Month: October 2025

  • Osama Bin Laden: Life, Radicalization, and 9/11’s Architecture

    Osama Bin Laden: Life, Radicalization, and 9/11’s Architecture

    The provided text, an excerpt from the YouTube video transcript “Osama Bin Laden: From Billionaire’s Son To The Architect Of 9/11,” offers a comprehensive biographical and historical overview of Osama bin Laden. It begins by detailing his privileged upbringing in Saudi Arabia and his family’s connection to the powerful Saudi Bin Laden Group, tracing his early life, education, and marriage. Crucially, the text outlines his shift toward Pan-Islamist and anti-Western ideology, heavily influenced by the writings of Sayyid Qutb, which led to his involvement with the Mujahideen fighting the Soviets in Afghanistan in the 1980s. The transcript then chronicles the formation of Al-Qaeda in 1988 and the increasing terrorist acts against American targets, culminating in a detailed account of the planning and execution of the September 11, 2001 attacks and the subsequent global war on terror that led to his death in 2011 in Pakistan.

    Recorded Message from Osama bin Laden [TRANSLATED] (Oct. 2001)

    Osama Bin Laden: Life, Al-Qaeda, and 9/11

    Osama Bin Laden (often referred to as Usama Bin Laden in the sources) was the founder and leader of the jihadist organization Al-Qaeda and the architect of the September 11, 2001, terrorist attacks on the United States. He is considered arguably the most significant figure in the history of modern Islamic fundamentalism.

    Early Life and Ideological Formation

    Birth and Family Background Osama Bin Laden was born on March 10, 1957. While international police organizations previously believed his birthplace was Jeddah, it is now generally accepted he was born in the Saudi capital, Riyadh. His father was Muhammad bin Awad Bin Laden, who had migrated from Yemen and became a highly successful construction contractor, founding the enormously wealthy Saudi Bin Laden Group. By the 1960s, the Saudi Bin Laden Group was one of the most significant corporations in the Arab world, with extensive ties to the Saudi royal family and lucrative contracts, including managing repairs for mosques in Mecca and Medina.

    Osama’s mother was Hamida al-Attas, a Syrian native. She married Muhammad, who was 48, in 1956 when she was 14; Osama was their only child. His father, who was a multi-millionaire, instilled in Osama much of his conservative religious fervor. Although his younger years had an air of normality—he was a football fan who followed Arsenal and showed interest in military history—his background was far from normal. He attended school in Jeddah and, in 1971, undertook an English language course at Oxford University in Britain.

    Education and Early Influences In 1976, at age 19, Osama entered King Abdulaziz University in Jeddah, intending to study economics and business administration, likely with a view toward joining the family business. However, reports indicate his primary interests were already religion, poetry, and Arab literature. He stood to inherit upwards of $10 million from his father’s estate.

    During the mid-to-late 1970s, he began developing a pan-Islamist ideology, which advocates for the unification of Muslims worldwide to defend and promote their faith. This ideology was heavily committed to reducing or ending Western involvement in the Middle East.

    A particularly strong influence was the Egyptian Islamic scholar Sayyid Qutb. Qutb’s extensive writings argued that Islamic Jihad (struggle against evil) was justifiable in the interests of creating a new Islamic caliphate, and that Sharia law should be imposed across all Muslim states. Qutb’s work contained virulent anti-Western sentiment, denouncing the United States as materialistic, godless, and lacking in spiritual values. Significantly, Qutb’s brother, Muhammad, promoted these ideas while teaching at Abdulaziz University when Osama was a student there in the late 1970s.

    The Afghan War and the Birth of Al-Qaeda

    The Soviet Invasion of Afghanistan Bin Laden finished his studies in 1979, coinciding with the turmoil caused by the Iranian Revolution and the Soviet Union’s effective invasion of Afghanistan in December 1979. Bin Laden traveled quickly to Pakistan and came under the guidance of Abdullah Azzam, a Palestinian-born jihadist. Azzam encouraged Bin Laden to join the tens of thousands of Muslim men heading to Afghanistan to fight the “atheistic Soviet invaders”—these fighters were known as the mujahideen.

    Financing the Mujahideen From 1980 onward, Bin Laden used his inherited fortune to recruit and train mujahideen in Pakistan before they headed into Afghanistan. In 1984, he and Azzam established Maktab al-Khidamat (MAH), an organization dedicated to raising funds from both the Arab and Western worlds to purchase weapons and train fighters. By 1986, MAH had trained hundreds of fighters based at Bin Laden’s base in eastern Afghanistan, known as al-Ma’sada (“The Lion’s Den”). Bin Laden gained a significant reputation among the mujahideen, particularly following the Battle of Jaji in 1987.

    Founding Al-Qaeda As the Soviet war wound down in the late 1980s, Bin Laden, Azzam, and others, representing a more extremist wing of MAH, decided the organization should be transformed to continue the “expulsion of non-Arab powers from the Arab and Muslim world”.

    This resulted in the founding of Al-Qaeda (meaning “the base” or “the foundation”) in 1988. Al-Qaeda’s goal from its inception was to wage Jihad against non-Muslims across the traditional Muslim world. Its ideological framework centered on removing American influence from the Middle East and destroying the state of Israel, which it viewed as a Western enclave. The group also viewed moderate Muslims as having wavered from traditional Islam and sought to establish rigid Islamic rule based on Sharia law.

    Anti-Americanism, Exile, and Escalation

    Rift with Saudi Arabia Following the withdrawal of Soviet troops in 1989, Bin Laden returned to Saudi Arabia where he initially received a hero’s welcome. He began working with the Saudi Bin Laden Group to leverage its economic might and ties to grow Al-Qaeda.

    A fatal conflict arose when Iraq invaded Kuwait in August 1990, and the Saudi government agreed to allow US troops to assemble in Saudi Arabia as a staging post for the liberation of Kuwait (Operation Desert Storm). Bin Laden was outraged. He met with King Fahd, requesting that American troops be prohibited from assembling and offering his own “Arab Legion” (formed in Afghanistan) to defend the border. This offer was rejected. Bin Laden began a public propaganda campaign, denouncing the royal family for inviting “Western infidels” into the kingdom that housed the holiest sites in Islam, Mecca and Medina. This resulted in his expulsion from Saudi Arabia in 1991.

    Exile in Sudan After his expulsion, Bin Laden headed to Sudan, settling there in 1992. Sudan, having implemented Sharia law, offered him refuge. He established a well-defended compound near the capital, Khartoum, and set up new training bases. Because Sudan harbored Bin Laden and other Islamic fundamentalists, the US designated it a state sponsor of international terrorism and monitored his activities closely. By 1996, US sanctions had considerably damaged Sudan’s economy, and Bin Laden was forced to leave.

    Return to Afghanistan and the 1990s Attacks In 1996, Bin Laden returned to Afghanistan as the personal guest of Mullah Muhammad Omar, the first leader of the newly established Taliban government. Upon his return, he quickly issued a declaration of war against the United States in August 1996, citing the US occupation of Saudi Arabia via military bases since 1990 and its support for Israel.

    Al-Qaeda began stepping up its terrorist actions. Attacks attributed to Al-Qaeda or affiliates in the 1990s include:

    • The 1992 bombing of the Golden Meor Hotel in Aden, Yemen.
    • The 1993 truck bombing outside the North Tower of the World Trade Center, led by Al-Qaeda affiliate Ramsey Yussef.
    • The 1997 Luxor massacre in Egypt, where 62 people, mostly Western tourists, were killed.
    • The August 7, 1998, US Embassy bombings in Dar es Salaam, Tanzania, and Nairobi, Kenya. These were complex, simultaneous truck bombings outside the US embassies that killed 213 people in Nairobi and 85 in Dar es Salaam, injuring thousands more.

    Following the embassy bombings, Bin Laden was immediately placed on the FBI’s 10 Most Wanted list.

    The September 11, 2001, Attacks

    Bin Laden and Al-Qaeda turned their focus toward an even more substantial attack on American soil. In late 1998 or early 1999, Bin Laden approved the initiative to target the World Trade Center, a plan originally proposed by Khaled Sheikh Muhammad in 1996.

    Planning and Execution Nineteen hijackers were selected and established in terrorist cells in the US. The final targets were selected in early 2001: the Twin Towers (the two Central buildings of the World Trade Center), the Pentagon in Virginia, and plans were believed to exist for a fourth plane to hit the US Capitol building.

    The date chosen, September 11, 2001, was likely symbolic, chosen because it was the date in 1683 when the Siege of Vienna was broken, marking the conclusion of Ottoman expansion in southern Europe. Bin Laden chose this date to signify a “new turning of the tide back in favor of Islam”.

    On the morning of September 11, four commercial airline planes were hijacked:

    • American Airlines Flight 11 crashed into the North Tower of the WTC at 8:46 a.m..
    • United Airlines Flight 175 crashed into the South Tower at 9:03 a.m..
    • American Airlines Flight 77 struck the West Wall of the Pentagon.
    • United Airlines Flight 93 crashed into a field in Pennsylvania after passengers attempted to regain control.

    The South Tower collapsed at 9:59 a.m., followed by the North Tower 29 minutes later. The attacks resulted in the deaths of over 2,700 people in the towers, on the ground, and in the planes. The 9/11 attacks were the most devastating terrorist attacks in world history, causing an unparalleled psychological impact due to global media coverage.

    Bin Laden initially denied involvement but later, in a 2004 video released by Al Jazeera, he unequivocally stated that he was responsible for directing the 19 hijackers.

    The Manhunt and Death

    Post-9/11 and Hiding in Pakistan Following the attacks, the US, under President George W. Bush, authorized the use of force against those responsible. As the Taliban had sheltered Bin Laden, American and British aircraft began bombing strategic targets in Afghanistan in October 2001.

    Bin Laden was believed to be hiding in the White Mountains near the border with Pakistan. He was present during the Battle of Tora Bora in December 2001, but he narrowly avoided apprehension, escaping over the southern border into Pakistan. Bin Laden became the most wanted man in the world, with a bounty that increased from $25 million to $50 million by 2007.

    He spent the vast majority of the 2000s in Pakistan, often in Waziristan near the Afghan border, with “tacit support of powerful elements within Pakistan’s politics and Security Services”. Bin Laden and Al-Qaeda remained active during this period, notably involved in the counterinsurgency against US forces in Iraq, where they sought to sow divisions between Sunni and Shiite Muslims.

    Death in Abbottabad Bin Laden eventually moved into a new, purpose-built, high-security compound in the city of Abbottabad in Northern Pakistan, likely beginning around 2006. The compound was designed for security, featuring 5 1/2 meter high concrete fences, barbed wire, few windows, and screens to block vision of the interior.

    US intelligence identified the compound in 2010 after tracking Abu Ahmed Al Kuwaiti, a close confidant and courier for Bin Laden. Based on substantial circumstantial evidence, US President Barack Obama authorized Operation Neptune Spear on May 1, 2011.

    In the early morning of May 2, 2011, two Blackhawk helicopters carrying Navy Seals landed at the compound. Following a brief firefight with his followers, the Navy Seals proceeded into the main compound. Bin Laden was found and killed on the third floor shortly after midnight. His body was placed in a body bag and transported out of the compound.

    A decision was made to dispose of Bin Laden’s body quickly somewhere where his resting place would never be identified and turned into a shrine. His body was taken to an undisclosed location at sea and disposed of there within 24 hours to comply with Islamic tradition.

    Legacy

    While Bin Laden’s death was a success for the US, it did not end the threat posed by Islamic fundamentalists. His violent extremism and the subsequent wars resulting from 9/11 contributed to the rise of even more extreme movements.

    By the 2010s, Al-Qaeda was being eclipsed by groups like the Islamic State of Iraq (ISI, later ISIL), which eventually split entirely from Al-Qaeda after being viewed as too brutal. Islamic State, under Abu Bakr al-Baghdadi, brought Islamic Jihad to a new level of brutality, seizing vast territories in Syria and Iraq. The world was changed immeasurably by Bin Laden’s violent extremism, resulting in heightened security, prolonged wars, and a massive migrant crisis.

    The Foundation and Formation of Al-Qaeda

    The formation of Al-Qaeda (meaning “the base” or “the foundation”) was a direct outgrowth of the organization Maktab al-Khidamat (MAH) during the Soviet-Afghan War, spearheaded by Osama Bin Laden and his mentor, Abdullah Azzam.

    Context: The Soviet-Afghan War and the Mujahideen

    Osama Bin Laden, who had developed a pan-Islamist ideology centered on unifying Muslims to defend their faith and ending Western involvement in the Middle East, finished his studies in 1979, coinciding with the Soviet Union’s effective invasion of Afghanistan in December of that year. Bin Laden quickly traveled to Pakistan, where he met Abdullah Azzam, a Palestinian-born jihadist, who encouraged him to join the thousands of Muslim men (known as the mujahideen) heading to Afghanistan to fight the “atheistic Soviet invaders”.

    Starting in the early 1980s, Bin Laden used his inherited fortune (which stood to be upwards of $10 million from his father’s estate) to recruit and train mujahideen in Pakistan before they headed into Afghanistan.

    The Precursor: Maktab al-Khidamat (MAH)

    In 1984, Bin Laden and Abdullah Azzam established Maktab al-Khidamat (MAH).

    • Purpose: MAH was established to raise funds from both the Arab world and the Western world to continue financing the fight against the Soviets, purchasing weapons, and training mujahideen.
    • Operations: By 1986, MAH had trained hundreds of fighters who operated from Bin Laden’s base in eastern Afghanistan, known as al-Ma’sada (“The Lion’s Den”).
    • Reputation: Bin Laden gained a significant reputation among the mujahideen and within the wider Arab world following the Battle of Jaji in 1987.

    Formation of Al-Qaeda

    As the Soviet-Afghan War began to wind down in the late 1980s (Peace Accords were signed in 1988, and Soviet troops were withdrawn in 1989), internal discussions arose regarding the future of MAH.

    • Ideological Split: Some members wished for MAH to remain a moderate organization focused on the initiative against the Soviets. However, Bin Laden, Abdullah Azzam, and others, representing a more extremist wing of the movement, opposed this view.
    • Transformation: This extremist wing believed that MAH should be transformed into a larger organization to “continue the expulsion of non-Arab powers from the Arab and Muslim world”.
    • Founding: This resulted in Bin Laden and Azzam establishing the new organization, Al-Qaeda, in 1988.

    Goals and Ideological Framework

    Al-Qaeda’s establishment in 1988 was driven by a commitment to waging holy war, or Jihad, against non-Muslims across the traditional Muslim world.

    Its core ideological goals included:

    1. Removing American influence from the Middle East.
    2. Destroying the state of Israel, which Al-Qaeda perceived as a Western enclave in the Levant.
    3. Waging Jihad in the traditional Muslim world, encompassing the Middle East, North Africa (the Maghreb), lower Central Asia, and peripheral areas like Somalia and Indonesia.
    4. Establishing a rigid form of Islamic rule across the Muslim world, based on Sharia law and a literal interpretation of the Quran.
    5. Opposition to moderate Muslims, who were viewed as having wavered from traditional Islam.

    The organization initially aimed to incite a major war against the United States to radicalize the Muslim world against the kafir (non-Muslims). Since the organization could not engage in outright conflict early on, its modus operandi during its early years would be terrorist tactics.

    Al-Qaeda eventually became the largest jihadist organization in the world, notorious globally for its violent extremism, particularly the 9/11 attacks on the United States.

    The Roots of Bin Laden’s Anti-Western Ideology

    The development and promotion of anti-Western ideology were central to the life and actions of Osama Bin Laden and the foundation of Al-Qaeda, driven by specificThe development and promotion of anti-Western ideology were central to the life and actions of Osama Bin Laden and the foundation of Al-Qaeda, driven by specific geopolitical events and radical Islamic scholarship.

    Roots of Anti-Western Sentiment

    Bin Laden’s ideological views began to take shape during the mid-to-late 1970s, a period he described as formative in his life. He developed a pan-Islamist ideology, which advocates for the unification of Muslims worldwide to defend and promote their faith. Central to this pan-Islamism during the 1960s and 1970s was a commitment to reducing and, if possible, ending Western involvement in the Middle East.

    The region Bin Laden grew up in had been dominated by the British and French following the collapse of the Ottoman Empire at the end of World War I, and the United States was becoming an increasingly influential party as British and French influence declined. Furthermore, the creation and continued existence of the state of Israel—a state “backed strongly by the United States”—which was frequently at war with its Muslim neighbors (such as the Six-Day War of 1967 and the Yom Kippur War of 1973), intensified this anti-Western atmosphere.

    Influence of Sayyid Qutb

    A particularly strong influence on Bin Laden in the 1970s was the writings of Sayyid Qutb, an Egyptian Islamic scholar. Qutb’s extensive writings, which were widely taught in the Muslim world, contained a strain of “virulent anti-Western sentiment”.

    Qutb specifically denounced the United States as:

    • Materialistic.
    • Godless.
    • Lacking in spiritual values of any kind.

    This anti-Western ideology, promoted by Qutb, was arguably the “defining influence on Bin Laden’s ideological beliefs” during the 1960s and 1970s.

    Al-Qaeda’s Anti-Western Focus

    When Bin Laden and Abdullah Azzam established Al-Qaeda in 1988, its goal was to wage Jihad against non-Muslims across the traditional Muslim world.

    The ideological framework of Al-Qaeda was heavily focused on anti-Western goals:

    • Removing American influence from the Middle East.
    • Destroying the state of Israel, which the organization perceived as a “Western Enclave in the Levant”.

    The group believed it needed to incite a “major war against the United States” to radicalize the Muslim world against the kafir (non-Muslims).

    Escalation and Grievances Against the United States

    Bin Laden’s anti-American stance solidified and intensified following the Gulf War (1990-1991). When Iraq invaded Kuwait in 1990, the Saudi government allowed US troops to assemble in Saudi Arabia to stage the liberation of Kuwait (Operation Desert Storm).

    • Public Denunciation: Bin Laden was outraged by this decision, calling it an invitation for “Western infidels into the kingdom which was the defender of the holiest sites in Islam, Mecca and Medina”.
    • Expulsion: This hostile propaganda campaign resulted in a “fatal breach” between Bin Laden and the Saudi government, leading to his expulsion from the country in 1991.

    Following his exile and return to Afghanistan in 1996, Bin Laden issued a formal declaration of war against the United States. His central complaints included:

    1. US Occupation of Saudi Arabia: He argued that the US had “occupied Saudi Arabia through its military bases since 1990”. His foremost complaint regarding the US presence was its “proximity to the holiest places of Islam, Mecca and Medina”. In 1998, Al-Qaeda stated that “for 7 years the United States has been occupying the lands of Islam in the holiest of place”.
    2. Support for Israel: He cited US support for Israel in the region.
    3. Support for Oppressive Regimes: He included US support for regimes that persecuted Muslims, citing examples like Russia’s crackdown on Chechnya, the Philippine government’s attacks on the Muslim Moro population, and India’s oppression of Muslims in the Kashmir region.

    This anti-Western ideology culminated in the September 11, 2001, attacks, which Bin Laden chose for the symbolic date (September 11, the date the Siege of Vienna was broken in 1683), intending it to mark a “new turning of the tide back in favor of Islam”.

    Bin Laden, Al-Qaeda, and the Soviet-Afghan War

    The Soviet-Afghan War (1979–1989) was a pivotal event that shaped the early career of Osama Bin Laden, led to the formation of Al-Qaeda, and dramatically increased his profile within the Arab world.

    Onset and Context of the War

    The war began following a period of political chaos in Afghanistan.

    • Political Instability: In 1978, the Marxist People’s Democratic Party of Afghanistan (PDPA) seized power and began establishing a socialist, non-religious state.
    • Soviet Ties: The PDPA had long-standing ties with the Soviet Union. When Islamist groups and other opponents began revolts against the new government in 1978 and 1979, the Marxist regime called on Moscow for assistance.
    • Soviet Invasion: As the situation for the PDPA deteriorated, the Soviet Union effectively invaded Afghanistan in the final days of December 1979. By early 1980, thousands of Soviet tanks and tens of thousands of soldiers had been deployed, and Moscow occupied the main cities of the country.

    Bin Laden’s Involvement and Role

    Osama Bin Laden became involved in the conflict immediately after finishing his studies at King Abdulaziz University in 1979.

    • Early Guidance: Bin Laden traveled quickly to Pakistan, a country that often tolerated Islamic fundamentalism due to its long-running cold war with India. Upon arrival, he came under the wing of Abdullah Azzam, a Palestinian-born jihadist.
    • Recruitment and Financing (Mujahideen): Azzam encouraged Bin Laden to join the tens of thousands of Muslim men heading to Afghanistan to fight the “atheistic Soviet invaders”. These fighters were known as the mujahideen (a term that translates roughly as one who engages in holy war or Jihad). From 1980 onwards, Bin Laden used his inherited fortune to recruit and train mujahideen in Pakistan before they headed into the mountainous regions of Afghanistan.
    • US and Saudi Support: Bin Laden’s personal financing, however, paled in comparison to the “billions of dollars” spent by the United States and Saudi Arabian governments in equipping and training anti-Soviet forces in Pakistan and Afghanistan.
    • Establishing MAK and Al-Ma’sada: Throughout the early 1980s, Bin Laden moved between Pakistan and mujahideen strongholds in the Hindu Kush mountains.
    • In 1984, he and Azzam established Maktab al-Khidamat (MAH), an organization designed to raise funds from both the Arab world and the Western world to purchase weapons and train mujahideen.
    • By 1986, MAH had trained hundreds of fighters based at Bin Laden’s base in eastern Afghanistan, known as al-Ma’sada (“The Lion’s Den”).
    • Gaining Reputation: Bin Laden led mujahideen action against the Soviets and the Marxist regime at the Battle of Jaji in 1987. Although the battle lacked strategic significance in the wider war, it gained Bin Laden a “significant reputation amongst the mujahidin and within the wider Arab world”.

    Nature of the Conflict

    The Soviet-Afghan War developed as a brutal conflict based largely on guerrilla warfare.

    • Military Landscape: While the Soviets committed 80,000 troops by the end of 1980 and possessed far superior weaponry, they were largely confined to occupying and holding the main cities to prop up the Marxist PDPA. Mujahideen groups, which included both moderate and fundamentalist branches, controlled the regions outside the cities.
    • Guerrilla Warfare: The Hindu Kush mountains provided ideal territory for guerrilla warfare. The fighting became extremely bloody, as the Soviets used indiscriminate bombing and destruction of rural villages to try to root out the insurgents.
    • Casualties and Displacement: By the mid-1980s, upwards of four million people (out of a population of 14 million) had been displaced, with hundreds of thousands becoming refugees in Iran and Pakistan. The conflict resulted in at least half a million deaths, and perhaps as many as three times that amount. The war became known as the Soviet equivalent of the American Vietnam War, as the Russians faced an enemy they could not defeat.

    Conclusion of the War and Aftermath

    By the late 1980s, the war was winding down.

    • Soviet Withdrawal: Mikhail Gorbachev, upon becoming the leader of the Soviet Union in 1985, publicly stated his intention to end Soviet involvement. The US, under the Ronald Reagan administration, contributed to the Soviet defeat by continuing to send significant military and financial aid to the mujahideen, notably supplying Stinger missiles which allowed the guerrillas to shoot down Soviet helicopters. Peace Accords were signed in 1988, and the last Soviet troops were withdrawn in 1989.
    • Founding of Al-Qaeda: As the war concluded, the more extremist wing of MAH, led by Bin Laden and Azzam, successfully argued that the organization should be transformed to continue the “expulsion of non-Arab powers from the Arab and Muslim world”. This resulted in the establishment of Al-Qaeda in 1988, marking a shift toward a wider program of Islamic fundamentalism committed to Jihad against non-Muslims globally.
    • Afghan Civil War: Following the Soviet withdrawal, the Marxist regime eventually collapsed in 1992, but the various mujahideen groups turned on each other, resulting in four years of Civil War before the Taliban emerged victorious in 1996.
    • Bin Laden’s Return: After the Soviet defeat, Bin Laden initially returned to Saudi Arabia in 1989, receiving a hero’s welcome for his role in ousting the Russians. This brief respite was followed by a “fatal breach” with the Saudi government over the presence of US troops during the Gulf War, leading to his expulsion in 1991.

    The Planning and Execution of 9/11

    The September 11, 2001, attacks (often referred to as the 9/11 attacks) were the most devastating terrorist attacks in world history and were orchestrated and directed by Osama Bin Laden and his jihadist organization, Al-Qaeda.

    Planning and Rationale

    Decision to Attack American Soil After launching the sizable US Embassy bombings in Tanzania and Kenya in August 1998, Bin Laden and Al-Qaeda turned their attention to an even more substantial attack, this time on American soil. They decided to target the World Trade Center (WTC) in New York City, which Al-Qaeda affiliates had previously attempted to attack with a truck bomb in 1993.

    Approval and Selection of Targets

    • Approval: Late in 1998 or early 1999, Bin Laden gave his approval to the WTC initiative, a plan first proposed by Al-Qaeda affiliate Khaled Sheikh Muhammad in 1996.
    • Hijackers: Candidates to carry out the attacks were screened in Afghanistan during the remainder of 1999. A prerequisite for the leaders was that they needed to speak English and be familiar with Western society. Nineteen individuals, including Mohammed Atta, Marwan al-Shehhi, and Ziad Jarrah, were selected and established in terrorist cells across the United States, operating in Arizona, Florida, and California by 2000.
    • Final Targets: Final targets were selected in early 2001, with the intent being to hijack commercial airline planes and fly them into buildings in suicide terrorist attacks.
    • The Twin Towers (the two central buildings of the WTC) were the primary targets.
    • The Pentagon in Virginia was also a target.
    • It is believed there were also plans to fly a fourth plane into the US Capitol building, the seat of government in Washington D.C..

    Choosing the Date The date fixed for the simultaneous attacks was September 11, 2001. Bin Laden chose this symbolic date because it was the day in 1683 that the Siege of Vienna by the Turkish Ottoman Empire was broken by King John Sobieski III of Poland. Bin Laden selected this date as a statement that the 2001 attacks would “Mark a new turning of the tide back in favor of Islam”.

    Stated Purpose for Targeting the WTC Bin Laden later stated that his purpose in targeting the Twin Towers was to seek symbolic revenge for the destruction of numerous towers and multi-story buildings in Beirut in 1982 during the Israeli invasion of Lebanon.

    Execution of the Attacks

    On the morning of September 11, 2001, the 19 hijackers operating in independent cells implemented their orders.

    FlightDeparture Time (A.M.)Route/OriginHijackersImpact Time/LocationAmerican Airlines Flight 117:59Boston (Logan) to Los Angeles58:46 a.m. – Crashed into the North Tower of the WTC.United Airlines Flight 1758:14 (approx.)Boston (Logan) to Los Angeles59:03 a.m. (17 minutes later) – Crashed into the South Tower of the WTC.American Airlines Flight 778:20Washington Dulles to Los Angeles59:37 a.m. (just over a half hour later) – Hit the West Wall of the Pentagon in Virginia.United Airlines Flight 938:42New York (Newark) to San Francisco4Missed its target; crashed into a field in Pennsylvania as passengers were attempting to regain control from the hijackers.Casualties and Collapse of the Towers

    The collapse of the towers marked the beginning of the carnage. When the planes struck the Twin Towers, well over 10,000 people were already inside, beginning their day’s work.

    • The elevators were crippled by the damage and fires devastated the upper floors, slowing evacuation efforts.
    • The South Tower, which had been hit second, collapsed at 9:59 a.m..
    • The North Tower followed 29 minutes later.

    In total, it is believed that 2,606 people lost their lives in the towers and on the ground, along with 147 passengers and crew on the two planes. At the Pentagon, 125 people died on the ground, along with 59 crew and passengers. The 40 crew and passengers on Flight 93 also lost their lives. The overall death toll exceeded 2,700 people.

    Aftermath and Response

    The psychological impact of the 9/11 attacks was unparalleled as an act of terrorism due to media outlets covering the story within minutes and footage of the planes striking the towers quickly surfacing.

    Responsibility and Declaration of War

    • Bin Laden initially denied involvement in the 9/11 attacks in a statement broadcast by Al Jazeera on September 16, 2001.
    • However, in 2004, Al Jazeera released a new video in which Bin Laden unequivocally stated that he had been responsible for directing the 19 hijackers. Further admissions followed in 2006.
    • In response, on September 18, 2001, the US administration of President George W. Bush moved quickly to pass a joint Congressional resolution authorizing the use of force against those deemed responsible for the 9/11 attacks.

    Invasion of Afghanistan Since the Taliban regime in Afghanistan had sheltered Bin Laden and Al-Qaeda since 1996 and refused to hand him over, the regime was deemed a target. American and British aircraft began bombing strategic targets in Afghanistan on October 7, 2001, and the principal land invasion by US troops and allied contingents began on October 19.

    The 9/11 attacks resulted in life changing in many ways, leading to additional security measures being imposed across the Western World and initiating prolonged wars in the Middle East. Though the subsequent invasion of Afghanistan resulted in a swift initial victory, the invasion failed to bring Bin Laden to justice, as he narrowly escaped apprehension during the Battle of Tora Bora in December 2001, making his way into Pakistan. The manhunt for the architect of the 9/11 attacks continued for nearly a decade until Bin Laden was killed in Abbottabad, Pakistan, in May 2011.

    Osama Bin Laden: From Billionaire’s Son To The Architect Of 9/11

    The Man known to history as Osama Bin Laden was born on the 10th of March 1957 his birthplace is a matter of dispute with International police organizations believing for years that he was born in the city of jeda in Western Arabia but it is now generally accepted that he was born in the Saudi Capital Riyad his father father was Muhammad bin aad Bin Laden who was born in Yemen in 1908 when he was a child his family had immigrated from Yemen North to the red coast of Western Arabia in a region which now forms part of Saudi Arabia but which was at the time disputed between the Ottoman Empire and the Royal House of sa in the 1930s he had emerged as a successful construction contractor working for the first ruler of Saudi Arabia Abdul aiz IBN saoud under the patronage of the royal family the company he founded the Saudi Bin Laden Group emerged as an enormously successful and Wealthy construction company in the fledgling Nation even as it became the world’s largest oil exporter and an extremely wealthy Nation for successful families such as the bin ladans usama’s mother was Hamida alatas a native Syrian who came from a family of successful Citrus Farmers operating around the port city of Latakia she became Muhammad’s 10th wife in 1956 when she married the 48-year-old millionaire when she was just 14 years of age a year later Osama was bornn he was their only child and Muhammad and Hamida separated soon afterwards this has caused speculation that they never actually married and Hamida was just briefly Muhammad’s concubine osama’s Youth and upbringing was one of privilege by the time he was born his father was a multi-millionaire though his wealth would have stretched into the billions if adjusted for inflation today shortly after his parents divorce usama’s mother remarried to a business associate of Muhammad Bin Laden Muhammad alatas they had four children together in the 1960s three boys and one girl Osama was sent to live with them and so he grew up in his mother’s and stepfather’s household with several step siblings but it would be wrong to suggest that he was estranged from his father Muhammad Bin Laden played a major role in his son’s development instilling in him much of his conservative religious fervor beginning in 1968 Osama attended the alaga model School a secondary school in jeda in 1971 he gained direct experience of the Western World when he was sent to Oxford University in Britain to undertake an English language course Beyond this he is believed to have displayed some traits typical of young boys during his childhood and early teenage years being a football fan who followed Arsenal Football Club and showed an interest in military history for all that osama’s younger years had an air of normality to it whereas there is no doubting that his background was anything but normal by the 1960s the Saudi Bin Laden Group was one of the most significant corporations in the entire Arab world its ties to the Saudi royal family were extremely extensive and the company had even been granted the contracts to manage the ongoing repairs of the mosques in the two most holy cities in the Islamic World Mecca and Medina in 1964 the company acquired the contract to reclad the exterior of the Dome of the Rock the most important Muslim religious site in Jerusalem by that time the ties between Muhammad Bin Laden and the Saudi royal family had become extremely extensive however in 1967 Muhammad was killed at 59 years of age in an airplane accident in Saudi Arabia when the pilot misjudged the plane’s Landing despite this setback the Saudi Bin Laden Group continued to prosper under the leadership of several of Muhammad’s sons from his earlier marriages and indeed as it Diversified in the 1970s and 1980s it became a multi-billion dollar company with lucra ative contracts all over the Middle East Osama was not involved in the Saudi Bin Laden group’s business activities in the years after his father’s death for the simple reason that he was too young instead he was continuing his education when he was 19 years of age in 1976 Usama entered the King Abdul aiz University in jeda where he began studying economics and business administration No Doubt with a view to taking up some sort of position within the family business in years to come already however he had begun to stray from an interest in business with reports by people who knew Bin Laden there stating that his primary interests were in religion poetry and Arab literature he certainly didn’t need to worry about money his education and future work as Osama stood to inherit upwards of $0 million from his father’s estate he was also married by this time having wed his first wife a Syrian woman named najah khanim in 1974 when he was just 17 years old she was also his first cousin on his mother’s side and the first of at least five wives Osama would father over two dozen children during his life clearly the mid to late 1970s were a formative period in osama’s life and his ideological views though much of the evidence concerning these years is frustratingly patchy and sometimes contradictory nevertheless the broad thrust of his views is clear o began to develop a pan islamist ideology from early on in his life a movement which espouses the idea that Muslims in all nations should be unified in defense and promotion of their faith this view harks back to the age of the Arab caliphate which between the 8th and 11th centuries ruled most of the Middle East North Africa and adjoining regions from the caliphates capital of Baghdad Central to pan islamism in the 1960s and 1970s was a commitment to reducing and if possible ending Western involvement in the Middle East a region which had been dominated by the British and French since the collapse of the Ottoman Empire at the end of the first world war and wherein the United States was becoming an increasingly interested party even as British and French influence declined the Middle Eastern World which Osama grew GRE up in was also one in which the new state of Israel backed strongly by the United States was frequently at war with its Muslim neighbors notably The Six Day War of 1967 and the war of yam kipur in 1973 a particularly strong influence on ass in the 1970s were the writings of SED kba an Egyptian Islamic scholar and religious and political theorist who had been a member of the Muslim Brotherhood Hood until his arrest and execution in 1966 kba’s extensive writings were widely taught in schools and universities across the Muslim World from the 1940s onwards and included arguments that Islamic Jihad or struggle against evil was entirely justifiable in the interests of a new Islamic caliphate and that Sharia law the law based on a rigid interpretation of the Quran should be imposed across all Muslim states a strange of virent anti-western sentiment also ran through much of kba’s writings with him denouncing the United States as materialistic Godless and lacking in spiritual values of any kind if there was one defining influence on Bin Laden’s ideological beliefs in the 1960s and 1970s it was kba significantly kba’s brother Muhammad who became a passionate promoter of his brother’s ideas was a teacher at Abdul a university in jedna while Osama was a student there in the late 1970s Osama finished his studies at Abdul aiz in 1979 it is unclear if he finished with a degree or not the timing was significant as the Islamic world was in turmoil at this moment firstly the Iranian Revolution of 1978 had seen the Western backed sha removed from power in Iran and the creation of a new Islamic State headed by the Ayatollah Rah while this was occurring in Iran to the Northeast in Afghanistan the country was descending into Political chaos in 1978 the Marxist people’s Democratic party of Afghanistan or pdpa had seized power and began to establish a socialist non-religious State the pdpa had long-standing ties with the Soviet Union and indeed Russia had always had an interest in Afghanistan dating back to the mid 19th century when the country had been an important buffer State between Russia and the British presence in India and Pakistan yet there is no major evidence that the Soviets were the driving force behind the pdpa seizure of power in Afghanistan in 1978 however they did Forge close ties with the new Marxist regime in Kabul once it was in control of the country thus once islamist groups and other opponents of the pdpa began revolts against the new government in the course of 1978 and 1979 the Marxist regime soon called on mosow for help limited support was sent at first but as the situation for the pdpa continued to deteriorate the Soviet Union effectively invaded Afghanistan in the final days of December 1979 by early 1980 thousands of Soviet tanks and tens of thousands of soldiers had been deployed as Moscow occupied the main cities of the country even before the Soviet invasion of Afghanistan Bin Laden had traveled to Pakistan very quickly after finishing his studies at King abdulaziz University Pakistan played and continues to play a significant role in international jihadist movements of the 20th and early 21st century ostensibly the country has claimed to be opposed to Islamic fundamentalism operating on its soil but for decades it has turned a blind eye to this in actuality in large part because Muslim Pakistan has been involved in a long running cold war with its bitter enemy Hindu India since the British Raj was split up along religious lines in 1947 Pakistan would play a role in Bin Laden’s life over the next three decades once he arrived there in 1979 he quickly came under the wing of Abdullah aam a Palestinian born jihadist who was an influ inuence on many of the most senior Islamic terrorists of the late 20th century aam encouraged Bin Laden shortly afterwards to join the tens of thousands of Muslim men who were heading to Afghanistan to fight against the atheistic Soviet Invaders these individuals became known as mujahedin a term which translates roughly as one who engages in holy war or Jihad in the early 1980s Benin Laden began using his inherited Fortune to recruit and train mujahadin in Pakistan before they headed into the mountainous regions of Afghanistan though this financing paled in comparison with the billions of dollars spent by the United States and the Saudi Arabian governments in equipping and training anti-soviet forces in both Afghanistan and Pakistan which were used as their proxies to fight the Soviet invasion moreover while statements about the extent to which Bin Laden was financed and trained himself by American agents at this time have been exaggerated there is no doubt that he did have some limited contacts with us special forces in the region in the 1980s the war which Bin Laden became involved in from 1980 onwards developed much like conflicts in Afghanistan have for the last two Centuries with 80,000 troops committed by the Soviets by the end of 1980 and far superior weaponry they were able to occupy and hold the main cities and prop up the Marxist pdpa but the mujahedin groups of which there were more moderate and fundamentalist branches were largely in control of the regions outside of the city the Hindu Kush mountains which dominate much of the country particularly in the East and North are ideal territory for the waging of Guerilla Warfare and this is exactly the shape the Soviet Afghan war took on in the 1980s the fighting became extremely bloody as the Soviets used indiscriminate bombing and destruction of rural villages to try to root out the insurgents by the mid 1980s upwards of 4 million people out of Afghanistan’s population of 14 million had been displaced with hundreds of thousands becoming refugees in Pakistan and Iran while the conflict resulted in at least half a million deaths and perhaps as many as three times this amount it soon became known as the Soviet equivalent of what the Vietnam War had been for America as the Russians faced an enemy which they could not defeat throughout this period Bin Laden was a major figure in the mujahadin movement in Afghanistan at first he had begun supplying Goods to the fighters in the country and also facilitating the movement of individuals who wanted to take up arms against the Soviets from his native Saudi Arabia to Pakistan where they were trained and equipped before they were sent North throughout these years Bin Laden moved between Pakistan and the mujahadin strongholds in the mountains of the Hindu Kush in 1984 he and his mentor Abdullah aam established makab alhat an organization which aimed to raise funds from both within the Arab world and the Western World to continue fighting the war against the Soviets this funding was then used to purchase weapons and train mujahadin by 1986 the network had trained hundred hundreds of Fighters who were based in eastern Afghanistan at Bin Laden’s base known as al-mada the Lion’s Den these led the mujahadin action against the Soviets and the Marxist regime at the Battle of Judi in the late spring and early summer of 1987 the battle was ultimately of little strategic significance in The Wider War but it gained Bin Laden a significant reputation amongst the mujahadin and within the wider Arab world in part owing to the reports on the battle produced by an emerging Saudi journalist by the name of Jamal Kashi with whom Bin Laden was Associated but who held very different political religious views to him the establishment of makab Alat was significant in the 1980s as it laid the groundwork for the jihadist movement with which Bin Laden has become synonymous as the war in Afghanistan headed towards inexorable defeat for the Soviets and the Marxist regime which they propped up in the late 1980s thoughts turned to the future of the organization some members wanted it to remain a moderate entity which continued the initiative against the Soviets but Bin Laden abdulah aam and others were opposed to this and believed that makab alhat should be transformed into a larger organization which would seek to continue the expulsion of non-arab powers from the Arab and Muslim world World ultimately this more extremist wing of the movement resulted in Bin Laden and aam establishing a new organization in 1988 known as alqaeda meaning the base or the foundation in time it would become the largest jihadist organization in the world and is notorious around the world as such today al-qaeda’s goal from its Inception was to begin waging holy war or Jihad against non-muslims anywhere in the traditional Muslim world that is the Middle East lower Central Asia the mreb in North Africa and also more peripheral parts of the Muslim World such as Somalia Mali and Nigeria subsaharan Africa and Muslim regions further to the east in Indonesia and elsewhere much of its ideological framework centered on removing American influence from the Middle East and also destroying the state of Israel which it perceived as a western Enclave in the Levant over time the group began to believe it needed to incite a major war against the United States in order to radicalize the Muslim World against the kafir or non-muslims because the organizations could not hope to engage in outright conflict early on its modus operandi during its early years would be terrorist tactics additionally alqaeda viewed moderate Muslims as having wavered from traditional Islam and it wished to establish a rigid form of Islamic rule across the Muslim world one based on Sharia law and a literal interpretation of the Quran by the time alqaeda was established in 1988 the war in Afghanistan was winding down already upon becoming leader of the Soviet Union in 1985 mikal gorbachov publicly stated that it was his intention to bring Soviet involvement in the country to an end but much like it took America years to fully extricate itself from Vietnam the Soviets could not pull out overnight indeed in the short term there was a significant increase in the number of Soviet troops on the ground in Afghanistan as Moscow attempted to win the war quickly through a troop surge this did not meet with success as Ronald Reagan’s Administration continued to send significant amounts of military and financial aid to the mujahadin indeed once they were equipped with stinger missiles to shoot down Soviet helicopters the mujahadin Guerilla War entered a period of unprecedented success for the insurgence eventually Peace Accords were signed by the Afghan government the Soviet Union the US and Pakistan in 1988 and in 1989 the last Soviet troops were withdrawn in the years that followed the Marxist regime began to lose ever greater amount of ground to the mujahadin groups and eventually collapsed in 1992 but no sooner was the Communist Regime out of the way than the various mujahadin groups turned on each other four years of Civil War would follow before one group known as the Taliban emerged victorious in 1996 though they would never acquire complete control of the country and indeed much of the north was held into the late 1990s and early 2000s by by the Northern Alliance in the aftermath of the Soviet Afghan war Bin Laden initially returned to his native Saudi Arabia in 1989 he received a hero’s welcome for his role in having helped to OU the Russians from Afghanistan back in the Arabian Peninsula he began working with the Saudi Bin Laden Group his father’s business in an effort to leverage its economic might and business ties to help grow alqaeda in tandem he began meeting with other leading members of the Islamic jihadist movement in Egypt and elsewhere during this time relations between Bin Laden and the Saudi government began to deteriorate Bin Laden was bent on developing an Ever more confrontational path against non-muslims while the Saudi government continued to Foster its position as a key American Ally in the Middle East a point of conflict which arose between Bin Laden and the Saudi regime was over the South Yemen Civil War Bin Laden wished for Saudi Arabia to intervene directly to oust the Soviet backed yemeni Socialist Party but the Royal government in Riyad blocked his efforts to do so another issue involving another neighbor of Saudi Arabia was soon to cause friction between Bin Laden and the Saudi government in ways which would ultimately sever relations between him and the Saudi royal family on the 2nd of August 1990 Saddam Hussein the dictator of Iraq who had spent much of the 1980s fighting a war against Iran in which he was heavily supported by the United States invaded the small Gulf State of Kuwait one of the richest Nations per capita on Earth and one which Iraq owed billions of dollars to which it had borrowed to finance its war against Iran in the 1980s The Invasion which saw the small city state conquered within 2 days caused International uproar and and within weeks the United States was building a coalition of Military Allies to launch a counter invasion of Iraq one which included Britain France Germany and dozens of other countries it was also supported by several Arab and Muslim countries notably Egypt Syria and Saudi Arabia by the Autumn of 1990 as negotiations to find a peaceful settlement were still underway American troops began traveling to the Middle East for a military buildup they they headed primarily for Saudi Arabia which was to be used as the staging post for the liberation of Kuwait and the attack on Iraq if negotiations failed that is exactly what happened and so what was termed Operation Desert Storm by the US military was initiated on the 16th of January 1991 Bin Laden was outraged from the very beginning of the military buildup as the Saudi government agreed to a proposal by the US Secretary of Defense Dick Cheney that America should intervene to prevent any extension of Iraq’s aggression into Saudi Arabia in response to this bin Laden organized a meeting with the Saudi ruler king F and requested that the country should prohibit American troops from assembling in Saudi Arabia and that he would use his own Arab Legion formed in Afghanistan during the war to defend the Saudi border against any Iraqi incursion this offer was spurned and the US and Coalition troop build up intensified in the weeks that followed as it did bin Laden began publicly denouncing the Saudi government engaging in a hostile propaganda campaign in which he stated that the royal family was inviting Western infidels into the kingdom which was the defender of the holiest sites in Islam Mecca and Medina he also attempted to convince the AMA the senior Saudi religious Scholars to issue a a fatwa or religious declaration condemning the American incursion into the Arabian Peninsula all of this combined to cause a fatal breach between Bin Laden and the Saudi government and in 1991 they expelled him from the country meanwhile Operation Desert Storm had resulted in the Swift defeat of Iraq and the liberation of Kuwait in the spring of 1991 rather than trying to pursue regime change the US left Saddam Hussein in in charge pulled his troops out of the region and imposed crippling sanctions on Iraq following his expulsion from Saudi Arabia in 1991 Bin Laden headed for Sudan settling there in 1992 in 1989 Colonel Omar al- bashier had seized power in a largely bloodless military coup he quickly implemented a form of sharia law across Sudan making the country a suitable Haven for bin Laden to continue his activities from the Saudi mujahadin was invited to sedan personally by Hassan alabi the speaker of the Sudanese National Assembly and the second most powerful figure within Sudan next to al- bashier here Bin Laden was soon established in his own well-defended compound with his followers within alqaeda defending the site with Advanced Weaponry new training bases for mujahadin were established near the capital of Kum and Bin Laden had a Manor in in the city as a result of the free reign he was given in Sudan the country was designated as a state sponsor of international terrorism as in the aftermath of the Gulf War Bin Laden and alqaeda had come under increasing observation by the American intelligence service and the state department thus while Bin Laden remained in Sudan from 1992 to 1996 the US was monitoring his activities on an almost daily basis with flyovers of his compound and other intelligence gathering by 1996 US sanctions against Sudan over its harboring of Bin Laden and many other prominent Islamic fundamentalists and terrorists had begun to damage considerably the country’s economy moreover the president Omar al- bashier had outflanked Bin Laden’s primary supporter within the government Hassan alabi consequently it was made clear to Bin Laden by 1996 that Sudan was no longer a safe Refuge as a result of the expulsion he headed that year back to Afghanistan where the Taliban had just cemented its control over much of the country there he became the personal guest of mulah Muhammad Umar the first leader of the Taliban Government after seizing power he quickly issued a declaration of war against the United States in August 1996 through various Islamic media channels arguing that the US had had occupied Saudi Arabia through its military bases since 1990 and that it was the principal supporter of Israel in the region it has been speculated that Bin Laden’s actions in 1996 were owing to the loss of much of his wealth from his family background when he left Sudan and that the expulsion order served to radicalize Bin Laden further and set him on a path of allout war with the government of the United States the sanctions of which against Sudan had pressured the Sudanese government into the stance it took from his return to Afghanistan in 1996 onwards Bin Laden and alqaeda were wholly committed to confrontational terrorist actions towards the United States in particular these had always been a part of the organization’s modus operandi as early as 1990 the Federal Bureau of Investigation had raided the home of Al SED noer an alqaeda affiliate in New Jersey where they had discovered documents concerning plans to blow up skyscrapers in New York City in 1993 a truck bomb was detonated outside the North Tower of the World Trade Center in Manhattan the leader of the attack was Ramsey yusf another known affiliate of al-Qaeda who had trained in one of their camps in Afghanistan in the late 1980s in 1992 Bin Laden had financed and organized the bombing of the golden mior Hotel in the city of Aiden in Yemen it is also widely believed that alqaeda was involved in the luxa massacre of November 1997 when 62 individuals most of them Western tourists were killed in the Egyptian City near the Valley of the Kings by six Islamic fundamentalist gunman thus by the second half of the 1990s Al-Qaeda was stepping up its attacks on Western targets through terrorist methods these attacks soon escalated even further on the 7th of August 1998 simultaneous truck bombings occurred in the cities of Dar Salam the capital of Tanzania and the capital of Kenya Nairobi there was no doubt which nation the symbolic Target of these attacks was as the bombs were detonated outside the United States embassies in the two Capital Cities these were complex terrorist attacks for instance the bombing in Nairobi involved 500 cylinders of TNT while the dark alarm bombing was undertaken with two 2,000l bombs ammonium nitrate fertilizer was used to pack and direct the blast so that it caused maximum damage to the embassies moreover both bombs were detonated almost simultaneously resulting in the deaths of 2133 people in Nairobi and 85 in darus Salam while thousands more were injured there is no doubt also that Bin Laden and alqaeda were responsible and in the immed immediate aftermath of the bombings Bin Laden was placed on the FBI’s 10 Most Wanted individuals list it also brought Al-Qaeda to the attention of all intelligence services in the Western World though unfortunately the risk which was posed by the terrorist organization was still not fully grasped in the aftermath of the US embassy’s bombings Bin Laden continued to escalate his rhetoric against the United States his grievances were multifarious including us support for Israel and for a number of regimes who were persecuting Muslims within their borders notably Russia’s Crackdown on cha the Philippine government’s attacks on the Muslim Morrow population of the Southern islands and India’s oppression of Muslims in the Kashmir region in the north of the country however his foremost complaint was with the presence of American troops in the Arabian Peninsula and their proximity to the holiest places of Islam Mecca and and Medina in 1998 alqaeda stated that quote for 7 years the United States has been occupying the lands of Islam in the holiest of place thus after the already sizable attacks on the US embassies Bin Laden and alqaeda turned their attention to an even more substantial attack this time on American soil remarkably they decided to Target the World Trade Center in New York City which Associates of al-Qaeda had already tried to attack with a truck bomb back in 1993 the second attempt would be more devastating late in 1998 or early 1999 Bin Laden gave his approval to the World Trade Center initiative which had first been proposed by an alqaeda affiliate khed shik Muhammad in 1996 the remainder of 1999 saw potential candidates to carry out the attacks being screened in Afghanistan a prerequisite for the leaders were that they needed to be able to speak English and be familiar with living in Western Society for a time a number of individuals such as Muhammad ATA Marwan Al Shiki and zad Jara were quickly selected another one hany hanur was picked once it was realized that he had a commercial pilot’s license and was a skilled airplane pilot by 2000 19 individuals had been selected and were being established in terrorist cells in the United States operating in Arizona Florida and California final targets were selected in early 2001 with the intention being to hijack a number of commercial airline planes and fly them into buildings in suicide terrorist attacks the Twin Towers the two Central buildings of the World Trade Center were the primary targets while the Pentagon in Virginia was also a Target it is also believed there were plans to fly a fourth plane in into the US capital building the seat of government in Washington DC with the plan in place and terrorist cells in position in the US to carry it out a date was fixed for the simultaneous attacks the day chosen was the 11th of September 2001 it is a popular belief that this date was chosen as September is the 9th month of the year and the date when written out using the American dating system comes out as 911 the same number used for emergency call services in the United States however it seems more likely that Bin Laden chose the 11th of September as it was the day in 1683 that John seski III the king of Poland arrived at Vienna the capital of Austria which was under siege by the Turkish Ottoman Empire The Siege was broken by seski marking the conclusion of Ottoman expansion in southern Europe prior to it the Christian world had been under pressure for centuries from Muslim expansion in the Eastern Mediterranean and the Balkans but after the siege of via the Christian Western Powers began to encroach into the Muslim World Bin Laden chose this symbolic date as a statement that these attacks on the United States by alqaeda in 2001 would Mark a new turning of the tide back in favor of Islam on the morning of the 11th of September 2001 the 19 hijackers operating in independent cells began to implement their orders five hijackers boarded American Airlines flight 11 which was scheduled to fly out of Logan International Airport in Boston at 7:59 a.m. Bound for Los Angeles International Airport five others boarded United Airlines 175 which was making the same Journey from Logan to Los Angeles that plane took off from the runway in Boston than 15 minutes after American Airlines flight 11 meanwhile 6 minutes later at 8:20 a.m. American Airlines flight 77 took off from Washington dlas International Airport in Virginia not far from Washington DC five hijackers were also on board finally 22 minutes after this at 8:42 a.m. a fourth plane United Airlines Flight 93 departed from New York International Airport in New Jersey down for San Francisco there were just four hijackers on this plane What followed was a day of infamy within minutes of becoming Airborne the hijackers on all four planes were moving to take over the aircrafts as a result at 8:46 a.m. American Airlines flight 11 crashed into the North Tower of the World Trade Center traveling at a speed of approximately 750 kmph while people all over Manhattan wondered if this could have been an accident United Airlines flight 175 was changing direction in the skies at 9:03 a.m. 17 minutes after the first plane had hit the North Tower it crashed into the South Tower at a speed of 800 kmph just over a half an hour later American Airlines flight 77 hit the West Wall of the Pentagon in Virginia only United Airlines Flight 93 missed its Target as it crashed into a field in Pennsylvania while the passengers were attempting to rest control of it from the hijackers the plane crashes were only the beginning of the Carnage when the planes struck the Twin Towers well over 10,000 people were already inside beginning their day’s work with the elevators crippled by the damage from the initial impact and fires devastating the upper floors the evacuation efforts could only proceed at a moderate Pace as people had to head down dozens of staircases B es the upper stories where the planes had hit were turned into an inferno and within minutes many of those who were still alive would jumping to their deaths the South Tower which had been hit second collapsed at 9:59 a.m. it was followed 29 minutes later by the North Tower in total It is believed that 2,66 people lost their lives in the towers and on the ground along with 147 passengers and crew on the two planes L the damage at the Pentagon was less severe but even here 125 died on the ground along with 59 crew and passengers the 40 crew and passengers on United Airlines Flight 93 all lost their lives the September 11th 2001 attacks accordingly were the most devastating terrorist attacks in world history moreover because media Outlets had begun covering the story within minutes around the world and footage of the PLS striking the towers was soon available the psychological impact of the attacks was unparalleled as an act of terrorism at first Bin Laden denied having been involved in planning the 9/11 attacks on the United States on the 16th of September a statement was made by him which was subsequently broadcast by Al jazer in which he denied responsibility however in the months and years that followed a growing amount of evidence was produced to sub substantiate an American intelligence Services claim that he and alqaeda had orchestrated the attacks in 2004 Al jazer released a new video from him in which he unequivocally stated that he had been responsible for directing the 19 hijackers who boarded the four planes on the 11th of September 2001 this was supplemented by further admissions in 2006 and the surfacing of video footage in which Osama was seen seen conversing with some of the hijackers in the period leading up to the attacks in the course of these it was also stated by Benin Laden that his purpose in targeting the Twin Towers was to seek symbolic revenge for the destruction of numerous towers and multi-story buildings in Beirut in 1982 during the Israeli invasion of Lebanon at the time of the 9/11 attacks Bin Laden was believed to be hiding in the White Mountains to the south of the Hindu Kush in Afghanistan in the east of the country near the border with Pakistan the administration of the US President George W bush moved quickly to pass a joint Congressional resolution on the 18th of September 2001 authorizing the use of force against those who would deem to be responsible for the 9/11 attacks as the Taliban regime in Afghanistan had sheltered Bin Laden and alqaeda since 1996 and refused to hand him over to American authorities the regime as a whole was deemed to be a Target American and British aircraft consequently began bombing strategic Targets in Afghanistan on the 7th of October 2001 ties were established with the Northern Alliance which held parts of the north of the country against the Taliban in tandem US Special operatives had been inserted into the country in small numbers as early as late September but it was not until the 19th of October that the principal land Invasion began as American troops with Allied contingents from dozens of other nations began entering Afghanistan in large numbers the war in Afghanistan resulted in a swift initial victory for the United States and its allies by early November American forces had encircled the capital cabul an air strike on the city on the 12th of November succeeded in killing one of Bin Laden’s closest allies the number three figure within alqaeda Muhammad at the following day Northern Alliance and US troops began entering the city as the Taliban either fled into the mountains or towards the southern city of kaha it was in the latter City that the Taliban made their last major stand in late November the remaining forces there surrendered in early December ostensibly bringing the war to an end it was also in early December that a new interim Administration was established with Hamed kazai as the first president of a new Afghanistan however this initial victory was effectively a false Dawn and Afghanistan would soon be riddled with Insurgent revolts which the US would never be able to defeat the invasion of Afghanistan had also failed to bring Bin Laden to Justice the us though had come tantalizingly close just as kaha was falling to the West a group of several hundred Allied Fighters including 70 US Special Forces and dozens of other special operatives along with a few hundred Northern Alliance Fighters conducted a campaign in the torab Bora cave complex in the White Mountains where Bin Laden and many other Al-Qaeda members were believed to be hiding a near two we battle followed in the mountains and caves a conflict which has become known as the Battle of torab Bora American intelligence Services believe Bin Laden was present during these clashes but that he escaped as the allied military presence was insufficient to apprehend him he is believed to have made his way over the southern border into Pakistan in the days or weeks that followed by now Bin Laden was the most wanted man in the world with a bounty of $25 million on offer by the US government for information leading to his capture or death that figure would be increased to $50 million in 2007 as the Manhunt for the leader of alqaeda and the architect of the 9/11 attacks continued however Bin Laden and Al-Qaeda would pose a threat to America and the Western World for many years to come Bin Laden’s whereabouts in the Years following his escape from Afghanistan in the winter of 2001 have been a matter of widespread speculation by this time he was the World’s Most Wanted Man and well known all over the world world as such his movements were secretive and even the US intelligence services today can only patch together some of his whereabouts during the 2000s evidently he along with many other senior Al-Qaeda Affiliates spent the vast majority of these years in Pakistan his presence here was not officially tolerated by the Pakistani government successive regimes in the capital Islamabad had been effectively supporters of Islamic terrorist organizations over the years but in Bin Laden’s case it was not possible for them to approve of his presence on Pakistani soil nevertheless a light touch approach to apprehending Bin Laden even when it was clear that he was in hiding in the country was adopted one which meant that the US intelligence Services had to try to locate the terrorist leader within the country with lukewarm support from the Pakistani security services at best for much of the time after his initial flight from Afghanistan he is believed to have been in waziristan the mountainous region of Northern Pakistan near the Afghan border reports in the second half of the 2000s sometimes placed him as having moved over the Western border to Iran but these were probably spirous and the reality is that Bin Laden and alqaeda were able to live in Pakistan largely unharassed and in some comfort for years with the tacit support of powerful elements within Pakistan’s politics and Security Services during this time Bin Laden and alqaeda continued to organize terrorist activities throughout the wider Muslim World attacks on the United States became much more difficult in the aftermath of 9/11 as a massive security apparatus was put in place in American airports and other locations however there was no shortage of Western targets now in the Middle East firstly Afghanistan had been occupied by American British and other Allied troops in late 2001 and they would remain there in one form or another for the next 20 years but the more intense Western presence was soon to be found in Iraq following the initial victory over the Taliban in Afghanistan the administration of President George W bush in the US began making it clear that it intended to engage in further regime change in the Middle East targeting states which it deemed to be supporters of terrorism the regime of Saddam Hussein in Iraq who had clung on to power following the Gulf War was a noted priority this policy would not meet with as much support from America’s allies as the invasion of Afghanistan with countries like France arguing that the Bush Administration was Now using the 9/11 attacks as a smoke screen for regime change in oil producing countries and a form of us Neo imperialism in the region despite these reservations the US and Britain with several other smaller Allied Nations invaded Iraq in March 2003 claiming that Hussein’s regime was trying to obtain weapons of mass destruction and was a supporter of Bin Laden’s Bin Laden had often cited the crippling economic sanctions which the US had imposed on Iraq following the Gulf War as one of his grievances against America but there’s no substantive evidence to show that the Hussein regime had ever materially supported Bin Laden in any significant manner The Invasion proceeded much as it had in Afghanistan a swift victory was won over the Bist regime of Sadam Hussein and within 2 months President Bush announced us victory in the war but it was not so simple and as in Afghanistan a vicious counterinsurgency campaign began in the summer of 20 2003 and lasted for years as many elements within Iraq tried to remove US forces from the country Bin Laden and alqaeda were involved in this internes conflict their methods focused on trying to seow divisions between the Sunni Muslim minority and the Shiite Muslim majority in an effort to ferment a civil war across Iraq traditional terrorist methods were employed such as the bombing of the AL asari Shrine in the city of Samara on the 22nd of February 2006 while this action did not result in widespread loss of human life it did see the destruction of one of the holiest places in Iraq for shiat Muslims and triggered days of sectarian violence in Baghdad and elsewhere in which at least a thousand people lost their lives eventually by the late 2000s the war in Iraq began to stabilize as a significant American troop surge in 200 7 combined with political reforms serve to quell the worst of the violence nevertheless Al-Qaeda continued their campaign and from Pakistan Bin Laden sanctioned bombings in Baghdad and a suicide bombing on the Shiite Imam Hussein Shrine in the city of carbella in March 2008 which resulted in 42 deaths and the injuring of dozens of others meanwhile back in Pakistan Bin Laden had moved into a new purpose-built compound in the city of abbotabad in Northern Pakistan construction on this had evidently begun shortly after Bin Laden arrived in the country at the beginning of 2002 and it was completed in 2005 the compound was laid out on a 38,000 ft estate and was surrounded by a concrete perimeter fence up to 5 1/2 M high and topped with barbed wire there were few Windows here and many screens to block VIs vision of the Interior including a screen on a third floor balcony tall enough to ensure privacy there for bin Laden who was 6’4 in tall it is hard to believe the authorities could have failed to recognize how unusual the new property was and it was clearly built with security in mind Bin Laden was probably living there from 2006 onwards with some of his wives children and followers in a city not far from the Pakistan capital Islamabad while Bin Laden’s compound sheltered him in Pakistan for many years eventually his over Reliance on it would be his undoing in 2009 us intelligence Services determined that Abu Ahmed Al Kuwaiti a close confident of Bin Laden’s who is believed to have been with him at the Battle of Torah Bora in December 2001 when the terrorist leader narrowly avoided apprehension by the US had begun to work as a trusted Courier and messenger for bin Laden while he was in hiding in Pakistan in 2009 the CIA determined that Al Kuwaiti was living in abbotabad further intelligence gathering LED them to identify the bin Laden compound as a peculiar building in the city tens of millions of dollars of funding were obtained from the US Congress to finance the establishment of a CIA team on the ground in abbotabad which in 2010 began monitoring the compound and those who entered and left it despite this extensive initiative and the use of the most sophisticated drone and surveillance devices available anywhere in the world the team was never able to obtain a photograph or any other evidence which concretely established that Bin Laden was living within the compound but by early 2011 the range of circumstantial evidence was such that they were convinced that this was The Hideout of the architect of the 911 attacks US President Barack Obama authorized what was codenamed Operation Neptune Spear on the 1st of May 2011 it was lunchtime in Washington DC but only half an hour later at nearly 11:00 p.m. at night in Afghanistan two Blackhawk helicopters carrying two dozen Navy Seals took off from an American Airbase in Afghanistan and flew over the border to Pakistan just over an hour and a half later at what was half past midnight in Pakistan on the 2nd of May the helicopters landed in the compound at abbotabad one of the helicopters crashed during the landing but none of the Navy Seals were injured fighting commenced as soon as they landed with a brief firefight with some of Bin Laden’s followers then the Navy Seals proceeded into the main compound back in Washington DC President Obama and Senior government and defense officials watched live footage of the raid from The Situation Room in the White House on the second floor the Navy Seals encountered and shot one of Bin Laden’s many adult sons as well as another follower Abu Ahmed Al Kuwaiti whose presence in abbotabad had first suggested to Security Services that Bin Laden might be Sheltering in the city then as they headed upstairs again they found bin Laten on the third floor their orders were to kill rather than apprehend the al-Qaeda leader there are conflicting accounts as to what then occurred as different Navy Seals have sought to claim credit for killing Bin Laden but it seems most likely that it was Matt bisonet who shot Bin Laden at 39 minutes past midnight local time in the body and head in the doorway of his bedroom and he then staggered backwards into the room and fell to the floor dead bin Laden was found to have 500 EUR and two mobile phones sewn into his robes no doubt for use if he found himself fleeing an attack on the compound such as the one which led to his death it was a rather pathetic demise a decision had been taken in advance that Bin Laden’s body would be disposed of quickly somewhere where his resting place would never be identified and turned into a shrine for Islamic fundamentalists and jihadists thus shortly after he was killed and the compound was fully secured the Navy Seals placed the al-Qaeda Leader’s corpse in a body bag and then brought it out to the helicopter that was still intact after a sweep of the compound to gather any intelligence which might be useful for offsetting further terrorist attacks or establishing a more concrete idea of what Bin Laden had been doing over the years the team exited the compound with the body on the sole functioning helicopter a backup helicopter was called in to collect some of the remaining Navy Seals by 8:00 p.m. back in Washington it had been confirmed that the body was that of Bin Laden President Obama addressed the nation a few hours later to announce news of the raid’s success as he was doing so Bin Laden’s body was being taken out to some undisclosed location at Sea and was disposed of there weighted down with iron chains and rocks to ensure it sank to the sea floor this was done within 24 hours of his death to comply with Islamic tradition sadly the death of AMA Bin Laden did not lead to any reduction in the threat which Islamic fundamentalists and jihadists posed to the Western World or indeed to most Muslims in the Islamic world as brutal as their tactics were alqaeda was already being eclipsed by more extreme Jihadi movements by the time of Bin Laden’s death in in 2004 a Jordanian jihadist by the name of Abu musab Al zakari had become an associate of al-Qaeda in Iraq during the early stages of the counterinsurgency against the US occupation in 2006 alar kawi and several of his closest allies merged to form what they called the Islamic State of Iraq in the years that followed they went from strength to strength but their methods also became ever more brutal including the use of vicious tactics against Muslims who refus to live according to anything other than the most severe forms of Shera law by the time US forces were withdrawn from Iraq in the early 2010s Al-Qaeda were increasingly unwilling to tolerate this approach to Jihad in the Middle East and a full split followed between the two organizations in the Years following Bin Laden’s death under al-qaeda’s new leader Iman Al zahari incredibly by by the 2010s al-Qaeda the organization who carried out the 9/11 attacks was being seen as too moderate by many Islamic fundamentalists and the Islamic State of Iraq group were now garnering many more followers amongst would be jihadists in the years that followed Islamic State of Iraq burst onto the consciousness of the entire world following the Arab Spring of 2011 a brutal Civil War erupted in Syria while while the US departure from neighboring Iraq saw significant parts of the country fall out of the control of the government in Baghdad in this environment Islamic State under its new leader Abu Bakr al- bagdadi was able to begin taking direct control over a vast s of territory across Northern Iraq and Eastern Syria in the course of 2014 and 2015 the newly named Islamic State in Iraq and the Levant or isil came to International attention as they declared the establishment of an Islamic caliphate over the lands they had taken control of isil brought Islamic Jihad to a new level of brutality which even Al-Qaeda distan itself from gradually control over easn Syria and Northern Iraq was rested from isil between 2014 and 2017 as the US sent troops back into the region as of the early 2020s Islamic fundamentalism would seem to be on the decline driven in part by rapidly improving living standards in the Middle East a reduced inclination towards nation building by the United States in the region and a warming of relations between Israel and many of its Muslim neighbors indeed the main threat of Islamic fundamentalism seems to have shifted from the Middle East to the sahal the region along the southern edge of the Sahara Desert where Jihadi groups have undermined the stability of Nations like Mali ner China and bino Faso the Taliban has also returned to power in Afghanistan following the US withdrawal in 2021 Osama Bin Laden was arguably the most significant figure in the history of modern Islamic fundamentalism beginning in the 1970s he was gradually radicalized through his exposure to the ideas of islamist Scholars such as SED kba this growing radicalism combined with the financial power available to him through the enormous Bin Laden business Empire in Saudi Arabia and the connections he enjoyed throughout Saudi society ensured that when the Soviet invasion of Afghanistan commenced in 1979 he was able to bring extensive powers to bear in training and equipping mujah hadin to fight the Russians throughout the 1980s had his career of opposition to non-muslim incursions into the Islamic world ended there he would simply be a footnote to history but once the war against the Soviets wound down he committed himself to a wider program of Islamic fundamentalism his actions during the Gulf War highlighted his growing anti-americanism and his willingness to split with Muslim regimes such as that of the Saudi royal family if they engaged in actions which he deemed antithetical to Islam thus by the 1990s a more extreme version of Bin Laden and alqaeda was emerging as reflected in the increasingly brutal bombing campaigns being launched the most severe being the US Embassy bombings of 1998 which killed hundreds and injured thousands but it is ultimately the 9/11 attacks on the United States which Bin Laden and alqaeda have become most infamous for on that fateful September morning in 2001 19 hijackers acting on Bin Laden’s orders launched attacks which killed over 2,700 people in the space of a few hours while thousands more had their lives cut short in the years that followed as a result of ancillary injuries just as damaging was the psychological impact most people have clear memories of where they were and what they were doing on the 11th of September 2001 as news of the attacks emerged and footage of the planes striking the Twin Towers surfaced on news outlets life changed in many ways that day as additional security measures were imposed Across the Western World to combat future attacks Wars followed in the Middle East and for years there was hardly a week went by when news of a major incident in Afghanistan Iraq or somewhere was on the front pages of newspapers all of this culminated in the rise of isil and a migrant crisis in the Mediterranean as millions of people sought to flee from Syria and Iraq by that time been Laden was dead killed in a rather ignominious end in a Fortified Compound he had been holed up in in abbotabad for half a decade but the world had been changed immeasurably by his violent extremism what do you think of Osama bin Laden would it have been better for him to have been captured alive and placed on trial for his crimes please let us know in the comment section and in the meantime thank you very much for watching e he the

  • SCO Summit: Geopolitics and Asian Cooperation

    SCO Summit: Geopolitics and Asian Cooperation

    The provided text is an excerpt from a YouTube video transcript that offers an overview and analysis of the Shanghai Cooperation Organization (SCO) Summit held in Tianjin, China. The analysis focuses heavily on the geopolitical implications of the summit, particularly in the context of rising tensions between the United States and its allies versus a growing Sino-Russian partnership. Key topics addressed include the SCO’s history and recent expansion to include Pakistan and India, the significance of Indian Prime Minister Narendra Modi’s attendance amid strained US-India relations due to tariffs, and the calls by Chinese and Russian leaders for greater Asian unity against perceived Western “power politics.” The text also details the summit’s joint communique, highlighting its balanced approach to addressing various member concerns, such as condemning terrorism and seeking political solutions in Afghanistan, while noting the ongoing China-India border disputes and the complexities of Pakistan-India relations.

    Shanghai Cooperation Organisation Tianjin Summit

    The Shanghai Cooperation Organisation (SCO) Summit discussed in the sources centers on the 25th Head of Government Meeting held in Tianjin, China. This summit was characterized as the largest in the organization’s history, featuring the participation of heads of state from 20 countries.

    SCO Background and Geopolitical Significance

    The SCO was established in 2001 in the Chinese city of Shanghai. Founding members included China and Russia, alongside Kazakhstan, Tajikistan, and Kyrgyzstan. Pakistan and India officially joined the organization on July 10, 2015.

    The SCO is widely viewed as a powerful organization positioned in opposition to the United States (US) and its Western allies. The US, under President Trump, explicitly sought to suppress China’s rising power. Consequently, Trump expressed disapproval of the Tianjin Summit, dismissing it as a mere “showy operation”.

    China and Russia have consistently wished for India to move closer to them and integrate into the concept of Asian power, rather than solidifying its status as a US ally.

    Key Participation and Indian Context

    The summit was notable for the personal attendance of Indian Prime Minister Narendra Modi, who came to China for the first time in seven years, having previously sent representatives.

    Modi’s attendance carried significant weight because relations between India—long considered the US’s closest ally—and the US had cooled substantially due to US President Trump imposing a 50% tariff on India.

    Despite India’s historical alliance with the US (including being part of the US-Australia-Japan-India QUAD, which aims to contain China), Modi emphasized strategic relations and cooperation with China, insisting that these ties should not be viewed through the lens of a third country.

    Major Themes and Leadership Addresses

    Chinese President Xi Jinping’s Focus

    President Xi Jinping used the summit to criticize specific international behavior, stating that “hooliganism and threatening behavior in the name of the World Order is deplorable”. While he did not explicitly name the US, his reference was clear. He urged member states to rise against the “supremacy and politics of power” employed by the West.

    Xi called on SCO member states to:

    • Put aside mutual differences and promote consensus.
    • Become each other’s friends and partners.
    • Establish strategic communication while respecting mutual differences.

    Xi used the China-India relationship as a practical example. He noted that both are the world’s two largest population nations, comprising 2.8 billion people, and represent the two oldest civilizations in the East. He acknowledged existing border disputes but stressed that these matters should not dominate the overall relationship. He asserted that cooperation and unity, likened to the “shared dance of the dragon and the elephant,” are essential, and the two nations should be good partners for each other’s success, aiming to increase their trade volume. The core lesson from this conference, according to the source, is that severe border disputes should not hold the overall relationship hostage or constrain trade ties.

    Other Leadership Remarks

    • Russian President Vladimir Putin used the platform to defend his “illegal attack” on Ukraine. He stated that continuous efforts by the West to incorporate Ukraine into NATO were a primary reason for the conflict, as they presented a direct threat to Russia’s security.
    • Pakistani Prime Minister Shehbaz Sharif focused on desiring normalized relations with neighboring countries.
    • Indian Prime Minister Narendra Modi strongly condemned terrorism.

    The Joint Communiqué and Outcomes

    The joint declaration issued by the summit was largely viewed as balanced, taking into account the demands of almost all member states without specifically accusing or naming any single party.

    Key points addressed in the declaration included:

    • Terrorism: The declaration officially condemned terrorism. It specifically condemned the Jaffar Express and Khuzdar attacks (requested by Pakistan), and the terrorism associated with the Pahalgam incident (requested by India). A demand was made to bring the patrons of these terrorist acts to justice. This outcome was significant for India, as a previous conference held in China in June of the same year had refused to include the condemnation of the Pahalgam incident in its declaration.
    • Proxy Warfare: The declaration asserted that the use of terrorist groups as political tools or proxies is unacceptable.
    • International Issues: The communiqué affirmed the 2015 Iran Nuclear Agreement and cautioned against any reinterpretation of the relevant UN resolution. It also condemned actions causing civilian casualties in Gaza and denounced American and Israeli attacks on Iran.
    • Afghanistan: A demand was made for the establishment of a government in Afghanistan that includes representatives from all political and ethnic groups to ensure lasting peace.

    Diplomatic Context

    Diplomats held expectations that the recent Tianjin Summit might facilitate a meeting or at least a handshake between Prime Minister Shehbaz Sharif and Prime Minister Modi, but this meeting did not occur.

    In terms of future goals, the greatest responsibility lies with Chinese leadership to find new paths for economic cooperation among member states to foster better assistance and development opportunities within the Asian alliance, particularly in contrast to the US/Trump approach.

    China-US Strategic Rivalry at SCO Summit

    The relationship between China and the United States (US), as reflected in the sources focusing on the Shanghai Cooperation Organisation (SCO) Summit, is characterized by geopolitical opposition, strategic rivalry, and mutual criticism.

    Strategic Opposition and Rivalry

    The sources explicitly frame the SCO as a powerful organization positioned in opposition to the United States (US) and its Western allies.

    This opposition is underscored by the US stance toward China’s rising global influence:

    • Suppression of Power: The fundamental slogan of US President Trump is identified as seeking to suppress China’s emerging power.
    • Dismissal of SCO: Reflecting this adversarial approach, Trump expressed disapproval of the Tianjin Summit, dismissing it as a merely “showy operation”.
    • Containment Efforts: The US is noted as being part of the QUAD (along with Australia, Japan, and India), which has the express objective of China’s containment.

    Chinese and Russian Rhetoric Against Western Supremacy

    During the SCO Summit, Chinese and Russian leaders directed strong criticism toward what they perceive as Western dominance, without always naming the US directly:

    • Critique of “World Order”: Chinese President Xi Jinping used the platform to criticize specific international behavior, stating that “hooliganism and threatening behavior in the name of the World Order is deplorable”. Although the US was not named, the source notes that his reference was clear.
    • Opposition to Power Politics: President Xi urged SCO member states to rise against the “supremacy and politics of power” employed by the West.
    • Allied Alignment: China and Russia have shared the desire for India to align more closely with them, moving toward the concept of Asian power rather than solidifying its status as a US ally.

    Impact on US Alliances

    US policies and actions have reportedly strained relations with key allies, driving them closer to China and the SCO:

    • Tariffs on India: US President Trump imposed a 50% tariff on India, which resulted in a substantial cooling of relations between India and the US, despite India traditionally being considered the US’s closest ally.
    • Neutralization of QUAD: The source suggests that Trump’s “shortsightedness” has effectively “suspended” the QUAD, a group aimed at containing China. Due to this loss of enthusiasm, Trump was reportedly forced to cancel his attendance at the November QUAD meeting hosted by India.
    • India’s Shift: Indian Prime Minister Narendra Modi, attending the SCO Summit, emphasized strategic relations and cooperation with China despite border differences, insisting that these ties “should not be viewed through the lens of a third country” (referring to the US).

    Direct Condemnation in SCO Declaration

    The joint communiqué issued by the SCO Summit included a condemnation of US actions concerning the Middle East:

    • The declaration condemned American and Israeli attacks on Iran.
    • It also affirmed the 2015 Iran Nuclear Agreement and cautioned against any reinterpretation of the relevant UN resolution.

    India-Pakistan Relations at the SCO Summit

    The discussion of India-Pakistan ties, particularly in the context of the Shanghai Cooperation Organisation (SCO) Summit, highlights the presence of strained relations, mutual desires for normalization, and a focus on combating terrorism.

    Participation and Diplomatic Expectations

    Both India and Pakistan are members of the SCO, having officially joined the organization on July 10, 2015. The 25th Head of Government Meeting in Tianjin, China, featured the personal attendance of Indian Prime Minister Narendra Modi and the participation of Pakistani Prime Minister Shehbaz Sharif.

    • Desire for Normalization: Pakistani Prime Minister Shehbaz Sharif used the platform to emphasize that Pakistan desires normal relations with its neighbors.
    • Failed Meeting Expectation: Diplomats held the expectation that the recent Tianjin Summit might facilitate a meeting or at least a handshake between Prime Minister Shehbaz Sharif and Prime Minister Modi. However, the source notes that this anticipated meeting did not occur.

    The source contrasts this lack of interaction with a historical moment during a SAARC conference where Pakistani President General Pervez Musharraf, despite heightened tension, approached and shook hands with Indian Prime Minister Vajpayee, which helped to thaw the “ice of mutual conflict”. The source notes that current Pakistani leadership, despite often advocating for dialogue on international platforms, lacked the “courage” shown by the former leader.

    Shared Condemnation of Terrorism

    A significant point concerning India-Pakistan relations at the SCO Summit was the inclusion of mutual demands regarding the condemnation of terrorism in the joint communiqué.

    • Indian Condemnation: Indian Prime Minister Modi strongly condemned terrorism.
    • Joint Communiqué Outcomes: The joint declaration of the summit was noted as being balanced and addressing the demands of almost all member states. Crucially, it included:
    • Condemnation of the Jaffar Express and Khuzdar attacks (requested by Pakistan).
    • Condemnation of the terrorism associated with the Pahalgam incident (requested by India).
    • Accountability: The declaration included a demand to bring the patrons of these terrorist acts to justice.
    • Proxy Warfare: The communiqué also asserted that the use of terrorist groups as political tools or proxies is unacceptable.

    The inclusion of the condemnation of the Pahalgam incident was particularly significant for India, as a previous conference held in China in June of the same year had refused to include it in its declaration, leading the Indian Defense Minister to leave the conference without signing the document.

    Call to End Hostility

    The sources emphasize the importance of overcoming historical animosity, drawing a parallel with the relationship between China and India:

    • National Interest: One perspective presented is that the elimination of hostility toward India is in the greater interest of the 250 million Pakistani people. It is argued that democracy and public interests in Pakistan are currently at stake due to this hostility.
    • Chinese Example: The source suggests that Pakistani leaders should learn from Chinese President Xi Jinping’s speech at the SCO Summit regarding China-India relations. Xi stated that despite severe border disputes, these matters should not dominate the overall relationship, nor should they hold trade relations hostage.

    Shanghai Cooperation Organisation: Unity Against External Pressure

    Regional cooperation, as discussed in the context of the Shanghai Cooperation Organisation (SCO) Summit, is emphasized as a necessity for mutual development, stability, and collective resistance against external pressures, particularly among the Asian powers.

    Principles and Necessity of Cooperation

    Chinese President Xi Jinping, in his address at the SCO Summit, underscored the key principles necessary for effective regional cooperation:

    • Setting Aside Differences: President Xi called on SCO member states to “put aside mutual differences” and promote consensus.
    • Friendship and Partnership: Members should strive to become “each other’s friends and partners”.
    • Strategic Communication: The establishment of strategic communication is required while simultaneously respecting mutual differences.
    • Unity Against External Pressure: Xi urged member states to rise against the “supremacy and politics of power” employed by the West and to counter “hooliganism and threatening behavior in the name of the World Order”.

    Economic and Trade Cooperation

    A significant focus of regional cooperation is strengthening economic and commercial ties:

    • Increasing Trade Volume: Regarding the China-India relationship, President Xi emphasized that both nations should be good partners for each other’s success and expressed a desire to increase their trade volume.
    • New Paths for Development: The sources note that the greatest responsibility lies with Chinese leadership to find new paths for economic cooperation among member states. This is intended to foster better assistance and development opportunities within the Asian alliance, serving as a direct counterpoint to the “Trump approach”.

    Cooperation in the Face of Disputes: The China-India Example

    President Xi used the relationship between China and India as a powerful illustration of necessary regional cooperation despite severe bilateral conflicts:

    • Shared Civilizations and Population: He highlighted that China and India are two ancient Eastern civilizations and the two largest population nations, collectively comprising 2.8 billion people.
    • Disputes Should Not Dominate: While acknowledging existing “border disputes,” Xi stressed that “these matters should not dominate the overall relationship”.
    • Lesson of the Conference: The core lesson emphasized by the source, drawn from Xi’s speech, is that severe border disputes should not hold the overall relationship hostage or constrain trade ties.
    • Shared Vision: Xi likened the necessary cooperation and unity between the two nations to the “shared dance of the dragon and the elephant”.
    • Strategic Relations: Indian Prime Minister Narendra Modi also emphasized strategic relations and cooperation with China despite the border differences, insisting that these ties should “not be viewed through the lens of a third country”.

    Cooperation on Security: Combating Terrorism

    Regional cooperation is vital for addressing shared security threats, notably terrorism:

    • Joint Condemnation: The SCO Joint Communiqué issued at the summit demonstrated successful cooperation by officially condemning terrorism, specifically addressing incidents requested by both Pakistan (Jaffar Express and Khuzdar attacks) and India (Pahalgam incident).
    • Proxy Warfare: The declaration affirmed a collective stance that the use of terrorist groups as political tools or proxies is unacceptable.
    • Afghanistan Peace: Member states jointly demanded the establishment of a government in Afghanistan that includes representatives from all political and ethnic groups to ensure lasting peace.

    Broader Geopolitical Cooperation

    The SCO itself is positioned as a framework for cooperation among non-Western powers:

    • Asian Power Concept: China and Russia have a shared desire for India to integrate into the concept of Asian power rather than functioning solely as a US ally.
    • Addressing Global Issues: The declaration demonstrated regional alignment on international issues by affirming the 2015 Iran Nuclear Agreement and cautioning against reinterpretation of the relevant UN resolution, as well as condemning American and Israeli attacks on Iran.

    Geopolitical Strategies of SCO Against Western Hegemony

    The fundamental geopolitical strategy adopted by the key SCO members, notably China and Russia, is one of resistance to Western supremacy and power politics.

    Goals and Rhetorical Strategy:

    • Opposing US Power: The SCO The discussion of geopolitical strategy within the sources centers on the actions and objectives of the Shanghai Cooperation Organisation (SCO) nations, primarily China and Russia, in direct opposition to the United States (US) and its strategic alliances.The Strategy of Counter-Hegemony (SCO, China, and Russia)is viewed as a powerful organization positioned in opposition to the United States (US) and its Western allies. US President Trump’s core slogan is identified as the attempt to suppress China’s rising power.
    • Challenging the “World Order”: Chinese President Xi Jinping directly criticized international actions, stating that “hooliganism and threatening behavior in the name of the World Order is deplorable,” with the sources noting this was a clear reference to the US.
    • Call for Collective Resistance: Xi urged SCO member states to rise against the “supremacy and politics of power” employed by the West.

    Strategic Methods:

    • Alliance Building: The SCO strategy emphasizes internal cohesion by calling on members to “put aside mutual differences,” promote consensus, and establish strategic communication while respecting those differences.
    • Economic Differentiation: Chinese leadership bears the primary responsibility for finding “new paths for economic cooperation” among member states. This strategic goal is intended to foster better assistance and development opportunities within the Asian alliance, providing a counter-narrative to the “Trump approach”.

    The Strategic Battle for India’s Alignment

    A central component of the current geopolitical strategy involves securing India’s alignment, shifting it away from its historical US alliance and integrating it into the concept of “Asian power”.

    • Push from China and Russia: China and Russia share a common desire for India to align more closely with them rather than solidifying its status as a US ally.
    • Leveraging US Tariffs: The strategy benefited from the US imposition of a 50% tariff on India under President Trump, which caused a significant cooling of relations between India (long considered the US’s closest ally) and the US.
    • Chinese Diplomacy (Strategic Partnership): President Xi Jinping executed a diplomatic strategy aimed at neutralizing bilateral disputes. He acknowledged existing border disputes but insisted that these issues “should not dominate the overall relationship” or hold trade relations hostage. Instead, he proposed that China and India should view each other as partners for success, aiming to increase their trade volume. This cooperation was likened to the “shared dance of the dragon and the elephant”.
    • Indian Response: Indian Prime Minister Narendra Modi confirmed this strategic shift by emphasizing strategic relations and cooperation with China, insisting these ties should not be viewed through the lens of a “third country”.

    The US Strategy of Containment (The QUAD)

    The US geopolitical strategy has historically focused on containment of China, primarily through the QUAD grouping:

    • Containment Goal: The US, Australia, Japan, and India are part of the QUAD, which is specifically designed for the “containment of China”. The group aims to coordinate actions if any issue arises concerning Taiwan.
    • Strategic Failure/Suspension: The sources indicate that the “shortsightedness” of US President Trump has effectively “suspended” the QUAD. The loss of enthusiasm led to the cancellation of his attendance at the November QUAD meeting hosted by India.

    Regional Security Strategy and Consensus

    SCO member states utilized the summit to achieve a unified strategy on shared security concerns, particularly terrorism:

    • Anti-Proxy Warfare: The joint declaration asserted a collective strategic position that the use of terrorist groups as political tools or proxies is unacceptable.
    • Shared Condemnation: Despite long-standing hostilities between India and Pakistan, the summit achieved a strategic consensus by officially condemning terrorism and including specific demands from both nations in the communiqué (condemnation of the Pahalgam incident for India, and the Jaffar Express and Khuzdar attacks for Pakistan). A demand was also included to bring the patrons of these terrorist acts to justice.
    • Afghanistan Stability: A joint strategic demand was made for the establishment of a government in Afghanistan that includes representatives from all political and ethnic groups to ensure lasting peace.
    • Middle East Alignment: The communiqué also demonstrated regional strategic alignment by condemning American and Israeli attacks on Iran, and affirming the 2015 Iran Nuclear Agreement while cautioning against reinterpretation of the relevant UN resolution.

    انسانوں کے نام د لیسن اف ایس سی او سمٹ شنگھائی تعاون تنظیم ایس سی او کا قیام 2001 میں چینی شہر شنگھائی کے مقام پر ہوا جس میں چائنہ اور رشیا کے علاوہ کازکستان تاجکستان اور کرگستان شامل تھے پاکستان اور انڈیا 10 جولائی 2015 کو اس میں شامل ہوئے اس تنظیم کا حالیہ 25واں سربراہی اجلاس چائنہ کے شہر تیانجن میں ہوا جو تنظیم کی تاریخ کا سب سے بڑا اجلاس تھا اس میں 20 ممالک کے سربران شریک ہوئے اس اجلاس کی خاص خاص بات یہ تھی کہ اس میں انڈین پرائم منسٹر نریندر مودی خود بنفس نفیس شریک ہوئے اس سے پہلے وہ اپنے نمائندوں کو بھیجتے رہے ہیں یوں وہ سات برس بعد چائنہ یاترا پر ائے شنگھائی تعاون تنظیم کی سمٹ میں مودی کی امد اس لیے بھی اہمیت کی حامل تھی کہ حالیہ دنوں امریکی پریزیڈنٹ ٹرمپ نے انڈیا پر جو 50 فیصد ٹیرف لگایا ہے اس سے انڈیا اور امریکہ کے تعلقات میں اچھی خاصی سرد مہری اگئی ہے انڈیا کو امریکہ کے قریب ترین اتحادی مانا جاتا رہا ہے جبکہ شنگائی تعاون تنظیم کو ایک طرح سے امریکہ اور اس کے مغربی اتحادیوں کے بالمقابل طاقتور تنظیم کی حیثیت سے پیش کیا جاتا ہے۔ امریکی پریزیڈنٹ ٹرمپ کا بنیادی سلوگن یہ ہے کہ چائنہ کی ابھرتی طاقت کو کسی بھی طرح دبایا جائے۔ یہی وجہ ہے کہ انہوں نے انتانجن سمٹ کو ناپسند کرتے ہوئے اسے بہت نمائشی کاروائی قرار دیا ہے۔ چائنہ اور رشیا کی مشترکہ خواہش رہی ہے کہ انڈیا امریکی اتحادی بننے کی بجائے زیادہ سے زیادہ ان کی قربت میں اتے ہوئے ایشیائی طاقت کا حصہ بنے۔ جیسے کہ چینی پریزیڈنٹ شی جنن پنگ نے اس اہم ترین موقع پر خطاب کرتے ہوئے کہا ہے کہ ورلڈ ارڈر کے نام پر گنڈا گردی اور دھمکی امیز رویہ قابل مذمت ہے۔ اس میں اگرچہ انہوں نے امریکہ کا نام نہیں لیا لیکن ان کا اشارہ واضح تھا۔ چینی پریزیڈنٹ نے مغرب پر تنقید کرتے ہوئے یہ بھی کہا کہ ہمیں اس کی بالادستی اور طاقت کی سیاست کے خلاف اٹھ کھڑے ہونا چاہیے۔ انہوں نے مزید کہا کہ شنگائی تعاون تنظیم کے رکن ممالک کو چاہیے کہ وہ باہمی اختلافات کو پس پشت ڈال کر باہمی اتفاق رائے کو فروغ دیں۔ ایک دوسرے کے دوست اور پارٹنر بنیں۔ صدر شی کا کہنا تھا کہ باہمی اختلافات کا احترام کام کرتے ہوئے تضویراتی رابطے قائم کریں۔ اس سلسلے میں صدر شی نے انڈیا چائنہ تعلقات کی مثال دیتے ہوئے کہا کہ مشرق میں ہم دو قدیم ترین تہذیبیں ہیں۔ سب سے بڑی ابادی والی اقوام جو دو ارب 80 کروڑ عوام پر مشتمل ہیں۔ بلاشبہ ہمارے سرحدی تنازعات بھی ہیں لیکن ان معاملات کو ہمارے مجموعی تعلقات پر حاوی نہیں ہونا چاہیے۔ ہم ایک دوسرے کی کامیابی کے لیے اچھے پارٹنر ہیں۔ ہم اپنے تجارتی تعلقات کے حجم کو مزید بڑھانا چاہتے ہیں۔ ڈریگن اور ہاتھی کے مشترکہ رقص کی طرح تعاون و اتحاد ضروری ہے۔ رشن شن پریزیڈنٹ ولادیمیر پیوٹن نے سنگائی تعاون تنظیم کے سربراہی اجلاس سے خطاب کرتے ہوئے ناروہ طور پر یوکرین پر اپنے ناجائز حملے کی مدافت کرتے ہوئے کہا کہ مغرب کی جانب سے یوکرین کو نیٹو میں شامل کرنے کی مستقل کوششیں یوکرینی تندے کی اہم وجوہات میں سے ایک ہیں جو رشیا کی سلامتی کے لیے براہ راست خطرہ بنتی ہیں حالانکہ انہوں نے یہ حمزہ قطعی ناجائز کیا ہے پاکستانی پرائم منسٹر شہباز شریف نے اس بات پر زور دیا کہ ہم اپنے ہمسایوں سے معمول کے تعلقات چاہتے ہیں جبکہ انڈین پرائم منسٹر نے اتنکواد یا ٹیررزم کی بھرپور مذمت کی۔ یوں جو مشترکہ علامیہ جاری ہوا اس میں تقریبا تمام رکن ممالک کے مطالبات یا تقاضوں کو پیش نظر رکھتے ہوئے کسی ایک پر الزام لگانے یا نام لینے کی بجائے ایک عمومی بات کی گئی۔ اس میں جہاں پاکستان کے مطالبہ پر جعفر ایکسپریس اور خزدار حملے کی مذمت کی گئی وہیں بھارتی مطالبے پر سانعہ پہلگام کی دہشتگردی کو قابل مذمت قرار دیا گیا۔ جن کے سرپرستوں کو کٹہرے میں لانے کا مطالبہ کیا گیا۔ 2015 کے ایران جوہری معاہدے کی توثیق کی گئی۔ تھی اس کے خلاف یو این قرارداد کی دوبارہ تشریح پر خبردار کیا گیا غزہ میں شہری علاکتوں کا سبب بننے والے اقدامات اور ایران پر امریکی اسرائیلی حملوں کی بھی مذمت کی گئی افغانستان میں پائدارمن کے لیے تمام سیاسی و نسلی گروہوں کے نمائندوں کی شمولیت سے حکومت کے قیام کا مطالبہ کیا گیا دہشت گرد گروہوں کو سیاسی یا پروکسیز کی حیثیت سے استعمال کرنا ناقابل قبول قرار دیا گیا مجموعی طور پر شنگائی تعاون تنظیم کے سربراہی اجلاس کا علامیہ بڑی حد تک متوازن قرار دیا جا سکتا ہے اگلی بات اقتصادی دی حوالے سے رکن ممالک میں تعاون کی مختلف راہیں تراشنا ہے جس کی سب سے بڑی ذمہ داری خود چینی قیادت پر عائد ہوتی ہے تاکہ ٹرمپ اپروچ کے بالمقابل ایشیائی اتحاد میں بہتر معاونت اور ترقی کے مواقع پیدا ہو سکیں جس طرح پریزیڈنٹ شی نے چائنہ اور انڈیا کو حریف کی بجائے حلیف قرار دیا اسی طرح پرائم منسٹر مودی نے سرحدی اختلاف کے باوجود چائنہ انڈیا سٹریٹیجک ریلیشنز اور تعاون پر زور دیتے ہوئے کہا کہ ان تعلقات کو کسی تیسرے ملک کی نظر سے نہیں دیکھا جانا چاہیے۔ دیکھا جائے تو یہ انڈیا کی مجبوری ہے۔ پچھلی ربع صدی انڈیا امریکی اتحادی کی حیثیت سے چائنہ مخالف گردانہ جاتا رہا ہے۔ 62 کی خوفناک جنگ کے بعد 2020 میں دونوں ممالک کے درمیان گلوان ویلی کی سرحدی جھڑپیں بھی ہو چکی ہیں۔ امریکہ اسٹریلیا جاپان سے مل کر انڈیا اسکواڈ کا حصہ ہے جس کا مدع ہی چائنہ کا گھراؤ ہے تاکہ تائیوان پر کسی نوع کا کوئی ایشو پیدا ہو تو مشترکہ اقدامات اٹھائے جا سکیں۔ لیکن ٹرمپ کی ناقبت اندیشی نے بالفعل کوڈ کو ہی معطل کر ڈالا ہے۔ نومبر میں اس کا جو اجلاس بھارتی میزبانی میں ہونے جا رہا تھا موجودہ حالات میں اس کی گرمجوشی اتنی ختم ہو چکی ہے کہ ٹرمپ کو اپنا یہ دورہ منسوخ کرنا پڑا ہے۔ حالیہ تیانجن سمٹ کا ایک فائدہ یہ ہوا ہے کہ اسی سال جون میں چائنہ کے اندر جو کانفرنس منعقد ہوئی تھی اس نے سانعہ تہلگام کی مذمت کو اپنے اعلامیہ میں شامل کرنے سے انکار کر دیا تھا۔ اسی وجہ سے انڈین ڈیفنس منسٹر راجداد بغیر دستخط کیے کانفرنس کو ادھورا چھوڑ کر واپس اگئے۔ جبکہ اس مرتبہ انڈیا کے اس مطالبے کو باضابطہ طور پر یانجن سمٹ علامیہ کا حصہ بنایا گیا ہے۔ سفارت کار حالیہ تیانجن سمٹ سے یہ توقو کر رہے تھے کہ شاید شہباز مودی ملاقات یا کم از کم شیک ہینڈ کی کوئی صورت نکل ائے لیکن باوجود یہ نہ ہو سکا درویش کو اس موقع پر وہ تاریخی لمحات یاد ائے جب کشیدگی کی ایسی ہی فضا میں سار کانفرنس منعقد ہوئی جس سے پاکستانی پریزیڈنٹ جنرل پرویز مشرف نے خطاب کرنے کے بعد داعش سے واپس جانے کی بجائے سامنے سے گزرتے ہوئے اسٹیج پر تشریف فرما پرائم منسٹر واجپائی کے روبرو جا پہنچے اور ان کی طرف ہاتھ بڑھایا واجپائی حیرت کے باوجود ایک دم اٹھے اور گرم جوشی سے ان کا سواگت کیا۔ یوں مصافہ کی عالمی سطح پر خوب چرچا ہوئی اور باہمی منافعت کی برف کچھ نہ کچھ پگھلی۔ ویسے تو ہمارے بلند پرواز انڈیا سے مذاکات اور بات چیت کی دہائی ہر عالمی پلیٹ فارم پر دیتے ہیں لیکن بالفعل ان کے اندر ڈکٹیٹر جنرل پرویز مشرف جتنا جگرا بھی نہیں ہے یا شاید وہ اپنے ارمی چیف کے دباؤ میں تھے جو اس کانفرنس میں انوکھی مسائل قائم کرتے ہوئے شامل ہوئے۔ حالانکہ دیگر 20 ممالک کی قیادتوں میں سے کسی ایک کے ساتھ بھی ان کا ارمی چیف یا ایسا کوئی اہتمام نہیں تھا اور اس سے پاکستان کی ڈیموکریسی کا اندازہ کیا جا سکتا ہے۔ وہ جس طرح پیوٹن کو سامنے گزرتے دیکھ کر ہاتھ ملانے کے لیے ترستی ہوئی نظروں سے دیکھتے ہوئے اگے بڑھے جس کا کچھ حاصل بھی نہ تھا۔ کیونکہ اسی پیوٹن کو بعد ازام وہ یہ کہتے پائے گئے کہ ہمیں معلوم ہے اپ انڈیا کے قریبی متر یا دوست ہیں۔ لیکن ہم بھی اپ سے اچھے تعلقات کے خواہاں ہیں۔ حالانکہ وہ ٹرمپ جس کی نوبل پرائز کے لیے اپ بڑے فخر سے نامزدگی کر رہے ہیں اور اسرائیل کی طرح عالمی سطح پہ سفاشات بھیج رہے ہیں وہ ٹرمپ نریندر مودی سے اس وجہ سے نالہ ہے کہ تم پیوٹن سے تیل کیوں خرید رہے ہو شاید ہمارا بلند برواد بھی تھوڑا روسی تیل منگوانا چاہتا ہے یا خود کو سابق کھلاڑی کی طرح عالمی لیڈر دکھانا یا منوانا چاہتا ہے اپ ایک طرف ٹرمپ کے قصیدے پڑھتے نہیں تھکتے ہو دوسری طرف پوٹن سے ہاتھ بلانے کے لیے قومی وقار کا بھی کوئی پاس و لحاظ نہیں کر رہے ہو جبکہ اپ خالصا قومی مفاد میں سوچیں تو انڈیا دشمنی کا خاتمہ 25 کروڑ پاکستانی عوام کے زیادہ مفاد میں ہے اور اسی دشمنی کی وجہ سے ہمارے جمہوریت اور عوامی مفادات داؤ پر لگے ہوئے ہیں۔ اس سلسلے میں اپ لوگوں کو چینی پریزیڈنٹ شی جن پنگ کی سنگھائی تعاون تنظیم کے سربرائی اجلاس میں کی گئی تقریر اور بعد ازاں انڈیا کے متعلق ان کے اظہار خیال سے بہت کچھ سیکھنے کی ضرورت ہے۔ یہ کہ شدید ترین سرحدی تنازعات کے باوجود ان معاملات کو مجموعی تعلقات پر حاوی نہیں ہونا چاہیے۔ تجارتی تعلقات کو ان تنگناؤں کا اسیر نہیں بننا چاہیے۔ یہی سبق ہے اس کانفرنس کا۔

  • Unlocking the Power of Books: The Benefits of Reading and How to Get Better at It

    Unlocking the Power of Books: The Benefits of Reading and How to Get Better at It

    Reading is one of the most transformative activities a person can undertake. Whether it’s immersing yourself in a gripping novel or diving deep into thought-provoking non-fiction, books provide opportunities to explore new worlds, develop skills, and expand your horizons. In an age where digital distractions often compete for our attention, the ability to engage with books becomes both a challenge and a powerful tool for personal growth.

    Books offer more than just stories—they shape how we think, feel, and interact with the world. Studies have consistently shown that reading enhances cognitive function, builds empathy, and promotes mental resilience. Regular reading has been linked to improved mental health by offering readers an escape from stress and giving them a fresh perspective on life’s challenges. Just like any muscle, our brain benefits from this consistent intellectual exercise, sharpening memory and improving concentration.

    Despite the undeniable benefits, many people struggle to cultivate regular reading habits. The key lies in developing intentional reading strategies that not only enrich your mind but also fit seamlessly into your daily routine. This blog will explore three essential benefits of reading—better vocabulary, enhanced communication skills, and stress relief—and offer insights on how to develop these advantages for lifelong success.

    Keywords: reading benefits, personal growth, mental health, cognitive improvement, reading habits

    Hashtags: #ReadingForGrowth #UnlockBooks #ReadingBenefits

    1. Better Vocabulary: Building a Robust Lexicon

    A rich vocabulary is not just about knowing fancy words—it directly influences your ability to communicate ideas effectively. Reading exposes you to new words in context, allowing you to understand their meanings naturally without needing a dictionary. Research from the Journal of Literacy Research suggests that frequent exposure to books improves not only vocabulary size but also word comprehension, which translates into more precise communication in daily conversations. This skill becomes particularly beneficial in academic and professional environments, where clear expression is essential.

    Moreover, reading different genres expands your linguistic range, introducing you to specialized terms, idiomatic expressions, and diverse writing styles. Whether you’re reading fiction, non-fiction, or poetry, each genre contributes to vocabulary growth by presenting new ways to articulate thoughts and ideas. This accumulated knowledge ultimately becomes a lifelong asset, helping readers engage more confidently in conversations and professional settings.

    Keywords: better vocabulary, language skills, communication, reading benefits

    Hashtags: #VocabularyMatters #ReadingSkills #LanguageGrowth

    2. Better Communication Skills: Sharpening the Art of Expression

    Communication is one of the most critical skills in today’s interconnected world, and reading serves as a powerful tool to refine it. Through books, readers absorb well-crafted sentences and coherent ideas, learning how to express thoughts clearly and persuasively. This habit enhances both written and verbal communication, as readers internalize grammar patterns, syntax, and storytelling techniques that can be applied in real-life interactions.

    In addition, reading encourages empathy by immersing readers in the character’s emotions and experiences, which translates into better interpersonal skills. Psychologist Keith Oatley, in The Psychology of Fiction, argues that narratives foster emotional intelligence by helping readers understand perspectives different from their own. This empathy enhances active listening and thoughtful conversation, essential elements for building meaningful relationships.

    Keywords: communication skills, reading benefits, empathy, emotional intelligence

    Hashtags: #EffectiveCommunication #ReadForSuccess #EmpathyThroughBooks

    3. Stress Relief: Books as a Mental Sanctuary

    Reading provides more than just knowledge—it offers a powerful way to manage stress. Engaging with a well-written novel or a thought-provoking article can transport your mind away from daily worries, creating a mental escape. Research from the University of Sussex found that just six minutes of reading can reduce stress levels by up to 68%, outperforming activities such as listening to music or going for a walk. This relaxation effect not only enhances mental well-being but also improves focus and productivity.

    The act of reading requires mindfulness, drawing your attention away from anxieties and grounding you in the present moment. This meditative quality of books helps readers unwind and regain emotional balance, making reading an effective tool for self-care. Whether it’s a bedtime story, a weekend novel, or a quick morning read, developing this habit offers sustainable stress relief in a fast-paced world.

    Keywords: stress relief, mindfulness, mental health, reading habits

    Hashtags: #StressReliefThroughReading #MindfulReading #BooksForBalance

    Conclusion: Maximizing the Power of Reading

    The benefits of reading extend far beyond entertainment, impacting critical areas of life such as vocabulary, communication, and mental well-being. As readers encounter new words, they strengthen their ability to convey ideas with precision. Similarly, reading sharpens communication skills by exposing people to a variety of perspectives, ultimately fostering empathy and emotional intelligence. Beyond cognitive growth, books also serve as a sanctuary for the mind, offering relief from the stress of daily life.

    Developing a consistent reading habit takes time, but the rewards are immense. Start small, explore genres that spark your interest, and gradually build a reading routine that fits your lifestyle. Remember, it’s not about how many books you finish but how deeply they resonate with you. As the philosopher Francis Bacon once said, “Some books are to be tasted, others to be swallowed, and some few to be chewed and digested.” The key is to unlock the full potential of reading, making it a lifelong source of enrichment and joy.

    Keywords: reading benefits, personal growth, communication skills, mental well-being

    Hashtags: #LifelongLearning #ReadingJourney #BooksForLife

    4. Depression Relief: Finding Solace Between the Pages

    Books have the unique ability to transport readers to different realities, offering much-needed relief from emotional struggles. For individuals battling depression, reading serves as a valuable tool for escaping feelings of isolation. Bibliotherapy, the use of books for therapeutic purposes, has gained recognition for helping individuals process emotions by relating to characters and narratives. Immersing oneself in fiction or self-help books can restore a sense of belonging, offering companionship when life feels lonely.

    Moreover, studies show that reading promotes emotional regulation by reducing rumination, and the repetitive thought patterns associated with depression. Non-fiction books that provide motivational insights or coping strategies further equip readers with tools to combat depressive symptoms. As British author C.S. Lewis once said, “We read to know that we are not alone.” Books remind readers that even in their darkest moments, they are connected to a broader human experience.

    Keywords: depression relief, bibliotherapy, emotional health, reading therapy

    Hashtags: #BooksHeal #MentalHealthThroughReading #ReadingForWellness

    5. Health Benefits: Reading as Medicine for the Mind and Body

    Beyond emotional relief, reading benefits physical health by stimulating brain activity and reducing stress. Studies indicate that regular reading helps lower heart rate and blood pressure, acting as a natural stress reducer. According to research from the Mayo Clinic, relaxation activities such as reading can reduce the body’s cortisol levels, promoting overall cardiovascular health. Engaging with a good book not only relaxes the mind but also creates a physiological state conducive to better well-being.

    Reading also triggers neural connectivity, exercising multiple areas of the brain, including those responsible for comprehension, imagination, and memory. This cognitive stimulation serves as mental fitness, much like physical exercise benefits the body. The resulting mental clarity and relaxation contribute to a healthier lifestyle, making reading an effective preventive measure against stress-related illnesses.

    Keywords: health benefits, stress reduction, brain stimulation, cardiovascular health

    Hashtags: #HealthyMindHealthyBody #ReadForWellness #BooksForHealth

    6. Slowing Cognitive Decline: Mental Fitness for Aging Minds

    As people age, cognitive decline becomes a pressing concern, but reading offers an effective way to slow this process. Studies published in Neurology have shown that seniors who engage in reading and other mentally stimulating activities experience slower rates of cognitive decline compared to those who do not. Regular reading keeps the mind sharp, enhancing memory retention and problem-solving skills—abilities that tend to weaken with age.

    Experts emphasize that reading can also reduce the risk of Alzheimer’s disease by building a cognitive reserve. Similar to how physical exercise strengthens muscles, reading exercises the brain, promoting neuroplasticity—the brain’s ability to adapt and reorganize itself. Whether it’s solving puzzles, reading newspapers, or enjoying novels, maintaining this habit fosters mental agility, helping seniors remain independent and engaged throughout their golden years.

    Keywords: cognitive decline, Alzheimer’s prevention, mental fitness, aging brain

    Hashtags: #BrainHealth #CognitiveWellness #ReadToAgeWell

    Conclusion: Strengthening Mind and Body Through Reading

    Reading is not just a hobby—it’s a powerful ally in fostering mental, emotional, and physical well-being. For those struggling with depression, books offer comfort and an escape from isolation, helping them reconnect with the world. Similarly, reading provides tangible health benefits by reducing stress levels, regulating blood pressure, and promoting relaxation. As a lifelong habit, reading also protects against age-related cognitive decline, ensuring that the mind stays sharp well into old age.

    Incorporating reading into your daily routine can unlock these transformative benefits. Whether it’s immersing yourself in fiction, exploring non-fiction, or diving into research journals, the key is to stay consistent. As the philosopher Mortimer Adler suggests in How to Read a Book, “The best way to learn is by reading.” By making reading a regular part of life, individuals can enjoy better mental health, improved physical well-being, and a more fulfilled existence at any stage of life.

    Keywords: reading benefits, mental health, physical well-being, cognitive decline prevention

    Hashtags: #LifelongReading #BooksForHealth #ReadingForLongevity

    7. Makes You More Tolerant: Embracing Diversity Through Stories

    Fiction offers more than just entertainment; it broadens our perspectives by introducing us to diverse cultures, lifestyles, and ideas. Stories set in unfamiliar places or featuring characters with experiences vastly different from our own can reshape our worldview, making us more open-minded. Studies published in Science indicate that readers of literary fiction show an increased capacity for social perception and emotional intelligence, both of which foster tolerance. Through reading, people develop an understanding of the complexities behind various social issues, challenging stereotypes and biases.

    Books expose us to ethical dilemmas, cultural differences, and marginalized voices, encouraging us to view the world through others’ eyes. This enhanced understanding makes it easier to appreciate others’ experiences without judgment, even when they differ from our own. As writer Jhumpa Lahiri says, “That’s the thing about books. They let you travel without moving your feet.” Through stories, readers cultivate patience, acceptance, and respect for differences, contributing to a more inclusive society.

    Keywords: tolerance, diversity, cultural awareness, social perception, empathy

    Hashtags: #BooksForDiversity #ReadingForTolerance #EmpathyThroughStories

    8. Improves Memory: Sharpening the Mind with Stories

    Reading is an excellent exercise for memory retention, as it requires us to track plotlines, characters, and intricate details. Engaging with a narrative strengthens the brain’s ability to store and retrieve information. When you follow a story, your mind works to remember characters, events, and relationships, which enhances cognitive function. Research published in the Journal of Psychology and Aging shows that regular reading improves working memory and helps slow down age-related memory decline.

    Moreover, reading encourages the brain to form neural connections that aid in long-term memory formation. Similar to the way puzzles stimulate the brain, recalling plot developments reinforces mental acuity. Whether you enjoy mysteries, historical novels, or scientific journals, each reading session serves as a mental workout, training your brain to retain information and recall it with precision over time.

    Keywords: memory improvement, cognitive function, brain exercise, memory retention

    Hashtags: #BoostMemory #BrainTraining #ReadingForCognition

    9. Makes It Easier to Empathize: Building Emotional Awareness Through Reading

    Books provide unparalleled opportunities to step into someone else’s world and understand their emotions and struggles. When readers engage with well-developed characters, they experience the characters’ feelings vicariously, which strengthens their ability to empathize. Psychologist Raymond Mar, in his study on fiction and empathy, found that frequent readers of fiction perform better on tests measuring empathy and social understanding. This emotional engagement translates into real-life scenarios, making it easier to connect with others on a deeper level.

    Reading helps develop the “theory of mind,” the capacity to understand that other people have beliefs, desires, and emotions different from one’s own. Whether it’s a coming-of-age novel, a memoir, or a historical narrative, stories offer valuable insights into the human experience. This empathy makes readers more attuned to others’ needs, improving relationships and promoting compassion in everyday interactions.

    Keywords: empathy, emotional intelligence, social understanding, theory of mind

    Hashtags: #EmpathyThroughReading #EmotionalIntelligence #BooksBuildCompassion

    Conclusion: Expanding Minds and Hearts with Books

    Reading enriches not only the intellect but also the heart, fostering tolerance, improving memory, and enhancing empathy. By encountering diverse perspectives through stories, readers learn to embrace differences, becoming more understanding and open-minded individuals. At the same time, the mental challenge of following plots and remembering details sharpens memory, preparing the brain for lifelong cognitive resilience. Books also deepen emotional awareness by encouraging readers to walk in others’ shoes, promoting empathy and compassion in relationships.

    Incorporating reading into your daily life is not just an exercise in knowledge—it’s a way to grow emotionally and mentally. Whether you choose fiction or non-fiction, biographies or fantasy novels, the stories you read have the power to shape who you become. As novelist, George R.R. Martin wisely remarked, “A reader lives a thousand lives before he dies. The man who never reads lives only one.” By making reading a habit, you unlock not only a wealth of knowledge but also the emotional depth to connect with the world meaningfully.

    Keywords: empathy, tolerance, memory improvement, emotional growth, cognitive benefits

    Hashtags: #ReadToGrow #BooksChangeLives #UnlockThePowerOfReading

    10. Makes You Happier: Lifting Your Mood Through Reading

    Reading is more than just an intellectual pursuit—it’s a simple yet effective way to boost your mood. Studies published in Social Indicators Research reveal that people who read regularly report higher levels of happiness and life satisfaction. This is partly because reading offers an escape from daily stressors, providing a space for relaxation and personal enjoyment. Whether it’s indulging in your favorite novel, browsing through a magazine, or exploring new ideas in non-fiction, taking time to read can brighten your day and foster a sense of contentment.

    Additionally, reading stimulates the release of dopamine, a neurotransmitter associated with pleasure and reward. This explains why losing yourself in a captivating story can make you feel invigorated and uplifted. The act of reading creates small moments of joy, turning it into a sustainable self-care habit. As author Dr. Seuss once said, “You can find magic wherever you look. Sit back and relax, all you need is a book.”

    Keywords: happiness, mood improvement, self-care, relaxation, life satisfaction

    Hashtags: #BooksForJoy #HappyReading #SelfCareThroughReading

    11. Improves Imagination: Fueling Creativity and Visualization

    Reading acts as a mental canvas, sparking the imagination by encouraging readers to visualize scenes, characters, and settings. Each page offers an opportunity to create entire worlds within the mind, stimulating creativity. Fiction, in particular, requires readers to actively picture events as they unfold, making it a powerful tool for developing imaginative thinking. This mental imagery extends beyond storytelling, as it strengthens the ability to think creatively in real-life situations.

    Moreover, engaging with diverse narratives helps readers explore possibilities beyond their immediate experiences, cultivating out-of-the-box thinking. Imagination isn’t just for artists and writers—it’s an essential skill for problem-solving, innovation, and emotional resilience. Books train the brain to generate mental simulations, enhancing visualization skills and fostering creativity that can be applied across personal and professional settings.

    Keywords: imagination, creativity, visualization, mental imagery, problem-solving

    Hashtags: #FuelYourImagination #BooksForCreativity #ReadingInspires

    12. Improves Analytical Skills: Sharpening the Mind Through Stories

    Reading hones analytical thinking by challenging readers to follow plots, connect ideas, and anticipate outcomes. Every narrative presents clues and twists, inviting readers to make predictions and analyze the motives of the characters. This process strengthens problem-solving abilities by training the brain to organize, compare, and interpret information effectively. Research published in Reading Research Quarterly highlights that readers who engage deeply with complex stories demonstrate enhanced analytical and critical thinking skills.

    In addition to fiction, non-fiction books also develop analytical prowess by exposing readers to different arguments, facts, and viewpoints. Analytical thinking extends beyond books, improving decision-making and planning in everyday life. From solving mysteries in novels to breaking down scientific theories, reading cultivates mental discipline that equips readers to tackle challenges logically and methodically.

    Keywords: analytical skills, problem-solving, critical thinking, mental discipline

    Hashtags: #SharpenYourMind #AnalyticalReading #ReadingForLogic

    Conclusion: Reading as a Gateway to Happiness and Growth

    The joy of reading goes beyond entertainment, offering mental and emotional benefits that enrich our daily lives. Reading makes us happier by providing moments of relaxation and pleasure, allowing us to escape stress and boost our mood. It also expands the imagination, encouraging us to visualize stories and develop creative solutions in our personal and professional endeavors. Furthermore, reading strengthens analytical skills, sharpening our ability to interpret information, solve problems, and think critically.

    By cultivating the habit of reading, you unlock multiple pathways to personal growth and fulfillment. As novelist J.K. Rowling noted, “Words are, in my not-so-humble opinion, our most inexhaustible source of magic.” Books offer the magic of happiness, creativity, and insight, all within reach of those who take the time to explore them. Whether it’s fiction or non-fiction, reading has the power to shape your mind, elevate your mood, and prepare you for life’s challenges.

    Keywords: happiness, imagination, analytical skills, personal growth, critical thinking

    Hashtags: #ReadToGrow #BooksForHappiness #UnlockYourPotential

    13. Encourages Inclusivity: Fostering Open-Mindedness Through Stories

    Books serve as bridges between cultures, offering readers the chance to engage with perspectives and life experiences that differ from their own. Whether it’s a novel set in an unfamiliar culture or a memoir that explores marginalized identities, reading fosters inclusivity by challenging biases and broadening the reader’s understanding of others. Through stories, readers learn to embrace different viewpoints, developing an appreciation for diversity and fostering empathy toward those from different backgrounds.

    Incorporating books that represent varied voices into your reading routine helps cultivate a mindset of acceptance and respect. This exposure makes it easier to dismantle stereotypes and encourages an inclusive approach to life. As American author Maya Angelou once said, “We all should know that diversity makes for a rich tapestry, and we must understand that all the threads of the tapestry are equal in value.” By reading widely, individuals can nurture the spirit of inclusivity, both in thought and action.

    Keywords: inclusivity, diversity, empathy, cultural awareness, open-mindedness

    Hashtags: #BooksForInclusion #ReadToUnderstand #DiversityInReading

    14. Expands Your Thought Process: Broadening Mental Horizons

    Reading stimulates critical thinking by exposing readers to new ideas, perspectives, and problems that require reflection. Whether it’s non-fiction that presents real-world concepts or fiction that explores philosophical themes, books encourage the development of a flexible thought process. This mental exercise improves decision-making, enhances problem-solving, and fosters the ability to think independently. By engaging with multiple viewpoints, readers learn to analyze complex topics from different angles and form well-rounded opinions.

    Non-fiction, in particular, offers valuable insights into real-life subjects such as science, history, or psychology, allowing readers to build a deeper understanding of the world around them. Books that present contrasting ideas further enhance critical thinking by challenging assumptions and encouraging intellectual growth. This expanded thought process equips readers to approach personal and professional challenges with creativity, confidence, and clarity.

    Keywords: thought process, critical thinking, problem-solving, intellectual growth, decision-making

    Hashtags: #ExpandYourMind #CriticalThinking #ReadToLearn

    15. Teaches You Facts: Gaining Knowledge Across Disciplines

    Books, especially non-fiction, are treasure troves of knowledge that cover a wide range of topics—from ancient history to modern finance. Reading non-fiction not only enhances your understanding of specific subjects but also equips you with facts that can be applied to real-life situations. Whether it’s learning about historical events, understanding economic theories, or exploring psychological insights, non-fiction expands your intellectual toolkit. This accumulation of knowledge builds expertise and boosts confidence in conversations and decision-making.

    In addition, books offer reliable, well-researched information that helps readers develop critical media literacy, teaching them how to discern facts from misinformation. As American historian Daniel J. Boorstin aptly stated, “The greatest obstacle to discovery is not ignorance—it is the illusion of knowledge.” Reading books across various subjects provides readers with a foundation of facts that helps them make informed decisions and engage meaningfully with the world.

    Keywords: knowledge, non-fiction, media literacy, real-world learning, intellectual growth

    Hashtags: #ReadToLearn #KnowledgeIsPower #NonFictionReads

    Conclusion: Embracing the Power of Knowledge and Open-Mindedness

    Reading is a transformative practice that nurtures inclusivity, expands mental horizons, and provides factual knowledge across disciplines. Books allow us to engage with different cultures and viewpoints, promoting tolerance and empathy. At the same time, reading broadens our thought processes by exposing us to new ideas and sharpening critical thinking skills. Non-fiction books, in particular, offer practical knowledge that helps readers navigate the complexities of life with confidence and insight.

    Developing a reading habit enriches the mind and soul, preparing individuals to thrive in a diverse, knowledge-driven world. As the novelist Haruki Murakami once wrote, “If you only read the books that everyone else is reading, you can only think what everyone else is thinking.” By reading widely and deeply, individuals cultivate open-mindedness, critical thinking, and intellectual curiosity, equipping themselves for personal growth and lifelong learning.

    Keywords: inclusivity, knowledge, critical thinking, personal growth, lifelong learning

    Hashtags: #ReadForGrowth #BooksForDiversity #ExpandYourHorizons

    16. Helps You Structure Information Better: Organizing Knowledge for Practical Use

    Reading non-fiction requires engaging with structured content such as headings, subheadings, bullet points, charts, and graphs. This format trains readers to identify key information and organize it logically, improving their ability to structure knowledge. Developing this skill is especially beneficial in personal and professional settings, where clear organization is essential for tasks like writing reports, managing projects, or planning activities.

    As readers become more familiar with the structured presentation of ideas, they learn to break down complex concepts into manageable parts. This process enhances their ability to summarize, prioritize, and retain information efficiently. Whether you’re reading a self-help book or a technical manual, the skills you acquire from interacting with structured content will empower you to organize your thoughts clearly and communicate them effectively.

    Keywords: structure, information organization, logical thinking, non-fiction reading, practical skills

    Hashtags: #StructuredThinking #OrganizeWithBooks #NonFictionSkills

    17. Longer Life Expectancy: The Longevity Benefits of Reading

    Reading books isn’t just an enriching pastime—it’s also linked to a longer life expectancy. A study published in Social Science & Medicine found that individuals who read books regularly lived nearly two years longer than non-readers. The immersive nature of reading books engages the brain deeply, promoting mental stimulation that protects against cognitive decline. Additionally, the relaxation associated with reading lowers stress, contributing to better physical health over time.

    Interestingly, the study also noted that books were more effective in promoting longevity than other types of media, such as magazines or newspapers. This suggests that the depth of engagement and cognitive effort required to read books plays a key role in these health benefits. Developing a habit of reading not only enriches the mind but also fosters the kind of mental fitness that supports a longer, healthier life.

    Keywords: longevity, life expectancy, reading benefits, mental health, cognitive stimulation

    Hashtags: #BooksForLife #LongevityThroughReading #HealthyHabits

    18. Improves Focus: Strengthening Concentration and Mental Discipline

    Reading requires sustained attention, making it an excellent exercise for improving focus. Whether it’s a gripping novel or an academic text, following a storyline or argument trains the brain to concentrate for longer periods. For both children and adults, this enhanced focus translates into better academic performance, improved productivity, and greater mental clarity. Research from the Journal of Applied Psychology shows that regular reading improves attention span and reduces susceptibility to distractions.

    Books challenge readers to slow down and engage deeply with the content, fostering mindfulness and mental discipline. In a world filled with constant distractions from smartphones and social media, reading offers a rare opportunity to practice uninterrupted focus. This ability to concentrate not only benefits literacy but also extends to other areas of life, such as work, study, and personal projects.

    Keywords: focus, concentration, attention span, mental discipline, mindfulness

    Hashtags: #FocusThroughReading #MindfulReading #ConcentrationTraining

    Conclusion: Organizing Your Life, Living Longer, and Staying Focused

    Reading offers practical benefits that extend beyond entertainment and knowledge. It trains readers to structure information effectively, enhancing their ability to organize thoughts and communicate with clarity. Furthermore, studies reveal that regular readers enjoy longer life expectancy, thanks to the cognitive stimulation and stress reduction that books provide. In addition to these benefits, reading improves focus and concentration, equipping individuals with the mental discipline needed to succeed in both personal and professional pursuits.

    By making reading a daily habit, you unlock these advantages and position yourself for long-term well-being. As American author Henry David Thoreau once wrote, “Books are the treasured wealth of the world and the fit inheritance of generations and nations.” Whether you are looking to organize information better, extend your lifespan, or sharpen your focus, books offer a path toward continuous self-improvement and a richer, more meaningful life.

    Keywords: focus, longevity, structured thinking, cognitive stimulation, self-improvement

    Hashtags: #BooksForLife #ReadingForFocus #StructuredThinking

    19. Healthy Entertainment: Relaxing the Mind While Stimulating It

    Reading offers a refreshing alternative to passive entertainment like television or scrolling through social media. Unlike screen-based activities, reading actively engages the brain while promoting relaxation, reducing stress, and stimulating mental growth. Fictional stories transport readers to imaginative worlds, while non-fiction provides knowledge, all without overstimulating the senses. As a form of entertainment that encourages mindfulness, reading contributes to a healthier lifestyle, nurturing both mental and emotional well-being.

    The immersive nature of reading not only entertains but also fosters long-term benefits such as improved cognitive function and emotional resilience. This makes it a valuable part of daily routines. As author Neil Gaiman says, “Books are the way that we communicate with the dead. They are how humanity has built itself, progressed, made knowledge incremental rather than something that dies with each generation.” Choosing books as a primary source of entertainment offers an enriching experience that enhances both leisure time and personal growth.

    Keywords: healthy entertainment, stress reduction, mental well-being, relaxation, mindfulness

    Hashtags: #HealthyEntertainment #BooksForLife #ReadForRelaxation

    20. Better Sleep: Preparing the Mind and Body for Rest

    Reading before bedtime can significantly improve sleep quality by calming the mind and signaling the body to prepare for rest. When readers immerse themselves in a book, their focus shifts from everyday stressors, promoting relaxation. This state of mental detachment allows the body to unwind naturally, easing the transition into sleep. A study from the Journal of Sleep Research indicates that individuals who read before bed tend to fall asleep faster and report better sleep quality.

    Books, especially fiction, offer an ideal way to disconnect from the digital distractions that often interfere with sleep cycles. The absence of blue light emissions, which are common with screens, makes reading a healthier nighttime activity. Whether you read a few pages of a novel or engage with non-fiction, developing a bedtime reading habit can create a positive sleep routine that fosters deep and restful sleep.

    Keywords: better sleep, relaxation, bedtime routine, stress relief, restful sleep

    Hashtags: #BetterSleep #BooksForRest #ReadingBeforeBed

    21. Could Prevent Insomnia: A Natural Remedy for Restlessness

    Insomnia, often caused by stress or anxiety, disrupts sleep patterns and can affect both mental and physical health. Reading offers a natural remedy by promoting relaxation and increasing serotonin and melatonin levels—hormones essential for sleep regulation. Engaging with a book before bedtime helps to quiet the mind and relieve tension, setting the stage for a peaceful slumber. This soothing activity can break the cycle of overthinking and restlessness, allowing readers to drift off more easily.

    Establishing a consistent reading habit at night creates a calming ritual that signals the brain it’s time to wind down. Even just 15-20 minutes of reading can have a profound impact on sleep quality. As the National Sleep Foundation advises, avoiding screens before bed is crucial for healthy sleep, and reading a physical book is an excellent alternative. In this way, reading serves as both a sleep aid and a long-term strategy to prevent chronic insomnia.

    Keywords: insomnia prevention, relaxation, sleep aid, stress relief, healthy sleep habits

    Hashtags: #PreventInsomnia #ReadToSleep #BooksForBetterSleep

    Conclusion: Nurturing Well-Being Through Healthy Habits

    Reading is not just a source of knowledge but also a powerful tool for improving quality of life. It offers healthy entertainment that stimulates the mind while reducing stress, providing a mindful alternative to screen time. Additionally, reading enhances sleep by calming the mind and body, preparing them for rest. For those struggling with insomnia, it can act as a natural remedy by promoting relaxation and increasing essential sleep-regulating hormones.

    Incorporating reading into your daily routine is a simple yet effective way to support mental, emotional, and physical well-being. Whether it’s as a pre-sleep ritual or a source of healthy leisure, books create lasting habits that contribute to better rest, relaxation, and personal fulfillment. As American novelist Louisa May Alcott once remarked, “She is too fond of books, and it has turned her brain.” Indeed, books have the power to reshape not only minds but also lifestyles, leading to better health and happiness.

    Keywords: healthy habits, insomnia prevention, relaxation, sleep improvement, well-being

    Hashtags: #BooksForWellbeing #ReadForBetterLife #HealthyReadingHabits

    22. Less Stress: Relaxation Through the Pages

    Reading is a powerful stress reliever that offers a soothing escape from life’s daily pressures. When you become absorbed in a story, your mind detaches from immediate worries, allowing your heart rate and blood pressure to decrease. Studies by the University of Sussex revealed that reading for as little as six minutes can reduce stress levels by up to 68%, making it more effective than other relaxation techniques such as listening to music or taking a walk.
    The immersive experience of reading encourages a state of calm by engaging the imagination and giving your mind a break from overthinking. Whether you dive into a novel or explore a non-fiction topic, the mental focus required helps ease muscle tension, leaving you feeling refreshed and rejuvenated. Books not only entertain but also promote emotional well-being, making reading an ideal activity for unwinding after a long day.
    Keywords: stress relief, relaxation, emotional well-being, mental focus, reading benefits
    Hashtags: #StressReliefWithBooks #ReadAndRelax #BooksForCalm

    23. How to Become a Better Reader: Choosing the Right Books

    Becoming a better reader begins with selecting books that align with your interests and current needs. Are you in the mood for lighthearted fiction, or do you prefer a thought-provoking non-fiction title? Identifying your motivation—whether it’s entertainment, knowledge, or self-improvement—will help you pick books that keep you engaged. Browsing bestseller lists or asking for recommendations can also point you toward books that suit your taste and reading goals.
    In addition, explore genres you haven’t tried before. Trying new literary styles, from poetry to memoirs, can broaden your reading experience and deepen your appreciation for diverse writing forms. The more variety you introduce into your reading, the more you train your mind to adapt to different narratives and perspectives, which can help you become a more discerning and confident reader.
    Keywords: better reader, book selection, reading motivation, diverse genres, reading engagement
    Hashtags: #BetterReading #PickTheRightBook #ReadWithPurpose

    24. Make a Plan: Setting Goals for Long-Term Success

    A reading plan can be a game-changer for those who want to develop a consistent reading habit. While it doesn’t have to be rigid or overly structured, setting goals—such as finishing a certain number of books per month or exploring new genres—can provide motivation. Break larger goals into manageable steps, such as reading for 20 minutes a day or focusing on completing one book at a time. These small actions create momentum and help establish reading as a rewarding habit.
    Tracking your progress is another helpful strategy. Whether you maintain a reading journal or use digital tools like Goodreads, monitoring what you read and reflecting on your takeaways can enhance your reading experience. A flexible plan ensures that reading remains enjoyable and sustainable, rather than becoming a chore. Remember, the goal is not just quantity but quality—it’s about finding joy and growth in every book you read.
    Keywords: reading plan, habit-building, reading goals, tracking progress, sustainable reading
    Hashtags: #ReadingPlan #SetReadingGoals #BooksForLife


    Conclusion: Reducing Stress and Developing a Reading Strategy
    Reading is a versatile tool for improving well-being and cultivating personal growth. It provides a much-needed escape from stress, offering relaxation through immersive storytelling and engaging ideas. But to unlock the full potential of reading, it’s important to develop strategies that help you read with purpose and consistency. Choosing the right books based on your current needs and making a flexible reading plan ensures that reading remains both enjoyable and enriching.
    By building intentional reading habits, you not only reduce stress but also nurture a lifelong love for books. As Stephen King puts it, “Books are a uniquely portable magic.” With the right approach, reading becomes more than just a hobby—it becomes a way to improve your mind, manage stress, and stay motivated to learn and grow.
    Keywords: reading strategy, stress relief, reading goals, intentional reading, personal growth
    Hashtags: #ReadForGrowth #StressFreeReading #ReadingGoals

    25. Read More Deeply: Embrace the Full Experience

    Reading deeply requires slowing down and immersing yourself fully in the text. Skimming or rushing through pages diminishes comprehension and engagement, making it harder to grasp the author’s message. When you notice yourself losing focus, it’s helpful to backtrack and reread sections to absorb important details. Annotating with highlighters, sticky notes, or margin notes is an excellent way to stay engaged, identify key points, and retain critical insights.

    Deep reading fosters reflection, encouraging you to connect with the material on a personal level. It allows you to experience the story’s nuances or the underlying arguments in non-fiction. In a fast-paced world, intentional deep reading sharpens comprehension and cultivates patience, making it easier to appreciate the art of storytelling or the intricacies of an argument. As literary scholar Maryanne Wolf notes, “Deep reading… is indistinguishable from deep thinking.”

    Keywords: deep reading, comprehension, annotation, reflection, focus

    Hashtags: #DeepReading #SlowReading #EngageWithBooks

    26. Read More Critically: Sharpen Your Analytical Skills

    Critical reading involves more than simply understanding words on a page—it challenges readers to question, evaluate, and form opinions about the content. As you read, ask yourself thoughtful questions: What is the author trying to convey? Are there underlying themes or biases? How does the book relate to other works you’ve read? This process sharpens analytical skills, enabling readers to engage with the material on a deeper intellectual level.

    Reading critically empowers you to become an active participant rather than a passive consumer. It helps you identify inconsistencies, challenge assumptions, and reflect on the relevance of the content to your life. Whether you’re reading fiction or non-fiction, this analytical approach strengthens critical thinking and fosters a deeper understanding of complex ideas. As Francis Bacon famously said, “Some books are to be tasted, others to be swallowed, and some few to be chewed and digested.”

    Keywords: critical reading, analytical skills, intellectual engagement, questioning, critical thinking

    Hashtags: #CriticalReading #ReadToThink #AnalyzeWithBooks

    27. Enhance Your Post-Book Experience: Keep the Journey Going

    The journey with a book doesn’t have to end when you reach the last page. Maintaining a reading journal or log allows you to reflect on what you’ve learned, track your progress, and document your thoughts about the book. Writing down key takeaways or memorable quotes helps reinforce your understanding and provides a point of reference for future discussions.

    Engaging with online book clubs, attending author events, or following up with additional reading on related topics can further enhance your post-book experience. Revisiting books or discussing them with fellow readers keeps the knowledge fresh and meaningful. As author C.S. Lewis observed, “We read to know we are not alone.” Extending your engagement with books fosters a sense of community and opens new pathways for intellectual exploration.

    Keywords: post-book experience, reading journal, reflection, community, book clubs

    Hashtags: #BookJourney #BeyondThePage #ReadingCommunity

    Conclusion: Deep Reading, Critical Thinking, and Post-Book Engagement

    Reading can be a transformative experience when approached with intention and curiosity. Deep reading encourages readers to slow down and absorb the material fully, while critical reading challenges them to think analytically and ask meaningful questions. Both methods cultivate patience, comprehension, and intellectual growth, making reading a richer experience.

    However, the reading journey doesn’t stop with the final chapter. Keeping a journal, engaging with literary communities, or exploring related content ensures that books continue to inspire and educate long after they’ve been read. This thoughtful approach makes reading not only an enjoyable activity but also a lifelong pursuit of knowledge and connection. As Margaret Atwood once said, “In the end, we’ll all become stories.” Every book leaves a lasting imprint on the reader’s story through deep, critical, and reflective reading.

    Keywords: deep reading, critical thinking, post-book reflection, intellectual growth, literary community

    Hashtags: #ReadWithPurpose #BooksThatStayWithYou #ReadingForLife

    28. Read More Socially: Connect Through Literature

    While reading is often seen as a solitary pursuit, it can also be an enriching social activity. Discussing books with others allows you to share insights, gain new perspectives, and deepen your understanding of the text. Joining a book club is one of the best ways to cultivate this social aspect of reading. It creates a supportive environment where members can express their opinions and analyze different aspects of the books they’ve read. Engaging in discussions can lead to lively debates and encourage critical thinking, as well as foster friendships with like-minded individuals.

    Participating in literary events or online forums can further enhance your social reading experience. Many platforms allow readers to connect over shared interests, discuss favorite authors, and even explore new genres together. The power of storytelling transcends the individual experience, connecting readers through shared narratives and themes. As author John Green wisely notes, “We are all in this together, and we are all made of stories.” By sharing our reading experiences, we contribute to a broader literary community that celebrates diverse voices and ideas.

    Keywords: social reading, book clubs, literary community, shared experiences, discussions

    Hashtags: #SocialReading #BookClub #ConnectThroughBooks

    29. Always Have Books Nearby: Cultivating a Reading Habit

    One of the simplest ways to encourage a consistent reading habit is to surround yourself with books. Having a variety of reading materials readily accessible—whether on your nightstand, in your bag, or your living room—can inspire spontaneous reading sessions. You never know when you might have a few minutes to spare, and having a book nearby means you’re always prepared to dive into a good story or learn something new.

    Creating a book-rich environment promotes reading and sparks curiosity and imagination. The more you see books in your daily life, the more likely you are to pick one up and start reading. Consider implementing a “book jar,” where you can store titles you’d like to explore, or a “currently reading” shelf that showcases your current selections. As author Anne Lamott wisely points out, “A book is a gift you can open repeatedly.” The accessibility of books in your life makes it easier to unwrap that gift anytime you wish.

    Keywords: reading habit, accessible books, spontaneous reading, book environment, daily inspiration

    Hashtags: #AlwaysHaveABook #ReadingHabit #BooksEverywhere

    30. Don’t Be Afraid to Stop Reading a Book You Don’t Like: Prioritize Enjoyment

    Many readers feel an obligation to finish every book they start, often leading to frustration and disengagement. However, it’s essential to remember that reading should be an enjoyable and enriching experience. If you find yourself struggling to connect with a book, don’t hesitate to put it down. Instead of seeing it as a failure, consider it an opportunity to choose something that genuinely resonates with you.

    Allowing yourself to stop reading a book you don’t enjoy opens the door to discovering new favorites that align better with your interests and mood. It encourages a more fulfilling reading experience and fosters a sense of freedom in your literary journey. Ultimately, as renowned author Neil Gaiman asserts, “Books are a form of power.” Embracing the freedom to choose your reading material is a powerful step toward nurturing a lifelong love of books.

    Keywords: stop reading, book choice, reading enjoyment, fulfilling experience, literary freedom

    Hashtags: #ChooseYourBooks #ReadingJoy #NoGuiltReading

    Conclusion: Building a Reading Community and Personalizing Your Experience

    Embracing the social aspects of reading can significantly enrich your literary journey. Engaging with book clubs, attending literary events, or simply discussing favorite reads with friends helps cultivate a sense of belonging within the reading community. This shared experience not only deepens your understanding of the material but also creates lasting connections with fellow readers.

    Additionally, surrounding yourself with books, being open to leaving unread titles behind, and prioritizing enjoyment are essential components of a fulfilling reading life. By allowing yourself the freedom to choose what to read, you empower your literary journey and create an environment where reading is both enjoyable and rewarding. As you navigate through the world of books, remember the words of C.S. Lewis: “We read to know we are not alone.” Embracing these principles not only enhances your reading experience but also connects you with the broader literary community.

    Keywords: reading community, personal reading experience, literary connections, choice, fulfillment

    Hashtags: #ReadingCommunity #LiteraryJourney #ReadForEnjoyment

    Final Conclusion: The Transformative Power of Reading

    The journey through the diverse benefits of reading reveals its profound impact on personal growth, intellectual development, and emotional well-being. From enhancing vocabulary and communication skills to serving as a source of stress relief and joy, books have the unique ability to enrich our lives in countless ways. By cultivating a consistent reading habit, we not only expand our knowledge but also nurture our imagination and creativity, allowing us to engage more deeply with the world around us.

    Embracing reading as a social activity, prioritizing enjoyment, and developing critical thinking skills further enhance the experience, making literature a communal endeavor that fosters connection and understanding. Whether through joining a book club, always keeping a book within reach, or allowing ourselves the freedom to stop reading what doesn’t resonate, each choice we make enhances our relationship with literature. As we immerse ourselves in the pages of a book, we embark on a journey of self-discovery, empathy, and connection that lasts a lifetime. Ultimately, reading is not just about words on a page; it’s about the experiences, insights, and relationships that shape who we are. As the great author Maya Angelou beautifully stated, “We may encounter many defeats, but we must not be defeated.” In the realm of books, every reading experience adds to our resilience, wisdom, and joy.

    Keywords: reading benefits, personal growth, intellectual development, emotional well-being, literature

    Hashtags: #ThePowerOfReading #LiteraryJourney #ReadToGrow

    Bibliography

    1. Wolf, Maryanne. Proust and the Squid: The Story and Science of the Reading Brain. HarperCollins, 2007.
      This book explores the cognitive processes involved in reading and how they shape our brains and intellect.
    2. Baker, C. (2013). The Benefits of Reading: A Perspective on Reading and Literacy. American Journal of Lifestyle Medicine.
      This article discusses various advantages of reading for mental health, cognitive development, and overall well-being.
    3. Gaiman, Neil. The View from the Cheap Seats: Selected Nonfiction. William Morrow, 2016.
      A collection of essays by the acclaimed author that explores the importance of reading and storytelling in shaping human experience.
    4. King, Stephen. On Writing: A Memoir of the Craft. Scribner, 2000.
      Part memoir, part master class by one of the bestselling authors of all time, this book provides insights into the writing process and the importance of reading in developing writing skills.
    5. Atwood, Margaret. Negotiating with the Dead: A Writer on Writing. Cambridge University Press, 2002.
      Atwood reflects on the role of writers and the importance of reading in understanding ourselves and the world.
    6. Rosenblatt, Louise. Literature as Exploration. Heinemann, 1995.
      This seminal work on reader-response theory discusses how readers interact with texts, emphasizing the personal meaning derived from reading.
    7. Vanderslice, Sarah. The New Teacher’s Companion: Practical Wisdom for Succeeding in the Classroom. Stenhouse Publishers, 2008.
      This book offers insights into creating a positive reading culture in educational settings and the impact of reading on student success.
    8. Morris, William. A Reader’s Manifesto: An Attack on the Growing Pretentiousness in American Literary Prose. HarperCollins, 2003.
      Morris critiques contemporary literary trends and advocates for the return to deeper, more meaningful reading experiences.
    9. Lamott, Anne. Bird by Bird: Some Instructions on Writing and Life. Anchor Books, 1994.
      While primarily focused on writing, Lamott’s insights on reading and creativity offer valuable perspectives on how literature can enrich our lives.
    10. Vygotsky, Lev. Mind in Society: The Development of Higher Psychological Processes. Harvard University Press, 1978.
      Vygotsky’s theories on cognitive development underscore the importance of language and literature in shaping thought processes and learning.
    11. Hirsch, E.D. Jr. Cultural Literacy: What Every American Needs to Know. Houghton Mifflin, 1987.
      This influential book emphasizes the significance of cultural knowledge gained through reading and its role in effective communication and understanding.
    12. Koss, M. D. Reading, Writing, and the Classroom: The Language of Literature in the Elementary Classroom. Heinemann, 2005.
      This text examines the interplay between reading and writing in fostering literacy and critical thinking among young learners.

    By Amjad Izhar
    Contact: amjad.izhar@gmail.com
    https://amjadizhar.blog

  • Israel’s Attack on Qatar and Hamas’s Predicament

    Israel’s Attack on Qatar and Hamas’s Predicament

    The source, an excerpt from a YouTube video transcript by , discusses an Israeli airstrike on Hamas targets in Doha, Qatar, and the resulting controversy surrounding U.S. involvement and Qatari sovereignty. The speaker expresses surprise and skepticism that the Hamas leadership survived the attack, suggesting the mission was a success in targeting a key leader and that the U.S., despite its alliance with Qatar, was complicit, evidenced by its large military base in Doha and prior knowledge or assistance in the operation. Furthermore, the transcript outlines the widespread condemnation of the Israeli actions and the immense human cost in Gaza, juxtaposing this with the speaker’s strong criticism of Hamas for prioritizing personal gain and poor governance over the well-being of the Palestinian people, even accusing them of prolonging the conflict for financial reasons. Finally, the discussion extends to regional geopolitical tensions, including warnings to Turkey and an overall critique of Muslim nations’ hypocrisy and failure to unite against injustices, whether in Palestine or elsewhere.

    Israel’s Strike on Hamas in Doha: US Involvement and Qatari Trust

    The discussion of the Israel-Qatar attack revolves around an Israeli airstrike on a Hamas center in Doha, Qatar, the conflicting reports regarding US involvement, and the implications for Qatar’s national security and diplomatic role.

    Details of the Attack and Targets

    The source notes that some time after Iran attacked Qatar, Israel conducted an aerial attack (फजाई हमला) on the Hamas center (हमास मरकज) located in Doha, the capital of Qatar.

    • Casualties: Six individuals were killed: the son of Hamas Chief Khalil ul Haya (खलील उल हया), three guards, and one helper.
    • Initial Target Assessment: Israel’s primary targets were the Hamas chief and leadership. Initially, it was believed they survived because they were not present at the determined location.
    • Revised Target Assessment: Later information suggested that the joint mission between President Trump and Benjamin Netanyahu was successful, not a failure, in sending the person they deemed the “ringleader of terrorism” (टेररिज्म का सरगना) to “Haneya’s seat,” implying the successful elimination of a high-value target.
    • Context: Hamas leadership was gathered in Qatar to consider President Trump’s Gaza ceasefire proposals.

    Motivation for the Israeli Strike

    Israeli Prime Minister Benjamin Netanyahu publicly stated unequivocally (दो टोक) that the attack on Hamas was an immediate response (फरी जवाब) to a Hamas attack that had occurred the previous day in Jerusalem. That Hamas attack resulted in the deaths of five Jews and injuries to about 20 others. Additionally, on the same day, four Israeli soldiers were killed when an Israeli tank was destroyed by a landmine planted by Hamas.

    The source also suggests that Israel now attacks any country from which it perceives Hamas receiving assistance or shelter (मामनत), citing examples like Lebanon, Syria, Iran, Iraq, Tunisia, and Yemen.

    US Role and Conflicting Accounts

    The US connection to the location of the strike is significant, as America’s largest military base (सबसे बड़ा फौजी अड्डा) is located in Doha. The source asserts that it is impossible for such a major operation to occur there without the US being taken into confidence. Furthermore, based on treaties, America is the guarantor of Qatari soil security, but these guarantees fail when the matter concerns Israel.

    There are contradictory statements concerning US knowledge and warning regarding the strike:

    1. Israeli Claim: Israeli leadership maintained that they not only took the US into confidence before the attack but that Washington also provided assistance (मदद भी फराहम की) during the attack.
    2. Qatari Claim: Qatar asserted that they were only informed by the US once the attack had already commenced (आगाज हो चुका था).
    3. US Official Stance: President Trump expressed regret over the attack. The White House spokesman stated that Trump disagreed with the attack on the soil of their ally, Qatar, and claimed they had given advance warning to their ally.

    The source interprets the attack as having occurred with American cooperation and assistance (तामनो मामनत). It further suggests that the attack was executed following the American President’s final warning to Hamas, meaning Trump himself orchestrated it.

    Implications for Qatar and International Reaction

    The attack on the soil of Qatar, described as the “closest American ally” (करीब तरीन अमकी इत्तहादी), was deemed to have no justification, unlike targeting Hamas leadership in Iran.

    • Trust and Dignity: This action risks destabilizing the confidence (एतमाद मुतलजल हो जाएगा) that other friends and allies hold in Qatar’s leadership. The source suggests that this act mocks Qatari dignity, given that the US had previously given Qatar permission to continue its mediating role.
    • Mediating Role: The attack may render Qatar incapable of performing its crucial mediating role (मसालती रोल) in the future, a role the US had previously urged them to maintain for indirect communication with groups like Hamas and the Taliban.
    • International Condemnation: Leaders across Europe and the Middle East, particularly the Saudi Crown Prince, condemned the Israeli attack. However, this condemnation is characterized by the source as “hollow” (खोखली मजम्मत) and yielding no result (ला हासिल).

    Hamas Leadership Targeted: Doha Strike and Future Threats

    The discussion of Hamas leadership targets, according to the sources, focuses on the Israeli aerial strike in Doha, Qatar, the conflicting outcomes reported for the mission, and the warning that future targets may include countries hosting Hamas leaders.

    The Attack in Doha

    Israel executed an aerial attack (फजाई हमला) on the Hamas center (हमास मरकज) located in Doha, the capital of Qatar.

    • Primary Target: Israel’s original target (असल टारगेट) was the Hamas chief (हमास सरबराह) and leadership (कयादत).
    • Context of Presence: Hamas leadership was gathered in Qatar to consider President Trump’s Gaza ceasefire proposals (गजा जंगबंदी तजावीज).

    Strike Outcome and Casualties

    The reporting on the success of targeting the leadership was initially contradictory:

    1. Initial Assessment (Failure): Initially, it was reported that the Hamas chief and senior leadership survived because they were not present at the determined location (मुतयन मुकाम पर मौजूद ना होने की वजह से बच गए).
    2. Revised Assessment (Success): Later reports suggested that the joint mission orchestrated by President Trump and Benjamin Netanyahu was successful (कामयाब रहा है), not a failure. The goal was to eliminate the person they referred to as the “ringleader of terrorism” (टेररिज्म का सरगना), implying the successful dispatch of a high-value target to “Haneya’s seat”.
    3. Confirmed Casualties: Six individuals were killed in the strike: the son of Hamas Chief Khalil ul Haya (खलील उल हया), three guards, and one helper (मामन).

    Official Justification and Future Targets

    Israeli Prime Minister Benjamin Netanyahu stated unequivocally that the attack on Hamas was an immediate response (फरी जवाब) to a Hamas attack in Jerusalem that occurred the previous day.

    The source indicates that Israel now attacks any country from which it perceives Hamas receiving assistance or shelter (मदद या मामनत). Examples of countries that have been targeted include Lebanon, Syria, Iran, Iraq, Tunisia, and Yemen.

    The source specifically mentions the potential for Turkey to be the next target. This is because Israel has issued a warning to the Turkish leadership to either immediately expel Hamas leaders (हमास रहनुमाओं को फौरी मुल्क बदर कर दे) or ensure that their security personnel remain at least 150 feet away from Hamas strongholds.

    Viewpoints on Hamas Leadership Actions

    The leadership of Hamas is criticized within the source material for actions that negatively affect the Palestinian people:

    • Responsibility for Destruction: The President of the Palestinian Authority, Mahmoud Abbas, used severe language, stating that the Hamas leaders are the “actual responsible parties” (असल जिम्मेदार) for the destruction of the oppressed Palestinian people in Gaza due to their poor governance and personal interests.
    • Demand to Release Hostages: Abbas urged Hamas leadership to become unarmed (गैर मुसल्ला) and release the Israeli hostages (यरमालियों) to remove Israel’s justification (जवाज) for attacking Gaza.
    • Financial Accumulation: The source notes the vast personal wealth of Hamas leaders, citing $5.5 billion in assets and personal accounts recorded for Ismail Haniyeh. They question why the leadership “wants to trade their dirty business on the corpses” of the oppressed Palestinian people.

    US-Israel Complicity in Doha Attack

    The discussion of US-Israel complicity centers on the Israeli aerial attack on the Hamas center in Doha, Qatar, where sources suggest the operation was carried out with American knowledge, assistance, and possibly, direct orchestration.

    Claims of Joint Planning and Assistance

    The sources present strong evidence and claims pointing toward joint US-Israel planning and operational support:

    • Joint Action: The initial planning for the attack is described as stemming from “America and Israel’s joint planning (मुश्तरका प्लानिंग)”. Later reports suggested that the joint mission between President Trump and Benjamin Netanyahu was successful in eliminating a high-value target.
    • Direct Assistance: Israeli leadership claimed that they not only took the US into confidence before the attack but that Washington “provided assistance (मदद भी फराहम की)” during the operation.
    • Trump’s Orchestration: The source explicitly concludes that the attack occurred with “American cooperation and assistance (अमेरिकी तामनो मामनत के साथ)”. Furthermore, it suggests the attack happened after the American President gave Hamas a final warning, meaning “Trump himself orchestrated it (ट्रंप ने खुद करवाया है)”.

    Strategic Context and Security Guarantees

    The location of the attack makes US involvement highly probable, according to the source:

    • Military Presence: It is widely known that America’s largest military base (सबसे बड़ा फौजी अड्डा) is located in Doha. Therefore, it is deemed “impossible” for such a major operation to occur there “without the US being taken into confidence”.
    • Failure of Guarantees: Based on treaties, the US is the guarantor of Qatari soil security (कतरी सर जमीन के तहफुज़ का जामन. However, the sources note that these guarantees “fail” (धरी की धरी रह जाती हैं) when the matter concerns Israel. The source implies that this guarantee also fails, similar to how NATO Article 5 might be rendered ineffective in such a context.

    Contradictory Official Narratives

    Despite the operational evidence of complicity, the official US and Qatari narratives conflict regarding prior warning:

    • Israeli Claim: Israel maintains they took the US into confidence and received US assistance.
    • US Official Stance (White House): President Trump expressed regret over the attack, and the White House spokesman claimed Trump “disagreed” with the attack on their ally, Qatar. They also asserted that they had given “advance warning (पेशगी खबरदार)” to their ally.
    • Qatari Counter-Claim: Qatar asserted that they were only informed by the US “when the attack had already commenced (जब हमले का आगाज हो चुका था)”.

    Broader Moral Complicity

    Beyond the specific attack in Qatar, the source suggests a wider complicity in Israeli actions against Palestinians:

    • The source contends that the US President is an “equal participant (बराबर का शरीक)” in Israeli atrocities against Palestinians.
    • It is suggested that the Israeli Prime Minister would not have the “courage (मजाल नहीं थी)” to inflict even minor cruelty upon attackers without the US President’s “assistance and cooperation (मदद और तामन)”.

    )

    Israel’s Immediate and Expanding Retaliation Policy

    Israel’s retaliation policy, as reflected in the sources, is characterized by its immediacy, its expanding geographical scope, and its explicit justification as a direct response to attacks against Israelis.

    1. Justification as Immediate Response

    The primary basis for Israel’s retaliatory actions, as stated by its leadership, is the need for an immediate response to Hamas attacks:

    • Explicit Statement: Israeli Prime Minister Benjamin Netanyahu stated unequivocally (दो टोक) that the aerial attack (फजाई हमला) on the Hamas center in Doha, Qatar, was an “immediate response (फरी जवाब)” to a Hamas attack that had occurred in Jerusalem the previous day.
    • Context of the Preceding Attack: The Hamas attack in Jerusalem resulted in the deaths of five Jews (पांच यहूदी हलाक) and injuries to about 20 others.
    • Other Casualties: On the same day, four Israeli soldiers were killed when an Israeli tank was destroyed by a landmine planted by Hamas.

    2. Expanding Geographical Scope of Targetsफजाई हमला**) on the Hamas center in Doha, Qatar, was an “immediate response (फरी जवाब)” to a Hamas attack that had occurred in Jerusalem the previous day.

    • Context of the Preceding Attack: The Hamas attack in Jerusalem resulted in the deaths of five Jews (पांच यहूदी हलाक) and injuries to about 20 others.
    • Other Casualties: On the same day, four Israeli soldiers were killed when an Israeli tank was destroyed by a landmine planted by Hamas.

    2. Expanding Geographical Scope of Targets

    Israel’s policy dictates that it will attack any country from which it perceives Hamas receiving assistance or shelter, significantly broadening the targets for retaliation beyond Gaza itself:

    • Targeting Countries: The source states that Israel now “attacks any country (इसी पर चढ़ दौड़ता है)” from which it sees Hamas receiving “assistance or shelter (मदद या मामनत)”.
    • Examples of Targeted Nations: Examples cited include Lebanon, Syria, Iran, Iraq, Tunisia, and Yemen.
    • Attack on Qatar: The strike discussed extensively in the sources was carried out on the Hamas center in Doha, Qatar, illustrating this wide-ranging policy, despite Qatar being described as the “closest American ally (करीब तरीन अमकी इत्तहादी)”.

    3. Future Threats and Warnings

    Israel has extended its retaliation policy into explicit warnings to sovereign states regarding the hosting of Hamas leadership:

    • Threat to Turkey: The source notes that Israel’s “next target (अगला निशाना) may be Turkey”.
    • Warning Conditions: Israel issued a warning (इंतबाह) to the Turkish leadership demanding they either “immediately expel Hamas leaders (हमास रहनुमाओं को फौरी मुल्क बदर कर दे)” or ensure their security personnel remain at least 150 feet away from Hamas strongholds.
    • Disregard for International Guarantees: This policy of targeting allies or NATO members (like Turkey, which is a NATO member with an Article 5 defense clause) is viewed as likely to proceed regardless of international treaties. The source notes that such a defense clause, like NATO’s Article 5, may be rendered ineffective concerning Israel, similar to how US guarantees to Qatar “fail (धरी की धरी रह जाती हैं)” when Israel is involved.

    4. Severity and Outcome of Retaliation

    The retaliatory actions often involve severe military consequences, which are characterized by the source as significantly heavier than the initial damage incurred by Israel:

    • Disproportionate Force: The source notes that the destruction being inflicted upon Palestinians in Gaza—the “तोरा बोरा बनाया जा रहा है”—is “somewhere much heavier (कहीं ज्यादा भारी है)” compared to the recent Israeli losses (such as the five Jewish fatalities and four soldiers killed).
    • Destructive Impact (Fresh Reports): Examples of retaliatory military actions in Gaza include the martyrdom of 83 Palestinians (फ़िलस्तीनी शहीद, the designation of more tall buildings as targets, and the complete leveling of five high-rise buildings in three days, leading to 2009 crushed flats and 4100 people rendered homeless (बेघर).

    )

    Hamas, Gaza, and Palestinian Internal Conflict

    The internal conflict dynamics concerning Palestinians and Hamas, as discussed in the sources, center on the destruction caused by Israeli retaliation, the moral and financial conduct of Hamas leadership, and the severe condemnation leveled against Hamas by the Palestinian Authority (PA).

    1. Hamas’s Role and Actions

    Hamas is characterized both as a resistance group facing immediate Israeli retaliation and as a terrorist organization whose actions exacerbate Palestinian suffering:

    • Attack Justification for Retaliation: Israel explicitly launched an aerial attack on the Hamas center in Doha, Qatar, as an “immediate response (फरी जवाब)” to a Hamas attack that killed five Jews (पांच यहूदी हलाक) and injured about 20 others in Jerusalem. Additionally, four Israeli soldiers were killed when a tank was destroyed by a landmine planted by Hamas on the same day.
    • Hostage Taking and Atrocities: Hamas is accused of having entered Israel and “cutting the throats (गले काट रहे थे)” of 1200 Israelis. The leadership is criticized for holding Israeli hostages (यरमालियों) and questioned for wanting to “trade their dirty business on the corpses” of the oppressed Palestinian people. It is noted that some of these hostages have died in Hamas captivity.
    • Financial Conduct: Hamas leaders are scrutinized for their vast personal wealth. The source notes that Ismail Haniyeh’s assets and personal accounts reportedly exceed $5.5 billion. The source questions why they possess such “greed and avarice (हिल्स और लालच)” for external aid received in the name of the oppressed Palestinian people.
    • Gathering for Diplomacy: Despite the conflict, Hamas leadership was gathered in Qatar to “consider President Trump’s Gaza ceasefire proposals (गजा जंगबंदी तजावीज)”.

    2. Palestinian Authority Condemnation of Hamas

    The sources highlight a significant political conflict between the PA and Hamas, where the PA holds Hamas responsible for the humanitarian catastrophe in Gaza:

    • Hamas as the “Actual Responsible Parties”: Palestinian Authority President Mahmoud Abbas used severe language against Hamas leadership. Abbas stated that the Hamas leaders are the “actual responsible parties” (असल जिम्मेदार) for the destruction of the oppressed Palestinian people in Gaza.
    • Accusations of Misgovernance: Abbas criticized Hamas for making the lives of the people of Gaza “hell” (जहन्नुम बना रखी हैं) due to their “poor governance and personal interests (बुरी हुक्मरानी और जाती मफाद)”.
    • Demand for Disarmament: Abbas urged Hamas to become “unarmed (गैर मुसल्ला)” and release the Israeli hostages to “remove Israel’s justification (जवाज) for attacking Gaza”.
    • Hamas as Netanyahu’s Benefactor: Abbas is cited as saying that Hamas is Israeli Prime Minister Netanyahu’s “greatest benefactor (सबसे बड़ी मोहसन)”.

    3. The Humanitarian Cost of the Conflict

    The sources emphasize the grave consequences of the conflict for the ordinary Palestinian population in Gaza due to Israel’s aggressive retaliation:

    • Severity of Retaliation: The retaliatory actions against Palestinians in Gaza are described as creating a “Tora Bora” (तोरा बोरा बनाया जा रहा है), and the destruction is deemed “somewhere much heavier (कहीं ज्यादा भारी है)” compared to the recent Israeli losses.
    • Recent Casualties and Destruction: Fresh reports indicate that Israeli military actions resulted in 83 Palestinians martyred (फ़िलस्तीनी शहीद. Military actions targeted more tall buildings, resulting in five high-rise buildings (बुलंद इमारतें) being leveled in three days, turning 2009 flats into rubble and rendering 4100 people homeless (बेघर).
    • Widespread Suffering: There is international recognition of the “piteous state (हालते जार)” and suffering of the people of Gaza, with attacks occurring daily, leading to the deaths of their children, elderly, and young people.
    • Moral Double Standard: The source highlights a moral conflict among certain Muslim communities who cry over Israeli atrocities against Palestinians but simultaneously celebrated when Hamas attacked and killed 1200 Israelis.

    )

    इंसानों के नाम अफज़ार रिहान क़तर पर अफ़सोसनाक इसराइली हमला और प्रेसिडेंट ट्रंप कुछ अरसा कब ईरान ने क़तर पर हमला किया था और अब इसराइल ने क़तर के दार हुकूमत दोहा में मौजूद हमास मरकज पर फजाई हमला किया है जिसमें हमास चीफ खलील उल हया का बेटा तीन मुहाफिज और एक मामन समेत छह अफराद जाम भाकिया राही मुल्के आदम या हलाक हो गए इसराइल का असल टारगेट हमास सरबराह और कयादत थी जो मुतयन मुकाम पर मौजूद ना होने की वजह से बच गए मेरे लिए यह हैरत की बात थी कि अमेरिका और इसराइल की मुश्तरका प्लानिंग से इतना अहम हमला हो और इस्माइल हनिया की सीट पर बैठा खलील अल हया हमास चीफ समेत हमास की सीनियर कयादत बच जाए यह कैसे मुमकिन है फिर सोचा कि शायद वो इधर-उधर हो गए हो या अफाकन बच गए हो लेकिन ज़हन नहीं मान रहा था अब इतलात मसूल हुई है कि ट्रंप और बनियामिन नेटन याू का यह मिशन नाकाम नहीं कामयाब रहा है वह जिसे टेररिज्म का सरगना करार देकर अपने दोस्त मुल्क पर हमले का रिस्क ले चुके थे उसे हनिया संवार के पास भेजने में नाकाम नहीं हुए यह यकीनन अफसोसनाक इतलात हैं खुदा करे कि फिलिस्तीनी आवाम के दुखों का खात्मा हो सके यह भी बताया गया है कि अमे प्रेसिडेंट ट्रंप की गजा जंगबंदी तजावीज पर गौर करने के लिए हमा कयादत यहां जमा थी ट्रंप ने अगरचे इस हमले पर अफसोस का इज़हार किया है और तर्जमान वाइट हाउस ने यह कहा है कि ट्रंप अपने इतहादी क़तर की सर जमीन पर होने वाले हमले से मुतफिक नहीं थे और उन्होंने अपने इत्तहादी को पेशकी खबरदार कर दिया था जबकि क़तर का कहना है कि उन्हें अमेरिका की तरफ से इस वक्त आगाह किया गया जब हमले का आगाज हो चुका था दूसरी तरफ इसराइली कयादत का कहना है कि उन्होंने हमले से कब ना सिर्फ अमेरिका को एतमाद में लिया था बल्कि वाशिंगटन ने हमले में उन्हें मदद भी फराहम की यह हकीकत सारी दुनिया को मालूम है कि दोहा में अमेरिका का सबसे बड़ा फौजी अड्डा मौजूद है और यह किसी तरह मुमकिन नहीं है कि यहां इतनी बड़ी कारवाई अमेरिका को इतमाद में लिए बगैर की जा सके यह अम्र भी वाज़ है कि क़तर से किए गए मोहदे की रूह से अमेरिका कतरी सर जमीन के तहफुज़ का जामन है मगर जब बात इसराइल की आ जाए तो वह तमाम जमानतें धरी की धरी रह जाती हैं इसराइली प्राइम मिनिस्टर बेंजमिन नेतन याू ने बगैर कोई लगी लिपटी रखे दो टोक यह कह दिया है कि हमास पर यह हमला एक रोज कब यरूशलम में इसराइलियों पर होने वाले हमास के हमले का फरी जवाब था जिसमें पांच यहूदी हलाक हो गए थे और 20 के करीब जख्मी जिनमें चंद की हालत नाजुक बयान की गई अलाबाजी इसी रोज हमास की बिछाई हुई एक बारूदी सुरंग फटने के बायस इसराइली टैंक उड़ने से चार इसराइली फौजी भी मारे गए थे 7 अक्टूबर या हालिया इसराइली नुकसान के बिल मुकाबिल गज़ा में फिलिस्तीनियों का जो तोरा बोरा बनाया जा रहा है यह कहीं ज्यादा भारी है ताजा रिपोर्ट काबिले मुलाहजा है इसराइली फौज की इंतकामी कारवाइयों में 83 फ़िलस्तीनी शहीद गजा में मज़द ऊंची इमारतें निशानजदा तीन रोज़ में पांच बुलंद इमारतें जमीन बोस 2009 रशी फ्लैट मलबे का ढेर 4100 अफराद बेघर अब हालत यह है कि इसराइल जिस मुल्क से भी हमा को मदद या मामनत मिलती देखता है इसी पर चढ़ दौड़ता है इस सिलसिले में लबनान शाम ईरान अराक त्यूनस और यमन की मिसालें हमारे सामने हैं अमेरिकी थिंक टैंक के हवाले से कहा जा रहा है कि इसराइल का अगला निशाना तुर्की हो सकता है क्योंकि इसराइल ने तुर्क कयादत को इंतबाह कर दिया है कि वो हमास रहनुमाओं को फौरी मुल्क बदर कर दे या इनके ठिकानों से 150 फुट दूर रहे हालांकि तुर्की नेटो का रुकन मुल्क है जिसका आर्टिकल पांच वाज़ है कि किसी एक मुल्क पर हमला तमाम रुकन मुालिक पर हमला गर्लदाना जाएगा लेकिन इसराइल के हवाले से यह अमल सब पर वाज़ है कि यह आर्टिकल इसी तरह धरे का धरा रह जाएगा जिस तरह कतर के हवाले से अमकी गारंटी इसी बस 20 जनवरी के बाद कतरी कयादत ने ट्रंप के खतरनाक अज़ाइम देखते हुए उन्हें यह पेशकश की थी कि अगर आप लोगों को हमारी मसालहाना कावशें नापसंद है तो हम अपना यह रोल खत्म करते हुए अपने मुल्क से इन तमाम गिरोहों का इंखलाक करवाए देते हैं इसके जवाब में वाइट हाउस ने अपनी आला तरीन सतह से यह यकीनदानी करवाई थी कि आप लोग अपना यह रोल एज सच जारी सारी रखें क्योंकि इसी रोल की वजह से जिस तरह तालबान के साथ मामलात तय किए गए थे इसी तरह हमास या दीगर दहशतगर्द ग्रोहों से बिल वास्ता रवाबत में मामलत मिलती है बसूरते दीगर ये लोग खुले या छुपे दुश्मनों के पास जा सकते हैं असूली बात है कि जब अमेरिका ने आज खुद अपनी रजामंदी से कतरी कयादत को उसकी इजाजत दे रखी थी तो फिर कतरी वकार डिग्निटी और कौमी और मुल्की सलामती के साथ इस नौ का मजाक नहीं होना चाहिए था अभी कल ही इन लोगों ने आपका वालहाना इस्तकबाल किया इतनी ज्यादा इन्वेस्टमेंट अनाउंस की इतना कीमती जहाज तोफतन पेश किया जिसके बेडरूम की शीटें भी हूज़ मैली ना हुई होंगी ईरान में एहमास की आदत को इसराइल का टारगेट करना काबिल फहम था लेकिन क़तर जैसे करीब तरीन अमकी इत्तहादी की सरजमीन पर इस नौ की कारवाई का कोई जवाज़ ना था इससे क़तर की कयादत पर ना सिर्फ दीगर दोस्तों या इत्तहादियों का एतमाद मुतलजल हो जाएगा बल्कि आइंदा के लिए क़तर वो मसालती रोल अदा करने के काबिल भी नहीं रहेगा खुद अमेरिका जिसे जरूरी ख्याल करता है बिलाशुबा बशूल यूरोप और मिडिल ईस्ट की कयादत बिलखसूस सऊदी क्राउन प्रिंस सब ने इसराइली हमले की मजम्मत की है लेकिन वाज़ बात है कि यह खोखली मजम्मत ला हासिल है तो फिर क्या करना चाहिए क्या इन सबको इसराइल और अमेरिका पर बदले में जंगी यलगार कर देनी चाहिए क्या वो इस पोजीशन में हैं कि अमेरिका से स्नो की जंग लड़ सकें जी हां यह सब इस पोजीशन में है कि मिलकर मिडिल ईस्ट के लिए अमेरिका से अमन मायदा मनवा सके जिसका अवलीन तकाजा यह है कि हमास जैसे टेररिस्ट ग्रुप को गैर मुसल्ला करते हुए तमाम इसराइली बेगुनाह यमाली शहरी रिहा करवाए जाएं सऊदी क्राउन प्रिंस भी इसका अंधियाजा जाहिर कर चुके हैं फिलस्तीनी अथॉरिटी के सदर महमूद अब्बास ने इस सिलसिले में हमास लीडरशिप के लिए जो जुबान इस्तेमाल की है अगर दरवेश इसके असल अफवा यहां तहरीर कर दे तो हमारे अखबार वाले वो शाया नहीं कर सकेंगे फस्तीनी अथॉरिटी के सरबराह की सारी जिंदगी हमारे सामने है जिनके मुतालिक कोई यह नहीं कह सकता कि वह अपने फिलिस्तीनी आवाम के दुश्मन है या इसराइल के एजेंट हैं जब वो हमास टेररिस्ट ग्रुप के खिलाफ इतना शदीद बोल रहे हैं और उन्हें बार-बार समझा चुके हैं कि गजा के मजलूम फिलिस्तीनी आवाम की तबाही के असल जिम्मेदार हमास वालों तुम हो अपनी बुरी हुक्मरानी और जाती मफाद की खातिर तुम लोगों ने गजा के आवाम कीिंदगियां जहन्नुम बना रखी हैं तुम गैर मुसल्ला होते हुए इसराइली यरमालियों को छोड़ दो ताकि इसराइल के पास गजा पर हमलों का कोई जवाज ना रहे सच तो यह है कि मास्क नतन याऊ की सबसे बड़ी मोहसन है और अमकी प्रेसिडेंट को भी चाहिए कि वो अपने बुलंद बांग दामों का कुछ तो भरम रहने दें दुनिया में कौन सा दिल दर्द है जिसे गजा के आवाम की हालते जार का अदराक और दुख नहीं है रोज इन पर हमले हो रहे हैं इनके बच्चे बूढ़े जवान मर रहे हैं लेकिन हमास आदत को जरा शर्म नहीं आ रही कि हम लोगों ने इसराइली यमाली किस खुशी में अपने पास रखे हुए हैं वो इनकी लाशों पर भी अपना गंदा व्यापार क्यों करना चाहते हैं उन्हें मजदूम फस्तनी आवाम के नाम पर हासिल करदा बरूनी अमदाद की इस कदर हिल्स और लालच क्यों है हमासफ लीडरान के जाती अकाउंट्स कई कई अरब डॉलर से क्यों भरे पड़े हैं जिसे शक है वो इस्माइल हनिया की जायदाद और जाती अकाउंट्स में दर्ज $5.5 अरब डॉलर की तफसीलात मुलाजा कर ले हमारे पाकिस्तान जैसे रवायती मुसलमान मुालिक के आवाम को आखिर इस नौ के हक़यक बताने से हमारा मीडिया क्यों ग्रेज या परहेज करता है नतीजातन वो दुनिया भर के मुस्लिम दहशतगर्दों और इनकी हमास इस्लामी जिहाद लश्कर तबा हजबुल्ला अखानुल मुस्लिमून बोको हराम तालबान जैश मोहम्मद अलकायदा दाश जैसी खूनखार तंजीमों के मुालिक ये गमान रखते हैं कि शायद वो खालिस इस्लामी काज के लिए जद्दोजहद कर रहे हैं अमेरिका यूरोप और मगबी दुनिया तो इनके साथ इस्लामोफोबिया की वजह से हकारत या बैर रखते हैं इसराइल को हम लोग जिस कदर मर्जी बुरा भला कह ले जितनी मर्जी लान तन कर लें लेकिन क्या वो इसी सर जमीन पर एक अटल हकीकत नहीं है जिसकी कुछ ना कुछ तारीख तहजीबी जिग्राफियाई और मजहबी अखलाकी बुनियादों से भी आप लोग इंकार नहीं कर सकते जिस तरह का बयान हमारी मुकद्दस तरीन किताब में मौजूद है इंसानी बुनियादों पर भी अगर हम गौर करें तो हम मुसलमानों के पास अपने माशा्लाह 57 मुस्लिम मुालिक हैं आखिर हम यहूद के लिए पूरी दुनिया में सिर्फ एक मुल्क के वजूद से भी क्यों इंकारी हैं हम लोगों ने अपने पासपोर्ट पर भी नफरतंगेज तहरीर क्यों लिख रखी है दरवेश अद गुजार है कि वो शख्स जो इसराइली मुजालिम की मजम्मत नहीं करता वो इंसान कहलाने का भी हकदार नहीं लेकिन जब हम्मास जैसे टेररिस्ट ग्रुप इसराइल के अंदर घुसकर 1200 इसराइलियों के गले काट रहे थे क्या हमारे अपने मुसलमान आवाम ने मुजम्मत करने की बजाय इस पर खुशियों के शादियाने नहीं बजाए या कितने लोग यह सवाल करते पाए गए हैं कि हमास ने जो बेगुनाह इसराइली नाजायज यमाली बना रखे थे उन्हें क्यों रिहा नहीं किया जा रहा इनकी बच्चियों से रेप किया गया इनके बुजुर्ग जवान हमास की कैद में मरे तुम इनकी लाशों पर भी व्यापार करते हो ऐ मुसलमान भाइयों इंसानी हमदर्दी का क्या यह दोहरा म्याल नहीं है तुम किस कदर दोगले और मुनाफिक लोग हो एक तरफ फिस्तीनियों पर इसरली मुज़ालिम का रोना रोते नहीं थकते हो दूसरी तरफ इसी इसराइल की तरह सेम पेज पर प्रेसिडेंट ट्रंप के लिए अमन नोबेल प्राइज के बाजाफ्ता सफारशी बनकर खड़े हो जाते हो हालांकि दिन रात ये चीखते पाए जाते हो कि अमकी प्रेसिडेंट ट्रंप फस्तीनियों पर इसराइली मज़ालिम में बराबर का शरीक है वो बंजमन नेत्र याू के साथ खड़े हैं इसकी मदद और तामन के बगैर इसराइली प्राइम मिनिस्टर की मजाल नहीं थी कि वो अपने ऊपर हमलावर होने वालों पर थोड़ा सा जुल्म भी कर सकता तुम्हारे लीडरान अमरी सिफारखाने में पहुंचकर ट्रंप की शान में कसीदे पढ़ते पाए जाते हैं वाइट हाउस में खुफिया या जली मुलाकातों के लिए मादा हदीस खड़े दिखाई देते हैं ताकि इनकी हुक्मरानी कहीं कमजोर ना पड़ जाए इस्लाम इस्लाम के नारे जपने वाले खुशामदी हो सं्यांग के मुसलमानों पर जब मुज़ालम के पहाड़ तोड़े जाते हैं तब इस्लाम और मुसलमानों से तुम्हारी मोहब्बत कहां चली जाती है कश्मीरी मुसलमानों से तुम्हें बड़ी मोहब्बत है सं्यांग के मुसलमानों से नफरत क्यों है इनका नाम तक क्यों नहीं लेते हो जमूरियत और इंसानी हुकूक की आवाज जरा कभी प्रेसिडेंट शी जिनपिंग के सामने भी उठा कर देखो प्यूटन के साथ हाथ मिलाने के लिए बेवकूफों की तरह ललचा रहे थे मांगतों की तरह आगे बढ़कर अपने मुल्क की तजील करवा रहे थे क्या कभी यह पूछने की जरूरत कर सकते हो कि प्यूटन तुमने चनीया और रशिया के मुसलमानों पर कितने मुज़ाम ढए हैं यूक्रेन में कितने बेगुनाह मौत के घाट उतारे हैं सब ढकोसलेबाजी है यह दो चेहरों वाले मुनाफिक लोग हैं छर अफगानों से खाते हैं नफरत के भगोले दिल्ली की तरफ मुंह करके छोड़ते हैं आज ट्रंप तुम्हारा हीरो है कि मोदी के खिलाफ बोल रहा है सोचो इस दिन का जब उसने तुमसे यह मुतालबा कर दिया कि इसराइल को फौरी तस्लीम करो वरना आ रही हैं तुम पर बंदिशें पेशगी सोच लो कि इस दिन अपने इस अंकल को क्या जवाब दोगे हमारे कुछ ज्यादा सयाने कतर को समझाते हुए इस नो की लंबी-लंबी छोड़ रहे हैं कि तुम लोगों ने अपने आवाम की तरक्की और खुशहाली और अपनी मजबूत मशत पर फोकस करने की बजाय हमारे यानी पाकिस्तान की तरह आवाम को भूखे मारकर मजबूत दफा पर खर्च क्यों नहीं किया हमारी तरह तगड़ी फौज क्यों नहीं बनाई आवाम कलाम तो जानवरों की तरह होते हैं पाकिस्तानियों की तरह वो भूखे मरते हैं तो मरने दो अपनी बेहतर जिंदगी के लिए अपने मुल्क को छोड़कर दूसरे मुल्कों में भाग जाने के लिए मरते हैं तो उन्हें मर जाने दो बस दफा मजबूत होना चाहिए फौज तगड़ी होनी चाहिए इन लोगों को यह हकीकत पेशज़र रहनी चाहिए कि इसराइली हमला कतर पर नहीं हुआ एक आलमी टेररिस्ट ग्रुप हमास पर हुआ है और अमेरिकी तामनो मामनत के साथ हुआ है सच तो यह है कि यह हमला अमेरिकी प्रेसिडेंट की हमास को आखिरी वार्निंग के बाद हुआ है दूसरे लफ्जों में ट्रंप ने खुद करवाया है ऐ मेरे असरी ज़हनियत के ज्यादा सयानों डरो इस दिन से जब किसी अमेरिकी प्रेसिडेंट की फिरकी घूम गई और अमेरिका ने इस हमारे मुल्क के बदनसीब पर हमला कर दिया तब आपको चांदन हो जाएगा कि अपने आवाम को भूखा मारने के बावजूद आपकी अस्रियत किस तरह दुम दबाती है और मुल्क कौम की कितनी बड़ी तबाही लाती है यह जैसा तैसा इंफ्रास्ट्रक्चर आपको नजर आता है इसका क्या बनता है बड़ी-बड़ी बढ़के हाकने वाले 48 65 71 और कारगिल की बहादरियां याद फरमा लें बिलखसूस 71 में जब 93 थाउज ने भीगी बिल्ली बनकर गर्दनें झुकाते हुए सर नग होकर हथियार डाले और इंडियन कैदी बनना कबूल किया अपनी हालिया जिस नामद कामयाबी पर अतरा रहे हो यह सब मसनूई शराब और मिसअंडरस्टैंडिंग है किसे मालूम नहीं है कि हकीकत में जंग हुई ही नहीं सिर्फ मोदी की हिमाकत थी कि आतंकवाद के अड्डों तक जाना है किसी मिलिट्री बेस को टच नहीं करना नहीं छूना इस सारे ड्रामे को फतेह करार देते हुए बड़े-बड़े एजाजात या जाली तमके बांटते फिरते हो तो ऐसी मस्त जमूरियत में कुछ सवालात उठाने का यारा किस में हो सकता है बहुत सारी हकीकतें हैं जो यहां बयान ही नहीं की जा

    انسانوں کے نام، اظفر ریحان، قطر پر اسرائیلی حملہ افسوسناک اور صدر ٹرمپ۔ کچھ عرصہ قبل ایران نے قطر پر حملہ کیا تھا اور اب اسرائیل نے قطر کے دارالحکومت دوحہ میں واقع حماس کے مرکز پر زبردست حملہ کیا ہے جس میں حماس کے سربراہ خلیل الحیا کے بیٹے، تین محافظوں اور ایک ماموں سمیت 6 افراد مارے گئے تھے۔ اسرائیل کا اصل ہدف حماس کے سربراہ اور قیادت تھے، جو اس لیے بچ گئے کہ وہ مقررہ جگہ پر موجود نہیں تھے۔ میرے لیے یہ بات حیران کن تھی کہ اتنا اہم حملہ امریکا اور اسرائیل کی مشترکہ منصوبہ بندی کی وجہ سے ہوا اور یہ کیسے ممکن ہے کہ حماس کی اعلیٰ قیادت سمیت اسماعیل ہنیہ کی نشست پر بیٹھے حماس کے سربراہ خلیل الحیا بچ گئے۔ پھر میں نے سوچا کہ شاید وہ کہیں چلے گئے ہوں گے یا اتفاقاً بچ گئے ہوں گے، لیکن میرا دماغ اسے قبول نہیں کر رہا تھا۔ اب مجھے اطلاع ملی ہے کہ ٹرمپ اور بنجمن نیتن یاہو کا یہ مشن ناکام نہیں ہوا ہے۔ وہ جس شخص کو دہشت گرد قرار دے کر اپنے دوست ملک پر حملے کا خطرہ مول لیا تھا، اسے ہانیہ سنور کے پاس بھیجنے میں کامیاب ہو گیا ہے۔ یہ یقیناً ایک افسوسناک خبر ہے۔ خدا فلسطینی عوام کے مصائب کا خاتمہ کرے۔ یہ بھی بتایا گیا ہے کہ حما کی قیادت امریکی صدر ٹرمپ کی غزہ جنگ بندی کی تجاویز پر غور کرنے کے لیے یہاں جمع ہوئی تھی۔ ٹرمپ نے اس حملے پر افسوس کا اظہار کیا ہے اور وائٹ ہاؤس نے اپنے لیڈر کی حیثیت سے کہا ہے کہ ٹرمپ اپنے اتحادی قطر کی سرزمین پر حملے سے متفق نہیں تھے اور انہوں نے اپنے اتحادی کو پیشگی خبردار کر دیا تھا۔ قطر کا کہنا ہے کہ انہیں امریکہ نے اس وقت خبردار کیا تھا جب حملہ شروع ہو چکا تھا۔ دوسری جانب اسرائیلی قیادت کا کہنا ہے کہ انہوں نے حملے کے بارے میں نہ صرف امریکا کو اعتماد میں لیا بلکہ واشنگٹن نے بھی حملے میں ان کی مدد کی۔ یہ حقیقت پوری دنیا کو معلوم ہے کہ دوحہ میں امریکہ کا سب سے بڑا فوجی اڈہ ہے اور یہ ایک دور افتادہ علاقے میں واقع ہے۔ یہ ناممکن ہے کہ امریکہ کو اعتماد میں لیے بغیر یہاں اتنی بڑی کارروائی کی جائے۔ یہ بھی واضح ہے کہ قطر کے ساتھ کیے گئے معاہدے کی روح کے تحت امریکا قطری سرزمین کے تحفظ کا ضامن ہے لیکن جب بات اسرائیل کی ہو تو وہ تمام ضمانتیں رائیگاں جاتی ہیں۔ اسرائیلی وزیراعظم بنجمن نیتن یاہو نے بغیر کسی ہچکچاہٹ کے کہا ہے کہ حماس پر یہ حملہ گزشتہ روز یروشلم میں اسرائیلیوں پر حماس کے حملے کا جوابی ردعمل تھا، جس میں پانچ یہودی ہلاک اور بیس کے قریب زخمی ہوئے تھے، جن میں سے بعض کی حالت نازک بتائی جاتی ہے۔ اسی دن حماس کی بچھائی گئی بارودی سرنگ سے اسرائیلی ٹینک کو اڑا کر چار اسرائیلی فوجی بھی مارے گئے۔ 7 اکتوبر یا حالیہ اسرائیلی نقصانات کے مقابلے میں غزہ میں فلسطینیوں پر جو عذاب ڈھایا جا رہا ہے وہ زیادہ بھاری ہے۔ تازہ ترین رپورٹ قابل غور ہے۔ جوابی کارروائیوں میں 83 فلسطینی شہید۔ غزہ میں کئی اونچی عمارتوں کو نشانہ بنایا گیا۔ تین دن میں پانچ اونچی عمارتیں زمین بوس ملبے میں 2009 فلیٹ؛ 4100 افراد بے گھر؛ اب صورتحال یہ ہے کہ اسرائیل کسی بھی ملک پر حملہ کرتا ہے جہاں سے اسے حماس کی مدد یا حمایت ملتی نظر آتی ہے۔ اس سلسلے میں لبنان، شام، ایران، اراک، طوس اور یمن کی مثالیں ہمارے سامنے ہیں۔ ایک امریکی تھنک ٹینک کے حوالے سے کہا جا رہا ہے کہ اسرائیل کا اگلا ہدف ترکی ہو سکتا ہے کیونکہ اسرائیل نے ترک قیادت کو حماس کے رہنماؤں کو فوری طور پر نکالنے کی ہدایت کی ہے۔

    یہ سچ ہے کہ جو شخص اسرائیلی مسلمانوں کی مذمت نہیں کرتا وہ انسان کہلانے کا بھی مستحق نہیں لیکن جب حماس جیسے دہشت گرد گروہ نے اسرائیل میں گھس کر 1200 اسرائیلیوں کے گلے کاٹے تو کیا ہمارے اپنے مسلمان عوام نے مذمت کرنے کی بجائے اس پر جشن نہیں منایا یا کتنے لوگ یہ سوال کرتے پائے گئے کہ حماس کے ہاتھوں ناجائز شہری بنائے گئے معصوم اسرائیلیوں کو کیوں مروا دیا گیا، حماس میں ان کی بوڑھی بچیوں کو رہا نہیں کیا جا رہا؟ اسیری، تم ان کی لاشوں کا سودا بھی کرتے ہو، اے مسلمان بھائیو، کیا یہ انسانی ہمدردی کا دوہرا معیار نہیں، تم لوگ کتنے منافق اور منافق ہو، ایک طرف فلسطینیوں کے خلاف اسرائیلی مسلمانوں کا رونا روتے نہیں تھکتے، دوسری طرف اسی اسرائیل کی طرح صدر ٹرمپ کے حامی بن کر ایک ہی صفحے پر کھڑے ہیں، کہ رات کو نوبل انعام حاصل کرنے کے لیے تم سچے ہو گئے ہو۔ امریکی صدر ٹرمپ فلسطینیوں پر اسرائیلی مظالم میں برابر کے شریک ہیں۔ وہ بنجمن نیتن یاہو کے ساتھ کھڑے ہیں۔ ان کی تائید و حمایت کے بغیر اسرائیلی وزیر اعظم ان پر حملہ کرنے والوں پر ذرہ برابر بھی ظلم ڈھانے کی جرأت نہ کرتا۔ آپ کے لیڈر امریکی سفارت خانے پہنچ کر ٹرمپ کی تعریفیں کرتے پائے جاتے ہیں۔ وائٹ ہاؤس میں وہ خفیہ یا خفیہ ملاقاتوں کے لیے قطاروں میں کھڑے نظر آتے ہیں تاکہ ان کی حکمرانی کمزور نہ ہو۔ اسلام اور اسلام کے نعرے لگانے والے شرپسند ہیں۔ جب سنیانگ کے مسلمانوں پر مسلمانوں کے پہاڑ ریزہ ریزہ ہو جائیں تو اسلام اور مسلمانوں سے تمہاری محبت کہاں جاتی ہے؟ تم کشمیری مسلمانوں سے اتنی محبت کرتے ہو، سنیانگ کے مسلمانوں سے نفرت کیوں کرتے ہو؟ تم ان کا نام کیوں نہیں لیتے؟ صدر شی جن پنگ کے سامنے جمہوریت اور انسانی حقوق کی آواز بلند کرنے کی کوشش کریں۔ وہ بے وقوفی سے انہیں کافروں سے مصافحہ کرنے کا لالچ دے رہا تھا اور اب بھکاریوں کی طرح آگے بڑھ کر اپنے ملک کی تذلیل کر رہا ہے۔ کیا آپ کو کبھی پیوٹن سے پوچھنے کی ضرورت ہے کہ آپ نے چین اور روس کے مسلمانوں پر کتنے مظالم ڈھائے ہیں؟ آپ نے یوکرین میں کتنے معصوم لوگوں کو قتل کیا ہے؟ یہ سب دھوکہ ہے۔ یہ دو چہروں والے منافق افغانوں سے بدلہ لیتے ہیں، دہلی کے خلاف نفرت پھیلاتے ہیں۔ آج ٹرمپ تمہارا ہیرو ہے جو مودی کے خلاف بول رہا ہے۔ اس دن کے بارے میں سوچیں جب وہ آپ سے مطالبہ کرے گا کہ فوری طور پر اسرائیل کو تسلیم کر لیں، ورنہ آپ پر پابندیاں عائد کر دی جائیں گی۔ پہلے سے سوچ لو اس دن اپنے اس چچا کو کیا جواب دو گے؟ ہمارے کچھ سمجھدار لوگ قطر کو بہت زیادہ لیکچر دیتے ہیں کہ تم نے اپنے لوگوں کی ترقی اور خوشحالی اور اپنے مضبوط ارادے پر توجہ دینے کے بجائے ہم جیسے لوگوں کو یعنی پاکستان کو بھوکا مار کر ایک مضبوط فوج پر خرچ کیوں نہیں کیا، ہم جیسی مضبوط فوج کیوں نہیں بنائی؟ لوگ جانوروں کی طرح ہیں۔ اگر وہ پاکستانیوں کی طرح بھوک سے مرتے ہیں تو انہیں بہتر زندگی کے لیے مرنے دو۔ اگر لوگ ملک چھوڑ کر دوسرے ملکوں میں فرار ہونے کے لیے مرتے ہیں تو انہیں مرنے دو۔ ملک مضبوط ہونا چاہیے، فوج مضبوط ہونی چاہیے۔ ان لوگوں کو اس حقیقت سے آگاہ ہونا چاہیے کہ اسرائیلی حملہ قطر پر نہیں ہوا، یہ عالمی دہشت گرد گروہ حماس پر ہوا ہے اور یہ امریکی رضامندی سے ہوا ہے۔ سچ تو یہ ہے کہ یہ حملہ امریکی صدر کی حماس کو آخری وارننگ کے بعد ہوا ہے۔ دوسرے لفظوں میں، ٹرمپ نے خود یہ کام کرایا۔ اے میرے بااثر ذہنیت والے عقلمندو، اس دن سے ڈرو جب کسی امریکی صدر کی خواہش بدل جائے اور امریکہ ہمارے ملک کے اس بدقسمت شخص پر حملہ کر دے، تو تم حیران رہو گے کہ اپنے عوام کو بھوکے مرنے کے باوجود تمہارا ملک کس طرح دم چھپاتا ہے اور ملک و قوم کی کتنی بڑی تباہی لاتا ہے۔ آپ دیکھتے ہیں کہ یہ انفراسٹرکچر جیسا ہے، اس کا کیا فائدہ؟ فخر کرنے والوں کو 48، 65، 71 اور کارگل کی بہادری کو یاد رکھنا چاہیے، خاص طور پر 71 میں جب 93 ہزار لوگوں نے خوفزدہ بلیوں کی طرح سر جھکائے، ہتھیار ڈال دیے اور ہندوستانی قیدی بننا قبول کیا۔ آپ جس حالیہ شاندار کامیابی پر فخر کر رہے ہیں وہ سب مصنوعی شراب اور غلط فہمی ہے۔ کون نہیں جانتا کہ حقیقت میں کوئی جنگ نہیں تھی، یہ صرف مودی کی جرات تھی کہ دہشت گردوں کے ٹھکانوں پر جائیں، کسی فوجی اڈے کو ہاتھ نہ لگائیں، ہاتھ نہ لگائیں۔ آپ اس سارے ڈرامے کو فتح قرار دیتے ہوئے بڑے بڑے ایوارڈز یا جعلی تمغے بانٹتے پھرتے ہیں، پھر ایسی بے فکر جمہوریت میں سوال اٹھانے کی جرأت کس میں ہو سکتی ہے؟ بہت سی حقیقتیں ہیں جنہیں یہاں بیان نہیں کیا جا سکتا۔

  • Doha Arab Islamic Summit Aftermath and Analysis

    Doha Arab Islamic Summit Aftermath and Analysis

    The source provides an overview and critical analysis of the Arab Islamic Summit in Doha, focusing on the strong anti-Israel rhetoric presented by various leaders, including those from Qatar, Iran, Pakistan, and Turkey, who called for measures ranging from Israel’s accountability for war crimes to the suspension of its UN membership. The summit resulted in a joint declaration supporting Qatar’s role as a mediator, rejecting Israeli actions as war crimes, and endorsing the two-state solution, but the source critiques the fiery speeches as being largely performative and highlights the contrast between the bold rhetoric and the cautious reaction from neighboring Arab states like Saudi Arabia and the UAE. Furthermore, the source includes analysis of the US perspective—particularly President Trump’s pressure on Qatar—and presents Israeli Prime Minister Netanyahu’s defense of targeting Hamas by equating it with US action against Al-Qaeda. Finally, the source criticizes the summit’s limited practical impact on the conflict, suggesting that the focus on a united Islamic task force is unrealistic, and concludes with a call for the Muslim world to prioritize addressing terrorism as a shared global threat.

    Doha Emergency Summit on Israel-Palestine Conflict

    The Arab Islamic Summit was an emergency summit held in Doha, Qatar, the capital of the country. Approximately 50 heads of state or representatives from Arab and Islamic nations participated in the event.

    The summit served as a platform for strong rhetoric and calls for action, although the subsequent joint communiqué revealed a degree of caution among some participating states.

    Key Rhetoric and Concerns Raised

    Leaders delivered speeches emphasizing that Israel had crossed all “red lines” and must be held accountable for violating international laws and the UN Charter.

    Specific concerns and statements included:

    • Ameer of Qatar, Sheikh Tamim bin Hamad Al Thani, stated that the agenda of “Greater Israel” poses a threat to global peace. He noted that Qatar, acting as a mediator, had made sincere efforts for peace in the region, but Israel sabotaged the negotiation process by targeting Hamas leadership. He condemned the attack on the sovereignty of countries in the region by Israel and accused Israel of genocide (nasl kushi) against the Palestinians.
    • The Iranian President demanded that Israel’s membership in the United Nations be revoked.
    • The Pakistani Prime Minister called for the establishment of a joint task force of Muslim nations and demanded the implementation of the two-state solution. He warned that history would not forgive Islamic countries if they failed to unite at this juncture. (However, the source later notes skepticism, stating that the proposal for an Arab Islamic Task Force or “Islamic NATO” is currently impractical).
    • The Turkish President remarked that Israel acts as if it believes it is beyond questioning.
    • Leaders of Iran, Iraq, Egypt, and the Palestinian Authority, in addition to the Secretary Generals of the Arab League and the OIC (Organization of Islamic Cooperation), addressed the summit.

    The Joint Communiqué (Mustarka Ilamiya)

    The common declaration issued at the end of the Arab Islamic Summit included several important points:

    • It expressed complete solidarity with Doha.
    • It declared unconditional support (ghair mashroot himayat) for every possible retaliatory measure (jawab-i-iqdam).
    • The communiqué rejected Israeli justifications and claims.
    • It declared the use of siege and hunger as a weapon a “war crime”.
    • The leaders praised the “wise and sensible role of Qatar”.
    • They condemned the annexation or forced migration (jabri hijrat) of Palestinian territories under any potential Israeli decision.
    • The declaration demanded that the international community halt the continuous aggression occurring in Qatar, Gaza, the West Bank, and other areas.
    • The communiqué welcomed the recent endorsement of the two-state solution and the related announcement in the UN General Assembly.
    • It stressed the need to make the Middle East a zone free of destructive weapons.

    Geopolitical Context and Critical Commentary

    The sources highlight significant geopolitical dynamics surrounding the summit:

    • Arab Caution: Powerful neighboring Arab countries, including Saudi Arabia, the UAE, Kuwait, Bahrain, Jordan, and Syria, adopted an extremely cautious approach and avoided the fiery rhetoric that characterized other speeches.
    • Skepticism on Outcomes: The source critically assesses the outcome, suggesting that much of the highly rhetorical speeches (shola bayanian) were merely for cheap fame or display. The communiqué’s general points suggest that the grand claims made in speeches were not important enough to be included in the common declaration.
    • Continuation of Suffering: Despite the meeting of 50 Muslim nations, the source observes that the oppressed people of Gaza continue to suffer the same painful deaths, suggesting that the summit did not fundamentally alter the ground reality.
    • The “Arab Islamic” Terminology: The source notes the interesting use of the term “Arab Islamic” in referring to the summit, suggesting a fusion of the Arab League and the OIC. This terminology is linked to the idea that the Arab temperament often favors Arab nationalism over general Islamic identity.

    American Pressure and Response

    The United States responded swiftly after the summit, indicating strong pressure on Qatar:

    • Immediately after the summit concluded, Marco Rubio (referred to as the Secretary of State in the source) arrived in Doha to meet the Ameer of Qatar.
    • Rubio explicitly advised the Ameer of Qatar not to fall for the schemes of the various “loudmouths” (barkbazon).
    • Prior to the summit, the Qatari Prime Minister had already been subjected to extensive pressure and “brainwashing” at the White House.
    • President Trump used a “carrot and stick” approach with the Ameer of Qatar (Sheikh Tamim), directly stating that his people were unhappy and that he should prioritize solving the problems of his own people rather than engaging in grandstanding. This action is described as typical American pressure.

    Arab Islamic Summit: Condemnations and Israeli Justifications

    The Israel-Gaza conflict was the central topic of discussion at the Arab Islamic Summit, leading to strong condemnations of Israeli actions, specific demands, and an articulation of Israel’s justifications for its military campaign.

    Condemnations and Accusations Against Israel

    Leaders at the summit articulated that Israel had crossed all “red lines”. They demanded that Israel be held accountable for violating the UN Charter and international laws.

    Specific actions and intentions attributed to Israel included:

    • Genocide and Aggression: The Ameer of Qatar, Sheikh Tamim bin Hamad Al Thani, accused Israel of committing “genocide (nasl kushi)” against the Palestinians. The common declaration demanded that the international community halt the continuous aggression occurring in Gaza, the West Bank, and other areas.
    • Sabotaging Peace: The Ameer of Qatar stated that Israel targeted Hamas leadership, thereby sabotaging the negotiation process that Qatar had pursued as a mediator for peace.
    • War Crimes: The joint communiqué declared the use of siege and hunger as a weapon a “war crime”.
    • Territorial Threat: The summit leaders rejected Israeli justifications. The communiqué condemned the annexation or forced migration (jabri hijrat) of Palestinian territories under any potential Israeli decision. Sheikh Tamim bin Hamad Al Thani specifically warned that the agenda of “Greater Israel” poses a threat to global peace.
    • Sovereignty Violations: Israel was condemned for attacking the sovereignty of countries in the region. The Turkish President also remarked that Israel acts as if it believes it is beyond questioning.

    Israeli Justification and Strategy

    The sources outline the justification provided by Israeli Prime Minister Benjamin Netanyahu for the offensive:

    • Targeting Terrorism: Netanyahu’s rationale is that Israel is targeting the culprits of the “biggest terrorist attack”—Hamas leadership. He described Hamas leadership as criminals of terrorism, much like how the US viewed Bin Laden and Al Qaeda after 9/11.
    • Right to Self-Defense: Netanyahu asserted that Israel will not rest until their hostages are released and “terrorist Hamas” is eliminated, regardless of the cost. He stated that every country has the right to defend itself, even outside its borders.
    • Comparison to US Actions: Netanyahu argued that when the US attacked Pakistan to eliminate a terrorist like Bin Laden, the world praised the action rather than condemning it. He suggested that based on this precedent, there is no justification for condemning Israel’s actions.
    • International Isolation: Netanyahu accused European countries of trying to push Israel into “global isolation” that could last for years, emphasizing that Israel would have to rely on its own resources.

    Impact and Calls for Action

    The source notes that despite the meeting of 50 Muslim nations, the oppressed people of Gaza continue to suffer the same painful deaths. They are described as being ground between two millstones. Protests against the Israeli atrocities are widespread globally, originating from Muslim and non-Muslim nations alike, including the Vatican City and European countries.

    The Arab Islamic Summit resulted in several key demands regarding the conflict:

    • Political Solutions: The joint communiqué welcomed the recent endorsement of the two-state solution in the UN General Assembly. The Pakistani Prime Minister had also specifically called for the implementation of the two-state solution.
    • Halt Aggression: The declaration called upon the international community to halt the continuous aggression in Gaza, the West Bank, and other areas.
    • Global Unity: The Pakistani Prime Minister warned that history would not forgive Islamic countries if they failed to unite at this juncture. The Iranian President demanded that Israel’s membership in the United Nations be revoked.
    • Demilitarization: The communiqué stressed the need to make the Middle East a zone free of destructive weapons.

    Furthermore, it is expected that UN discussions will lead to significant global pressure on Israel to spare the lives of the oppressed people of Gaza.

    The Two-State Solution at the Arab Islamic Summit

    The Two-state solution (Do Riyasate Hal) emerged as a key point of discussion and demand during and immediately following the Arab Islamic Summit.

    Endorsement and Demands

    The concept was officially acknowledged and supported in the common declaration issued at the conclusion of the summit:

    • UN Endorsement Welcome: The joint communiqué (Mustarka Ilamiya) welcomed the recent endorsement and related announcement of the two-state solution in the UN General Assembly.
    • Call for Implementation: The Pakistani Prime Minister, during his address at the summit, specifically called for the establishment of a joint task force of Muslim nations and demanded that the implementation of the two-state solution be ensured.

    Future Outlook and Debate

    The sources indicate that the Two-state solution is expected to be the subject of intense global discussion following the current conflict:

    • Intensified Debates: It is anticipated that extensive debates (khub bahsein chhidne wali hain) will erupt concerning the two-state solution.
    • European Advocacy: European countries are expected to strongly highlight (khub uthayenge) this issue. This focus is linked to their disputes with American President Trump.
    • Need for Critique: One source suggests that the debate on the two-state solution in the Middle East warrants critical analysis (tanqeedi jaye).

    The summit’s endorsement of the Two-state solution was part of a broader set of demands, including asking the international community to halt the continuous aggression occurring in Qatar, Gaza, the West Bank, and other areas, and stressing the need to make the Middle East a zone free of destructive weapons.

    US Diplomatic Pressure on Qatar and the Ameer

    The United States exerted significant diplomatic pressure (Amki pressure) on Qatar, particularly in the immediate aftermath of the Arab Islamic Summit held in Doha, as well as on Qatar’s leadership prior to the event.

    Key aspects of this pressure included:

    Direct Warnings to the Ameer of Qatar

    President Trump utilized a “carrot and stick” approach (Gaajar ke saath stick ka istemal) when dealing with the Ameer of Qatar, Sheikh Tamim. Trump reportedly disregarded conventional diplomatic protocols (kisi mooh rakhi ya bharam ka bhi koi khayal nahin rakha) and delivered a blunt message:

    • Trump clearly stated that the Ameer’s people were unhappy.
    • He advised Sheikh Tamim to stop focusing on grandstanding (idhar udhar ki badi-badi chhod dein) or big ideas.
    • Instead, the Ameer was instructed to worry about the dissatisfaction of his own people and focus on solving their problems.

    The source characterizes this interaction as containing a “wrapped message” (malfouf paigham) that exemplifies American pressure.

    Diplomatic Missions and Scolding

    US diplomatic efforts targeted Qatari officials before and after the summit:

    • Pre-Summit “Brainwashing”: Prior to the Arab Islamic Summit, the Qatari Prime Minister was called to the White House where he was subjected to extensive pressure, described as “good brainwashing” (acchi khaasi brain washing).
    • Post-Summit Warning: Immediately after the summit concluded, Marco Rubio (referred to as the Secretary of State in the source) arrived in Doha to meet the Ameer of Qatar. Rubio explicitly advised the Ameer “not to fall for the schemes of the various loudmouths” (mukhtalif nau barkbazon ke jhanse mein mat aiyega).

    Pressure Regarding Israel and the Region

    The sources also detail how the US maintained diplomatic contact with Israel to offer support while engaging in pressure tactics with allies:

    • Support for Israel: During the period of the Arab Islamic Summit, Marco Rubio was present in Israel, assuring them, “Don’t worry, we are with you”.
    • Treatment of Netanyahu: While Trump generally supports Israel, he is described as sparing nobody, occasionally giving Prime Minister Benjamin Netanyahu a “dressing down,” “scolding,” or “laundering” (thodi bahut jhaadphoonk lati laayi dhulai ya sajnash kar dete hain). However, when Netanyahu seemed troubled, Trump would send Rubio to offer encouragement (hausla dilane ke liye).
    • Critique of US Stance: The sources pose a critical question regarding the perceived inconsistency of US pressure, noting that when an Iranian attack previously threatened Qatari sovereignty (targeting a foreign base), the outcry of “loudmouth statements” (shola bayanian) and concerns over Qatari sovereignty did not rise to the level seen after the current conflict.

    Arab Islamic Summit: Conflict, Divisions, and US Pressure

    Middle East politics, as reflected by the discussions and fallout from the Arab Islamic Summit, are characterized by intense conflict, internal divisions among Arab and Islamic nations, significant external pressure from the United States, and ongoing debates over political solutions like the Two-state solution.

    The Central Conflict and Israeli Rationale

    The Israel-Gaza conflict formed the core of the political discourse. Leaders at the summit asserted that Israel had crossed all “red lines” and must be held accountable for violating international laws and the UN Charter. Accusations against Israel included committing “genocide (nasl kushi)” against the Palestinians and employing siege and hunger as a weapon, which was declared a “war crime”. Concerns were also raised about the continuation of the “Greater Israel” agenda, which is seen as a threat to global peace.

    In contrast, Israeli Prime Minister Benjamin Netanyahu justified the military offensive by framing it as a necessary response to the “biggest terrorist attack”:

    • Netanyahu argued that Israel is targeting the culprits of terrorism—Hamas leadership.
    • He claimed the right to defend Israel, even outside its borders, and vowed to eliminate “terrorist Hamas” regardless of the cost.
    • He used the precedent of the US attack on Pakistan to eliminate Bin Laden, arguing that if that action was praised, condemnation of Israel’s actions targeting Hamas leadership is unjustified.

    Geopolitical Divisions and Organizational Dynamics

    The sources highlight a crucial split in regional political strategy between the core Arab states and other participating Islamic nations:

    • Arab Caution: Powerful neighboring Arab countries, including Saudi Arabia, the UAE, Kuwait, Bahrain, Jordan, and Syria, adopted an “extremely cautious approach” (intihai mohthat ta’ssur) during the summit, deliberately refraining from the fiery rhetoric used by others.
    • Rhetoric vs. Action: Critical commentary noted that much of the highly rhetorical speeches (shola bayanian) delivered by some leaders (such as the Pakistani Prime Minister) appeared to be for “cheap fame or display” and lacked the importance necessary to be included in the cautious joint communiqué. Despite the meeting of 50 Muslim nations, the ground reality for the suffering people of Gaza remains unchanged.
    • Arab Nationalism vs. Islamic Identity: The sources analyze the significance of the summit being termed “Arab Islamic,” suggesting a fusion of the Arab League and the OIC (Organization of Islamic Cooperation). This is tied to the concept that the “Arab temperament” (Arbon ka mizaj) often favors Arab nationalism over a generalized Islamic identity.

    External Influence: US Diplomatic Pressure

    The politics of the Middle East are heavily influenced by the United States, which applies significant diplomatic pressure (Amki pressure), particularly on its allies like Qatar:

    • Direct Scolding: US President Trump used a “carrot and stick” approach with the Ameer of Qatar, Sheikh Tamim. Trump told the Ameer directly to stop focusing on “big ideas” and instead focus on addressing the “dissatisfaction of his own people”.
    • Post-Summit Warnings: Immediately after the summit, Marco Rubio (referred to as the Secretary of State in the source) arrived in Doha and explicitly warned the Ameer “not to fall for the schemes of the various loudmouths”, referring to the highly rhetorical speeches delivered by other leaders.
    • Support for Israel: During the summit period, Rubio was in Israel, reassuring them, “Don’t worry, we are with you”.

    Proposed Solutions and Future Alliances

    Political efforts focused on finding a resolution to the conflict and establishing new regional structures:

    • The Two-State Solution: This remains a critical point for resolving the conflict. The joint communiqué welcomed the recent endorsement of the two-state solution in the UN General Assembly. It is anticipated that this issue will generate extensive debates (khub bahsein chhidne wali hain) globally, particularly driven by European countries.
    • Failed Alliance Proposals: The suggestion by the Pakistani Prime Minister to establish a “joint task force of Muslim nations”, or an “Islamic NATO,” was deemed by the sources to be “currently impractical” (naqabil amal). This proposal faces severe internal hurdles, including deep internal “sectarian, religious, and political divisions” among Muslim nations.

    इंसानों के नाम अफजार रिहान दोहा की अरब इस्लामिक समिट का हासिल क़तर के दाल हुकूमत दोहा में अरब इस्लामिक इमरजेंसी समिट मुनकद हुई जिसमें 50 के करीब अरब और इस्लामी मुालिक के सरबराहान या नुमाइंदों ने शिरकत की यहां की गई तकारीर में इस बात पर जोर दिया गया कि इसराइल ने तमाम रेड लाइंस अबूर कर ली है यूएन चार्टर और आलमी कवानीन की खिलाफवर्जी पर इसराइल को जवाबदेह ठहराना होगा अमीर कतर शेख तमीम बिन हमद सानी ने कहा कि ग्रेटर इसराइल का एजेंडा आलमी अमन के लिए खतरा है कतर ने सालस के तौर पर ख्ते में अमन के लिए मुखलसाना कोशिशें की लेकिन इसराइल ने मजाकराती अमल को सबूताज करते हुए हमास कयादत को निशाना बनाया इसराइल की जानिब से ख्ते के मुालिक की खुद मुख्तारी पर हमला काबिल मुज़म्मत है इसराइल के हाथों फस्तीनियों की नस्ल कुशी हो रही है इसने इजराइम की तमाम हदूद पार कर ली है इसराइली रबालियों की पुर अमन रिहाई के तमाम दावे भी झूठे हैं ईरानी प्रेसिडेंट ने कहा अकवामे मुतहदा से इसराइल की रकनियत मुतल करवा दी जाए पाकिस्तानी प्राइम मिनिस्टर ने कहा कि मुस्लिम अकवाम की मुश्तका टास्क फोर्स बनाई जाए और दो रियासी हल पर अमल दरामद यकीनी बनाया जाए उन्होंने कहा कि अगर अब भी इस्लामी मुालिक मुतहिद ना हुए तो तारीख हमें माफ़ नहीं करेगी तुर्क प्रेसिडेंट ने कहा कि इसराइल यह समझता है कि उसे कोई पूछ नहीं सकता इस अरब इस्लामिक समर से अरब लीग और ओआईसी के सेक्रेटरी जनरल्स के अलावा ईरान अराक मिस्र और फस्तीनी अथॉरिटी के सुदूल ने भी खिताब किया अलबत्ता कतर की हमसायगी में वाकयात ताकतवर अरब मुालिक बिलखसूस सऊदी अरब मुतहदा अरब अमरात कुवैत बहरीन जॉर्डन और सीरिया जैसे मुालिक ने इंतहाई मोहतात तज़ अमल अपनाते हुए बयानबाजी से एतराज किया अरब इस्लामिक समिट के इताम पर मुश्तका इलामिया में दोहा के साथ मुकम्मल यकीियती का इज़हार करते हुए कहा गया कि हम हर मुमकना जवाबी इदाम की गैर मशहूद हिमायत करते हैं एक गैर जानबदार सालसी मरकज को निशाना बनाना अमन कावशों को नाकाम बनाने के मुतरादिफ है कतर के दानिशमंदाना और होशमंदाना किरदार की तहसीन करते हुए इजिप्ट और अमेरिका की जारी सालसी मसाई को आम करार दिया गया इलामिया में इसराइली दामों और तौजीहात को मुस्तरद करते हुए मुहासरे और भूख को बतौर हथियार इस्तेमाल करना जंगी जुर्म करार दिया गया किसी भी मुमकना इसराइली फैसले के तहत फस्तीनी इलाकों के इंतजामाम या जबरी हिजरत की मज़म्मत की गई और आलमी बिरादरी से मुतालबा किया गया कि क़तर गजा वेस्ट बैंक और दीगर खतों पर जारी मुसलसल जारियत को रोका जाए यूएन जनरल असेंबली में हालिया ऐलान न्यूयॉर्क और दो रियासती हल की तौसीक का खैरमकदम करते हुए इस अम्र पर जोर दिया गया कि मिडिल ईस्ट को तबाह कुंदन हथियारों से पाक खाता बनाया जाए दशहां अपने अहले दानिश की खिदमत में कुछ अहम पॉइंट्स उजागर करने का खास्तकार है दुआ की अरब इस्लामिक समिट में जितनी भी शोला बयानियों पर मबनी तकरारी थी आप उन्हें बगौर पढ़िए इसके बाद जारी होने वाले मुश्तकालामिया के आम नकात का भी जायजा लीजिए आप पर वाज़ हो जाएगा कि बहुत सी शोला बयानिया बहुत सस्ती शहरत या दिखावे की बयानबाजी के लिए होती हैं जिनकी अहमियत इतनी भी नहीं कि उन्हें मुश्तरका इलामिया का हिस्सा भी बनाया जा सके बिलखसूस पाकिस्तानी अल्फाज़ शायद दीगर तमाम अरबो अजम या इस्लामिक हुक्मरानों से कहीं भरी हुई होती है इसके बिल मुकाबल शायद खुद निशाना बनने वाला मेजबान मुल्क भी इस हद तक जाना पसंद नहीं करता अगरचे हमारे पाकिस्तानी हुक्मरान भगोले छोड़ने के लिए उन्हें खूब पंप मारते पाए जाते हैं इस कारनामे पर हमारे मौजूदा जिहादी हुक्मरानों को निशाने इम्तियाज जरूर मिलना चाहिए पाकी लीडरान का सनसनीखेज बयानिया शायद अपने इस्लामी आवाम की जैसी तैसी खुशनूदी के लिए या इनकी बढ़ती ईमानी ख्वाहिशात को मुतमिन करने की खातिर तशकील पाता है अब अगर हमारे मीडिया की सुर्खियां मुलाहजा करें ख्वाब प्रिंट हो या इलेक्ट्रॉनिक या सोशल मीडिया तो यूं महसूस होता है कि जैसे कोई इंकलाब आ गया है और कुफ्र के खिलाफ इस्लामी दुनिया इकट्ठी हो गई है लिहाजा अब इसराइल की खैर नहीं बल्कि हमारा आवामी सलूब तो यह होता है कि ऐ मुसलमानों इकट्ठे होकर इसराइल का नापाक वजूद सफा हस्ती से मिटा दो पाकिस्तानी नहीं इस्लामी ईरान से भी स्नो की आवाजें निचली नहीं इख्तेदार की आला तरीन सतह से बारहब उठती रही है अलबत्ता ईरान इसराइल जंग के बाद अब इसमें थोड़ा ठहराव आया है रह गई रजा के अरब आवाम पर इसराइली ज्यादतियां इन पर तो कोई दो अरा है ही नहीं इस पर मुस्लिम ही नहीं गैर मुस्लिम अकवाम की जानिब से भी पूरी दुनिया में सख्त एतजाज किया जा रहा है हत्ता के वेटिकन सिटी से भी दर्द अंगेज बयानात जारी होते रहते हैं यूरोपियन मुालिक और इनके आवाम भी खुलकर बोल रहे हैं अरब इस्लामिक समिट के बाद हमारे सादा हबाब अगर यह समझते हैं कि अब कोई बहुत बड़ा इस्लामी तूफान उठ खड़े होगा दस्त बस्ता अज़ है कि वो अगर हालात हाजरा पर नजर रखते हैं तो उन्हें मालूम होना चाहिए कि गजा के मजलूम आवाम चक्की के जिन दो पार्टों में पहले से पिसते चले आ रहे हैं 50 मुस्लिम मुालिक की समट के बाद भी वो इसी तरह पिस रहे हैं इसी तरह दर्दनाक अमवात का शिकार हो रहे हैं दरवेश को कहा जाता है कि ज्यादा सच्चाई मत लिखो ठीक है जितना चाहो अपनी मर्जी का लिखवा लो लेकिन क्या इससे तल्ख जमीनी हकायक खत्म हो सकेंगे अगर हमारी बड़कों से इसराइल खत्म हो सकता तो शायद पैदा होने से कब ही फना हो चुका होता दरवेश की नजरों में सऊदी अरब से ज्यादा इस्लामी मुल्क तो दुनिया में कोई नहीं जो इस्लाम का मंबा और तू इस्लाम का मरकज है ना चीज ढूंढ रहा था कि इस अरब इस्लामिक समट में सऊदी कयादत ने क्या फरमाया है और फिर हाशमी सल्तनत के वारिस खानदाने नबूवत के चश्मो चिराग एक्सीलेंसी शाह अब्दुल्ला दोम ने क्या रहनुमाई फरमाई है पहले नजर की खिदमत में एक और दिलचस्प पॉइंट काबिल तवज्जो है माकबल जब भी इस नो की अफताद आती थी जैसे कि 69 में मस्जिद अक्सा को आग लगाने का मुबईना सानिया पेश आया तो ओआईसी की तंजीम वजूद में आई और फिर तब से मुस्लिम उमा की एक तरह से नुमाइंदा तंजीम ओआईसी को ही करार दिया जाता रहा अब वो क्या वजू है जिनके कारण एक अरसे से ओआईसी किसी हद तक पसमंजर में जाती दिखाई दे रही है जी चाहता है कि इसकी जेन्युइन वजूह पर किसी वक्त जामिया आर्टिकल तहरीर किया जाए और अरब लीग के बिल मुकाबिल इसका तकाबली जायजा पेश किया जाए इन दिनों अलबत्ता एक नई दिलचस्प टर्म अरब इस्लामिक इस्तेमाल हो रही है जैसे कि अरब लीग और ओआईसी को इकट्ठे कर दिया गया हो क्योंकि अरबों का मिजाज बिल उम इस्लामिक से ज्यादा अरब नेशनलिज्म की सूरत जलवा कर रहा है यह बात मज इजिप्ट या जमाल अब्दुल नासिर तक महदूद नहीं हमारे यहां जिन्हें इस्लामी उमा का बहुत बड़ा हीरो बनाकर पेश किया जाता है किंग फैसल बिन अब्दुल अजीज इनका यह बयान रिकॉर्ड पर मौजूद है कि मैं जब अरब वर्ड बोलता हूं तो इससे मेरी मुराद इस्लामिक वर्ल्ड ही होती है सवाल पैदा होता है कि अगर आपकी यह मुराद होती है तो आप बोल भी यही दिया करें इस गु्थी का दरा के लोगों को बखूबी हो सकता है जो मिडिल ईस्ट में अरब नेशनलिज्म के पसमंजर से आगाही रखते हैं बिलाश इन दिनों यूएन की रौनके बुलंदियों पर पहुंचने वाली है इस मर्तबा इसराइल पर भरपूर आलमी दबाव बढ़ने वाला है कि वो गजा के मजलूमों की जान बखशी करें अलावा अजी दो रियासती हल पर भी खूब बहसें छिड़ने वाली हैं बिलखसूस यूरोपियन मुालिक बावजूद इस इशू को खूब उठाएंगे जिसकी बड़ी वजह अमकी प्रेसिडेंट ट्रंप से इनकी छेड़छाड़ होगी क्योंकि ट्रंप टेरिफ के हाथों करीबी अमकी इत्तहादी इस अनोखे सदर से खासे नाला है ट्रंप बखशते किसी को भी नहीं हत्ता कि कभी बंजमन नैतननिया की भी थोड़ी बहुत झाड़फूंक लती लाई धुलाई या सजनश कर देते हैं लेकिन साथ ही जब उन्हें परेशान देखते हैं तो हौसला दिलाने के लिए सेक्रेटरी ऑफ़ स्टेट मार्को रूबियो को तलबीब या यरूशलम रवाना कर देते हैं जैसे कि हालिया अरब इस्लामिक समिट के दौरान मार्को रूबियो इसराइल में मौजूद रहे यह इत्मीनान दिलाते हुए कि फिक्र ना करो हम तुम्हारे साथ हैं अरब इस्लामिक समिट इताम पजीर होने के फौरन बाद मार्को रूबियो दोहा पहुंचे अमीर कतर से मिले और साफ फरमा दिया कि इन मुख्तलिफ नौ बड़कबाजों के झांसे में मत आइएगा इससे कब कतरी प्राइम मिनिस्टर को वाइट हाउस बुलाकर इनकी अच्छी खासी ब्रेन वाशिंग खातिर तवाजा या दलाई की जा चुकी है अमीर कतर के लिए गाजर के साथ स्टिक का इस्तेमाल करते हुए प्रेसिडेंट ट्रंप ने किसी मुंह रखी या भरम का भी कोई ख्याल नहीं रखा साफ कह दिया कि शेख तमीम आपके आवाम आपसे खुश नहीं है इधर-उधर की बड़ी-बड़ी छोड़ दें या सोचने की बजाय अपने लोगों की नाराजगी का सोें इनके मसाइल हल करने के लिए फिकरमंद हो जरा गौर फरमाइए इसका क्या मतलब है इन अल्फाज़ में क्या मलफूफ पैगाम है शायद इसी को कहते हैं अमकी प्रेशर अहले मगरब के सामने यह सवाल भी अहम है कि इसी क़तर पर जब ईरानी हमला हुआ था इस वक्त अगरचे ईरान के खिलाफ भी खासे मजमती बयानात आए थे मगर इस नौ की शोला बयानियों का गुलगला तब क्यों नहीं उठा था तब क़तर की अप्ला मुख्तारी खतरे में क्यों नहीं आई थी क्या इसलिए कि तब ईरानी हमले का हदफ कतरी नहीं गैर मुल्की अड्डा था मसला तो अब भी वही है इसराइली हमले का हदफ कतरी नहीं गैर मुल्की हमास की आदत थी जिन्हें इसराइल टेररिज्म के वैसे ही आदमी मुजरम गिरदानता है जैसे 91 के बाद अमेरिकी बिन लादन और इनकी अलकायदा को समझते हैं बेंजमिन नेतन याू का इस्तदलाल यही है कि जब अमेरिका ने बिन लादन जैसे टेररिस्ट को मारने के लिए पाकिस्तान पर हमला किया था तो पूरी दुनिया ने इसकी मजम्मत नहीं सताइश की थी आज हमने भी अपने ऊपर होने वाले सबसे बड़े टेररिस्ट अटैक के मुजरमों यानी हम्मास कयादत को टारगेट किया है तो इस साबका उसूल के तहत इसकी मजम्मत का भी कोई जवाब नहीं बनता है दुनिया को चाहिए कि वो टेररिज्म के खिलाफ एका करे यूरोपियन मुालिक की तरफ इशारा करते हुए उन्होंने कहा कि यह लोग उल्टे हमें आलमी तन्हाई में धकेल रहे हैं जो बरसों चल सकती है लिहाजा हमें अपने वसाइल के साथ अपने पांव पर खड़े होना पड़ेगा हम इस वक्त तक चैन से नहीं बैठेंगे जब तक हम अपने यमालियों को रिहा करवाते हुए टेररिस्ट हमास का खात्मा नहीं कर देते चाहे हमें इसकी जो भी कीमत चुकानी पड़े हर मुल्क को अपनी सरहदों से बाहर भी अपने दफा का हक हासिल है यह कहते हुए नेतन याऊ रियासतों की सोवनिटी का असूल बयान करना भूल गए हमारे बुलंद परवाज ने इसी समिट में अरब इस्लामिक टास्क फ़ोर्स या इस्लामिक नेटो की जो फुलझड़ी छोड़ी है अगरचे आवामी सतह पर वह जितनी चाहे क्लैपिंग ले लें बिलफेल या नाकाबिल अमल बड़क से आगे कुछ नहीं बुलंद बांग दावे जो भी हो वेस्टर्न मिलिट्री अलायंस के बिल मुकाबल इसी तर्ज पर इस्लामिक मिलिट्री अलायंस के लिए जिस नौ की ताकत दरकार है इसका तो शायद दूरदूर तक शबा तक नहीं फी जमाना मजहब की बुनियाद पर इस नौ के अलायसेस को दुनिया मौज हैरत हकारत से ही देख सकती है जबकि मुस्लिम अकवाम की अंदरूनी कदूरतें और मुनाफरत भरी फिरकाना मजहबी और सियासी तकसीम इसके अलावा पूरी गहराई के साथ मौजूद है हम पाकिस्तानियों के लिए बेहतर यही है कि हम अपनी डूबती मशत लड़ में डुबकियां खाते आवाम और इनके अनगिनत दुखों और मसाइलों मसायब को दूर करने का सोचें अकवाम आलम के सामने हमारी मुस्लिम अकवाम का मौकफ यह होना चाहिए कि टेररिज्म या दहशतगर्दी या आतंकवाद इंसानियत की मुश्तका दुश्मन है इसकी मुर्तकब कोई भी तंजीम हो तमाम अकवाम को बिला तमीज मजहबो नस्ल इसके खिलाफ खड़े होना पड़ेगा इसराइल को भी अपने वजूद की बका इतना ही हक असल है जितना किसी और मुल्कों कौम को रह गई बेगुनाह इंसानी हलाकतें वो चाहे मुसलमानों की हो या यह यहूद की हिंदुओं की हो या मसीहों की इनकी मुर्तकब कोई भी कौम तंजीम या पार्टी हो काबिल मजम्मत और नाकाबिल कबूल है मिडिल ईस्ट में दो रियासती हाल की बहस पर तनकी दी जाए

    اظفر ریحان انسانیت کے نام پر دوحہ میں عرب اسلامی سربراہی اجلاس کا کارنامہ دوحہ میں عرب اسلامی ہنگامی سربراہی اجلاس منعقد ہوا جس میں 50 کے قریب عرب اور اسلامی ممالک کے سربراہان یا نمائندوں نے شرکت کی۔ یہاں کی گئی تقاریر میں اس بات پر زور دیا گیا کہ اسرائیل نے تمام سرخ لکیریں عبور کر لی ہیں۔ اسرائیل کو اقوام متحدہ کے چارٹر اور عالمی قوانین کی خلاف ورزی پر جوابدہ ہونا چاہیے۔ قطر کے امیر شیخ تمیم بن حمد ثانی نے کہا کہ گریٹر اسرائیل کا ایجنڈا عالمی امن کے لیے خطرہ ہے۔ قطر نے سلامتی کے طور پر خطے میں امن کے لیے مخلصانہ کوششیں کیں لیکن اسرائیل نے اپنے غدارانہ اقدامات کا مظاہرہ کرتے ہوئے حماس کی قیادت کو نشانہ بنایا۔ خطے کے مالک کی خود مختاری پر اسرائیل کا حملہ قابل مذمت ہے۔ اسرائیل کی طرف سے فلسطینیوں کی نسل کشی کی جا رہی ہے۔ یہ اسرائیل کی تمام حدیں پار کر چکا ہے۔ اسرائیلی باغی قطری کی پرامن رہائی کے تمام دعوے جھوٹے ہیں۔ ایرانی صدر نے کہا کہ اقوام متحدہ سے اسرائیل کی حیثیت منسوخ کی جائے۔ پاکستانی وزیر اعظم نے کہا کہ مسلم اقوام کی مشترکہ ٹاسک فورس بنائی جائے اور دو ریاستی حل پر عمل درآمد کو یقینی بنایا جائے۔ انہوں نے کہا کہ اگر اسلامی ممالک اب بھی متحد نہ ہوئے تو تاریخ ہمیں معاف نہیں کرے گی۔ ترک صدر نے کہا کہ اسرائیل سمجھتا ہے کہ کوئی اس پر سوال نہیں اٹھا سکتا۔ اس عرب اسلامی سربراہی اجلاس سے عرب لیگ اور او آئی سی کے سیکرٹری جنرلز کے علاوہ ایران، عراق، مصر اور فلسطینی اتھارٹی کے نمائندوں نے بھی خطاب کیا۔ تاہم قطر کے پڑوس میں طاقتور عرب ممالک بالخصوص سعودی عرب، متحدہ عرب امارات، کویت، بحرین، اردن اور شام نے انتہائی احتیاط سے کام لیا اور بیان بازی پر اعتراض کیا۔ عرب اسلامی سربراہی اجلاس کے اختتام پر متحدہ اسلامی ممالک نے دوحہ پر مکمل یقین کا اظہار کرتے ہوئے کہا کہ ہم ممکنہ انتقامی کارروائی کے لیے نامعلوم حمایتی ہیں، ایک غیر جاندار فوجی مرکز کو نشانہ بنانا امن کے اقدامات کو سبوتاژ کرنے کے مترادف ہے، قطر کے ذہین اور سمجھدار کردار کی تعریف، مصر اور امریکا کی جاری فوجی کارروائیوں کو دنیا میں نارمل پالیسیوں کا استعمال کرتے ہوئے اسرائیل اور اسرائیل کی پالیسیوں کو نارمل پالیسی قرار دیا گیا۔ اسلحے کے طور پر محاصرے اور بھوک کو جنگی جرم قرار دیتے ہوئے فلسطینی علاقوں کو آباد کرنے یا ہجرت پر مجبور کرنے کے کسی بھی ممکنہ اسرائیلی فیصلے کی مذمت کرتے ہوئے عالمی برادری پر زور دیا گیا کہ وہ قطر، غزہ، مغربی کنارے اور دیگر علاقوں میں جاری تنازعات کو روکنے کے لیے اقوام متحدہ کی جنرل اسمبلی، نیویارک میں حالیہ اعلان کا خیرمقدم کرتے ہوئے مشرق وسطیٰ کو صاف ستھرا بنانے کے لیے دو طرفہ حل کی ضرورت پر زور دیا۔ غیر قانونی ہتھیاروں سے پاک تباہی داعش اپنے اہل علم کے لیے چند اہم نکات پیش کرتا ہوں، دعا ہے کہ میں اسے بے نقاب کر دوں۔ وہ تمام اشتعال انگیز بیانات پڑھیں جو عرب اسلامی سربراہی اجلاس میں ہونے والی بحث کی بنیاد تھے۔ اس کے بعد جاری ہونے والی مشترکہ اسلامی سربراہی کانفرنس کی عمومی خبروں پر بھی ایک نظر ڈالیں۔ آپ کو اندازہ ہو گا کہ بہت سے اشتعال انگیز بیانات سستی تشہیر یا دکھاوے کے لیے دئیے جاتے ہیں جن کی اہمیت اس قدر بھی نہیں کہ مشترکہ اسلامی سربراہی اجلاس کا حصہ بنایا جائے۔ خاص طور پر پاکستانی الفاظ شاید دوسری عرب اقوام یا اسلامی حکمرانوں سے زیادہ بھرے ہوئے ہیں۔ اس کے مقابلے میں شاید جس میزبان ملک کو نشانہ بنایا جا رہا ہے وہ بھی اس حد تک جانا پسند نہیں کرتا، حالانکہ ہمارے پاکستانی حکمران مفروروں کی رہائی کے لیے ان پر زور لگاتے پائے جاتے ہیں۔ ہمارے موجودہ جہادی حکمرانوں کو اس فعل کا نشانہ ضرور بنایا جانا چاہیے۔ پاکستانی رہنماؤں کے سنسنی خیز بیانات شاید کسی نہ کسی طرح اپنے اسلامی لوگوں کو مطمئن کرنے یا ان کی بڑھتی ہوئی مذہبی خواہشات کی تسکین کے لیے بنائے گئے ہیں۔ اب اگر ہمارا میڈیا شہ سرخیوں پر غور کریں، چاہے پرنٹ ہو، الیکٹرانک ہو یا سوشل میڈیا، تو ایسا محسوس ہوتا ہے کہ ایک انقلاب آگیا ہے، اور عالم اسلام کفر کے خلاف متحد ہو گیا ہے۔ اس لیے اسرائیل اب خطرے میں ہے۔ بلکہ ہماری عوامی صلیبی جنگ یہ ہے کہ اے مسلمانو متحد ہو کر اسرائیل کے ناپاک وجود کو روئے زمین سے مٹا دو۔ احتجاج کی آوازیں پاکستان سے نہیں اسلامی ایران سے اٹھ رہی ہیں بلکہ اعلیٰ ترین سطح سے اٹھ رہی ہیں۔ تاہم ایران اسرائیل جنگ کے بعد اس میں کچھ جمود آ گیا ہے۔ جہاں تک رضا کے عرب عوام پر اسرائیلی مظالم کا تعلق ہے تو اس میں کوئی شک نہیں۔ اس پر پوری دنیا میں نہ صرف مسلمان بلکہ غیر مسلم بھی شدید احتجاج کر رہے ہیں۔ ویٹی کن سٹی سے بھی دردناک بیانات آتے رہتے ہیں۔ یورپی شہری اور ان کے لوگ بھی کھل کر بول رہے ہیں۔ عرب اسلامک سمٹ کے بعد اگر ہمارے عام لوگ سمجھتے ہیں کہ اب ایک بہت بڑا اسلامی طوفان اٹھے گا تو کیوں نہیں؟ بات یہ ہے کہ اگر وہ موجودہ حالات پر نظر رکھیں تو انہیں معلوم ہونا چاہیے کہ غزہ کے مظلوم عوام عرصہ دراز سے چکی کے دو حصوں کے درمیان پسے ہوئے ہیں۔ 50 مسلم لیڈروں کے قتل کے بعد بھی انہیں اسی طرح کچلنے کا سلسلہ جاری ہے۔ وہ اسی دردناک خشک سالی کا شکار ہو رہے ہیں۔ درویش سے کہا جاتا ہے کہ زیادہ سچ نہ لکھو۔ اچھا، جتنا چاہو لکھو، لیکن کیا یہ تلخ زمینی حقائق کو مٹا سکے گا؟ اگر ہمارے بزرگ اسرائیل کو تباہ کر سکتے تو یہ اس کی پیدائش سے بہت پہلے ہی تباہ ہو چکا ہوتا۔ درویشوں کی نظر میں دنیا میں سعودی عرب سے بڑھ کر کوئی اسلامی ملک نہیں جو اسلام کا باپ اور اسلام کا مرکز ہو۔ میں یہ تلاش کر رہا تھا کہ سعودی قیادت نے اس عرب اسلامی ملک میں کیا کیا ہے اور پھر ہاشمی سلطنت کے وارث، خاندانِ نبوی کے چشم و چراغ محترم شاہ عبداللہ ڈوم نے کیا رہنمائی فراہم کی ہے۔ پہلی نظر کی خدمت میں ایک اور دلچسپ نکتہ۔ یہ بات قابل توجہ ہے کہ جب بھی یہ

    خواہ وہ عوامی سطح پر جتنی چاہیں تالیاں حاصل کر لیں لیکن ان کی ناکامی یا نا کامی ایک بڑی بات سے زیادہ کچھ نہیں۔ بلند و بانگ دعوے جتنے بھی ہوں، مغربی ملٹری الائنس کے مقابلے میں، انہی خطوط پر اسلامی فوجی اتحاد کے لیے جو طاقت درکار ہے، وہ شاید دور دور تک نظر نہیں آتی۔ دنیا صرف مذہب کی بنیاد پر اس اتحاد کے اتحادیوں کو حیرت اور نفرت کی نگاہ سے دیکھ سکتی ہے جب کہ امت مسلمہ کی اندرونی خرابیاں اور نفرت انگیز فرقہ وارانہ، مذہبی اور سیاسی تقسیم پوری گہرائی میں موجود ہے۔ ہم پاکستانیوں کے لیے بہتر ہے کہ اس ڈوبتی جدوجہد میں ڈوبے ہوئے اپنے لوگوں کے مسائل اور ان کے ان گنت دکھوں اور مسائل کے حل کے لیے سوچیں۔ دنیا کے سامنے ہماری امت مسلمہ کا موقف یہ ہونا چاہیے کہ دہشت گردی یا دہشت گردی یا دہشت گردی انسانیت کی سب سے بڑی دشمن ہے۔ اس سے کوئی فرق نہیں پڑتا ہے کہ کوئی بھی تنظیم اسے انجام دے رہی ہے، تمام برادریوں کو بغیر کسی آداب کے نقصان پہنچایا جانا چاہئے۔ نسل کو اس کے خلاف کھڑا ہونا پڑے گا۔ اسرائیل کو بھی اپنے وجود کے دفاع کا اتنا ہی حق حاصل ہے جتنا کہ کسی دوسرے ملک یا کمیونٹی کو۔ جو بے گناہ انسانی موتیں رہ گئی ہیں، خواہ وہ مسلمانوں کی ہوں یا یہودیوں کی، ہندوؤں کی ہوں یا عیسائیوں کی، ان کی اموات خواہ وہ کسی بھی برادری، تنظیم یا جماعت کی ہوں، قابل مذمت اور ناقابل قبول ہیں۔ مشرق وسطیٰ میں دو ریاستوں کے بارے میں حالیہ بحث پر توجہ دی جانی چاہیے۔

  • Israel, Palestine, and the UN General Assembly

    Israel, Palestine, and the UN General Assembly

    The provided text, an excerpt from a YouTube video transcript by , primarily offers a critical analysis of contemporary global political events, with a specific focus on the Israel-Palestine conflict and United Nations proceedings. The author begins by discussing the difficulty of selecting topics given the current political climate, quickly moving to criticize the media’s one-sided reporting on issues like the defense agreement between Pakistan and Saudi Arabia. The core of the discussion scrutinizes the possibility of a Palestinian state being established, arguing that while theoretically no one, including the U.S. and Israel, opposes it, the actions of groups like Hamas have made the realization of a state unlikely. Furthermore, the source provides a detailed critique of U.S. President Donald Trump’s controversial speech at the UN General Assembly, condemning his rhetorical style and his criticisms of European immigration policies and the UN itself.

    The Struggle for Palestinian Statehood

    Palestinian statehood is a complex topic discussed in the sources, focusing primarily on international sentiment, historical attempts, and the impact of recent events and the role of Hamas.

    International Support and Aims

    The sources indicate that, in principle, no one in the world opposes the establishment of a separate Palestinian state in the land of Canaan (Khata-e-Kanan) or the land of Israel (Khata-e-Israel)—a stance that includes both the United States and Israel.

    Many powerful countries have reportedly issued statements in favor of establishing a Palestinian state, including European nations like England, France, and Germany, as well as Canada, Australia, and Portugal.

    Historically, it was the US that worked to convince Israel on this matter, leading to formal agreements and negotiations with the Palestine Liberation Organization (PLO).

    Historical and Negotiated Progress

    Several key moments were identified as steps toward realizing statehood:

    1. 1948 Establishment: A separate Palestinian state was theoretically established by Britain at the same time as the Israeli state. However, the sources note that the Arabs themselves refused to accept this plan and subsequently launched an attack on Israel.
    2. Palestinian Authority (PA): The creation of the Palestinian Authority under Yasser Arafat and later Mahmoud Abbas (Abu Mazen) was viewed as a concrete, practical step toward establishing a separate Palestinian state.
    3. Conditions for Statehood: This progress was contingent upon the Palestinians recognizing Israel and refraining from attacking its security.
    4. Gaza Withdrawal (2005): The negotiation process led to the Israeli Prime Minister Sharon being forced (due to US pressure) to end the occupation and hand Gaza over to the Palestinian Authority in 2005. This resulted in millions of Jews leaving their fortified homes in tears. The sources also note that prior to 1967, Gaza was not held by any Palestinian authority but was part of the capital territory of the Arab Republic of Egypt.

    Despite these opportunities, the sources ask who the elements were that sabotaged the renewed progress toward a separate Palestinian state following the 1993 agreement, which was facilitated by American goodwill.

    Current Obstacles and Future Doubts

    The sources point to current geopolitical realities and the actions of Hamas as major impediments to statehood:

    • Hamas’s Actions: The attacks of October 7th by Hamas are seen as having destroyed all agreements that had been reached between Israelis and Palestinians under American guidance.
    • Loss of Trust: Following this “bitter experience,” the sources express doubt that the previous American and Israeli trust can ever be restored. Consequently, the view is put forward that no such state will be established now.
    • Rewarding Terrorism: Former US President Trump’s viewpoint was mentioned, suggesting that recognizing a Palestinian state under current conditions would be a gift or reward for Hamas.
    • International Conditions for Recognition: The Italian Prime Minister stated that Italy would not recognize any Palestinian state until the government of Hamas is separated (or removed), despite facing considerable domestic pressure on the issue.
    • The Conflict: The ongoing conflict is characterized as the helpless Palestinian people being crushed like wheat between the two millstones of Hamas and Israel. A ceasefire is currently being delayed because of the need for Hamas to release all Israeli hostages.

    Media and Propaganda

    The sources challenge the prevailing media narrative which suggests that “Jews and Christians” have formed a unified alliance of hatred (“Al Kuff Millat Wahida”) to prevent the establishment of a Palestinian state. The text contends that this notion is propagated unfairly, suggesting that the root causes of the failure lie in internal historical rejections and subsequent sabotage.

    Trump’s Criticism and UN General Assembly Debates

    The sources discuss the UN General Assembly (UNGA) primarily in the context of recent global debates, US President Donald Trump’s controversial address, and discussions surrounding the Gaza conflict and illegal immigration.

    General Context and Focus

    The UN General Assembly sessions, along with the address by President Donald Trump, were identified as a main topic of interest in the sources. The sources specifically mention the “colorful global debates” (रंगारंगी आलमी बहसों) that occur within the UN General Assembly.

    Criticism of the UN and its Role

    President Trump used his address and platform to severely criticize the United Nations, characterizing it as a “failed and useless organization” (नाकामो नकारा इदारा).

    Key criticisms leveled at the UN by Trump, according to the sources, include:

    • Failure to Cooperate on Peace: Trump claimed that he had worked diligently as the American President to establish peace (citing ceasefires between Pakistan and India, and in seven countries), but the UN—the global institution responsible for this work—did not cooperate with him at all.
    • Patronage of Illegal Immigration: Trump asserted that the UN agency has become a patron of illegal immigrants (गैर कानानूनी तारकीने वतन का सरपरस्त). He alleged that the UN is orchestrating an attack by these people on Western countries, under the pretense of settling migrants, while the institution’s core objective was the establishment of world peace.
    • Moral Responsibility: Trump also claimed that China and India were responsible for the deaths of thousands of innocent people in Ukraine because they continued to purchase Russian fuel.

    President Trump’s UNGA Address

    The sources highlight the controversial nature of President Trump’s address at the UNGA, noting that he was threatening his opponents and the entire world while standing there. Specific details about his conduct and statements include:

    • Suppression of Free Speech: A question was raised as to why the microphone was being shut off during the speeches of other world leaders at the UN General Assembly, particularly given that the US is supposedly the world’s leading proponent of freedom of expression.
    • Personal Attacks: Trump was criticized for displaying such a “small-mindedness” (छोटापन) that he would attack the elected Mayor of London, Sadiq Khan, during his speech in the UNGA. He claimed Khan was ruining the city and trying to impose Sharia law.
    • Immigration Warning: Trump warned that European nations like Greece, Germany, and Switzerland were turning their countries into “hell” by opening their borders to illegal immigrants.

    Interactions and Discussions within the UNGA Context

    The sources indicate that the UNGA served as a key location for discussions and anticipated meetings related to the Gaza conflict:

    • Anticipated Meeting: There was considerable anticipation that a special meeting would occur during the UNGA session involving six Arab Muslim rulers and President Trump.
    • Hope for Ceasefire: It was hoped that these influential rulers would be able to convince the American President to enforce a ceasefire in Gaza.
    • Clashes of Leaders: Details were reportedly observed regarding the “squabbles and bickering” (नोकझोंक और छेड़छाड़) that took place during the speeches delivered by Turkish President Erdogan and Israeli Prime Minister Netanyahu at the UN General Assembly.
    • Palestinian Statehood: Trump’s view that recognizing a Palestinian state under current conditions would be a gift or reward for Hamas was mentioned in the context of the proceedings.

    Trump’s Controversial UN Address and World View

    Donald Trump is discussed extensively in the sources, primarily concerning his controversial address at the UN General Assembly (UNGA), his severe criticism of international bodies, his claims regarding global peacekeeping, and his stance on Palestinian statehood.

    The Controversial UN General Assembly Address

    President Trump’s address at the UN General Assembly was a central topic of discussion in the sources, characterized as “unsettling or surprising” (pareshank ya hairank) and even “meaningless” or “absurd” (laayaani).

    Behavior and Conduct:

    • While delivering his address at the UN, Trump was described as “threatening his opponents and the entire world”.
    • The sources questioned why the microphone was being shut off during the speeches of other world leaders at the UN General Assembly, especially since America is considered the greatest “propagator and champion of freedom of expression” worldwide.

    Personal Attacks and “Small-mindedness”:

    • Trump was criticized for displaying such “small-mindedness” (chotaapan) that he attacked the elected Mayor of London, Sadiq Khan, during his UNGA speech.
    • He alleged that Khan was ruining London, a beautiful cultural city, and trying to impose Sharia law.
    • He also claimed that Khan had given London over to the control of immigrants.
    • The sources noted that Trump had previously made similar remarks about an Asian-origin candidate for the Mayor of New York in Medship.

    Criticism of the UN and Immigration Policy

    Trump used his platform to deliver severe criticism, characterizing the United Nations as a “failed and useless organization” (naakaamo nakaara idaara).

    UN and Immigration:

    • Trump asserted that the UN agency has become the “patron of illegal immigrants” (ghair kaanaanuni taarikine watan ka sarparast).
    • He alleged that the UN is orchestrating an “invasion” (yalgaar) of these people on Western countries under the guise of settling migrants, despite the UN’s core objective being the establishment of world peace.
    • He warned that European nations like Greece, Germany, and Switzerland were turning their countries into “hell” by opening their borders to illegal immigrants.
    • He claimed that the jails in these European countries were filled with criminals who entered through illegal immigration.

    Claims of Peacekeeping and Global Responsibility

    Trump claimed that he, as the American President, had done more work for “the establishment of peace” than the UN.

    • He cited achieving a ceasefire between Pakistan and India.
    • He listed seven other countries where, according to his claims, he enforced a ceasefire or truce.
    • He specifically complained that the UN, which is the major global institution responsible for peace, “did not cooperate with him at all” in this work.

    In a different critical vein, Trump claimed that China and India were responsible for the deaths of thousands of innocent people in Ukraine because they continued to purchase Russian fuel. The sources questioned whether this kind of language was appropriate for an American President.

    Stance on Palestinian Statehood

    A key viewpoint held by Trump regarding the Israel-Palestine conflict was highlighted:

    • He suggested that recognizing a Palestinian state under current conditions would be a “gift or reward for Hamas”.

    Diplomatic Interactions and Public Perception

    • There was anticipation that a special meeting would occur during the UNGA session involving six Arab Muslim rulers and President Trump. It was hoped that these influential rulers would be able to convince the American President to enforce a ceasefire in Gaza.
    • The sources noted that traditional flatterers (rawayati khushamadi) went to extremes in their flattery (khushamad ki hadd kar di), praising Trump as the “greatest champion of peace” (aman ka dai aalam bardar) in the world, claiming he was ending wars globally and highlighting the ceasefire with India as a great favor (ehsaan azeem).

    Saudi Arabia and Pakistan: Defense and MbS Reforms

    The discussion of Saudi Arabia in the sources focuses on the relationship between Saudi Arabia and Pakistan, the character of the current leadership, and the postponement of a critical review of a defense agreement.

    The Pakistan-Saudi Defense Agreement

    The sources state that the author’s original intention was to discuss the “fruits of the Pak-Saudi defense agreement”. However, this discussion was ultimately deferred, as a critical review of the defense deal or agreement between the Kingdom of Saudi Arabia and Pakistan was deemed to require a separate, dedicated article.

    Regarding media coverage of this agreement:

    • The sources criticize the media for presenting a “one-sided emotional picture”.
    • It is suggested that the narrative of an “Islamic NATO” is being propagated to appeal to the political interests of the established powers.

    Affection and Leadership

    The sources express “full love” for Saudi Arabia, mentioning the holy sites, such as the Baladul Ameen.

    Particular attention is given to the current Saudi leadership:

    • The current Saudi ruler, Crown Prince Muhammad bin Salman (MbS), is described as a “charismatic personality”.
    • MbS is praised for undertaking “revolutionary steps” intended to transform his country’s conservatism into modernity and progress.
    • The author states that they have been a vocal supporter (hamnumai) of the Crown Prince’s planning and execution of reforms from the very first day.

    Hamas, Hostages, and the Collapse of Israeli-Palestinian Peace

    The sources discuss the Hamas-Israel conflict primarily through the lens of recent events, the destruction of existing agreements, international efforts toward a ceasefire, and the role of HamasThe sources discuss the Hamas-Israel conflict primarily through the lens of recent events, the destruction of existing agreements, international efforts toward a ceasefire, and the role of Hamas as a significant obstacle to peace and Palestinian statehood.

    The Impact of October 7th

    The sources identify the October 7th attacks by Hamas as a pivotal moment that fundamentally altered the dynamics of the conflict:

    • Hamas’s actions on October 7th are stated to have “destroyed all agreements” (tiya panca kar dala hai) that had been reached between Israelis and Palestinians under American guidance.
    • Following this “bitter experience” (salḳ tağribah), doubt is expressed that the previous American and Israeli trust can ever be restored. Consequently, the sources conclude that no Palestinian state will be established now.

    Obstacles to Ceasefire and Peace

    The immediate issue stalling a ceasefire is the fate of the hostages held by Hamas:

    • The current conflict is stuck because “the problem is the same: until the dog leaves the well, how can the well be clean?”.
    • A ceasefire is being delayed and “will remain a victim of delay” (iltwa ka shikaar rahegi) until Hamas releases all Israeli hostages (tamam isriliy yajmaliyon ko riha nahi karta).
    • The sources question why influential Arab Muslim rulers meeting at the UN General Assembly “cannot put a bridle on Hamas” (Hamas ko kyon lagaam nahi daal sakte).
    • The sources criticize Hamas for keeping the hostages, noting that if 20 Israeli hostages are alive and the bodies of 28 or 38 Israeli hostages are also being held, keeping them is a “barbaric act devoid of humanity” (insaniyat se guri hui gunaani harkat nahi hai).
    • The question is raised as to what Hamas ultimately desires, given the immense human devastation and the thousands of Palestinians killed.

    International Views and Diplomacy

    The conflict was a major topic during the UN General Assembly session, spurring diplomatic efforts and statements:

    • There was anticipation that six Arab Muslim rulers would hold a special meeting with US President Trump during the UNGA session, with the hope that these influential leaders could “convince the American President to enforce a ceasefire in Gaza”.
    • The Prime Minister of Italy stated that Italy would not recognize any Palestinian state until the government of Hamas is separated (or removed).
    • Former US President Donald Trump’s view was noted: recognizing a Palestinian state under current conditions would be a “gift or reward for Hamas”.
    • The Emir of Qatar was quoted as making a critical comment about Israel’s policy, stating that “killing opponents after inviting them for negotiations is the policy of Israel”.
    • Details were observed regarding the “squabbles and bickering” (nokjhoṇk aur chheṛchhāṛ) that took place during the speeches delivered by Turkish President Erdogan and Israeli Prime Minister Netanyahu at the UN General Assembly.

    The Plight of Palestinians

    The sources characterize the situation of the Palestinian people caught in the conflict as helpless:

    • The “helpless Palestinian people” (bebas filistini awam) are being “crushed like wheat” (gehū̃ ki tarah pise ja rahe hain) between the two millstones of Hamas and Israel.

    Media and Propaganda

    The sources also address the handling of the conflict in the media:

    • The sources criticize the media for not highlighting the humanitarian issue surrounding the hostages held by Hamas.
    • The prevailing media narrative that “Jews and Christians” (Yahud-o-Nasara) have formed an alliance of hatred (Al Kuff Millat Wahida) to prevent the establishment of a Palestinian state is challenged as unfair propaganda.

    इंसानों के नाम अफजार रिहान यूएन का आलमी रोल और प्रेसिडेंट ट्रंप आज मौजुआत की इस कदर भरमार है समझ नहीं आ रही कि किस पर कलम उठाया जाए और किसे नजरअंदाज कर दिया जाए दरवेश की हमेशा यह तमन्ना होती है कि सिर्फ इन्हीं इश्यूज को उठाया जाए जहां कोई कजी या टेढ़ हो जहां हमारा मीडिया हालातो वाक्यात की याक रुखी तस्वीर पेश कर रहा हो तो वहां लाजमन तस्वीर का दूसरा रुख वाज़ किया जाना चाहिए जिसकी बुनियाद सिर्फ और सिर्फ ह्यूमन इंटरेस्ट हो लेकिन अगर हमारा स्वाद आजम दुरुस्त समत में जा रहा हो तो वहां अपनी डेढ़ मरले की अलग मस्जिद बनाना या मौबे दरैन के लिए वाजे हकाय की जिगली करते जाना ना सिर्फ अपने बल्कि अमतुनास के औकात का जिया महसूस होता है आज इरादा तो पाक सऊदिया दफाई मुयदे के समररा पर बहस करने और इनका तनकीदी जायजा लेने का था बिलखसूस इसलिए कि हमारा मीडिया इसकी बहुत यख रुखी जज्बाती तस्वीर कशी कर रहा है बहुत से सवालात हकायक हैं जिन पर ना किसी का ध्यान जा रहा है ना उन्हें कोई ज़रे बहस ला रहा है बल्कि अपने आतुल मुस्लिमीन को बेवकूफ बनाने के लिए किसी इस्लामी नेटो के ज़हूर की कहानियां गड़ी जा रही हैं यह सराबकि हमारी ताकतवर इस्टैब्लिशमेंट के सियासी मफाद में जाता है लिहाजा इस नो का सौदा खूब बेचा और खरीदा जा रहा है बिलाश सऊदी अरब से हम सब भरपूर मोहब्बत रखते हैं हजाजी अज़ मुकद्दस बलादुल अमीन हो या इसराइलीनानी अज़ मुकद्दस यरूशलम हो तीनों जतून या तुरसीना हो इनकी मोहब्बतें ना चीज़ के खून में मोजन है और फिर सऊदिया के मौजूदा हुक्मरान क्राउन प्रिंस इज्जत मा मोहम्मद बिन सलमान तो एक शमाती शख्सियत हैं जो अपने मुल्क की कदामत पसंदी को जिद्द और तरक्की में बदलने के लिए इंकलाबी इदामात उठा रहे हैं यह दरवेश रोजे अवल से इनकी हमनुमाई और पेशबंदी में अहम आवाज उठाते चले आ रहा है किंगडम ऑफ सऊदी अरेबिया और पाकिस्तान के दरमियान तय पाने वाली दफाई डील या मुदे पर बहस किसी अलग आर्टिकल की मुतकाजी है इसलिए उसे तभी तक के लिए उठाए रखे हैं आज का मौजू यूएन जनरल असेंबली में होने वाली रंगारंगी आलमी बहसों बिलखसूस अनोखे अमकी प्रेसिडेंट डोनाल्ड ट्रंप के परेशानक या हैरानक खिताब का जायजा होना चाहिए और यह भी कि क्या वाकई कोई फिलिस्तीनी रियासत ख्ता-ए-कनान या ख़्ता इसराइल में बिल फेल बनने जा रही है जिस तरह यह शोर है कि इंग्लैंड फ्रांस और जर्मनी जैसे ताकतवर यूरोपी मुालिक ही नहीं कनाडा ऑस्ट्रेलिया और पुर्तगाल जैसे मुालिक भी फिलिस्तीनी रियासत कायम करने के हक में बयानात दे रहे हैं अगर असूली तौर पर देखा जाए तो ख्ता-कनान में अलग फिलिस्तीनी रियासत के कयाम का दुनिया में मुखालिफ कोई भी नहीं है अमेरिका और इसराइल भी नहीं क्योंकि ये अमेरिका ही था जिसने इस हवाले से इसराइल को कायल करते हुए पीएलओ से मजाकात ही नहीं बाजाप्ता मुयदे भी करवाए थे यासिर अरफाज और अबू माजन महमूद अब्बास की कयादत में फस्तीनी अथॉरिटी का कयाम दर हकीकत अलग फस्तीनी रियासत की तरफ ठोस अमली पेशरफ्त थी शर्त मौज यह थी कि आप लोग इसराइल को तस्लीम करते हुए इसकी सलामती पर हमलावर नहीं होंगे यह इसी मजाकराती प्रोसेस का सम था जिसने 2005 में इसरली प्राइम मिनिस्टर शेरून को मजबूर किया अमेरिका ने 40 बरस कब इसका कब्जा खत्म करवाते हुए गजा फस्तीनी अथॉरिटी को सौंप दिया हत्ता के लाखों यहूद रोते हुए अपनी मजबूत किला नुमा रहशगाहें छोड़ते हुए यहां से अमकी दबाव पर निकले यह अम्र भी वाज़ रहे कि 1967 से कब भी यह ख्ा किसी फिलस्तीनी अथॉरिटी के पास नहीं था बल्कि अरब रिपब्लिक इजिप्ट की राजदानी का हिस्सा था हमारे मीडिया में नारवा तौर पर यह प्रोपोगेंडा है कि जैसे यहूदो नसारा ने हम मुसलमानों के खिलाफ किसी नौक का कोई नफरत भरा एकका कर रखा है अल कुफ मिल्लत वाहिदा जैसे स्लोगन बुलंद करते हुए इस नौ का शदीद इस्तलाल किया जाता है कि वो सब इकट्ठे होकर बेचारे फिलिस्तीनी मुसलमानों को मरवा रहे हैं और इनकी अलग फिलिस्तीनी रियासत बनने नहीं दे रहे हमारे इन भोले सादा लो अहबाब पर वाज़ होना चाहिए कि असूली तौर पर अलग फ़िलस्तीनी रियासत का कयाम 1948 में इसी वक्त कर दिया गया था जब इसराइली रियासत का कयाम वकूफ पज़र हुआ और इसी बर्तनानिया ने किया जिसने इसराइल और पाकिस्तान मजहब के नाम पर बनवाए लेकिन वो क्या आमल थे जिनके कारण तब खुद अरबों ने उसे कबूल करने से इंकार करते हुए यकबार्गी नजायदा इसराइल पर यलगार कर दी और फिर 1993 में अमकी मेहरबानी से उस मुहदा कराते हुए दोबारा अलग फिलिस्तीनी रियासत की तरफ पेशर भी तो उसे दोबारा सबूताई करने वाले कौन से अनासिर थे अगर हम इसकी तफसील में जाएंगे तो यूएन में होने वाली दिलचस्प तारीर बिलखसूस प्रेसिडेंट ट्रंप के लायानी खिताब का मोहकात्मा नहीं कर सकेंगे जो यूएन में खड़े होकर अपने मुखालफिन को ही नहीं पूरी दुनिया को धमका रहे थे और हद है कि इनका अपना टेलीप्रटर तो खराब हुआ या जो भी कहानी थी अकवामेदा की जनरल असेंबली में खिताब करते हुए दीगर आलमी लीडरान की तकरीर पर माइक क्यों बंद किया जा रहा था अमेरिका तो दुनिया भर में आजादी इज़हार का सबसे बड़ा प्रचार को आलम बरदार है तो फिर मुखालफाना आवाजों पर यह सलूक करते हुए आप अकवामे आलम और इन पर मुसल्लत इस्तबदादी कुतों को क्या पैगाम दे रहे हैं क्या अमकी प्रेसिडेंट इतना छोटापन भी दिखा सकता है कि वो यूएन जनरल असेंबली में खड़े अपने तई दिल की बातें करते हुए लंदन के मुंतखब मेयर पर चढ़ाई कर दे ये कहते हुए कि सादर खान लंदन जैसे खूबसूरत तहजीबी शहर को बर्बाद कर रहा है वो लंदन में शरीयत नाफज़ करना चाहता है उसे इमीग्रेंट्स के कंट्रोल में दे चुका है और मैं आइंदा वहां नहीं जाऊंगा मा कब्ल इसी नो के अल्फाज़ उन्होंने न्यूयॉर्क में मेडशिप के एशियाई नियाद उम्मीदवार के मुतलिक भी कहने शुरू कर दिए थे यहां यूएन में ट्रंप कह रहे थे कि यूरोपीय मुालिक गैर कानानूनी तारकीने वतन के लिए सरहदें खोलकर अपने मुालिक को जहन्नुम बना रहे हैं यूनान जर्मनी स्विट्जरलैंड और दीगर यूरोपीय मुालिक की जेलों में जरा पेशा गैर कानूनी इमीग्रेशन से पहुंचे हुए कैदी हैं यूएन का अदारा गैर कानानूनी तारकीने वतन का सरपरस्त बन चुका है यह मुहाजरीन को बसाने के नाम पर वेस्टर्न कंट्रीज पर अपने इन लोगों की यलगार करवा रहा है जबकि इस अदारे का असल मकसद दुनिया में अमन का कयाम था प्रेसिडेंट ट्रंप ने यूएन पर शदीद तनकीद करते हुए कहा कि मैंने अमेकी प्रेसिडेंट की हैसियत से कयाम अमन के लिए ज्यादा काम किया है पाकिस्तान और इंडिया में फायरबंदी से लेकर उन्होंने सात मुालिक के नाम गिनवाए जहां ट्रंप के बकौल उन्होंने जंगबंदी करवाई लेकिन जिस बड़े आलमी इदारे का यह काम था यानी यूनाइटेड नेशन इसने इस काम में मेरे साथ जरा भी तामन नहीं किया यह एक नाकामो नकारा इदारा है चाइना और इंडिया रशियन ईंधन खरीदते हुए यूक्रेन में हजारों बेगुनाहों की अमवात के जिम्मेदार हैं सवाल पैदा होता है कि क्या किसी अमकी प्रेसिडेंट को इस नौ की जुबान या अल्लाम तराशी जेब देती है अलबत्ता इनकी एक बात दिलचस्प थी कि मौजूदा हालात में फिलस्तीनी रियासत को तस्लीम करना हमा के लिए तोहफा या नाम होगा अमीर कतर ने खूबसूरत बात कही कि मजाकात पर बुलाकर मुखालफीन को कत्ल करना इसराइल की पॉलिसी है हम यहां यूएन में गजा जंग रुकवाने और इसराइली यरगमालियों को छुड़वाने के लिए आए हैं इटली के प्राइम मिनिस्टर ने कहा कि हमास की हुकूमत से अदगी तक हम किसी फिलिस्तीनी रियासत को तस्लीम नहीं करेंगे हालांकि इन पर अपने मुल्क में इस हवाले से खासा दबाव है अभी पिछले रोज मैलान में फिलिस्तीनी रियासत के लिए खून रेज झड़पें हुई हैं जिनमें 60 के करीब इटालियन पुलिस वाले जख्मी हुए अमेरिकी रहनुमाई में इसराइलियों और फिलस्तीनियों में अब तक जितने भी मुहायदे हुए हैं हमास ने 7 अक्टूबर के इदाम से इन सब का तिया पंचा कर डाला है इस सल्ख तजुर्बे के बाद दरवेश को नहीं दिखता कि वो साबका अमकी और इसराइली एतमाद कभी दोबारा बहाल हो सकेगा नतीजातन ऐसी कोई रियासत अब बिल फेल कभी ना बन सकेगी इस सिलसिले में यूएन जनरल असेंबली में तुर्क प्रेसिडेंट अर्दवान और इसराइली प्राइम मिनिस्टर नेतन याू की तकारीर में होने वाली नोकझोंक और छेड़छाड़ की तफसीलात मुलाहजा की जा सकी हैं जो खासी दिलचस्प है कई रोज से बहुत शोर था कि यूएन जनरल असेंबली इजलास के दौरान छ अरब मुस्लिम हुक्मरानों की अमकी प्रेसिडेंट ट्रंप के साथ खुसूसी मुलाकात होने जा रही है उम्मीद की जा रही थी कि यह बासर हुक्मरान अमेरिकी प्रेसिडेंट को गजा जंगबंदी पर कायल कर लेंगे लेकिन मसला वही जब तक कुत्ता कुएं से ना निकले कुआं पाक कैसे होगा जब तक हमास तमाम इसरलीय जमालियों को रिहा नहीं करता ये जंगबंदी भी इल्तवा का शिकार रहेगी सवाल यह है कि तमाम बासर अरब मुस्लिम हुक्मरान वहां मिलकर हमास को क्यों लगाम नहीं डाल सकते चक्की के इन दो पार्टों में यानी हमास और इसराइल बेबस फिलिस्तीनी आवाम गेहूं की तरह पिसे जा रहे हैं हमास ऐसा कौन सा मुंहजोर घोड़ा है जिसे काबू नहीं किया जा सकता अगर 20 इसराइली यर्गमाली जिंदा है और 28 या 38 के करीब मारे गए इसरली यर्गमालियों की लाशें हैं तो हमास उन्हें अपने पास किस खुशी में रखे हुए हैं क्या यह इंसानियत से गुरी हुई गुनानी हरकत नहीं है इतनी इंसानी तबाही करवाने के बावजूद इतने हजारों फिलस्तीनी मरवाने के बावजूद हमास वाले आखिर और क्या चाहते हैं इस खालिस्तान इंसानी इशू को हमारे मीडिया में क्यों हाईलाइट नहीं किया जाता हमारा बुलंद परवाज गजा इशू पर बड़ी-बड़ी छोड़ता था कि ना जाने प्रेसिडेंट ट्रंप को मिलकर क्या कहेगा रवायती खुशामदी ने तो खुशामद की हद कर दी ट्रंप की तारीफों के पुल बांध दिए ट्रंप जी आपसे बड़ा अमन का दाई आलम बरदार तो दुनिया में कोई है ही नहीं आप अमन के दायू प्रचारक हैं दुनिया भर में जंगे खत्म करवा रहे हैं आपने इंडिया से हमारी जंगबंदी करवा कर एहसान अजीम किया है

    انسانوں کے نام، اظفر ریحان، اقوام متحدہ اور صدر ٹرمپ کا عالمی کردار، آج مسائل کی ایسی بھرمار ہے کہ میں یہ سمجھنے سے قاصر ہوں کہ کس پر قلم اٹھاؤں اور کس کو نظر انداز کروں۔ درویش کی ہمیشہ خواہش ہوتی ہے کہ صرف وہی مسائل اٹھائے جائیں جہاں کوئی تنقید یا تحریف ہو۔ جہاں ہمارا میڈیا حالات کی تلخ تصویر پیش کر رہا ہے وہیں تصویر کا دوسرا رخ بھی پیش کرنا چاہیے جس کی بنیاد صرف انسانی مفاد پر ہونی چاہیے۔ لیکن اگر ہمارا ذوق صحیح سمت کی طرف جا رہا ہے تو ڈیڑھ مرلہ کی الگ مسجد بنانا یا اہلِ دنیا کے لیے حق گوئی کا نعرہ لگانا نہ صرف اپنی بلکہ عوام کے رتبے کی بھی توہین ہے۔ آج کا مقصد پاک سعودی عرب کے معاملے پر بحث اور تنقیدی جائزہ لینا تھا۔ خاص طور پر اس لیے کہ ہمارا میڈیا اس کی سخت اور جذباتی تصویر پیش کر رہا ہے۔ بہت سے حقیقی سوالات ہیں جن پر کوئی توجہ نہیں دے رہا۔ ان پر کوئی بحث بھی نہیں کر رہا، بلکہ ہمارے عاجز مسلمانوں کو بے وقوف بنانے کے لیے اسلامی نیٹ ورک کے وجود میں آنے کی کہانیاں گھڑ رہے ہیں۔ یہ معلومات ہماری طاقتور اسٹیبلشمنٹ کے سیاسی مفادات کو پورا کرتی ہیں، اس لیے یہ معلومات بکثرت خریدی اور فروخت کی جا رہی ہیں۔ درحقیقت ہم سب کو سعودی عرب سے بے پناہ محبت ہے۔ حضور صلی اللہ علیہ وسلم ہوں یا رسول اللہ صلی اللہ علیہ وسلم بیت المقدس، تینوں سیارے ہوں یا ترسینا، ان کی محبت ان کے خون میں پیوست ہے۔ سعودی عرب کے موجودہ حکمران، ولی عہد شہزادہ محمد بن سلمان، ایک لچکدار شخصیت ہیں جو اپنے ملک کی ترقی کے جذبے کو عزم اور ترقی میں تبدیل کرنے کے لیے انقلابی اقدامات کی قیادت کر رہے ہیں۔ یہ درویش سال کے آغاز سے ہی ان کی حمایت اور وکالت میں نمایاں آواز اٹھا رہا ہے۔ سعودی عرب اور پاکستان کے درمیان طے پانے والے سیکیورٹی ڈیل یا ایشو پر بحث ایک الگ مضمون کا معاملہ ہے۔ یہ متنازعہ ہے، اس لیے اسے اس وقت تک زیر التواء رکھا گیا ہے۔ آج کا موضوع اقوام متحدہ کی جنرل اسمبلی میں ہونے والے رنگا رنگ عالمی مباحثوں کا جائزہ ہونا چاہیے، خاص طور پر منفرد امریکی صدر ڈونلڈ ٹرمپ کا پریشان کن یا حیران کن عنوان، اور یہ بھی کہ آیا واقعی ایک فلسطینی ریاست خطہ کنعان میں بننے والی ہے یا خطہ اسرائیل۔ جس طرح یہ چرچا ہے کہ انگلینڈ، فرانس اور جرمنی جیسے طاقتور یورپی ممالک ہی نہیں بلکہ کینیڈا، آسٹریلیا اور پرتگال جیسے ممالک بھی فلسطینی ریاست کے قیام کے حق میں بیانات دے رہے ہیں، اگر اصولی طور پر دیکھا جائے تو دنیا میں کوئی بھی خطہ کنعان میں علیحدہ فلسطینی ریاست کے قیام کا مخالف نہیں، حتیٰ کہ امریکہ یا اسرائیل بھی نہیں، جب کہ اس مسئلے پر صرف امریکہ، اسرائیل سے ہی نہیں بلکہ بہت سے ممالک کو جوڑ دیا گیا ہے۔ پی ایل او یاسر عرفاز اور ابو مازن محمود عباس کی قیادت میں فلسطینی اتھارٹی کا قیام درحقیقت ایک علیحدہ فلسطینی ریاست کی جانب ٹھوس عملی پیش رفت کی شرط تھی۔ مزے کی بات یہ تھی کہ آپ لوگ اسرائیل کو تسلیم کرتے ہوئے اس کی سلامتی پر حملہ نہیں کرتے۔ یہی مضحکہ خیز عمل تھا جس نے 2005 میں اسرائیلی وزیر اعظم شیرون کو مجبور کیا۔جب امریکہ نے اپنا 40سالہ قبضہ ختم کرکے غزہ کو فلسطینی اتھارٹی کے حوالے کیا تو لاکھوں یہودی اپنی مضبوط قلعہ نما رہائش گاہیں روتے ہوئے چھوڑ کر امریکی دباؤ پر چلے گئے۔ یہ بھی واضح رہے کہ 1967 کے بعد سے یہ خطہ کبھی بھی کسی فلسطینی اتھارٹی کے ماتحت نہیں تھا بلکہ عرب جمہوریہ مصر کے دارالحکومت کا حصہ تھا۔ ہمارے میڈیا میں اس طرح پروپیگنڈہ کیا جا رہا ہے کہ گویا یہود و نصاریٰ نے ہم مسلمانوں کے خلاف کوئی نفرت انگیز اتحاد بنا لیا ہے۔ القف ملت واحدہ جیسے نعرے لگا کر اس اتحاد کا یہ کہہ کر شدید استحصال کیا جاتا ہے کہ یہ سب مل کر غریب فلسطینی مسلمانوں کا قتل عام کر رہے ہیں اور انہیں علیحدہ فلسطینی ریاست نہیں بنانے دے رہے ہیں۔ یہ ہمارے معصوم اور سادہ لوح لوگ ہیں واضح رہے کہ اصل میں ایک علیحدہ فلسطینی ریاست 1948 میں اسی وقت قائم ہوئی تھی جب اسرائیل کی ریاست قائم ہوئی تھی اور یہ انہی ترکمنوں نے کی تھی جنہوں نے مذہب کے نام پر اسرائیل اور پاکستان کو بنایا تھا لیکن وہ کون سی حرکتیں تھیں جن کی وجہ سے خود عربوں نے اسے ماننے سے انکار کر دیا اور اچانک ایک بار پھر امریکہ کے ساتھ مل کر اسرائیل کے خلاف ہو گئے۔ علیحدہ فلسطینی ریاست اور پھر وہ کون سے عوامل تھے جنہوں نے اسے دوبارہ ثابت کیا؟ اگر ہم اس کی تفصیلات میں جائیں تو اقوام متحدہ میں ہونے والی دلچسپ تقریر کا مقابلہ نہیں کر پائیں گے، خاص طور پر صدر ٹرمپ کا وہ مزاحیہ بیان جو اقوام متحدہ میں کھڑے ہو کر نہ صرف اپنے مخالفین کو بلکہ پوری دنیا کو دھمکیاں دے رہا تھا اور سب سے بری بات یہ ہے کہ ان کا اپنا ٹیلی پیٹر ٹوٹ گیا یا کہانی جو بھی تھی، اقوام متحدہ کی جنرل اسمبلی سے خطاب کے دوران دیگر عالمی رہنماؤں کی مائیکرو فون پر تقریریں ٹوٹ گئیں۔ امریکہ کو کیوں بند کیا جا رہا تھا؟ دنیا میں آزادی اظہار کی سب سے بڑی پروموٹر دنیا ہے۔ پھر مخالف آوازوں کے ساتھ ایسا سلوک کرکے آپ دنیا اور ان پر حملہ آور کتے نما اسٹیبلشمنٹ کو کیا پیغام دے رہے ہیں؟ کیا ہمارا صدر اتنی گھٹیا پن کا مظاہرہ کر سکتا ہے کہ وہ اقوام متحدہ کی جنرل اسمبلی میں کھڑے ہو کر لندن کے منتخب میئر پر حملہ کر کے اپنے دل کی بات کہہ دے کہ سر خان لندن جیسے خوبصورت، ثقافتی شہر کو برباد کر رہے ہیں۔ وہ لندن میں شریعت کا نفاذ چاہتا ہے۔ اس نے اسے تارکین وطن کے کنٹرول میں دے دیا ہے اور میں دوبارہ وہاں نہیں جاؤں گا۔ لیکن اس سے قبل انہوں نے نیویارک میں صدارتی انتخابات کے لیے ایشیائی امیدوار کے حوالے سے بھی ایسے ہی الفاظ استعمال کرنا شروع کر دیے تھے۔ یہاں اقوام متحدہ میں ٹرمپ کہہ رہے تھے کہ یورپی ممالک یونان، جرمنی، سوئٹزرلینڈ اور دیگر یورپی ممالک میں غیر قانونی امیگریشن کے لیے سرحدیں کھول کر اپنے ملکوں کو جہنم بنا رہے ہیں۔

  • Trump’s Gaza Peace Roadmap Analysis

    Trump’s Gaza Peace Roadmap Analysis

    The source provides an overview and analysis of a twenty-point Gaza peace roadmap proposed by American President Donald Trump, created in consultation with eight Islamic nations, including both Arab and non-Arab states. The plan aims to end the ongoing conflict, focusing on de-escalation, reconstruction, and the demilitarization of Gaza, with an explicit goal of targeting and neutralizing Hamas while offering its members amnesty if they agree to disarmament and peaceful coexistence. Key features of the proposal include the exchange of prisoners and hostages, a phased Israeli withdrawal replaced by international forces, and the possibility of a future Palestinian autonomous state, though Israeli leadership has publicly stated they do not interpret the plan as accepting a two-state solution. The analysis also questions the plan’s feasibility, particularly given the deep-seated mutual distrust and the potential for domestic opposition within both the Palestinian and Israeli populations, suggesting that a lack of addressing fundamental religious animosities could ultimately cause the roadmap to fail.

    The Trump Gaza Ceasefire Roadmap and Provisions

    The Trump Gaza Roadmap (also referred to as the Gaza Ceasefire Road Map or Gaza Peace Plan) is a 20-point proposal presented by US President Donald Trump under significant international pressure, following a period in which 64,000 people were reported killed. The stated primary goal of the roadmap is the cessation of the bloody war that has been ongoing for two years and has resulted in the destruction of Gaza, turning cities and towns into ruins.

    Development and Support

    The roadmap was developed in consultation with eight Islamic and Arab countries. Trump’s team, which included his son-in-law Jared Kushner, worked with these countries to devise 21 points, which were consolidated into the 20-point plan intended to be enforced upon Israel.

    The eight consulted nations included three non-Arab states (Turkey, Indonesia, and Pakistan) and five Arab states (Saudi Arabia, Egypt, Jordan, Qatar, and the United Arab Emirates). The Foreign Ministers of these eight nations issued a joint declaration strongly supporting the plan, deeming it indispensable or key for peace and security in the region, while also leaving room for further negotiations.

    Key Provisions of the Roadmap

    The roadmap establishes several crucial steps aimed at stabilizing the region and restructuring Gaza:

    • Security and Demilitarization: The foremost point (Point 1) is to make Gaza a territory free of terrorism and extremism, ensuring it poses no threat to its neighbors, Israel and Egypt.
    • Hamas or any other militant group will have no direct or indirect role in the governance of Gaza (Point 13).
    • All terrorist centers and infrastructure, including tunnels and weapons manufacturing facilities, must be destroyed.
    • Gaza will be demilitarized under the supervision of neutral observers.
    • No Israeli Occupation or Annexation (Point 16): The plan explicitly clarifies that Israel will neither occupy Gaza nor annex any part of it.
    • Transition of Power: As Israeli Security Forces gradually withdraw, International Defense Forces will incrementally assume control to establish stability in Gaza. If Hamas rejects the roadmap, these International Defense and Stability Forces will still continue peaceful aid operations in the regions handed over to them.
    • Reconstruction: Gaza’s reconstruction will be carried out to benefit its population.

    Focus on Hamas and Reconciliation

    The sources suggest that the primary target of the Gaza peace plan is Hamas.

    • Amnesty for Fighters (Point 6): Following the release of hostages and a prisoner exchange, Hamas members who agree to peaceful coexistence and surrender their weapons will be granted general amnesty. They will be given safe passage and the necessary facilities to travel to countries that accept them if they wish to leave Gaza.
    • Prisoner and Hostage Exchange (Point 5): In exchange for 20 living Israeli hostages and 24 bodies, Israel will release 250 prisoners who have received life sentences from Israeli courts for proven crimes, along with 1,700 other Palestinians arrested after October 7 (including women and children). Furthermore, 15 bodies of Palestinians will be returned for every one body of an Israeli hostage.
    • Inter-Religious Dialogue (Point 18): Point 18 is highlighted as the most beneficial aspect of the roadmap. It stipulates the initiation of an inter-religious dialogue to transform the mindset of Israelis and Palestinians, eliminate mutual hatred, and highlight the benefits of peace. The sources contend that this religious hatred is the root of the conflict, and without addressing it, other schemes will fail.

    Concerns and Challenges

    Several challenges and questions regarding the plan’s viability are raised in the sources:

    1. Hamas Rejection: It is anticipated that Hamas may reject the plan, believing it signals the death of its political power. However, Hamas is reportedly in a position of weakness, lacking external support, except for limited assistance from Iran, Turkey, and Qatar.
    2. Israeli Commitment and the Two-State Solution: Israeli Prime Minister Benjamin Netanyahu assured his citizens that accepting the Gaza peace plan in no way means accepting a two-state solution in the region. This confirms public pressure within Israel against the two-state solution.
    3. Future Palestinian State (Point 19): Point 19 states that, in deference to the eight Islamic/Arab nations, possibilities for establishing a Palestinian autonomous state will emerge once Gaza is reconstructed and the Palestinian Authority completes necessary reforms. The US would then initiate negotiations between Israelis and Palestinians to establish a political horizon for peaceful coexistence. However, the sources note that due to the events of October 7, 2023, the trust between the two factions has been destroyed, and neither the two-nation theory nor the two-state solution seems currently possible.
    4. Motives and Guarantees: Questions are raised about the actual intent behind the plan, suggesting it might be an extension of the Abraham Accords aimed at compelling Muslim Arab states to recognize Israel. There is also concern that Israel, after achieving its objectives (such as the release of hostages), might violate its commitments and launch attacks on other neighboring Arab or Muslim countries once American pressure subsides.
    5. Contextual Pressure: The introduction of the plan occurred shortly after the Israeli Prime Minister, under pressure from the US President, apologized to the Qatari Prime Minister for an “illegal attack” on Qatari territory that resulted in the death of a security guard, promising compensation and pledging never to attack Qatar again.

    Trump’s Gaza Ceasefire Roadmap and Core Provisions

    with these countries to devise the points which were consolidated into the final plan intended to be enforced upon Israel.

    The Foreign Ministers of these eight nations issued a joint declaration strongly supporting the Gaza Ceasefire Road Map, deeming it indispensable or key for peace and security in the region, while also leaving room for further negotiations.

    Core Provisions of the Ceasefire Plan

    The plan establishes strict criteria for the governance and demilitarization of the territory:

    • Security and Demilitarization (Point 1): The foremost point states that Gaza must be made a territory free of terrorism and extremism that poses no threat to its neighbors, Israel and Egypt.
    • Hamas Exclusion (Point 13): Hamas or any other militant group will have no direct or indirect role in the governance of Gaza. All terrorist centers, infrastructure (including tunnels), and weapons manufacturing facilities must be destroyed. Gaza will be demilitarized under the supervision of neutral observers.
    • No Israeli Occupation or Annexation (Point 16): The roadmap explicitly ensures that Israel will neither occupy Gaza nor annex any part of it.
    • Transition of Control: As Israeli Security Forces withdraw incrementally, International Defense Forces will gradually take control to establish stability in Gaza. Even if Hamas rejects the plan, these International Defense and Stability Forces will continue peaceful aid operations in the regions handed over to them.
    • Reconstruction: The reconstruction of Gaza is mandated to benefit its population.

    Focus on Hamas and Reconciliation

    The sources contend that the primary target of the Gaza peace plan is Hamas.

    • Prisoner and Hostage Exchange (Point 5): The plan outlines a comprehensive exchange deal:
    • Israel will receive 20 living Israeli hostages and 24 bodies.
    • In return, Israel will release 250 prisoners serving life sentences for proven crimes, alongside 1,700 other Palestinians arrested after October 7 (including women and children).
    • Additionally, Israel will return 15 bodies of Palestinians for every one body of an Israeli hostage.
    • Amnesty for Fighters (Point 6): Hamas members who agree to peaceful coexistence and surrender their weapons will be granted general amnesty and life security. Those wishing to leave Gaza will receive safe passage and facilities to travel to countries that accept them.
    • Inter-Religious Dialogue (Point 18): Point 18 is highlighted as the most beneficial provision, calling for an inter-religious dialogue to change the mindset of Israelis and Palestinians. The goal is to eliminate mutual hatred and emphasize the benefits of peace. The sources argue that religious hatred is the root of the conflict, and without addressing this, all other schemes will fail.

    Challenges and Concerns

    Several significant concerns surround the viability and intent of the plan:

    1. Hamas Rejection: Hamas is expected to reject the plan, as it views the proposal as the death of its political power. The sources note, however, that Hamas is currently in a weak position, lacking significant external support except for limited assistance from Iran, Turkey, and Qatar.
    2. Israeli Commitment to Peace: Israeli Prime Minister Benjamin Netanyahu assured his citizens that accepting the Gaza peace plan in no way means accepting a two-state solution in the region. This reflects the public pressure within Israel against the two-state solution.
    3. Future of Trust and Statehood: The events of October 7, 2023, are seen as having destroyed the trust between the two factions, suggesting that neither the two-nation theory nor the two-state solution seems possible at present.
    4. Political Horizon (Point 19): Point 19 states that possibilities for establishing a Palestinian autonomous state will emerge once Gaza is reconstructed and the Palestinian Authority completes necessary reforms. The US would then initiate negotiations between Israelis and Palestinians to establish a political horizon for peaceful coexistence.
    5. Guarantees and Motives: Questions have been raised regarding whether the plan is an extension of the Abraham Accords, aiming to compel Muslim Arab states to recognize Israel. There is also concern about the guarantee that Israel will adhere to its commitments and not violate the agreement or attack neighboring countries once American pressure subsides, especially after achieving objectives like the release of its hostages.

    The Gaza Roadmap and the Demise of Hamas

    The Trump Gaza Roadmap, or Gaza Ceasefire Plan, establishes a very specific and limited future role for Hamas, primarily focused on the cessation of its political and military activities. The sources contend that Hamas is the “actual target” of the entire peace plan.

    Exclusion from Governance and Demilitarization

    The roadmap dictates a complete removal of Hamas from any position of authority in Gaza:

    • No Role in Governance: Point 13 stipulates that Hamas or any other militant group will have no direct or indirect role in the governance of Gaza.
    • Demilitarization: Gaza must be transformed into a territory free of terrorism and extremism. This requires that all terrorist centers, infrastructure, including tunnels and weapons manufacturing facilities, be destroyed. Gaza will be demilitarized under the supervision of neutral observers.

    Anticipated Reaction and Current Weakness

    Hamas is expected to view this roadmap as an existential threat to its power:

    • Political Demise: It is suspected that Hamas will reject the plan because it perceives the proposal as the death of its political power (“सियासत या ताकत की मौत”).
    • Weakened Position: The sources note that Hamas is currently in a state of helplessness, as it has no substantial external support (“बैरूनी सपोर्ट हासिल नहीं रही”). While it receives limited financial aid (“महदूद माली इमदाद”) from Iran, Turkey, and Qatar, it is not in a position to leverage significant help.
    • Unsustainable Resistance: It is believed that Hamas will not be able to sustain its resistance movement for much longer. The sources suggest this is a crucial opportunity for the group not to waste the offered amnesty.

    Amnesty and Peaceful Exit Option

    For individual Hamas members, the roadmap offers a specific path toward amnesty:

    • General Amnesty (Point 6): Hamas members who agree to peaceful coexistence and surrender their weapons will be granted general amnesty and life security. This amnesty is granted following the completion of the hostage release and prisoner exchange process.
    • Safe Passage: Those who wish to leave Gaza will be provided safe passage and the necessary facilities to travel to countries willing to accept them.

    Plan Enforcement Regardless of Rejection

    Even if Hamas rejects the Gaza Ceasefire Plan or attempts to use delaying tactics, the sources indicate that the international transition will still proceed:

    • If Hamas rejects the roadmap, the International Defense and Stability Forces will still continue peaceful aid operations in the regions that have been handed over to them. These forces are scheduled to take control incrementally as Israeli Security Forces withdraw.

    Trump Gaza Roadmap Security Analysis

    The Trump Gaza Roadmap addresses Israel’s security concerns primarily through the demilitarization of Gaza, the destruction of terrorist infrastructure, and the permanent exclusion of Hamas from governance. However, the plan also introduces long-term security questions regarding regional stability and Israel’s commitment to future agreements.

    Core Security Objectives for Israel

    The foremost security objective stipulated in the roadmap is ensuring Gaza poses no threat to Israel:

    • Demilitarization of Gaza: Point 1 states that Gaza must be made a territory free of terrorism and extremism that poses no threat to its neighbors, Israel and Egypt.
    • Destruction of Infrastructure: Security measures include the mandate that all terrorist centers and infrastructure, including tunnels and weapons manufacturing facilities, must be destroyed. Gaza will be demilitarized under the supervision of neutral observers, rendering its weapons unusable (“सलाह को नकारा बनाते हुए”).
    • Exclusion of Militant Groups: Point 13 ensures that Hamas or any other militant group will have no direct or indirect role in the governance of Gaza.

    Immediate Security Gain: Hostage and Prisoner Exchange

    The ceasefire plan provides for an immediate security and humanitarian gain for Israel by securing the return of its captured citizens and bodies:

    • Hostage Release (Point 5): Israel is set to receive 20 living Israeli hostages and 24 bodies.
    • Prisoner Exchange: In exchange, Israel will release 250 prisoners serving life sentences and 1,700 other Palestinians arrested after October 7. For every one body of an Israeli hostage, 15 bodies of Palestinians will be returned.

    Concerns Regarding Long-Term Security and Commitments

    Despite the immediate security concessions outlined in the plan, the sources highlight major long-term concerns regarding Israel’s future actions and regional stability:

    • Guarantee of Non-Aggression: A significant concern is the lack of guarantee that Israel will adhere to its commitments once American pressure subsides and it achieves its objectives (like the release of hostages). The question is raised: “What is the guarantee that Israel, after having its demands met… will not violate other matters, ignoring the Palestinians?”.
    • Attacks on Neighbors: There is specific concern about whether Israel will “attack any other neighboring Arab or Muslim country” in the future if American pressure is lifted. This concern is raised despite the Israeli Prime Minister, under pressure from the US President, having already apologized to the Qatari Prime Minister for an “illegal attack” on Qatari territory, promising compensation, and pledging never to attack Qatar again.
    • Rejection of Two-State Solution: Israeli Prime Minister Benjamin Netanyahu found it necessary to assure his citizens that accepting the Gaza peace plan “in no way means accepting a two-state solution” in the region. This reflects the powerful public pressure within Israel against the two-state solution and indicates a lack of political horizon for long-term peace sought by the Arab nations involved in the roadmap’s creation.
    • Destruction of Trust: Following the events of October 7, 2023, the trust between the Israeli and Palestinian factions has been “destroyed”. This loss of trust means that neither the two-nation theory nor the two-state solution seems possible at present, undermining the potential for a secure, negotiated future.

    No Occupation or Annexation

    While addressing security, the plan explicitly restricts Israel’s territorial actions, which may alleviate regional tension but could be viewed by hardliners as a security constraint:

    • No Annexation (Point 16): The roadmap clarifies that Israel will neither occupy Gaza nor annex any part of it.
    • Phased Withdrawal: Israeli Security Forces will incrementally withdraw from Gaza, with International Defense Forces taking control in phases to establish stability.

    Importance of Dialogue for Enduring Security

    Point 18 of the roadmap is identified as potentially the most effective measure for long-term security because it addresses the root cause of the conflict:

    • Inter-Religious Dialogue: This point calls for initiating an inter-religious dialogue to “change the mental state” (“ज़हनी काया पलट”) of Israelis and Palestinians,eliminate mutual hatred, and highlight the benefits of peace. The sources emphasize that religious hatred is the “root of all bloodletting and unrest,” and without addressing this fundamental issue, all other schemes will fail.

    Trump Gaza Roadmap: Inter-Religious Dialogue and Peace

    The inter-religious dialogue is outlined as a specific provision within the Trump Gaza Roadmap (Gaza Ceasefire Plan). It is featured as Point 18 of the 20-point proposal.

    Purpose and Importance

    The sources highlight the inter-religious dialogue as potentially the “most beneficial” or “most beautiful” aspect of the entire roadmap.

    The dialogue is intended to address the root cause of the conflict:

    • Eliminating Hatred: The primary purpose of the inter-religious dialogue is to initiate a process that will “change the mental state” (“ज़हनी काया पलट”) of Israelis and Palestinians. The goal is toeliminate mutual hatred and highlight the benefits of peace.
    • Addressing the Root Cause: The sources stress that religious hatred is the “root of all bloodletting and unrest” (“तमामतर खून रेजी फसाद की जड़ यही मजहबी मुनाफरत है”)Necessity for Success: The source material explicitly states that unless this religious aspect is addressed through true improvement and cleansing (“शरी बेहतरी और सफाई”), all other schemes and plans will fail (“आप लाख स्कीमें बना लें सब फेल हो जाएंगी”).

    Implementation

    The plan stipulates that an inter-religious dialogue process will be started to:

    • Transform the mindset of Israelis and Palestinians.

    Intellectually and mentally expose the benefits of peace (“ज़हनी फिक्री तौर पर अमन के फ़वायद उजागर किए जा सके”).

    इंसानों के नाम अफजार रिहान खजा जंगबंदी मंसूबा कामयाब या नाकाम 64,000 इंसानों को मरवाने के बाद बिल आखिर आलमी दबाव पर अमेरिकी प्रेसिडेंट डोनाल्ड ट्रंप ने आठ इस्लामिक अरब मुालिक की मुशावरत से अपना 20 नकाती गजा अमन रोड मैप पेश कर दिया है इन आठ मुालिक में तीन गैर अरब टर्किया इंडोनेशिया और पाकिस्तान है जबकि सऊदी अरब इजिप्ट जॉर्डन कतर और यूनाइटेड अरब अमरात समेत पांच अरब मुालिक शामिल हैं जिन्होंने प्रेसिडेंट ट्रंप की टीम जिसमें इनके दामाद जर्ड कुशनर भी शामिल है के साथ मिलकर गजा रोड मैप के 21 पॉइंट तैयार किए जिन्हें इसराइल से मनवाने के लिए 20 नकाती मंसूबा बना दिया गया है या करार दिया गया है इन आठ मुालिक के फॉरेन मिनिस्टरर्स ने अपने मुश्तका इलामिया या जॉइंट डिक्लेरेशन में ट्रंप के गजा असीज फायर रोड मैप की भरपूर हिमायत करते हुए उसे ख्ते में अमनो सलामती के लिए नागजीर या कली करार दिया है जिसे आगे बढ़ाने के लिए मजीद बातचीत की गुंजाइश भी रखी है ट्रंप का यह गजा अमन रोड मैप है क्या इसके 20 पॉइंट्स का जायजा लेने के साथ इस अम्र पर बहस जरूरी है कि यह किस कदर काबिले अमल है और क्या इसके नतीजे में गज़ा की खून रेज़ी वाकई बंद हो जाएगी इससे फ़स्तीनी आवाम को क्या मिलेगा क्या यह मंसूबा दो रियासती हाल में मुआवनत करेगा क्या बशूल हमास आम अरब और मुस्लिम आवाम इसकी मुखालफत में कहीं अपनी ही रियासतों या हुकूमतों के खिलाफ खड़े तो नहीं हो जाएंगे क्या यह इब्राहिम अकाट की ही तौसी शक्ल नहीं है जो मुस्लिम अरब रियासतों के लिए इसराइल को तस्लीम करवाने की तरफ ले जाएगी क्या यह लफाजी हमाश जैसी मज़ामती तहरीक को कुचलने और इसराइली ख्वाहिशात को तहफुज़ देने के लिए तो नहीं है सवाल यह है कि खुद पसंदसंद और मुंहज़र इसराइल 64,000 बेगुनाहों को मारते हुए अपने टारगेट सनूस अचीव नहीं कर सका क्या अब वो मुस्लिम फर्सेस को मुस्लिम तहरीक मुज़ामत से लड़वा कर हासिल करना चाहता है जिस तरह लोहे को लोहा काटता है क्या इसी तरह अब मुस्लिम को मुस्लिम काटेगा इस अम्र की क्या गारंटी है कि इसराइल अपने तमाम यमाली छुड़वाने या अपना उल्लू सीधा करवाने के बाद फिलस्तीनियों को ठेंगा दिखाते हुए दीगर मामलात से मुनहरफ़ नहीं हो जाएगा आज इसराइली प्राइम मिनिस्टर ने अमेरिकी प्रेसिडेंट के दबाव पर वाशिंगटन से दोहा काल मिलाते हुए कतरी प्राइम मिनिस्टर से अपने नाजायज हमले की माफी मांगी है कतरी सर जमीन की खिलाफवर्जी और एक सिक्योरिटी गार्ड की हलाकत पर ज़हरे अफसोस करते हुए मरने वाले के खानदान को मुआवजा देने और क़तर पर दोबारा हमला ना करने का अहद किया है लेकिन इस अम्र की क्या गारंटी है कि जब अमकी प्रेशर हटेगा इसराइल अपने इस अहद की पासदारी करते हुए आइंदा किसी दूसरे अरब हमसाए या मुस्लिम मुल्क पर हमलावर नहीं होगा जैसे कि प्रेसिडेंट ट्रंप के साथ मुश्तका प्रेस कॉन्फ्रेंस करते हुए बंचम नितिन याू ने एकदम अंग्रेजी रोक करानी जुबान में अपने हम वतनों को यह यकीनदानी करवाना जरूरी समझा कि इस गजा अमन मंसूबे को कबूल करने का यह मतलब कती नहीं है कि हम ख्ते में दो रियासी हल को कबूल करने जा रहे हैं इसराइल के अंदर आवामी सतह पर मौजूद इस दबाव का दरा किया जा सकता है जो टू स्टेट्स हल की बात भी नहीं सुनना चाहता और यह दरवेश 7 अक्टूबर 2023 से वहम वाज़ करता चला आ रहा है कि इस बदतरीन साने का अफसोसनाक पहलू यह भी है कि अब दोबारा कभी कैंप डेविड या उसका कार्ड जैसा कोई मुयदा इसराइलियों और फिलिस्तीनियों के दरमियान ना हो पाएगा क्योंकि 7 अक्टूबर के रोज मोज़ 1200 बेगुनाह इसराइलियों का ही खून नहीं हुआ बल्कि हर दो फिरकों के बीच रहे स एतमाद का खून भी इसी दिन हो गया नतीजातन अब यहां टू नेशन थ्योरी चलेगी ना टू स्टेट्स हल मुमकिन हो पाएगा अगरचे ट्रंप अमन रोड मैप में आठ इस्लामिक अरब मुालिक की ख्वाहिश के एतराम में 19वां पॉइंट यह वाज़ करता है कि जब गजा की तामीर नौ में पेशरफ्त होगी और फिलस्तीनी अथॉरिटी इस हवाले से इस्लाहात मुकम्मल कर लेगी तब फिलस्तीनी खुद मुख्तार रियासत को कायम करने के इमकानात पैदा हो सकेंगे अमेरिका इसराइल और फिलिस्तीनियों के दरमियान मजाकात शुरू करवाएगा ताकि पुरन बकाए बामी के लिए एक सियासी उफ तय किया जा सके यह अमर बहाल सूरत वाज़ रहना चाहिए कि गजा अमन रोड मैप का बुनियादी मकसद दो बरसों से जारी इस खून रे जंग का खात्मा है जो इतने बेगुनाहों की जाने ले चुकी है जिससे गजा का तोड़ा बुरा बनाया जा चुका है हंसते बंसते शहर और कस्बे खंडरात के ढेर दिखते हैं तबा हाल इंफ्रास्ट्रक्चर में खाम बस्तियों की बातें हो रही थी बल्कि इस नो की तजावीज ज़रे बहस थी कि अगर हमास वाले अपनी बका के लिए अपने आवाम और यमालियों को बतौर ढाल इस्तेमाल कर रहे हैं तो क्यों ना इन आवाम ही को मुख्तलिफ गिरोहों और टुकड़ियों में बांट ते हुए दीगर मुख्तलिफ मुालिक और खतों में बसाने का एतमाम कर दिया जाए नतीजातन इसराइल गजा ही नहीं वेस्ट बैंक का इलाहाक भी अपनी रियासत के साथ कर ले अब कम से कम ट्रंप के इस अमन मंसूबे में यह सराहत वाज़ तौर पर कर दी गई है कि बाबाला पॉइंट नंबर 16 इसराइल ना तो गजा पर कब्जा करेगा और ना ही इसके किसी हिस्से को अपने में जम करेगा इसराइली सिक्योरिटी फर्सेस जैसे ही मरहलावार गजा से इंखला करेंगी इंटरनेशनल डिफेंस फर्सेस मरहला बार इसका कंट्रोल लेते हुए यहां इस्तहकाम कायम करेंगी अगर मास इस अमन रोड मैप को मुस्तरद कर देगी या ताख़री हरबे इख्तियार करेगी तब भी इंटरनेशनल डिफेंस और स्टेबिलिटी फोर्सेस इन खतों में पुर अमन इमदादी कारवाया जारी रखेंगी जो इनके हवाले कर दिए गए होंगे ट्रंप के गजा अमन मंसूबेब का अवली नुक्ता यह है कि गजा को दहशतगर्दी और इंतहाबसंधी से पाक खता बनाया जाएगा जो अपने हमसाइयों इसराइल और इजिप्ट के लिए खतरा ना हो गजा की तामीर नौ की जाएगी ताकि वहां बसने वाले आवाम इससे मुस्तफीद हो सके दरवेश यहां यह अमर वाज़ करना चाहता है कि इस गजा अमन मंसूबे का असल नुकसान ना तो किसी आम फिलिस्तीनी को है और ना इसराइलियों को ना ही किसी आम अरब या गैर अरब को है इसका असल टारगेट सिर्फ और सिर्फ हमास है जिसके टेररिस्टों को अगरचे आम माफी और लाइफ सिक्योरिटी की जमानत दी गई है शक नंबर छह के मुताबिक यमालियों की रिहाई और कैदियों के तबादले की कारवाई होने के बाद हमास के वो अरकान जो पुर अमन बकाए बामी पर राजी हो और हथियार डाल दें उन्हें आम माफी दी जाएगी जो गजा में रहना चाहेंगे और जो छोड़ना चाहेंगे उन्हें महफूज़ रास्ता दिया जाएगा और कबूल करने वाले मुालिक जाने की सहूलत दी जाएगी इसके बावजूद दरवेश का गुमान है कि हमाश क्योंकि इस मंसूबे को अपनी सियासत या ताकत की मौत समझ रही है इसलिए वो उसे मुस्तरद कर सकती है या कर देगी हालांकि यह इसकी बेबसी भी है कि अब उसे कमाू कोई बैरूनी सपोर्ट हासिल नहीं रही सिवाय ईरान के जिसकी रसाई पहले ही कमतर हो चुकी है नीव टर्किया या क़तर भी अब सिवाय महदूद माली इमदाद के कोई ज्यादा ताव करने की पोजीशन में नहीं रहे हां अलबत्ता आवामी सतह पर अरब और गैर अरब मुस्लिम आवाम में मौजूद शिद्दत पसंद गिरोह या तंजीमे एक हद तक अब भी हमास को सपोर्ट कर सकती है या कर रही है इसके बावजूद हमास अपनी बका के लिए ज्यादा देर अपनी मजामती तहरीक जारी नहीं रख पाएगी और खुद इसके लिए यह नादर मौका है कि जो माफी तलाफी मिल रही है इस मौका को जाया ना होने दे जैसे कि श नंबर पांच में वाज़ किया गया है कि अपने 20 जिंदा यर्कमालियों और 24 लाशों को वसूल करने के बाद इसराइल हमास या गजा के 250 ऐसे कैदियों को रिहा कर देगा जिन्हें इनके जरा साबित होने पर इसराइली अदालतों से उम्र कैद की सजाएं सुनाई जा चुकी हैं और 7 अक्टूबर के बाद गिरफ्तार किए गए दीगर 1700 फिलिस्तीनियों को भी रिहा कर दिया जाएगा जिनमें खवातीन और बच्चे भी शामिल होंगे एक इसराइली यमाली की लाश के बदले 15 फिलस्तीनियों की लाशें वापस की जाएंगी शक नंबर 13 के मुताबिक हमास या किसी दूसरे मुशद्द ग्रोह का गजा की हुक्मरानी में बराएरा या बिल वास्ता कोई किरदार नहीं होगा दहशतगर्दी के तमाम अड्डे ढांचे बशूल सुरंगे और हथियार बनाने की फैक्ट्रियां तबाह कर दी जाएंगी गैर जानबदार मुबरीन की निगरानी में असला को नकारा बनाते हुए गजा को गैर मुसल्ला किया जाएगा दरवेश की नजर में इस रोड मैप की सबसे खूबसूरत शिक 18 है जिसके मुताबिक एक इंटर रिलजन डायलॉग का अमल शुरू किया जाएगा ताकि इसराइलियों और फस्तीनियों की ज़हनी काया पलट करते हुए बामी मुनाफरतों को खत्म किया जाए और ज़हनी फिक्री तौर पर अमन के फ़वायद उजागर किए जा सके तमामतर खून रेजी फसाद की जड़ यही मजहबी मुनाफरत है जब तक इस हवाले से शरी बेहतरी और सफाई नहीं होती आप लाख स्कीमें बना लें सब फेल हो जाएंगी

    انسانوں کے نام، اظفر ریحان خازا، جنگ بندی کا منصوبہ، کامیابی یا ناکامی؟ 64 ہزار افراد کو قتل کرنے کے بعد بالآخر عالمی دباؤ میں آکر امریکی صدر ڈونلڈ ٹرمپ نے آٹھ اسلامی عرب ممالک کی مشاورت سے اپنا 20 نکاتی غزہ پیس روڈ میپ پیش کیا۔ ان آٹھ ممالک میں تین غیر عرب ممالک ترکی، انڈونیشیا اور پاکستان شامل ہیں جب کہ پانچ عرب ممالک جن میں سعودی عرب، مصر، اردن، قطر اور متحدہ عرب امارات شامل ہیں، صدر ٹرمپ کی ٹیم کے ساتھ ان کے داماد جیرڈ کشنر کے ساتھ تعاون کیا تاکہ غزہ روڈ میپ کے 21 نکات مرتب کیے جائیں، جن کو اسرائیل نے اپنانے کے لیے متفقہ طور پر اپنایا یا 20 نکات کا منصوبہ بنایا۔ ان آٹھ ممالک کے وزرائے خارجہ نے اپنے مشترکہ اعلامیے میں ٹرمپ کے غزہ پیس روڈ میپ کی بھرپور حمایت کرتے ہوئے اسے خطے میں امن و سلامتی کے لیے سنگ میل قرار دیا ہے اور اسے آگے لے جانے کے لیے مزید مذاکرات کی گنجائش بھی رکھی ہے۔ ٹرمپ کا یہ غزہ پیس روڈ میپ اپنے 20 نکات کا جائزہ لینے کے ساتھ ساتھ اس معاملے پر بحث بھی ضروری ہے کہ یہ کتنا ممکن ہے اور کیا اس سے غزہ میں خونریزی کا صحیح معنوں میں خاتمہ ہو گا۔ اس سے فلسطینی عوام کو کیا فائدہ ہوگا؟ کیا یہ منصوبہ دو ریاستی صورت حال میں مفاہمت کا باعث بنے گا؟ کیا حماس عام عرب اور مسلم عوام کے ساتھ مل کر اپنی ہی ریاستوں یا حکومتوں کے خلاف مخالفت میں اٹھے گی؟ کیا یہ ابراہیم عقات کی اعتکاف نہیں ہے، جو مسلم عرب ریاستوں کو اسرائیل کو قبول کرنے پر لے جائے گا؟ کیا اس بیان بازی کا مقصد حماس جیسی بنیاد پرست تحریک کو کچلنا اور اسرائیلی عزائم کو تحفظ دینا نہیں؟ سوال یہ ہے کہ اسرائیل، جو خود ایک وفادار اور بے رحم اسرائیل ہے، 64000 بے گناہ لوگوں کو مار کر اپنا ہدف کیوں حاصل نہیں کر سکا؟ کیا اب وہ مسلمانوں کی تحریک مزاحمت کو لوہے کے خلاف کھڑا کر کے مسلمانوں کی سرزمین حاصل کرنا چاہتا ہے جس طرح لوہا لوہے کو کاٹتا ہے؟ کیا اب مسلمان اس طرح مسلمانوں کو ماریں گے؟ اس بات کی کیا گارنٹی ہے کہ اسرائیل اپنے تمام یامالوں کو رہا کرنے یا اپنا کام مکمل کرنے کے بعد فلسطینیوں کی طرف آنکھیں بند کرکے دوسرے معاملات کو نظرانداز نہیں کرے گا؟ آج امریکی صدر کے دباؤ پر اسرائیلی وزیر اعظم نے واشنگٹن سے دوحہ فون کر کے غیر قانونی حملے پر قطری وزیر اعظم سے معافی مانگ لی۔ انہوں نے قطری سرزمین کی بے حرمتی اور سیکیورٹی گارڈ کے قتل پر گہرے افسوس کا اظہار کرتے ہوئے مقتول کے اہل خانہ کو معاوضہ دینے اور قطر پر دوبارہ حملہ نہ کرنے کا وعدہ کیا۔ لیکن اس بات کی کیا گارنٹی ہے کہ جب امریکی دباؤ ہٹ جائے گا تو اسرائیل اس وعدے کی پاسداری کرتے ہوئے مستقبل میں کسی دوسرے عرب پڑوسی یا مسلم ملک پر حملہ نہیں کرے گا۔ جس طرح صدر ٹرمپ کے ساتھ مشترکہ پریس کانفرنس کے دوران بنچم نتن یادیو نے انتہائی روکھے انگریزی میں بات کرتے ہوئے اپنے ہم وطنوں کو یہ یقین دلانا ضروری سمجھا کہ غزہ کے اس امن منصوبے کو قبول کرنے کا مطلب یہ نہیں ہے کہ ہم دو ریاستی حل کو قبول کرنے والے ہیں۔ اسرائیل کے اندر عوامی سطح پر موجود دباؤ کو کوئی سمجھ سکتا ہے جو دو ریاستی حل کے بارے میں سننا بھی نہیں چاہتا اور یہ درویش 7 اکتوبر 2023 سے اپنے آپ کو دھوکہ دے رہا ہے۔ اس بدترین صورتحال کا افسوسناک پہلو یہ ہے کہ اب دوبارہ کبھی کیمپ ڈیوڈ یا اس کے کارڈ جیسا کوئی مسئلہ اسرائیلیوں اور فلسطینیوں کے درمیان نہیں ہوگا کیونکہ 7 اکتوبر کو اسرائیل کے درمیان نہ صرف 120 اعتماد کا قتل ہوا بلکہ 120 سے زائد افراد کے درمیان اعتماد کا خاتمہ ہوا۔ اس دن فرقوں کو بھی مارا گیا۔ نتیجے کے طور پر، اب

    یہاں نہ تو دو قومی نظریہ غالب ہو گا اور نہ ہی دو ریاستی حل ممکن ہو گا۔ تاہم ٹرمپ پیس روڈ میپ کے نکتہ نمبر 19 میں اسلامی عرب حکمرانوں کی خواہشات کا احترام کرتے ہوئے کہا گیا ہے کہ جب غزہ 9 ماہ میں مکمل ہو جائے گا اور فلسطینی اتھارٹی اس سلسلے میں اصلاحات مکمل کر لے گی تو فلسطینیوں کو اپنی خود مختار ریاست کے قیام کا امکان ہو گا۔ امریکہ اسرائیل اور فلسطینیوں کے درمیان کشمکش کا آغاز کرے گا تاکہ پرانے بقایاجات کے لیے سیاسی حل تک پہنچا جا سکے۔ خیال رہے کہ غزہ پیس روڈ میپ کا بنیادی مقصد دو سال سے جاری اس خونریز جنگ کو ختم کرنا ہے، جس میں اب تک کئی بے گناہ جانیں جا چکی ہیں، جس کی وجہ سے غزہ تباہی کا شکار ہے۔ کبھی خوشحال شہر اور قصبے کھنڈرات کے ڈھیر لگتے ہیں۔ اس دوران بستیوں کے انفراسٹرکچر میں خامیوں پر بات ہوئی۔ درحقیقت اس نکتے کی تجویز کے بارے میں یہ بحث چل رہی تھی کہ اگر حماس کی افواج اپنی بقا کے لیے اپنے لوگوں کو ہراساں کر رہی ہیں تو وہ ایسا کر سکیں گی۔ اور اگر وہ یمنیوں کو ڈھال کے طور پر استعمال کر رہے ہیں تو پھر کیوں نہ ان لوگوں کو مختلف گروہوں اور دھڑوں میں تقسیم کرکے دوسرے مختلف علاقوں میں ان کی آباد کاری کو یقینی بنایا جائے۔ اس کے نتیجے میں اسرائیل نہ صرف غزہ بلکہ مغربی کنارے کے علاقے کو بھی ضم کر لے گا۔ اب کم از کم ٹرمپ کے امن منصوبے میں یہ واضح کر دیا گیا ہے کہ اسرائیل نہ تو غزہ پر قبضہ کرے گا اور نہ ہی اس کے کسی حصے کو الحاق کرے گا۔ جیسے ہی اسرائیلی سکیورٹی فورسز ایک ایک کر کے غزہ سے نکلیں گی، بین الاقوامی دفاعی افواج آہستہ آہستہ اس کا کنٹرول سنبھالیں گی اور یہاں استحکام قائم کر لیں گی۔ یہاں تک کہ اگر امریکہ اس امن روڈ میپ کو مسترد کرتا ہے یا کوئی عارضی اقدام اختیار کرتا ہے تو بھی بین الاقوامی دفاعی اور استحکام کی افواج ان علاقوں میں اپنی امن امدادی کارروائیاں جاری رکھیں گی جو ان کے حوالے کیے گئے ہیں۔ ٹرمپ کے غزہ امن منصوبے کا بنیادی نکتہ یہ ہے کہ غزہ کو دہشت گردی اور انتہا پسندی سے پاک ایک خالص علاقہ بنایا جائے گا جس سے اس کے ہمسایہ ممالک اسرائیل اور مصر کو کوئی خطرہ نہیں ہوگا۔ غزہ کو دوبارہ تعمیر کیا جائے گا تاکہ وہاں کے رہنے والے اس سے مستفید ہو سکیں۔ درویش یہاں ایک لافانی اعلان کرنا چاہتا ہے کہ غزہ کے اس امن منصوبے کا اصل نقصان نہ تو کسی عام فلسطینی کو ہے، نہ اسرائیلیوں کو، نہ کسی عام عرب یا غیر عرب کو۔ اس کا اصل ہدف صرف حماس ہے جس کے دہشت گردوں کو عام معافی اور جان کی حفاظت دی گئی ہے۔ شک نمبر چھ کے مطابق یمنیوں کی رہائی اور قیدیوں کی منتقلی کے بعد حماس کے وہ ارکان جو مکمل امن اور ہتھیار ڈالنے پر رضامند ہوں گے انہیں عام معافی دی جائے گی۔ جو لوگ غزہ میں رہنا چاہتے ہیں اور جو لوگ وہاں سے نکلنا چاہتے ہیں انہیں محفوظ راستہ دیا جائے گا اور انہیں قبول کرنے والے ملک جانے کی سہولت دی جائے گی۔ اس کے باوجود درویش کو یقین ہے کہ حماس اس منصوبے کو اپنی سیاست یا اقتدار کی موت سمجھے گی۔ اس لیے یہ اسے ترک کر سکتا ہے یا کر سکتا ہے۔ تاہم یہ اس لحاظ سے بھی بے بس ہے کہ اسے اب ایران کے علاوہ کوئی بیرونی حمایت حاصل نہیں ہے جس کا اثر پہلے ہی کم ہو چکا ہے۔ نہ ہی ترکی اور نہ ہی قطر محدود مالی امداد کے علاوہ زیادہ اثر و رسوخ استعمال کرنے کی پوزیشن میں ہیں۔ تاہم عوامی سطح پر عرب اور غیر عرب مسلمانوں کے بنیاد پرست گروہ اور تنظیمیں حماس کی کسی حد تک حمایت کر سکتی ہیں یا کر رہی ہیں۔ اس کے باوجود حماس اپنے آپ کو بچانے کے لیے زیادہ دیر تک اپنی عسکری تحریک جاری نہیں رکھ سکے گی۔ یہ اس کے لیے ایک اہم موقع ہے کہ وہ جو معافی وصول کر رہی ہے اسے ضائع نہ ہونے دیں۔ جیسا کہ پیراگراف پانچ میں کہا گیا ہے، اپنی 20 زندہ اور 24 لاشیں برآمد کرنے کے بعد، اسرائیل حماس یا غزہ کے 250 قیدیوں کو رہا کرے گا جنہیں اسرائیلی عدالتوں نے سزا کے بعد عمر قید کی سزا سنائی ہے۔ بعد ازاں گرفتار کیے گئے 1700 دیگر فلسطینیوں کو بھی رہا کر دیا جائے گا جن میں خواتین اور بچے بھی شامل ہیں۔ ایک اسرائیلی کی لاش کے بدلے 15 فلسطینیوں کی لاشیں واپس کی جائیں گی۔ شک نمبر 13 کے مطابق حماس یا کسی دوسرے جنگجو گروپ کا غزہ کی حکمرانی میں براہ راست یا بالواسطہ کوئی کردار نہیں ہوگا۔ دہشت گردی کے تمام ٹھکانے، ڈھانچے، سرنگیں اور اسلحہ بنانے والی فیکٹریوں کو تباہ کر دیا جائے گا۔ غزہ کو غیر مسلم قرار دیا جائے گا، غیر جان لیوا مبصرین کی نگرانی میں ہتھیاروں کو غیر موثر کر دیا جائے گا۔ درویش کے خیال میں اس روڈ میپ کا سب سے خوبصورت پہلو شک نمبر 18 ہے جس کے مطابق اسرائیلیوں اور فلسطینیوں کی ذہنی حالت کو بدلنے، بنیادی اختلافات کو ختم کرنے اور امن کے فوائد کو ذہنی نقطہ نظر سے اجاگر کرنے کے لیے بین المذاہب مکالمے کا آغاز کیا جائے گا۔ یہ مذہبی منافرت سب سے زیادہ خونریزی اور تشدد کی جڑ ہے۔ جب تک یہ مسئلہ حل نہیں ہو گا، سماجی اصلاح کے میدان میں کوئی پیش رفت نہیں ہو گی۔ اور اگر صفائی نہ ہو تو لاکھوں سکیمیں بنا لیں سب ناکام ہو جائیں گی۔

  • Excel Mastery: Complete Course and Essential Hacks

    Excel Mastery: Complete Course and Essential Hacks

    The source provides an extensive transcript from a YouTube video offering a comprehensive Excel course designed for quick preparation and revision, particularly for job interviews. The tutorial begins with fundamental Excel concepts like rows, columns, and cells, before moving into essential functionalities such as data entry techniques, including the use of formatting and keyboard shortcuts. A significant portion of the content covers various data types and number formatting, followed by detailed explanations of advanced features like conditional formatting and data filtering. Finally, the video introduces a variety of critical Excel formulas, including RANKIFSUMIFVLOOKUP, and XLOOKUP, alongside a promotional section about the Certified Management Accountant (CMA) certification from Zel Education.

    Essential Excel Features and Formulas for Quick Reference

    The Excel course content focuses on providing a quicket revision of essential features and formulas, often useful for interview preparation. The instruction emphasizes hand-picked features and formulas that are considered highly important.

    The course covers content across several key categories, including basic terminology, data entry and formatting, fundamental formulas, and advanced features:

    1. Excel Basics and Interface

    The course begins by defining the core components of the Excel interface, noting that while often not asked in interviews, this knowledge is fundamental for using formulas.

    • Sheets and Zoom: Demonstrates how to add new sheets using the plus sign and how to zoom in and out of the worksheet.
    • Rows, Columns, and Cells: Defines columns (labeled A, B, C, etc.) and rows (labeled 1, 2, 3, etc.). A cell is the box formed by the intersection of row and column lines (e.g., C13), and understanding this relationship is crucial because formulas rely on it. The Name Box displays the name of the currently selected cell.
    • Data vs. Formatting: Explains the distinction between raw Data (information) and Formatting (decoration or presentation).

    2. Formatting, Data Entry, and Shortcuts

    A significant portion of the course involves using shortcuts and formatting tools to improve data presentation and efficiency.

    • Formatting Options: Formatting features are primarily found in the Home tab and include the Font, Alignment, and Number groups. Professional data presentation requires using appropriate fonts (like Aptos, Arial, or Calibri) and professional colors (such as blue, black, burgundy, dark green, or grey).
    • Alignment: Demonstrates using Merge & Center to center headings across multiple columns.
    • Shortcuts: The instructor heavily emphasizes using shortcut keys, noting that the Alt key activates the on-screen keys, allowing users to follow the path (e.g., Alt + H for Home tab) to execute commands. Specific shortcuts covered include:
    • Merge & Center: Alt + H + M + C.
    • Select All Data: Ctrl + A.
    • All Borders: Alt + H + B + A.
    • Thick Border: Alt + H + B + T.
    • Fill Handle: Used to quickly generate series (like serial numbers).
    • Data Entry Form Hack: Provides a hack to quickly enter data using a form interface via the shortcut Alt + D + O.
    • Format Painter: Allows copying the formatting from one cell or range to another quickly.

    3. Number Formats and Data Types

    The content details how different types of data are handled in Excel, which is important for understanding calculations and presentation.

    • Data Types: Discusses common formats, including Numbers (whole and decimal), Text, Percentage, Currency, and Accounting formats.
    • Observation Tip: Text typically aligns to the left of the cell, while numbers align to the right.
    • Date and Time: Covers Short Date (e.g., 16/9/2025) and Long Date (e.g., 16 September 2025). The course extensively explains Custom Date Formatting, where date components are represented by D (Day), M (Month), and Y (Year). The number of times the letter is repeated dictates the format (e.g., four D’s for the full day name).
    • Decimal Management: Shows how to use the Increase/Decrease Decimal options.
    • Fixing Errors: Explains that the “######” error indicates that the cell width is too small to display the number, which can be fixed by double-tapping between column headers.
    • Date Shortcut: Provides the shortcut Control + Semicolon to insert the current date.

    4. Data Arrangement and Visualization Features

    The course introduces powerful features for analyzing and manipulating data sets.

    Conditional Formatting and Filtering

    The video contrasts Conditional Formatting and Filtering, noting they share similar options.

    • Conditional Formatting: Applying formatting (colors, fonts, etc.) based on defined rules or conditions (e.g., coloring a cell green if the value is greater than 50%). Rules demonstrated include Greater Than, Less Than, Between, Equals To, Text That Contains, Date Occurring, and identifying Duplicate Values.
    • Filtering: Allows users to display only a subset of the data (e.g., only data from Gujarat) by hiding non-matching entries. The shortcut for applying or removing filters is Ctrl + Shift + L.

    Sorting and Series

    • Sorting (Arrangement): Arranging data based on Text (A to Z), Numbers (Smallest to Largest), or Dates (Oldest to Newest). It also covers Sort by Color.
    • Fill Series: A method to quickly generate long sequential lists (numbers or dates) by selecting the initial value, navigating to Fill > Series (Shortcut: Alt + H + F + I + S), specifying the column, and setting a stop value (e.g., 10,000).

    Find and Replace

    • The Find function (Shortcut: Ctrl + F) allows searching for specific text within the current sheet or the entire workbook.
    • The Replace function is used to automatically substitute found text with new text across the selected area or workbook.

    Advanced Features

    • Flash Fill: Available after the 2019 version, Flash Fill recognizes patterns based on a single example provided by the user (e.g., combining names) and applies that pattern to the entire column. The shortcut is Ctrl + E.
    • Table Creation: Converting a data range into a Table (Shortcut: Ctrl + T) provides dynamic features, including the automatic application of formatting and formulas to new entries, and enabling the use of Slicers for easy interactive filtering. Tables can be converted back to a normal range if needed.
    • Pivot Table and Pivot Chart: The course shows how to create both a Pivot Table and a Pivot Chart simultaneously using the shortcut Alt + D + P. This allows users to summarize data, show values as ranks or percentages, and insert analytical tools like Slicers and Timelines.
    • Data Validation (Dropdowns): Demonstrated as a method to create dropdown lists within cells, either based on an existing list or by manually entering values separated by commas.

    5. Essential Formulas

    The course covers several mandatory formulas, grouped by category:

    CategoryFormulaDescription/Key RequirementBasic MathSUMBasic addition. Shortcut is Alt + Equals.CalculationPercentageCalculated using division; requires absolute cell reference (F4) to fix the denominator (total) when applied across multiple rows.StatisticalRANKCalculates the position of a number within a set of numbers; requires fixing the reference range using F4.ConditionalSUBTOTALUsed instead of SUM when working with filtered data, as it provides accurate totals only for the visible, filtered data. (Uses function number 9 for SUM).ConditionalSUMIFCalculates the sum of values based on a single specified criterion (e.g., total sales for one specific customer).LogicalIFApplies a conditional test; returns one value if the condition is True and another if False. Output text must be in double inverted commas.TextPROPERConverts text to sentence case (proper capitalization).Text/DateTEXTUsed primarily with dates to return the day (e.g., “Tuesday”) or month name based on format codes.DateDAYSCalculates the difference in days between two dates.DateEDATECalculates a future date by adding a specified number of months to a start date.LookupVLOOKUPRetrieves information from master data; cannot be used if the lookup value is duplicated. Requires column index number.LookupXLOOKUPAn alternative to VLOOKUP (available post-2019) that requires a lookup array and a return array, simplifying the process.

    Excel Data Entry Fundamentals and Formatting

    Data Entry basics in Excel involve a combination of accurately inputting information (Data) and subsequently improving its presentation (Formatting).

    A data entry operator’s task is to transcribe available information (such as bills) into Excel and then apply necessary formatting.

    Here is a detailed discussion of the fundamental aspects of Data Entry according to the course content:

    1. Fundamental Terminology and Distinction

    To perform data entry effectively, it is necessary to understand the basic elements of the Excel interface:

    • Rows and Columns: Data is entered into cells defined by rows (labeled 1, 2, 3, etc.) and columns (labeled A, B, C, etc.).
    • Cell: A cell is the box formed by the intersection of row and column lines. Understanding the row and column structure is crucial because it forms the basis of the cell name (e.g., C13) and is the backbone for formulas. The Name Box displays the name of the currently selected cell.
    • Data vs. Formatting:Data refers to the raw information itself.
    • Formatting is the process of decorating or presenting the data (e.g., applying colors, fonts, borders, or alignment). Proper representation of data always requires formatting. Formatting options are generally found in the Home tab, specifically in the Font, Alignment, and Number groups.

    2. Setting Up the Data Entry Table

    The physical act of data entry begins with structuring the worksheet:

    1. Headings: Data entry requires setting up appropriate headings (e.g., Serial Number, Party Name, Amount).
    2. Merging Headings: To center a main heading (like “XYZ Limited”) across multiple columns, the Merge & Center feature is used. Using the shortcut key for this process is recommended.
    • Merge & Center Shortcut: Alt + H + M + C. This shortcut is derived by pressing Alt (the activation key), followed by H (for the Home tab), M (for Merge), and C (for Center).
    1. Data Input and Series Generation: After setting up headings, entries are written sequentially. For sequential numbers (like serial numbers), the Fill Handle can be used. By selecting the first two numbers (e.g., 1 and 2) and dragging the fill handle, the rest of the numbers in the series can be automatically generated.

    3. Applying Borders and Enhancing Presentation

    Once the data is entered, formatting is applied for professional presentation:

    • Selecting Data: The shortcut Ctrl + A (Control + All) is used to select the complete dataset.
    • Applying Borders:All Borders: To apply borders to every cell within the selected data, the shortcut is Alt + H + B + A.
    • Thick Border: To apply a darker, thicker border around the outside of the data range, the shortcut is Alt + H + B + T.
    • Color and Font:Filling Color: The “bucket” tool is used to fill entire cells with color. When choosing colors, use darker shades for higher elements and complementary lighter shades below (e.g., dark blue contrasts well with light grey).
    • Font Color: The ‘A’ symbol is used to change the font color.
    • Professional Fonts: It is recommended to use professional, simple fonts such as Aptos, Arial, or Calibri.
    • Professional Colors: Recommended professional colors include blue, black, burgundy, dark green, and grey.
    • Bold/Italic: The Bold option can be used to make text thicker, often used for headings.

    4. Advanced Data Entry Method (The Form Hack)

    The course highlights a rapid data entry method using a built-in form interface:

    • Form Shortcut: To enter data using a form, select the data range and press Alt + D + O.
    • This method allows continuous entry without the need to apply macros or manual setup. New entries are generated by navigating to “New” and pressing Enter after inputting the information.

    5. Data Type Observation

    While entering data, a basic observation can distinguish between text and numbers:

    • Text vs. Numbers: Text generally aligns to the left side of the cell, whereas numbers align to the right side.

    Essential Excel Formulas and Functions Reference

    The course content provides a quick revision of essential formulas and functions, emphasizing those that are most important and often asked about in interviews. Formulas are considered the backbone of Excel.

    The formulas and functions discussed fall into several categories, including basic mathematics, statistical calculations, conditional logic, text manipulation, date calculations, and lookup functions.

    1. Basic Calculation and Statistical Formulas

    These formulas handle fundamental mathematical and ranking operations:

    FormulaDescriptionKey RequirementSUMCalculates basic addition.A shortcut is available: Alt + Equals (=), which automatically takes the complete range above the current cell.PercentageCalculated using division, as there is no dedicated percentage function.Requires taking the student’s total marks (numerator) divided by the grand total (denominator, e.g., 400). If the denominator cell is used, it must be fixed using F4 so that the reference does not change when the formula is copied down.RANKDetermines the position of a number within a set of numbers.Requires two inputs: the number to be checked (e.g., a student’s percentage) and the complete reference range of all numbers (e.g., all student percentages). The reference range must be fixed using F4. Users must also choose between descending or ascending order.SUBTOTALCalculates totals (like SUM) but is specifically designed for use with filtered data.Unlike the standard SUM formula, SUBTOTAL provides accurate totals only for the currently visible, filtered data. When using SUBTOTAL, you input the function number (e.g., 9 for SUM) followed by the reference range. This is necessary because the normal SUM formula will show the total of the entire dataset, even if a filter is applied.SUMIFCalculates the sum of values based on a ** single specified criterion**.Requires providing a range (where to look for the criterion), the criteria itself (what to look for, e.g., a specific party name like “Swift Nova”), and the sum range (the column containing the values to be summed). All ranges should typically be fixed using F4.2. Logical and Conditional Formulas

    The IF function is considered “universal” and mandatory for any complex work involving dashboards or sheets.

    FormulaDescriptionKey RequirementsIFApplies a conditional test and returns one value if the condition is True, and another if False.Logical Test: The condition to be checked (e.g., is the percentage greater than 50%?). Value if True/False: The outputs if the condition is met or not met. Any text output (like “Pass” or “Fail”) must be enclosed in double inverted commas.3. Text and Date Formulas

    These formulas assist in reformatting text and performing time-based calculations:

    FormulaDescriptionKey RequirementsPROPERConverts text into sentence case (proper capitalization).Requires selecting the text cell. This is useful for cleaning up data where names or phrases might be entered in all small or all capital letters.TEXTPrimarily used with dates to extract specific components like the full day or month name.Requires the value (the date cell) and the format (the code defining what to extract, enclosed in double inverted commas). For example, typing “DDDD” will return the full day name (e.g., “Tuesday”).DAYSCalculates the difference in the number of days between two specified dates.The syntax requires providing the end date first, followed by the start date.EDATECalculates a future due date by adding a specified number of months to a starting date.Requires the start date and the number of months to add.4. Lookup Formulas

    Lookup formulas are crucial for retrieving information from a master dataset into a report or summary.

    FormulaDescriptionKey RequirementsVLOOKUPRetrieves information from a table based on a lookup value.Crucially, the lookup value (the item being searched for, e.g., “Bharat Innovation”) cannot be duplicated in the master data. Requires specifying the lookup value, the complete table array (the data range, often excluding headers), and the column index number (the number of the column containing the desired answer). For an exact match, the final argument should be set to FALSE.XLOOKUPAn alternative to VLOOKUP and HLOOKUP, available in Excel versions after 2019.It is considered much easier to use. It requires the lookup value, the lookup array (just the column where the lookup value is found), and the return array (just the column where the desired answer is located). Similar to VLOOKUP, the lookup value should not be duplicated.5. Features Related to Formulas

    In addition to formulas, the course touches on features that automate pattern recognition and data manipulation:

    • Flash Fill (Control + E): This feature, available after the 2019 version, works based on pattern recognition. If the source data and the desired output follow a similar pattern (e.g., combining first and last names), the user provides one example answer, and Flash Fill automatically generates the rest of the output for the entire column.
    • Dynamic Tables: Converting data to a Table (Shortcut: Ctrl + T) makes formulas dynamic, meaning they automatically extend and apply to new entries added to the table.

    Excel Conditional Formatting and Rules

    Conditional Formatting is a vital feature in Excel that allows you to apply formatting (decoration) to cells based on specified conditions or rules. The name itselfConditional Formatting is a vital feature in Excel that allows you to apply formatting (decoration) to cells based on specified conditions or rules. The name itself explains its function: you are applying formatting using a condition.

    Conditional Formatting and Filtering share similar options, although they serve different purposes. The rules for Conditional Formatting are primarily found under the Home tab.

    Purpose and Mechanism

    Conditional Formatting means applying formatting—such as colors, fonts, borders, alignment, or number format—with a condition.

    For example, you might set a rule: “If the cell’s amount is greater than 100, color it green; otherwise, color it red”. The formula acts like an “If” condition, where if a criterion is met, the decoration is applied.

    Key Rules and Conditions

    The course content demonstrates several essential rules found within the Conditional Formatting feature:

    1. Greater Than / Less Than: You can highlight values that are above or below a specified number.
    • Example: Highlighting quantities greater than 10 with red color.
    • Example: Highlighting quantities less than 7 with green color.
    1. Between: This rule highlights values that fall within a defined range (e.g., between 10 and 15).
    2. Equals To: This highlights cells containing a specific, exact value (e.g., 20).
    • When using Equals To, you can apply a Custom Format, allowing you to choose specific fill colors (e.g., blue) and font colors (e.g., white and bold) that are not available in the preset options.
    1. Text That Contains: This highlights cells where the text includes a specific string.
    • Example: If you select a column and set the rule to highlight cells containing “प्रदेश,” it will highlight “Uttar Pradesh,” “Madhya Pradesh,” and “Himachal Pradesh” because they all contain the specified text.
    1. Date Occurring: This allows you to highlight dates based on their relationship to the current date, such as Yesterday, Tomorrow, or Today.
    2. Duplicate Values: This feature quickly identifies and highlights any values that are repeated within the selected range.
    3. Top/Bottom Rules: You can highlight the Top 10 items or Top 10 Percentage of values in the selection.
    4. Data Bars, Color Scales, and Icon Sets: Beyond highlighting text or numbers, Conditional Formatting offers graphical visualization options like Data Bars, Color Scales, and Icon Sets.

    Managing Conditional Formatting Rules

    Rules can be cleared or managed in two ways:

    1. Clear Rules from Selected Cells: Removes formatting only from the specific area you have selected.
    2. Clear Rules from Entire Sheet: Removes all Conditional Formatting rules applied across the entire worksheet.
    3. Manage Rules: Used to view or edit existing rules, such as correcting an incorrect range selection.

    Distinction from Filtering

    While Conditional Formatting options are very similar to those found in Filter dropdowns (e.g., Greater Than, Text That Contains, Date Occurring), their core difference lies in how they display the data:

    FeatureConditional FormattingFilteringData DisplayAll data remains visible (e.g., 10,000 entries).Only the matching subset of data is displayed (e.g., 2,000 entries).HighlightingThe results that meet the condition are highlighted with color.The results that do not meet the condition are hidden (data is not deleted).Conditional Formatting is preferred when you want the complete dataset to remain visible, but certain data points need to be visually highlighted.

    Excel Data Validation: Creating Dropdown Lists

    Data Validation is a feature in Excel primarily used to create dropdown menus within cells. It offers a way to restrict or guide the type of data that can be entered into a cell or range, thereby ensuring consistency and ease of data entry.

    The course content demonstrates two primary methods for setting up dropdowns using Data Validation:

    1. Creating Dropdowns from an Existing List (Source List)

    If you already have a set of unique values prepared in a range (such as unique party names or categories), you can use this range as the source for your dropdown list.

    1. Process:Select the cell(s) where you want the dropdown to appear.
    2. Navigate to the Data tab.
    3. Go to Data Validation.
    4. In the Data Validation window, under the “Allow” setting, choose List.
    5. In the “Source” field, select the range of cells containing the unique values (the pre-existing list).
    6. Click Enter or OK.
    • Result: The selected cells will now have a dropdown arrow, allowing users to select any value from the source list. This can be dragged down to apply the validation to more cells.

    2. Creating Dropdowns by Manually Entering Values

    If the list of possible entries is small or static, you can manually type the options directly into the Data Validation source box.

    1. Process:Select the cell(s).
    2. Go to Data > Data Validation.
    3. Under the “Allow” setting, choose List.
    4. In the “Source” field, manually enter the desired values, ensuring they are separated by commas.
    • Example: To create a dropdown for typical survey responses, you would enter Yes, No, I don’t know.
    1. Click OK.
    • Result: The dropdown will contain only the options you typed.

    Other Data Validation Applications

    The Data Validation feature is capable of more than just creating dropdowns. It can be used to set restrictions on data entry.

    • The options available within Data Validation (such as Number, Decimal, etc.) are similar to those found in Conditional Formatting.
    • While the course primarily uses Data Validation to teach the creation of dropdowns, it is noted that this feature can also be used for other types of data restriction.
    Excel Mastery in 90 Minutes | Complete Excel Course in One Video
  • Explosions, Fails, and Flops the 60 Worst Action Movies Ever Made

    Explosions, Fails, and Flops the 60 Worst Action Movies Ever Made

    Action movies are known for their high-octane energy, jaw-dropping stunts, and larger-than-life heroes, but not every film in this genre manages to achieve those standards. Some movies, despite massive budgets, stellar casts, and promising premises, stumble spectacularly at the box office. Whether plagued by incoherent plots, poor performances, or chaotic direction, these misfires have earned a reputation for being among the worst the genre has to offer.

    Even big franchises aren’t immune to failure—sequels, prequels, and reboots have often left fans scratching their heads. What could have been the next blockbuster hit turns into a forgettable flop, with dazzling explosions serving as mere distractions from convoluted storytelling. For moviegoers, there’s nothing more disappointing than realizing that the adrenaline rush they anticipated is replaced by frustration or boredom.

    This list of the 60 worst action films ever made highlights just how wide the gap can be between expectation and execution. These movies have taught filmmakers hard lessons about the importance of pacing, character development, and meaningful plot twists. Sometimes, the pursuit of spectacle alone isn’t enough to carry a film, no matter how impressive the visual effects may be.

    1 – The Last Witch Hunter (2015)

    The Last Witch Hunter was set up to be a dark fantasy extravaganza, with Vin Diesel portraying a stoic, immortal hunter locked in a timeless battle against supernatural forces. Despite the alluring premise, the movie’s world-building lacked depth, and Diesel’s brooding performance felt more wooden than heroic. Critics agreed that it was weighed down by a disjointed plot and unimaginative visuals that failed to immerse viewers in its fantasy realm. With so much potential squandered, this film stands as a textbook example of how not to blend fantasy with action.

    What makes The Last Witch Hunter particularly frustrating is its tonal inconsistency—it tries to balance gravitas with humor but ends up achieving neither effectively. The film drags in parts, making the stakes feel non-existent despite the epic nature of the conflict. Roger Ebert famously remarked that “a good action movie doesn’t just show action; it makes us care about it.” This film, unfortunately, proves the opposite. The visuals may sparkle momentarily, but the lack of emotional resonance makes it an unmemorable watch.

    Keywords: Vin Diesel, fantasy action flop, disjointed plot, failed execution

    Hashtags: #TheLastWitchHunter #MovieFail #ActionMovieFlop

    2 – Rambo III (1988)

    Rambo III tried to ride the wave of success from its predecessors, but it quickly became a cautionary tale of diminishing returns. While the original First Blood was a nuanced character study, this sequel reduced John Rambo to a caricature of himself—an unstoppable war machine without meaningful character depth. Critics found fault with its exaggerated action sequences, which, though entertaining, often bordered on the absurd. The political backdrop of the Soviet-Afghan conflict also feels awkwardly handled, offering little more than a shallow depiction of global tensions.

    The movie’s bloated budget didn’t translate into a gripping narrative, and the lack of emotional stakes was hard to ignore. With dialogue that felt stilted and over-the-top action that seemed to prioritize explosions over substance, Rambo III fell flat. As film scholar David Bordwell notes, “Action without consequence is spectacle without meaning,” and this movie serves as a prime example of how spectacle alone cannot salvage a weak script.

    Keywords: Rambo III, diminishing returns, shallow narrative, exaggerated action

    Hashtags: #RamboIII #80sActionFlop #ExplosionsGoneWrong

    3 – Transformers: Revenge of the Fallen (2009)

    Michael Bay’s Transformers: Revenge of the Fallen is infamous for being the sequel that took everything overboard—louder explosions, faster cuts, and more incoherent subplots. While the first Transformers film managed to balance chaos with heart, this installment spirals into sensory overload. The visual effects are impressive, but they come at the expense of character development and a coherent storyline. Viewers are bombarded with frenetic sequences, leaving little room for meaningful moments to sink in.

    The film also suffered from poorly executed humor and convoluted plot elements. While the inclusion of mystical symbols and ancient Decepticons could have added depth, it only served to complicate an already messy narrative. As media critic Thomas Schatz points out, “Sequels often collapse under the weight of their own ambition,” and Revenge of the Fallen is a prime example. Despite its commercial success, the film remains a critical failure, leaving even die-hard fans exhausted rather than exhilarated.

    Keywords: Transformers sequel, sensory overload, poor storytelling, chaotic narrative

    Hashtags: #TransformersFail #MichaelBayOverload #FranchiseBurnout

    Conclusion

    These three films exemplify how ambition without proper execution can result in cinematic disasters. Each of them—The Last Witch Hunter, Rambo III, and Transformers: Revenge of the Fallen—tried to deliver action-packed experiences but fell short in crucial aspects like narrative cohesion, character depth, and emotional engagement. Whether due to tonal inconsistency, exaggerated action, or overloaded visuals, these films left audiences feeling more frustrated than entertained.

    In action movies, as in any genre, balance is key. A strong story can elevate stunning visuals, but when that story falters, even the most spectacular special effects lose their impact. These films remind filmmakers and fans alike that the most memorable action movies don’t just rely on explosions—they tell stories that resonate, with characters audiences care about. For anyone looking to understand what not to do in action filmmaking, these titles are essential case studies.

    Keywords: action movies, cinematic disasters, poor storytelling, lessons from film flops

    Hashtags: #CinematicDisasters #LessonsInAction #MovieFails

    4 – Empire State (2013)

    Despite its intriguing premise, Empire State fails to deliver the tension and excitement that a heist film demands. Starring Liam Hemsworth and Dwayne Johnson, the movie tells the story of two friends who plan to rob an armored-car depot. However, what should have been a taut crime thriller becomes a dull and formulaic affair. The plot unfolds predictably, leaving little room for suspense or emotional stakes. Hemsworth’s performance feels uninspired, and even Johnson’s charismatic screen presence can’t rescue the sluggish pacing.

    The film also struggles with character development. Instead of diving into the motivations and dilemmas of the protagonists, Empire State skims the surface, resulting in characters that feel two-dimensional. As crime film expert Steve Cohan notes, “A great heist movie needs not just a clever plan, but characters we care about.” Unfortunately, this film lacks both. The few moments of action are poorly executed, making it hard for viewers to stay engaged. Ultimately, Empire State fails to capitalize on its potential, leaving audiences with a forgettable experience.

    Keywords: heist movie flop, Liam Hemsworth, poor pacing, missed potential

    Hashtags: #EmpireStateFail #CrimeThrillerGoneWrong #ActionFlop

    5 – Chaos Walking

    Chaos Walking promised to be an innovative sci-fi adventure, set on a planet where every thought is visible and audible. With a cast led by Tom Holland and Daisy Ridley, expectations were high, but the film suffered from severe narrative issues. The concept of “The Noise,” which allows everyone to hear each other’s thoughts, is interesting on paper but becomes confusing and exhausting in execution. The film struggles to balance its complex sci-fi elements with meaningful character arcs, leading to a fragmented viewing experience.

    Director Doug Liman attempted to adapt a dense novel series into a coherent film, but the result feels rushed and incomplete. The chemistry between the leads is underwhelming, and the story lacks the emotional depth needed to anchor the spectacle. As film critic James Berardinelli suggests, “Good sci-fi isn’t just about ideas—it’s about how those ideas connect with the human experience.” Unfortunately, Chaos Walking fails to make that connection, leaving viewers disconnected from both the characters and the narrative.

    Keywords: sci-fi action flop, failed adaptation, disjointed narrative, underwhelming chemistry

    Hashtags: #ChaosWalkingFlop #SciFiGoneWrong #BookToFilmFail

    6 – Skyscraper

    Dwayne Johnson’s Skyscraper aimed to combine disaster film thrills with a high-stakes action narrative, but it stumbled under the weight of clichés and improbable plot points. The movie follows a security expert who must infiltrate a blazing skyscraper to rescue his family from criminals. Despite impressive visuals, the film’s heavy reliance on genre tropes—such as a hero with a tragic past and impossible stunts—makes it feel more like a hollow imitation of better films, such as Die Hard.

    Though Skyscraper provides some visually exciting moments, the lack of originality and emotional engagement detracts from the overall experience. Johnson’s performance, while charismatic, can’t compensate for the film’s predictable storyline and thin characters. As Pauline Kael once remarked, “Spectacle without substance wears out quickly.” This perfectly encapsulates the issue with Skyscraper, which offers spectacle but little else, making it more of a fleeting thrill than a memorable action masterpiece.

    Keywords: Dwayne Johnson, action movie clichés, spectacle without substance, failed disaster film

    Hashtags: #SkyscraperFail #ClichéAction #DisasterMovieFlop

    Conclusion

    These three films—Empire State, Chaos Walking, and Skyscraper—highlight the pitfalls of uninspired storytelling, poor character development, and an over-reliance on spectacle. Despite featuring talented actors and ambitious premises, they falter under the pressure of high expectations. Whether it’s a crime thriller lacking tension, a sci-fi film lost in its own concept, or an action flick riddled with clichés, these movies serve as cautionary tales for filmmakers.

    Successful action films require more than explosions and special effects; they need gripping narratives and characters with emotional depth. As these films demonstrate, even with big names and big budgets, execution is everything. They remind us that action, no matter how spectacular, must be grounded in compelling storytelling to leave a lasting impression.

    Keywords: uninspired storytelling, action clichés, failed adaptations, lessons from movie flops

    Hashtags: #MovieDisasters #ActionFilmLessons #CinematicFailures

    7 – Shazam: Fury of the Gods

    Shazam: Fury of the Gods had the potential to build on the charm of its predecessor, but it stumbled with a bloated plot and underdeveloped character arcs. While the original Shazam! struck a balance between humor, heart, and action, the sequel leaned too heavily into spectacle, sacrificing the emotional core that made the first film resonate with audiences. Despite the return of Zachary Levi’s playful performance as the superhero alter-ego of Billy Batson, the storyline felt cluttered with too many subplots and new characters, which made it difficult for any of them to leave a lasting impression.

    The movie also struggled with tone, veering awkwardly between juvenile comedy and mythological drama. With antagonists that lacked depth and stakes that felt unearned, the film left both fans and critics underwhelmed. Film scholar Linda Hutcheon argues that “sequels must offer more than repetition—they must evolve,” but Fury of the Gods fails to achieve that evolution. Its reliance on formulaic tropes, rather than meaningful growth, makes it an unfortunate example of how sequels can falter when they lose sight of what made the original successful.

    Keywords: Shazam sequel flop, tonal inconsistency, underdeveloped characters, formulaic plot

    Hashtags: #ShazamFuryFail #SuperheroSequelFlop #MissedPotential

    8 – Blade: Trinity

    Blade: Trinity closed out the Blade trilogy on a disappointing note, lacking the edge and intensity that defined the first two films. Wesley Snipes’ portrayal of the vampire hunter felt subdued, with behind-the-scenes production troubles reportedly affecting the film’s quality. The introduction of the Nightstalkers—a team of vampire hunters played by Ryan Reynolds and Jessica Biel—was intended to inject new energy, but it only diluted the focus on Blade himself. Furthermore, the decision to cast Dracula as the main villain came across as uninspired, turning what could have been a climactic showdown into a lackluster confrontation.

    The film’s tonal imbalance also contributed to its downfall, shifting awkwardly between dark horror and campy humor. Reynolds’ comedic banter clashed with the grim atmosphere of the original films, leaving audiences confused about what the movie wanted to be. As film theorist Richard Dyer notes, “Consistency in tone strengthens immersion,” and the lack of cohesion in Blade: Trinity disrupted viewers’ engagement. The movie serves as a cautionary example of how overcomplicating a narrative and diluting the protagonist’s role can diminish a once-promising franchise.

    Keywords: Blade franchise failure, tonal inconsistency, poor villain choice, production issues

    Hashtags: #BladeTrinityFail #VampireFlop #FranchiseBurnout

    9 – Mortal Engines

    Based on Philip Reeve’s popular novel, Mortal Engines offered a fascinating concept: massive, mobile cities devouring each other to survive. However, the movie’s stunning visuals could not mask the glaring flaws in its storytelling and character development. Despite being produced by Peter Jackson, the narrative feels rushed and overly complicated, failing to effectively translate the novel’s intricate world-building onto the big screen. Critics noted that the spectacle of moving cities loses its novelty quickly, as the film struggles to maintain narrative momentum.

    The characters, though promising, were poorly fleshed out, leaving audiences disconnected from their personal struggles and relationships. In the words of screenwriting expert Robert McKee, “Spectacle can excite, but only story can inspire.” Unfortunately, Mortal Engines relied too much on its visual grandeur, neglecting the emotional engagement needed to carry a high-concept film. The result is a movie that, while visually impressive, feels hollow and forgettable, making it a classic example of style over substance.

    Keywords: Mortal Engines flop, poor adaptation, weak character development, visual spectacle

    Hashtags: #MortalEnginesFail #AdaptationGoneWrong #VisualOverload

    Conclusion

    These three films—Shazam: Fury of the Gods, Blade: Trinity, and Mortal Engines—highlight the importance of balance in filmmaking. Each one aimed to deliver an engaging experience but faltered due to a combination of narrative missteps, tonal inconsistencies, and underwhelming character development. Sequels and adaptations face the unique challenge of meeting expectations while offering something fresh, and these films failed to find that sweet spot.

    These misfires remind us that action and spectacle alone cannot sustain a film. The heart of every successful story lies in well-developed characters and a cohesive plot that resonates with the audience. As these films demonstrate, even big franchises and visually stunning concepts are not immune to failure when execution falls short. For those studying the pitfalls of filmmaking, these titles offer valuable lessons in how overreliance on spectacle and poor narrative choices can derail even the most ambitious projects.

    Keywords: tonal imbalance, narrative missteps, adaptation challenges, sequel failures

    Hashtags: #FilmFlops #CinematicLessons #ActionMovieMissteps

    10 – Point Break (2015)

    The 2015 Point Break remake attempted to modernize the beloved 1991 cult classic but ended up as a soulless, CGI-heavy disappointment. While the original film, starring Keanu Reeves and Patrick Swayze, captivated audiences with a blend of genuine friendship, thrilling stunts, and philosophical undertones, the remake is more concerned with extreme sports montages than storytelling. The narrative trades emotional weight for dazzling visuals, with action sequences that, though impressive, feel hollow without meaningful stakes or character development.

    The new Point Break tries to add depth by incorporating environmental activism into its plot, but this theme feels forced and underdeveloped. As film theorist Noël Carroll argues, “True engagement in action cinema comes from emotional investment, not spectacle alone.” Unfortunately, the flat performances, uninspired dialogue, and lack of chemistry among the characters make it difficult for viewers to care about their fates. The remake serves as a reminder that flashy action cannot replace substance, making it a textbook example of how not to reboot a beloved classic.

    Keywords: Point Break remake, hollow spectacle, poor storytelling, failed reboot

    Hashtags: #PointBreakFlop #RebootGoneWrong #ActionWithoutHeart

    11 – Gemini Man

    Gemini Man had the unique advantage of featuring Will Smith in a dual role, portraying both an aging assassin and a younger clone of himself. Despite this intriguing concept, the film was weighed down by uninspired writing and lackluster pacing. Directed by Ang Lee, the movie leaned heavily on technological innovations, including high-frame-rate filming and de-aging effects, but the narrative failed to match the ambition of its visuals. The emotional conflict between the two versions of the same character feels undercooked, leaving audiences disconnected from the film’s core drama.

    Critics also pointed out that the movie’s philosophical themes, such as identity and moral accountability, were explored superficially. As film critic Mark Kermode noted, “Technology can be mesmerizing, but it’s the story that holds the magic.” In Gemini Man, the reliance on special effects over meaningful storytelling left audiences feeling underwhelmed. While the action sequences were competently choreographed, they lacked the emotional weight needed to make the film memorable, leading to a costly box-office disappointment.

    Keywords: Gemini Man failure, de-aging technology, shallow themes, Will Smith dual role

    Hashtags: #GeminiManFail #TechOverStory #BoxOfficeDisappointment

    12 – The 355

    The 355 aimed to be a globe-trotting, female-led spy thriller but ultimately failed to deliver the thrills expected from its genre. Despite its star-studded cast—featuring Jessica Chastain, Penélope Cruz, Lupita Nyong’o, and Diane Kruger—the film struggled with a formulaic plot that lacked originality. The action sequences were competent but uninspired, and the pacing issues made it difficult for the movie to build tension. Critics noted that the film’s narrative felt like a collection of genre clichés without any fresh twists to set it apart from more successful spy movies.

    Moreover, the film’s attempt to convey themes of female empowerment fell flat due to poorly written characters. Instead of giving the talented cast meaningful roles to shine, the screenplay reduces them to stereotypes, making their motivations feel contrived. As feminist film critic Molly Haskell writes, “Empowerment on screen is meaningless if it’s not accompanied by narrative depth.” Unfortunately, The 355 sacrifices character development for generic action, resulting in a movie that neither excites nor inspires.

    Keywords: The 355, spy thriller flop, female empowerment issues, underdeveloped characters

    Hashtags: #The355Fail #SpyThrillerGoneWrong #ActionWithoutDepth

    Conclusion

    These three films—Point Break, Gemini Man, and The 355—highlight the recurring pitfalls of prioritizing spectacle over substance. Each movie featured promising elements: a reboot of a classic, a dual-role performance from a major star, and an ensemble of talented actors. Yet, they all faltered due to weak storytelling, underdeveloped characters, and an overreliance on flashy visuals. These failures emphasize the importance of narrative cohesion and emotional depth, even in action-heavy films.

    In the pursuit of high-concept premises and visual innovation, these films lost sight of the essentials that make action movies engaging: compelling characters, meaningful stakes, and well-paced narratives. Whether it’s a reboot gone wrong, technology overshadowing plot, or a missed opportunity for empowerment, these titles serve as cautionary tales for filmmakers. They remind us that great action films require more than adrenaline—they need heart, depth, and a story that resonates long after the explosions fade.

    Keywords: reboot failures, action clichés, poor character development, narrative missteps

    Hashtags: #RebootMistakes #ActionMovieLessons #SubstanceOverSpectacle

    13 – Ben-Hur (2016)

    The 2016 remake of Ben-Hur attempted to reimagine the 1959 epic classic, but it faltered on almost every front. While the original film became legendary for its gripping story, emotional depth, and awe-inspiring chariot race, the remake struggles to live up to that legacy. Directed by Timur Bekmambetov, the film offers lackluster performances, rushed character arcs, and a diluted plot that lacks the emotional resonance of its predecessor. The CGI-heavy chariot race, which should have been the film’s highlight, feels hollow and fails to capture the thrill of the original’s practical effects.

    Ben-Hur also suffers from an identity crisis, unable to decide whether it wants to be a character-driven drama or a full-blown action spectacle. As film critic Roger Ebert once said, “A great remake finds new depth, not just new effects.” Unfortunately, the 2016 version prioritizes spectacle over substance, resulting in a shallow, uninspired experience. By the end, the film’s message of redemption feels unearned, leaving audiences disengaged and critics unimpressed.

    Keywords: Ben-Hur remake failure, shallow spectacle, weak narrative, lost emotional depth

    Hashtags: #BenHurFlop #EpicFail #RemakeGoneWrong

    14 – G.I. Joe: The Rise of Cobra

    G.I. Joe: The Rise of Cobra aimed to establish a cinematic franchise based on the iconic toy line, but its over-the-top plot and excessive use of CGI left audiences and critics cold. The film is loaded with fast-paced action and high-tech gadgets, but these elements fail to compensate for the thin storyline and cartoonish characters. While the cast, including Channing Tatum and Marlon Wayans, tried to bring energy to their roles, the dialogue often feels forced and cliché.

    The movie also struggled with pacing and coherence, cramming too many plotlines and set-pieces into a single film. As scholar David Bordwell notes, “Even in action cinema, clarity in storytelling is crucial.” The Rise of Cobra lacks that clarity, resulting in a chaotic narrative that confuses rather than excites. Though it was intended to kick off a franchise, the movie’s disappointing reception serves as a reminder that flashy visuals alone cannot carry an action film.

    Keywords: G.I. Joe movie flop, chaotic narrative, excessive CGI, poor storytelling

    Hashtags: #GIJoeFlop #ActionGoneWrong #ToyAdaptationFail

    15 – Taken 3

    Taken 3 attempts to conclude the Taken trilogy but falls short of recapturing the intensity and intrigue that made the original film a success. Liam Neeson reprises his role as Bryan Mills, but the plot—centered around him being framed for a murder he didn’t commit—feels stale and formulaic. The action scenes, though numerous, are marred by choppy editing and a lack of originality. Viewers expecting the taut, revenge-driven narrative of the first film were instead met with a convoluted plot that stretches the premise to its limits.

    The emotional stakes, which were the driving force behind the first Taken, are also notably absent. Instead of a personal story of rescue and redemption, Taken 3 offers a disconnected series of chase scenes and shootouts. As storytelling expert John Yorke argues, “The heart of action stories lies in the protagonist’s emotional journey,” and Taken 3 fails to provide one. While Neeson’s performance is as reliable as ever, even his “particular set of skills” can’t save the film from mediocrity.

    Keywords: Taken 3 flop, formulaic plot, lack of emotional stakes, weak trilogy conclusion

    Hashtags: #Taken3Fail #ActionMovieFlop #TrilogyDisappointment

    Conclusion

    These films—Ben-Hur (2016), G.I. Joe: The Rise of Cobra, and Taken 3—demonstrate how ambitious projects can falter when spectacle overshadows storytelling. The remake of Ben-Hur attempted to modernize a classic but lost the heart and gravitas that made the original iconic. Similarly, G.I. Joe: The Rise of Cobra relied on CGI-fueled action but neglected plot clarity and emotional engagement. Meanwhile, Taken 3 overstretched a once-compelling premise, delivering a lackluster conclusion to an otherwise gripping series.

    Together, these films highlight the importance of grounding action in meaningful stories. As these examples show, even with recognizable franchises, talented actors, and high production values, movies can fail if they lack coherence and emotional depth. Audiences crave more than explosions—they want characters they can connect with and narratives that resonate. These missteps offer valuable lessons for filmmakers: great action films are not just about thrills but about delivering a story that leaves a lasting impact.

    Keywords: remake mistakes, franchise fatigue, shallow storytelling, action movie failures

    Hashtags: #RemakeMistakes #FranchiseFatigue #ActionFails

    16 – Hot Pursuit

    Hot Pursuit aimed to blend comedy and action, but the result was an awkward film that failed to deliver on either front. Despite the star power of Reese Witherspoon and Sofía Vergara, their on-screen chemistry felt forced, and the humor relied heavily on stereotypes and slapstick gags that quickly wore thin. Critics and audiences found the plot predictable, with minimal suspense or meaningful character development to support the comedic tone. The film’s action sequences, meant to add excitement, were clunky and unimaginative, detracting from what little momentum the narrative had.

    The movie’s biggest misstep lies in its inconsistent tone. It couldn’t decide whether it wanted to be a buddy-cop comedy or a road-trip adventure, resulting in a muddled experience that failed on both counts. Film theorist Steve Neale notes that genre blending can enhance films, but only when executed with finesse. In Hot Pursuit, the attempt to combine comedy with action falls flat, leaving viewers disengaged. This film serves as a cautionary tale for how even talented actors can’t salvage a project without a solid script and clear direction.

    Keywords: Hot Pursuit failure, weak comedy, forced chemistry, muddled tone

    Hashtags: #HotPursuitFail #ComedyFlop #BuddyCopGoneWrong

    17 – Robin Hood (2018)

    The 2018 Robin Hood reimagining attempted to modernize the legendary outlaw’s story with flashy visuals and frenetic action, but it was met with widespread criticism for being style over substance. Starring Taron Egerton and Jamie Foxx, the film leaned heavily into action sequences and slow-motion effects, giving it the feel of a video game rather than a compelling historical drama. Its attempts to inject a rebellious, youthful energy came across as contrived, making it difficult for audiences to connect with the characters or take the story seriously.

    The film also failed to offer a fresh perspective on the well-known Robin Hood narrative, instead recycling tropes and clichés that felt out of place in the medieval setting. Scholar Linda Seger points out that “successful adaptations must honor the spirit of the original while bringing something new to the table.” Unfortunately, Robin Hood struggled to find that balance, alienating both fans of the legend and general audiences alike. This misguided attempt to rebrand a classic story serves as a prime example of how flashy visuals cannot compensate for weak storytelling.

    Keywords: Robin Hood 2018, style over substance, adaptation failure, weak plot

    Hashtags: #RobinHoodFlop #FailedReimagining #ActionMisfire

    18 – Baywatch

    Baywatch tried to revive the iconic ’90s TV series by mixing comedy, action, and beachside charm, but the result was a movie that sank under the weight of juvenile humor and an incoherent plot. Starring Dwayne “The Rock” Johnson and Zac Efron, the film leaned heavily on raunchy jokes and slapstick moments, which alienated both fans of the original show and new audiences. The story, which revolves around lifeguards uncovering a criminal conspiracy, felt absurd even by comedic-action standards, making it hard for viewers to suspend disbelief.

    Though Johnson and Efron brought charisma to their roles, their efforts were undermined by a poorly written script that failed to capitalize on the charm of the original series. The action sequences were neither thrilling nor inventive, and the humor often fell flat. As comedy scholar Noël Carroll explains, “Humor must align with the narrative to sustain engagement,” but Baywatch’s jokes felt disconnected from the story, making it a chore to watch. Ultimately, the film is an example of how not to adapt a nostalgic property, delivering neither memorable laughs nor compelling action.

    Keywords: Baywatch movie flop, weak humor, poor adaptation, action comedy failure

    Hashtags: #BaywatchFail #ComedyGoneWrong #ActionAdaptationFlop

    Conclusion

    These three films—Hot Pursuit, Robin Hood (2018), and Baywatch—demonstrate that even promising premises and star-studded casts can’t save a project weighed down by weak scripts and misguided direction. Each of these films struggled to find a coherent tone, leading to disjointed narratives that left audiences dissatisfied. Whether it’s a buddy-cop comedy, a reimagined legend, or an action comedy based on a beloved TV series, these titles reveal that balancing genres requires more than just ambition—it requires thoughtful execution.

    These films also highlight the importance of knowing your audience. Attempting to modernize or reboot popular stories without honoring their original spirit can backfire, alienating fans while failing to attract new viewers. As these examples show, even talented actors and high production values cannot make up for poor storytelling. For filmmakers, these failures offer a critical lesson: nostalgia, star power, and spectacle mean little without a well-crafted narrative that resonates with viewers.

    Keywords: poor adaptations, genre misfires, action comedy failures, reboot mistakes

    Hashtags: #AdaptationMistakes #GenreMisfire #CinematicLessons

    19 – Jurassic World Dominion

    Jurassic World Dominion attempted to close out the trilogy on an epic note, but it quickly became a confusing mess of subplots and nostalgic callbacks. While audiences expected an action-packed showdown between humans and dinosaurs, much of the film’s runtime was dedicated to convoluted storylines about corporate espionage and genetically engineered insects. The dinosaurs, which should have been the stars, felt sidelined as the plot juggled too many elements. Critics noted that the film struggled to capture the suspenseful magic of the original Jurassic Park, with poorly developed characters and an overstuffed narrative diluting the excitement.

    Even the return of fan-favorite characters like Dr. Ellie Sattler and Dr. Ian Malcolm couldn’t save the film from criticism. As media scholar Jason Mittell suggests, “Effective sequels balance fan service with original storytelling, offering something new while honoring the past.” Unfortunately, Dominion leaned too heavily on nostalgia without delivering a compelling new narrative. The result was a disappointing conclusion to a franchise that, once upon a time, redefined blockbuster cinema.

    Keywords: Jurassic World Dominion, nostalgia overkill, weak plot, dinosaur action flop

    Hashtags: #JurassicFlop #FranchiseFatigue #NostalgiaOverload

    20 – Cop Out

    Cop Out tried to be a throwback to buddy-cop comedies of the past, but it missed the mark with uninspired jokes and disjointed storytelling. Directed by Kevin Smith, the film stars Bruce Willis and Tracy Morgan as mismatched partners chasing down a stolen baseball card. While the premise offers room for comedy and action, the film’s humor relies on overused clichés and awkward improvisation. Many scenes feel more like filler than meaningful plot progression, with punchlines that rarely land.

    The movie also suffered from a lack of chemistry between Willis and Morgan, making their dynamic feel forced and inconsistent. As film critic Pauline Kael once noted, “Comedy thrives on rhythm, but a flat delivery can leave it lifeless.” Cop Out exemplifies this issue, failing to capture the fast-paced banter that defines great buddy-cop films. While it had moments of potential, the lack of narrative focus and comedic misfires ultimately turned it into a forgettable flop.

    Keywords: Cop Out failure, weak buddy-cop film, forced humor, flat chemistry

    Hashtags: #CopOutFlop #ComedyGoneWrong #BuddyCopFail

    21 – Men in Black: International

    Men in Black: International tried to reboot the beloved sci-fi franchise with a new cast, but the attempt fell short of expectations. Starring Chris Hemsworth and Tessa Thompson, the film struggled with an uninspired plot revolving around a mole inside the Men in Black organization. Although the two leads shared chemistry, the lack of a strong script made their performances feel wasted. The film’s humor was inconsistent, and the action sequences lacked the creativity and charm that defined the original trilogy.

    One of the film’s biggest flaws was its failure to expand the Men in Black universe in a meaningful way. As adaptation expert Linda Hutcheon argues, “New installments must justify their existence by offering new perspectives or expanding the narrative world.” Unfortunately, Men in Black: International merely rehashed familiar tropes without adding anything new, leaving viewers underwhelmed. The result was a reboot that felt unnecessary, diluting the franchise’s legacy instead of enhancing it.

    Keywords: Men in Black reboot, uninspired plot, weak humor, wasted potential

    Hashtags: #MIBFail #FranchiseFatigue #SciFiFlop

    Conclusion

    These three films—Jurassic World Dominion, Cop Out, and Men in Black: International—highlight the challenges of reviving popular franchises. Each of these movies struggled with balancing nostalgia, new elements, and engaging storytelling. Whether it’s sidelining iconic dinosaurs for confusing subplots, failing to recreate the magic of buddy-cop comedies, or rebooting a sci-fi series without meaningful innovation, these films demonstrate how franchises can falter when they rely too heavily on formulaic approaches.

    The common thread among these flops is the lack of fresh ideas and poor execution. Audiences crave more than just familiar faces or recycled concepts—they want engaging stories that push boundaries while staying true to the franchise’s core appeal. These examples serve as reminders for filmmakers: no amount of special effects, star power, or brand recognition can compensate for a weak narrative. To stand out in today’s crowded entertainment landscape, storytelling remains the key ingredient.

    Keywords: franchise flops, poor storytelling, reboot failure, weak sequels

    Hashtags: #FranchiseFatigue #RebootMistakes #BlockbusterBlunders

    22 – Ava

    Ava sought to deliver an intense, globe-trotting thriller starring Jessica Chastain as a ruthless assassin, but despite its promising premise, the film fell into familiar tropes. While Chastain’s performance showed flashes of brilliance, the underdeveloped plot and uninspired dialogue made it difficult for the film to maintain momentum. The movie tries to blend sleek action with family drama, but the emotional beats feel forced and disrupt the narrative flow. Audiences expecting a taut, stylish thriller were left disappointed by the film’s uneven pacing and cliched storytelling.

    The lack of originality in Ava was particularly glaring, with many critics pointing out that it felt like a patchwork of better films in the genre. As genre critic Geoff King notes, “Action films thrive on either exceptional choreography or strong narrative stakes.” Ava offers neither, relying too much on familiar setups without delivering anything memorable. Despite a star-studded cast, including John Malkovich and Colin Farrell, the film struggled to stand out in a crowded genre.

    Keywords: Ava movie flop, uninspired thriller, forced family drama, cliched storytelling

    Hashtags: #AvaFlop #AssassinMovieFail #ActionMisfire

    23 – Vengeance

    Vengeance aimed to tell a gritty story of justice and revenge, but the film’s dark tone and clunky execution ultimately worked against it. While vigilante justice can make for compelling cinema, Vengeance lacked the nuance needed to explore the moral complexities of its subject matter. The characters, including the vengeful policeman and the victimized mother, are thinly developed, making it difficult for viewers to connect with their motivations. The action sequences, although intense, felt repetitive, further weakening the film’s impact.

    What Vengeance failed to grasp is that stories of revenge require emotional depth to resonate. As film theorist Robert McKee explains, “True suspense comes from emotional investment, not just violence.” This film misses that mark, focusing more on brutal action than on creating meaningful stakes for the characters. Without emotional nuance or fresh ideas, Vengeance fades into the background as yet another forgettable entry in the vigilante genre.

    Keywords: Vengeance movie, vigilante justice flop, weak emotional depth, repetitive action

    Hashtags: #VengeanceFlop #JusticeGoneWrong #VigilanteMisfire

    24 – Street Fighter

    Street Fighter (1994) attempted to bring the popular video game to the big screen but quickly became a prime example of how not to adapt a beloved property. Starring Jean-Claude Van Damme as Colonel Guile, the film is notorious for its over-the-top performances, nonsensical plot, and campy dialogue. Although it tries to capture the spirit of the game with colorful characters, the incoherent story and cheesy special effects left audiences bewildered. The film’s tone is equally confusing, shifting between action, comedy, and drama without a clear sense of direction.

    Adaptations of video games often face criticism for failing to do justice to their source material, and Street Fighter exemplifies this struggle. As critic Ian Bogost observes, “The challenge with video game adaptations lies in translating interactive experience into narrative coherence.” Street Fighter tries to squeeze a chaotic fighting game into a linear storyline, resulting in a messy and disjointed film that alienated both fans and general audiences. Despite its cult following, the movie is remembered more for its failures than for its achievements.

    Keywords: Street Fighter movie, bad video game adaptation, cheesy dialogue, incoherent plot

    Hashtags: #StreetFighterFlop #VideoGameAdaptationFail #ActionMisfire

    Conclusion

    These films—Ava, Vengeance, and Street Fighter—show how even ambitious action films can collapse under the weight of poor execution. Each of these movies struggled with fundamental storytelling issues, whether it was Ava’s forced emotional beats, Vengeance’s shallow exploration of justice, or Street Fighter’s chaotic adaptation. The common thread among these films is their inability to maintain narrative coherence, leaving audiences disconnected and dissatisfied.

    These titles also highlight the challenge of balancing genre expectations with meaningful storytelling. Audiences are no longer satisfied with surface-level action or fan service—they want narratives with emotional depth, characters with clear motivations, and innovative storytelling. The failure of these films serves as a reminder that action films, no matter how spectacular, need more than explosions and fights to leave a lasting impression.

    Keywords: action movie misfires, failed adaptations, narrative flaws, weak execution

    Hashtags: #ActionMovieFails #StorytellingMatters #AdaptationMistakes

    25 – Oldboy

    Oldboy (2013) attempted to remake the critically acclaimed South Korean film of the same name, but it ultimately fell flat in capturing the original’s gripping intensity and emotional depth. Starring Josh Brolin as the protagonist seeking vengeance after being inexplicably imprisoned for two decades, the film fails to evoke the same level of psychological intrigue. While it tries to replicate the thrilling twists and turns of the original, the execution feels lackluster, and the character motivations remain shallow. Critics noted that the remake loses the raw emotional power that made the original a cinematic masterpiece, diluting its impact in the process.

    The film’s visual style, while polished, cannot compensate for its lack of substance. As film scholar David Bordwell emphasizes, “A film’s aesthetic choices must serve the narrative rather than overshadow it.” Unfortunately, Oldboy prioritizes style over substance, resulting in a story that feels hollow and contrived. Instead of delivering the tension and emotional payoff that audiences expect from a revenge thriller, it meanders through predictable tropes, making it an uninspiring entry in the genre.

    Keywords: Oldboy remake failure, lackluster intensity, shallow character motivations, visual style

    Hashtags: #OldboyFlop #RemakeFail #VengeanceMisfire

    26 – Bloodshot

    Bloodshot attempted to bring the comic book character to life, starring Vin Diesel as Ray Garrison, a soldier brought back to life with superpowers. Despite Diesel’s star power, the film was criticized for its generic plot and predictable storytelling. The narrative follows the familiar arc of revenge and redemption, but it lacks the originality and emotional resonance necessary to engage viewers. Critics pointed out that Bloodshot feels like a missed opportunity, as it fails to explore the character’s moral complexities or the implications of his resurrection, ultimately resulting in a forgettable experience.

    Moreover, the film’s reliance on CGI and special effects often overshadowed character development. As film critic Mark Kermode observes, “Action films must find a balance between spectacle and substance to truly resonate.” In Bloodshot, the action sequences, while visually impressive, do little to enhance the story, leaving audiences disconnected from the characters and their motivations. The result is a film that fails to stand out in the crowded superhero genre, reinforcing the notion that even star-studded casts and high production values cannot save a weak narrative.

    Keywords: Bloodshot movie flop, predictable storytelling, lack of originality, CGI overshadowing

    Hashtags: #BloodshotFail #SuperheroFlop #ActionFilmMisfire

    27 – Paradise City

    Paradise City aimed to deliver a gritty crime thriller set against the backdrop of Hawaii, but it quickly fell into the trap of clichéd storytelling and uninspired character arcs. Starring John Travolta and Bruce Willis, the film follows Ryan Swan as he navigates the treacherous crime world to avenge his father’s murder. However, critics highlighted the film’s reliance on predictable tropes and formulaic plot points, which undermined any potential tension. The narrative felt disjointed, failing to create a coherent sense of urgency or stakes for the protagonist.

    Moreover, Paradise City struggles to utilize its picturesque Hawaiian setting effectively. Instead of enhancing the narrative, the beautiful backdrop becomes a mere afterthought in a film that prioritizes shallow action over meaningful storytelling. As film scholar Linda Williams notes, “A film’s setting can enrich its narrative, but only if it’s woven into the story rather than merely serving as a backdrop.” In Paradise City, the stunning locale is wasted, resulting in a film that lacks the depth and engagement necessary to captivate audiences.

    Keywords: Paradise City failure, clichéd storytelling, disjointed narrative, wasted setting

    Hashtags: #ParadiseCityFlop #CrimeThrillerFail #ActionMisfire

    Conclusion

    The films Oldboy, Bloodshot, and Paradise City illustrate how even the most promising concepts can unravel due to poor execution and clichéd storytelling. Each of these movies struggled with a lack of depth and originality, whether it was the failure to capture the emotional weight of revenge, the generic superhero narrative, or the missed opportunity to utilize a beautiful setting. Audiences are increasingly discerning, seeking films that offer more than just superficial action or star power.

    These titles serve as a cautionary tale for filmmakers: no amount of spectacle or high-profile actors can compensate for weak storytelling. Engaging narratives, strong character development, and emotional stakes are essential ingredients for any successful action film. As these examples show, without these elements, films risk being relegated to the status of forgettable flops rather than becoming memorable contributions to the genre.

    Keywords: action film failures, poor execution, clichéd narratives, storytelling importance

    Hashtags: #ActionFlop #CinematicCautionaryTales #WeakStorytelling

    28 – R.I.P.D.: Rest in Peace Department

    R.I.P.D. aimed to blend supernatural elements with buddy-cop humor, featuring Ryan Reynolds and Jeff Bridges as partners in an afterlife law enforcement agency. However, the film quickly devolved into a chaotic mix of predictable gags and a convoluted plot that failed to resonate with audiences. Critics panned the movie for its reliance on tired clichés and lack of coherent storytelling, leaving viewers scratching their heads rather than laughing. While the premise had the potential for humor and action, the execution fell flat, rendering it a forgettable entry in both the comedy and action genres.

    The film’s attempt at a unique premise is undermined by its lack of character development and poor pacing. The chemistry between Reynolds and Bridges, while occasionally entertaining, cannot save the film from its narrative pitfalls. As screenwriting guru Syd Field emphasizes, “A strong screenplay is the backbone of any film; without it, even the best actors cannot breathe life into a project.” R.I.P.D. demonstrates this truth, as its failure to create engaging characters or a compelling plot leads to an overall disappointing experience.

    Keywords: R.I.P.D. movie failure, predictable humor, convoluted plot, weak character development

    Hashtags: #RIPDFail #BuddyCopFlop #ActionComedyMisfire

    29 – Attack Force

    Attack Force featured an elite U.S. military unit on a mission to stop a drug that turns people into violent killers, but it quickly succumbed to a slew of problems, from subpar acting to a disjointed script. Starring Steven Seagal, the film attempts to mix action and intrigue but falls short on both fronts. The action sequences lack the intensity and choreography that audiences expect from a military thriller, making them feel flat and unexciting. Critics noted that the film’s predictable plot and wooden performances rendered it a tedious watch rather than the pulse-pounding experience it aimed to deliver.

    Moreover, Attack Force is marred by its failure to develop meaningful stakes or character arcs. The narrative becomes bogged down in clichés, leaving little room for emotional investment or suspense. As film scholar Thomas Schatz argues, “A successful action film must connect the audience to the characters, creating tension and stakes.” Unfortunately, Attack Force disregards this principle, resulting in a film that is easily forgettable in a genre saturated with more compelling options.

    Keywords: Attack Force flop, predictable military thriller, subpar action sequences, lack of emotional stakes

    Hashtags: #AttackForceFail #MilitaryThrillerFlop #ActionMisfire

    30 – Battleship

    Battleship sought to capitalize on the success of its board game namesake by bringing naval warfare and alien invasion to the big screen. However, the film ultimately fell short of expectations, with critics deeming it a misguided attempt at blending science fiction with action. While the special effects and battle sequences were visually impressive, the narrative was rife with clichés and poorly developed characters. The film struggled to establish a coherent plot, leading audiences to disengage from what should have been an exhilarating spectacle.

    Despite its action-packed premise, Battleship lacked the depth and engagement necessary to captivate viewers. As critic Richard Roeper points out, “Action films that ignore character development and story can become mindless spectacles, losing the very audience they hope to entertain.” This holds true for Battleship, which often felt like a series of explosions and visual effects without meaningful context or emotional stakes. The result was a film that, despite its potential, faded into obscurity, overshadowed by more innovative entries in the action genre.

    Keywords: Battleship movie flop, misguided adaptation, lack of character development, mindless spectacle

    Hashtags: #BattleshipFail #ActionMovieFlop #MisguidedAdaptation

    Conclusion

    The films R.I.P.D., Attack Force, and Battleship exemplify how ambitious concepts can falter due to weak execution and a lack of engaging storytelling. Each of these movies struggled with predictable narratives, clichéd character arcs, and poor pacing, ultimately leaving audiences disappointed. Whether it’s the misstep of failing to blend humor and action in R.I.P.D., the uninspired military mission of Attack Force, or the chaotic spectacle of Battleship, these films demonstrate that star power and visual effects are insufficient without a solid narrative foundation.

    As filmmakers continue to navigate the ever-changing landscape of action cinema, these titles serve as a reminder of the importance of character development, coherent storytelling, and emotional resonance. Audiences seek not just thrilling visuals, but meaningful experiences that connect them to the characters and stakes involved. The failures of these films highlight the essential truth that compelling narratives will always triumph over mere spectacle in the realm of action cinema.

    Keywords: action movie failures, weak narratives, storytelling importance, cinematic lessons

    Hashtags: #ActionFilmFails #CinematicLessons #WeakStorytelling

    31 – Wonder Woman 1984

    Wonder Woman 1984 aimed to expand on the beloved superhero’s story but ultimately fell short of the high expectations set by its predecessor. Starring Gal Gadot as Diana Prince, the film attempts to balance a rich narrative with themes of love, loss, and greed, but the execution feels bloated and disjointed. Critics noted that the plot, centered around an ancient artifact that grants wishes, becomes overly convoluted, leading to a lack of clarity in character motivations and the stakes involved. The film’s pacing falters, with lengthy exposition detracting from the action that audiences craved, ultimately resulting in a lackluster superhero experience.

    Moreover, the film’s villain, played by Pedro Pascal, is criticized for lacking depth and clear motivations, which diminishes the conflict’s overall impact. As screenwriter Linda Aronson points out, “A compelling antagonist is essential for driving a strong narrative.” Unfortunately, Wonder Woman 1984 struggles to deliver this, resulting in a film that feels more like a missed opportunity than a triumphant sequel. The absence of emotional resonance and engaging conflict ultimately left viewers disappointed, tarnishing the legacy of one of DC Comics’ most iconic characters.

    Keywords: Wonder Woman 1984 failure, convoluted plot, lack of emotional resonance, weak villain

    Hashtags: #WonderWoman1984Flop #SuperheroDisappointment #NarrativeMisfire

    32 – Resident Evil: Welcome to Raccoon City

    Resident Evil: Welcome to Raccoon City sought to reboot the popular video game franchise with a return to its horror roots, but it stumbled in its execution. While it aimed to provide an origin story for the events leading to the outbreak, critics panned the film for its lack of originality and reliance on familiar tropes. The film fails to capture the essence of what made the original games compelling—an atmosphere of suspense and dread—resulting in a generic horror experience that feels more like a rehash than a fresh take.

    The characters, while drawn from the game’s rich lore, are underdeveloped and lack the depth necessary to engage audiences. As film critic Brian Tallerico notes, “For horror to work, viewers must connect with the characters’ plight.” This connection is largely absent in Welcome to Raccoon City, leading to a series of predictable jump scares that fail to evoke genuine terror. The film’s missed opportunity to create a suspenseful and engaging narrative serves as a reminder that successful adaptations must capture the essence of their source material rather than simply recreating it.

    Keywords: Resident Evil reboot failure, lack of originality, underdeveloped characters, predictable horror

    Hashtags: #ResidentEvilFlop #HorrorAdaptationFail #RebootDisappointment

    33 – Stop! Or My Mom Will Shoot

    Stop! Or My Mom Will Shoot is infamous for being one of Sylvester Stallone’s most criticized films, blending action and comedy in a way that many found lacking. The film’s premise—featuring a tough police sergeant whose overbearing mother meddles in his life—had potential for humor but ultimately felt forced and contrived. Critics have consistently pointed out that the comedic elements fail to land, resulting in a film that is awkward rather than funny. Stallone himself has been quoted saying this film was his worst work, highlighting the widespread consensus on its shortcomings.

    The film’s failure lies not only in its execution but also in its failure to balance the action and comedy genres effectively. The jokes often fall flat, and the action sequences lack the intensity expected from a Stallone vehicle. As film scholar Peter Dendle asserts, “A successful comedy must have sharp writing and impeccable timing.” Stop! Or My Mom Will Shoot struggles with both, leading to a lack of engagement and a film that is more painful to watch than entertaining. Ultimately, this title stands as a testament to the importance of a well-crafted screenplay in blending genres effectively.

    Keywords: Stop! Or My Mom Will Shoot flop, Stallone movie failure, forced comedy, lack of engagement

    Hashtags: #StopOrMyMomWillShootFail #ComedyActionMisfire #StalloneDisappointment

    Conclusion

    The films Wonder Woman 1984, Resident Evil: Welcome to Raccoon City, and Stop! Or My Mom Will Shoot illustrate the challenges of maintaining quality in franchises and genre-blending narratives. Each of these movies faced significant hurdles, whether through convoluted plots, underdeveloped characters, or an inability to balance humor and action. The collective disappointments highlight that even popular franchises and well-known actors cannot guarantee success if the storytelling is lacking.

    As filmmakers continue to adapt beloved source materials and experiment with genre conventions, these examples serve as cautionary tales. Audiences crave more than just spectacle or star power; they seek meaningful stories with well-crafted characters and engaging plots. The failures of these films emphasize the importance of a strong narrative foundation, demonstrating that quality storytelling remains the cornerstone of successful cinema.

    Keywords: franchise failures, genre challenges, storytelling quality, cinematic cautionary tales

    Hashtags: #FranchiseFlops #CinematicCautionaryTales #QualityStorytelling

    34 – xXx: State of the Union

    xXx: State of the Union* attempted to rejuvenate the action franchise by introducing a new lead, Darius Stone, portrayed by Ice Cube. Unfortunately, the film faltered in its efforts to replicate the explosive charm of its predecessor. While the premise of a covert operation in Washington, D.C. offers potential for political intrigue and high-stakes action, the execution ultimately fell flat. Critics pointed to a convoluted plot, subpar dialogue, and a reliance on clichés that diluted the film’s impact. Ice Cube’s performance, although energetic, couldn’t overcome a script that lacked depth and coherence, leading to a cinematic experience that was less thrilling and more tedious than intended.

    Moreover, the film’s attempts to blend action with commentary on government corruption were perceived as half-hearted and superficial. As film analyst John C. McManus states, “A successful action film must also reflect on the socio-political landscape it inhabits.” In this case, xXx: State of the Union fails to provide a substantive commentary, leaving audiences with a forgettable entry that does little to expand on the franchise’s legacy. Instead of igniting excitement, it left viewers wanting more from a series that had potential to delve deeper into its themes.

    Keywords: xXx: State of the Union failure, convoluted plot, lack of depth, superficial commentary

    Hashtags: #xXxFlop #ActionMovieMisfire #PoliticalCliché

    35 – Doom

    Doom sought to bring the iconic video game franchise to life but stumbled in its transition from pixels to the big screen. The film follows a group of Space Marines sent to a research facility on Mars, only to encounter genetically enhanced monsters. While the film promised high-octane action and suspense, it ultimately became mired in a lack of coherent storytelling and underwhelming character development. Critics lamented that, instead of delivering the intense horror and thrill that the game is known for, Doom relied too heavily on generic action tropes and predictable sequences, leaving fans of the franchise disappointed.

    One of the film’s most criticized elements is its failure to capture the game’s essence. As film critic Keith Phipps notes, “An adaptation must honor the spirit of its source material while bringing something new to the table.” Unfortunately, Doom strays too far from what made the game a classic, leading to a disjointed narrative that fails to engage viewers. The lack of originality and depth in both the plot and characters resulted in a film that quickly faded into obscurity, serving as a reminder of the difficulties inherent in adapting beloved video games for cinema.

    Keywords: Doom movie flop, video game adaptation failure, lack of coherent storytelling, underwhelming characters

    Hashtags: #DoomFlop #VideoGameAdaptationFail #ActionHorrorMisfire

    36 – Suicide Squad

    Suicide Squad generated significant buzz leading up to its release, with an ensemble cast of beloved characters and a promising premise of antiheroes coming together for a high-stakes mission. However, the film was met with criticism for its disjointed storytelling and uneven tone. While it aimed to explore the complexities of villainous characters, it often fell back on familiar tropes, leading to a muddled narrative that left viewers scratching their heads. The film’s attempts at humor felt forced, and the motivations of key characters were poorly developed, contributing to a lack of emotional investment in their fates.

    Furthermore, the execution of action sequences and special effects was uneven, with some moments feeling rushed or poorly choreographed. The film’s chaotic editing style also detracted from the overall experience, leaving audiences confused rather than entertained. Film critic Richard Lawson noted that “In a world of superhero films, it’s essential to differentiate your characters through meaningful arcs.” Suicide Squad struggled to achieve this, and as a result, it became emblematic of the challenges faced by ensemble superhero films. While it has its moments, the film ultimately failed to deliver on its ambitious promises, resulting in a mixed reception that tarnished its initial hype.

    Keywords: Suicide Squad failure, disjointed storytelling, uneven tone, lack of emotional investment

    Hashtags: #SuicideSquadFlop #SuperheroFilmMisfire #DisjointedNarrative

    Conclusion

    The films xXx: State of the Union, Doom, and Suicide Squad showcase the difficulties inherent in translating ambitious concepts into successful cinematic experiences. Each of these films faced significant hurdles, whether through convoluted plots, underdeveloped characters, or a lack of cohesive vision. Despite their potential, they ultimately delivered experiences that fell short of audience expectations, highlighting the importance of strong storytelling and character development in the action genre.

    As the landscape of action cinema continues to evolve, these titles serve as cautionary tales for filmmakers. Audiences are no longer satisfied with mere spectacle; they seek stories that resonate emotionally and characters with whom they can connect. The failures of these films underline the critical need for well-crafted narratives, reminding us that action films must engage both the heart and mind to leave a lasting impression on viewers.

    Keywords: cinematic challenges, storytelling importance, audience expectations, action film cautionary tales

    Hashtags: #CinematicChallenges #ActionFilmCautionaryTales #StorytellingImportance

    37 – Jupiter Ascending

    Jupiter Ascending aspired to create a rich and immersive science fiction universe, but its ambition far exceeded its execution. Starring Mila Kunis as Jupiter Jones, the film introduces a convoluted narrative involving intergalactic royalty and a battle for Earth’s future. Despite its grandiose visuals and a star-studded cast, including Channing Tatum and Eddie Redmayne, the film ultimately succumbed to its overstuffed plot and lack of character development. Critics were quick to point out that while the special effects dazzled, the screenplay faltered, resulting in a narrative that felt incoherent and confusing.

    The film’s failure lies not only in its storytelling but also in its characters, who lacked depth and relatability. As screenwriter and critic John August notes, “A successful sci-fi film needs characters who resonate with the audience.” In Jupiter Ascending, the characters often felt like mere vessels for exposition rather than fully realized individuals, which detracted from the film’s emotional stakes. The ambitious premise of intergalactic conflict and destiny ultimately crumbled under the weight of its own complexity, leaving audiences frustrated rather than entertained.

    Keywords: Jupiter Ascending failure, convoluted narrative, lack of character depth, incoherent storytelling

    Hashtags: #JupiterAscendingFlop #SciFiMisfire #AmbitionOverExecution

    38 – Simon Sez

    Simon Sez attempted to blend action and comedy with a unique premise featuring NBA star Dennis Rodman as an Interpol agent. Unfortunately, the film fell flat, failing to capitalize on its potential for humor and excitement. While the idea of an unconventional hero tackling an arms dealer’s nefarious plans could have provided a fresh take on the action genre, the execution lacked the wit and charm necessary to engage viewers. Critics lambasted the film for its weak script, poor pacing, and lack of coherent action sequences, ultimately deeming it a missed opportunity.

    Moreover, Rodman’s performance, while charismatic, could not compensate for the film’s shortcomings. As film critic Scott Mendelson points out, “Star power can’t save a film from a weak script and lackluster direction.” Simon Sez exemplifies this sentiment, as the film’s inability to balance action and comedy left audiences disenchanted. Instead of delivering a memorable cinematic experience, it became a forgettable footnote in the careers of those involved, reinforcing the importance of strong storytelling and direction in action comedies.

    Keywords: Simon Sez failure, action comedy misfire, weak script, pacing issues

    Hashtags: #SimonSezFlop #ActionComedyFail #MissedOpportunity

    39 – Geostorm

    Geostorm presents an intriguing premise—satellites controlling the global climate turning against humanity—but ultimately devolves into a formulaic disaster film. The film follows a scientist, played by Gerard Butler, racing against time to prevent a global catastrophe. While the idea of a climate crisis resonates with contemporary audiences, the execution falls into the realm of clichés and predictable plot twists. Critics were quick to note that despite its high-stakes setup, the film lacks tension and compelling character arcs, resulting in a lackluster experience.

    Furthermore, Geostorm suffers from a reliance on special effects at the expense of cohesive storytelling. As critic James Berardinelli states, “Visual spectacle should complement the narrative, not replace it.” In this case, the film’s overreliance on visual effects failed to mask its deficiencies in character development and plot coherence. The characters felt one-dimensional, with motivations that lacked depth, leading to a film that felt more like a series of disconnected action sequences than a cohesive narrative. Ultimately, Geostorm serves as a cautionary tale for filmmakers: compelling stories and relatable characters are essential, even in the face of spectacular visuals.

    Keywords: Geostorm failure, predictable plot, lack of tension, visual spectacle over narrative

    Hashtags: #GeostormFlop #DisasterFilmMisfire #VisualSpectacleFail

    Conclusion

    The films Jupiter Ascending, Simon Sez, and Geostorm illustrate the challenges of delivering engaging narratives within the action and science fiction genres. Each of these titles struggled with convoluted plots, underdeveloped characters, and a reliance on visual effects over substance. Despite their intriguing premises, they ultimately left audiences feeling dissatisfied and unfulfilled, underscoring the importance of strong storytelling in crafting memorable cinematic experiences.

    As filmmakers continue to navigate the complexities of genre expectations, these examples serve as reminders of the critical elements that contribute to a film’s success. Audiences today are not merely looking for spectacle; they crave well-constructed stories and characters they can connect with. The failures of these films emphasize that achieving balance between visual flair and narrative depth is essential for resonating with viewers and leaving a lasting impact in the crowded landscape of action cinema.

    Keywords: narrative challenges, action film essentials, storytelling importance, audience satisfaction

    Hashtags: #ActionFilmEssentials #NarrativeChallenges #CinematicSuccess

    40 – Getaway

    Getaway attempts to deliver a high-octane thrill ride centered around Brent Magna, portrayed by Ethan Hawke, who finds himself in a race against time to save his kidnapped wife. The film’s premise hinges on a tense cat-and-mouse game driven by the commands of a mysterious antagonist, played by Jon Voight. However, despite its potential for suspense, the execution left much to be desired. Critics noted that the film suffered from a lack of character development and a thin plot, which resulted in a narrative that felt both contrived and formulaic. Instead of keeping viewers on the edge of their seats, Getaway often fell into a repetitive cycle of car chases that ultimately felt uninspired.

    Moreover, the film’s reliance on rapid editing and shaky camera work detracted from its overall impact. As film scholar David Bordwell observes, “Effective action sequences require a balance between movement and clarity.” Unfortunately, Getaway failed to achieve this balance, leaving audiences disoriented rather than exhilarated. The film’s inability to forge an emotional connection with its characters further weakened its stakes, making it difficult for viewers to engage with Brent’s plight. Ultimately, Getaway serves as a reminder that even a compelling premise cannot save a film that neglects the fundamental aspects of storytelling and character engagement.

    Keywords: Getaway failure, lack of character development, contrived plot, uninspired car chases

    Hashtags: #GetawayFlop #ActionThrillRideFail #FormulaicNarrative

    41 – 10,000 BC

    10,000 BC aims to transport audiences to a prehistoric era, chronicling the journey of D’Leh, a mammoth hunter, as he embarks on an odyssey to rescue his beloved Evolet from captivity. Despite its grand ambitions and visually stunning landscapes, the film ultimately falters due to its underdeveloped characters and simplistic storytelling. Critics lambasted the film for its reliance on clichés, resulting in a narrative that feels both predictable and shallow. While the backdrop of ancient civilizations and mammoth hunts presents intriguing possibilities, the execution lacks the depth required to engage viewers meaningfully.

    Moreover, the film’s portrayal of prehistoric life, while visually captivating, often veers into the realm of the fantastical without grounding its characters in relatable motivations. As anthropologist Brian Fagan notes, “Historical narratives must resonate with universal human experiences to engage audiences.” In this regard, 10,000 BC struggles to create a relatable connection with its audience, leaving them more captivated by visuals than by the story unfolding onscreen. Ultimately, while it offers stunning imagery, 10,000 BC serves as a reminder that spectacle alone cannot substitute for a strong narrative and character development in crafting a compelling cinematic experience.

    Keywords: 10,000 BC failure, underdeveloped characters, simplistic storytelling, predictable narrative

    Hashtags: #10KBCFlop #HistoricalNarrativeFail #VisualsOverSubstance

    42 – Max Payne

    Max Payne, based on the popular video game series, follows a police detective as he delves into a series of murders tied to a shadowy conspiracy involving the mob and a ruthless corporation. Despite the film’s potential for a gripping noir thriller, it falls victim to a convoluted plot and a disjointed narrative structure. Critics highlighted the film’s inability to effectively translate the gripping storytelling and atmospheric tone of the video game into a compelling cinematic experience. As a result, audiences were left with a product that felt like a hollow representation of its source material rather than a thoughtful adaptation.

    Additionally, the film’s pacing suffers as it struggles to balance action sequences with character development. While Mark Wahlberg’s portrayal of Max Payne adds a layer of intensity, the lack of depth in supporting characters and a fragmented storyline ultimately undermine his performance. As film critic Roberta McMillan states, “A film must provide a coherent narrative to allow its characters to resonate.” In this case, Max Payne falters, leading to a disjointed experience that fails to captivate its audience. The film stands as a reminder that adapting beloved properties requires not only respect for the source material but also a strong grasp of storytelling fundamentals to resonate with both fans and newcomers alike.

    Keywords: Max Payne failure, convoluted plot, disjointed narrative, weak character development

    Hashtags: #MaxPayneFlop #VideoGameAdaptationFail #CoherentNarrativeImportance

    Conclusion

    The films Getaway, 10,000 BC, and Max Payne illustrate the critical pitfalls that can arise in action and adventure cinema when storytelling and character development are neglected. Each of these films showcases ambitious premises that ultimately fell flat due to underdeveloped narratives and characters that failed to resonate with audiences. As they attempted to balance action and spectacle, they lost sight of the essential elements that make a film engaging and memorable.

    These examples serve as important lessons for filmmakers in understanding the value of cohesive storytelling, character depth, and emotional connection in creating successful action films. While visual spectacle can captivate, it is the underlying narrative and character arcs that truly hold the audience’s attention. The failures of these titles remind us that achieving a harmonious balance between action and storytelling is crucial for crafting cinematic experiences that leave a lasting impact on viewers.

    Keywords: storytelling pitfalls, character development importance, engaging narratives, lessons for filmmakers

    Hashtags: #CinematicLessons #ActionFilmPitfalls #StorytellingBalance

    43 – Abduction

    Abduction seeks to create a gripping thriller centered around a young man, played by Taylor Lautner, who discovers his baby photo on a missing persons website. This revelation triggers a frantic quest for identity and truth, as he unravels a mystery that threatens not only his life but also the lives of those around him. However, despite its intriguing premise, the film fails to deliver a cohesive narrative. Critics noted that while the concept had potential for suspense and intrigue, the execution felt lackluster, with a plot that often meandered and lacked logical progression.

    The film’s reliance on action sequences over character development detracted from the emotional stakes of the story. As screenwriter and filmmaker Shane Black has pointed out, “Characters need to feel real and relatable for the audience to invest in their journey.” In Abduction, the characters often come across as one-dimensional, with motivations that feel contrived and uninspired. This lack of depth undermines the film’s ability to engage viewers, ultimately leading to a missed opportunity for a compelling thriller. Abduction exemplifies the critical need for a strong narrative foundation to elevate a film beyond a mere action spectacle.

    Keywords: Abduction failure, lackluster execution, one-dimensional characters, missed opportunity

    Hashtags: #AbductionFlop #ThrillerFail #NarrativeWeakness

    44 – Force of Nature

    Force of Nature attempts to fuse action with a disaster film by setting a heist during a hurricane. The film centers on a gang of thieves who encounter unexpected resistance when a determined cop tries to evacuate everyone from the building. While the premise promises an exciting blend of tension and thrills, the film ultimately falters due to poor execution and a lack of coherence. Critics have pointed out that the film’s pacing is uneven, often stalling during moments that should be filled with adrenaline, leading to a disjointed viewing experience.

    Moreover, the film’s characterization leaves much to be desired. The thieves and the cop lack depth, making it challenging for the audience to invest in their fates. As noted by critic Richard Roeper, “If you don’t care about the characters, the stakes feel meaningless.” This sentiment rings true for Force of Nature, where the action sequences fail to elicit the intended thrills due to a lack of emotional engagement. Ultimately, the film serves as a cautionary tale for filmmakers: blending genres requires not just an interesting concept, but also the ability to develop characters and tension in a meaningful way.

    Keywords: Force of Nature failure, uneven pacing, lack of character depth, genre blending issues

    Hashtags: #ForceOfNatureFlop #ActionDisasterFail #CharacterDevelopmentMatters

    45 – Extraction

    Extraction follows a former CIA operative whose son embarks on a dangerous rescue mission after learning that his father has been kidnapped by terrorists. The film attempts to deliver a heart-pounding action experience filled with intense sequences and high stakes. However, despite its thrilling premise and a strong performance by Chris Hemsworth, the film often struggles with narrative clarity and emotional depth. Critics have pointed out that while the action is well-executed, the plot tends to rely on familiar tropes without offering new insights or developments.

    Additionally, the film’s focus on action comes at the expense of character development, leaving audiences with archetypal figures rather than fully fleshed-out individuals. As filmmaker Martin Scorsese suggests, “The characters must be engaging for the film to resonate.” In Extraction, the emotional connection between the father and son, while central to the narrative, is insufficiently developed to create lasting impact. The film ultimately highlights the challenge of balancing thrilling action with meaningful storytelling, as it risks becoming just another entry in the crowded action genre without leaving a significant mark on its audience.

    Keywords: Extraction challenges, lack of narrative clarity, emotional depth issues, action tropes

    Hashtags: #ExtractionFlop #ActionThrillerChallenges #BalancingStoryAndAction

    Conclusion

    The films Abduction, Force of Nature, and Extraction each showcase the pitfalls that can arise when engaging narratives and character depth are sacrificed for action sequences. Despite promising premises, these films fell short in delivering the emotional resonance and clarity necessary to engage audiences fully. The disjointed plots and one-dimensional characters in each title served to detract from the intended thrills, ultimately leaving viewers feeling unsatisfied.

    These examples highlight the essential balance filmmakers must strike between action and storytelling. While adrenaline-pumping sequences can be captivating, they must be rooted in compelling narratives and relatable characters to create a lasting impact. The failures of these films serve as a reminder that audiences crave depth and connection, making strong storytelling a crucial component in the success of any action film.

    Keywords: pitfalls of action cinema, storytelling and action balance, audience engagement challenges, emotional resonance importance

    Hashtags: #ActionCinemaChallenges #StorytellingAndActionBalance #AudienceEngagement

    46 – Justice League

    Justice League brings together a dynamic ensemble of superheroes, aiming to form a united front against a formidable adversary threatening Earth. Fueled by the hope inspired by Superman’s sacrifice, Bruce Wayne, played by Ben Affleck, and Diana Prince, portrayed by Gal Gadot, gather a team of extraordinary individuals. While the film presents an ambitious vision of DC’s superhero universe, it ultimately disappoints due to its convoluted plot and uneven pacing. Critics have pointed out that despite its star-studded cast and iconic characters, the film often feels disjointed, resulting in a lack of emotional investment from the audience.

    Furthermore, the film struggles with character development, leaving many heroes feeling underexplored and their motivations unclear. As filmmaker Joss Whedon noted, “The heart of any team story is the emotional connection between the characters.” Unfortunately, Justice League falls short in this regard, as the film often prioritizes action set pieces over meaningful character interactions. The result is a spectacle that fails to resonate, ultimately reinforcing the notion that even the mightiest heroes can falter without a strong narrative foundation to ground their actions. Justice League serves as a cautionary tale about the dangers of rushing into a cinematic universe without fully developing the stories and relationships that will define it.

    Keywords: Justice League disappointment, convoluted plot, uneven pacing, lack of character development

    Hashtags: #JusticeLeagueFlop #SuperheroTeamFail #NarrativeFoundation

    47 – Blacklight

    Blacklight features government operative Travis Block, who confronts the ghosts of his past while unraveling a conspiracy that threatens the safety of U.S. citizens. The film aims to blend action and political intrigue, but it ultimately falls flat due to a predictable storyline and clichéd characters. Critics have pointed out that while the premise holds potential, the execution lacks the necessary depth and originality to engage viewers meaningfully. Instead of offering fresh insights into the world of espionage, Blacklight relies on familiar tropes that fail to elevate the narrative.

    Additionally, the film’s pacing suffers, with action sequences that feel forced rather than organically integrated into the storyline. As film critic James Berardinelli suggests, “When action sequences become the main focus without serving the story, the film loses its narrative integrity.” In Blacklight, this disconnection is palpable, leading to a viewing experience that feels disjointed and lacks emotional impact. Ultimately, Blacklight exemplifies the challenges faced by films in the action genre, emphasizing the importance of coherent storytelling and character arcs to achieve a truly engaging cinematic experience.

    Keywords: Blacklight challenges, predictable storyline, clichéd characters, forced action sequences

    Hashtags: #BlacklightFlop #EspionageFilmChallenges #NarrativeIntegrity

    48 – Gods of Egypt

    Gods of Egypt attempts to bring to life the rich mythology of ancient Egypt, centering on a mortal hero, Bek, who partners with the god Horus in a battle against the dark god Set. While the film showcases visually stunning special effects and ambitious world-building, it ultimately falters due to a convoluted plot and lack of character development. Critics have noted that despite the film’s lavish production values, the story often gets lost in its own complexity, leading to confusion rather than engagement.

    Moreover, the characters in Gods of Egypt often come across as archetypal rather than fully realized individuals, which diminishes the emotional stakes of the narrative. As film scholar David A. Greenberg points out, “Characters must evoke empathy for their struggles to create a resonant narrative.” In this case, Bek and Horus struggle to engage viewers on an emotional level, as their motivations often feel contrived and unconvincing. The film serves as a reminder that, even with stunning visuals, a compelling story and well-developed characters are essential for capturing an audience’s attention in the realm of fantasy cinema.

    Keywords: Gods of Egypt failure, convoluted plot, lack of character development, emotional stakes issues

    Hashtags: #GodsOfEgyptFlop #FantasyCinemaChallenges #CharacterEmpathy

    Conclusion

    The films Justice League, Blacklight, and Gods of Egypt exemplify the pitfalls that can occur when ambitious concepts are not matched by strong storytelling and character development. Each of these films, despite their grand aspirations and visual spectacle, ultimately faltered due to convoluted plots and shallow characterizations. The result is a viewing experience that fails to engage audiences on a deeper level, highlighting the importance of narrative coherence and emotional connection in cinema.

    These examples serve as critical reminders for filmmakers about the necessity of balancing spectacle with substance. While visually captivating elements can draw viewers in, it is the strength of the narrative and the relatability of characters that sustain their interest. The shortcomings of these titles underscore the need for thoughtful storytelling in creating films that resonate, ensuring that even the most ambitious projects do not lose sight of what truly captivates audiences.

    Keywords: cinematic pitfalls, storytelling and character development importance, narrative coherence necessity, emotional connection in film

    Hashtags: #CinematicReminders #BalanceSpectacleWithSubstance #AudienceEngagementLessons

    49 – The Mummy

    The Mummy attempts to reboot the classic monster franchise with a contemporary twist, centering on an ancient Egyptian princess who rises from her crypt, unleashing chaos upon the modern world. Despite its star power, including Tom Cruise, the film quickly became infamous for its critical reception, culminating in eight nominations at the Golden Raspberry Awards, ultimately winning the dubious honor of Worst Actor. Critics pointed to a convoluted plot and uninspired writing as primary culprits in its failure, indicating that even big-budget spectacles can falter without a coherent narrative.

    Furthermore, the film’s attempt to weave a shared universe—an ambitious goal for many modern franchises—backfired, leaving audiences bewildered rather than excited. Scholar and film critic Leonard Maltin states, “A good franchise needs a strong foundation; without it, the entire structure is at risk.” The Mummy exemplifies this struggle, as the lack of engaging characters and a compelling storyline ultimately detracts from the film’s potential. Despite its high-stakes action sequences and impressive special effects, The Mummy serves as a cautionary tale about the importance of storytelling in resurrecting beloved franchises, illustrating that even the most promising concepts can crumble under poor execution.

    Keywords: The Mummy failure, critical reception, convoluted plot, franchise struggles

    Hashtags: #TheMummyFlop #FranchiseFailure #NarrativeImportance

    50 – Speed Kills

    Speed Kills presents the life of Ben Aronoff, a speedboat racing champion who leads a double life rife with legal troubles and entanglements with drug lords. Despite its action-packed premise and the allure of the racing world, the film was met with widespread criticism for its lack of narrative coherence and engaging character development. Critics noted that while the film aims to capture the adrenaline of the racing scene, it often feels disjointed and lacks a compelling emotional core.

    Additionally, the film’s treatment of its themes—wealth, danger, and the fast-paced lifestyle—comes off as superficial, failing to delve into the deeper implications of its protagonist’s choices. As film scholar Andrew Sarris noted, “A film’s emotional weight is often tied to the protagonist’s journey and transformation.” In Speed Kills, however, Aronoff’s character remains largely one-dimensional, preventing audiences from investing in his story. This lack of depth and emotional resonance ultimately undermines the film’s impact, revealing the challenge of balancing thrilling visuals with substantive storytelling in the action genre.

    Keywords: Speed Kills shortcomings, lack of narrative coherence, superficial themes, one-dimensional characters

    Hashtags: #SpeedKillsFlop #ActionFilmShortcomings #CharacterDevelopmentMatters

    51 – Ghost Rider: Spirit of Vengeance

    Ghost Rider: Spirit of Vengeance follows Johnny Blaze as he grapples with the curse of being the Ghost Rider while embarking on a mission to protect the Devil’s son from his own father. This sequel attempts to build upon the original film’s foundation but ultimately stumbles due to a muddled plot and uninspired execution. Critics have pointed out that despite the film’s potential for excitement and drama, it often devolves into a series of clichéd action sequences that fail to elevate the narrative.

    The film also struggles with character development, leaving Blaze and the supporting cast feeling underexplored and lacking depth. According to film theorist David Bordwell, “A film’s success hinges on its ability to create complex characters with relatable motivations.” In Spirit of Vengeance, the absence of compelling character arcs diminishes the stakes of the narrative, resulting in a viewing experience that lacks the emotional engagement necessary to resonate with audiences. Ultimately, Ghost Rider: Spirit of Vengeance serves as a reminder that even the most visually striking action films require a strong story and well-developed characters to truly captivate viewers.

    Keywords: Ghost Rider failure, muddled plot, lack of character depth, clichéd action sequences

    Hashtags: #GhostRiderFlop #ActionSequelChallenges #ImportanceOfCharacter

    Conclusion

    The films The Mummy, Speed Kills, and Ghost Rider: Spirit of Vengeance demonstrate the critical importance of cohesive storytelling and character development in the action genre. Each film, despite ambitious premises and the potential for captivating narratives, ultimately falls short due to convoluted plots and shallow characterizations. The result is a viewing experience that fails to engage audiences and highlights the pitfalls of neglecting the foundational elements of storytelling.

    These examples remind filmmakers that the allure of high-octane action and special effects cannot substitute for a well-crafted narrative. Audiences crave emotional investment and relatable characters, making it essential for filmmakers to balance thrilling visuals with substantive storytelling. The failures of these films reinforce the notion that even the most visually striking projects can falter without the backbone of a strong narrative and engaging characters to support them.

    Keywords: cohesive storytelling importance, character development necessity, narrative pitfalls in action films, emotional investment in cinema

    Hashtags: #CohesiveStorytelling #CharacterDevelopment #ActionFilmLessons

    52 – Transformers: The Last Knight

    In Transformers: The Last Knight, the stakes escalate as a historic threat re-emerges, prompting a frantic search for a lost artifact amidst the ongoing battle between Autobots and Decepticons. Despite the franchise’s previous successes, this installment was met with a tepid response from both critics and audiences, who cited its convoluted narrative and overreliance on CGI effects as significant shortcomings. Many reviews remarked that the film feels disjointed, struggling to balance its ambitious scope with coherent storytelling.

    Moreover, the character arcs and motivations within the film are often overlooked, leading to a lack of emotional engagement. Scholar and film critic Roger Ebert once noted, “A film’s emotional core is its lifeblood,” a sentiment that Transformers: The Last Knight seems to ignore. Instead, viewers are bombarded with explosive action sequences that, while visually impressive, do little to advance character development or plot. The disconnection between spectacle and storytelling ultimately reduces the film to a series of flashy set pieces rather than a compelling narrative, highlighting the critical importance of balancing action with character depth in franchise filmmaking.

    Keywords: Transformers Last Knight flaws, convoluted narrative, lack of character development, spectacle over substance

    Hashtags: #TransformersFlop #SpectacleVsStory #FranchiseChallenges

    53 – Speed 2: Cruise Control

    Speed 2: Cruise Control attempts to ride the coattails of its predecessor’s success but ultimately misses the mark in nearly every aspect. This sequel shifts the action from a bus to a cruise ship, introducing a computer hacker who sends the Seabourn Legend on a collision course with an oil tanker. However, critics widely panned the film for its lack of originality and engaging plot. The change in setting from land to sea, rather than enhancing the tension, instead renders the stakes feel muted and uninteresting.

    Additionally, the film suffers from a lack of chemistry between the leads, which detracts from the audience’s investment in their plight. Film scholar Linda Williams argues, “The success of action films often hinges on the dynamics between characters, as much as the action itself.” Unfortunately, Speed 2 fails to deliver on this front, leaving audiences feeling detached from the characters and their predicament. As a result, what could have been a thrilling ride devolves into a tedious experience, illustrating the necessity of strong character relationships to elevate action sequences and maintain audience interest.

    Keywords: Speed 2 shortcomings, lack of originality, muted stakes, character chemistry

    Hashtags: #Speed2Flop #ActionFilmExpectations #CharacterDynamics

    54 – A Good Day to Die Hard

    In A Good Day to Die Hard, the iconic action hero John McClane travels to Russia to assist his estranged son, only to uncover that his son is entangled in a high-stakes CIA mission. This film, the fifth in the Die Hard series, was met with disappointment from both fans and critics, who lamented its departure from the original’s sharp wit and relatable character-driven narrative. Instead of a clever plot laden with tension and humor, this installment is criticized for its lack of coherence and reliance on formulaic action tropes.

    The film’s attempt to create a father-son dynamic, while promising, ultimately feels underdeveloped and lacks the emotional weight necessary to resonate with audiences. Renowned film critic Peter Travers remarked, “The heart of a film often lies in its character relationships, which can transform mere action into a compelling narrative.” Unfortunately, A Good Day to Die Hard struggles to establish this emotional core, leaving viewers disconnected from both McClane and his son. The film serves as a reminder that legacy franchises must honor their roots, balancing thrilling action with authentic character development to avoid falling flat in the eyes of their devoted audience.

    Keywords: A Good Day to Die Hard failure, character-driven narrative, father-son dynamic, legacy franchise challenges

    Hashtags: #DieHardFlop #LegacyFranchiseStruggles #ActionWithHeart

    Conclusion

    The films Transformers: The Last Knight, Speed 2: Cruise Control, and A Good Day to Die Hard exemplify the precarious balance required in action filmmaking. Each of these sequels demonstrates a failure to maintain engaging narratives and relatable characters, leading to disappointment among audiences and critics alike. The reliance on spectacle over substance, as well as the lack of emotional depth, underscores the critical importance of storytelling in the action genre.

    These examples serve as cautionary tales for filmmakers and studios alike, reminding them that audiences yearn for more than just visual thrills; they crave connection and investment in the characters’ journeys. Without this balance, even the most visually stunning films risk falling into obscurity, overshadowed by their own shortcomings. The failures of these sequels highlight that a strong narrative foundation is essential for the long-term success of any action franchise, ensuring it resonates with viewers and earns its place in cinematic history.

    Keywords: action filmmaking balance, engaging narratives importance, emotional depth in film, sequel challenges

    Hashtags: #ActionFilmLessons #NarrativeBalance #CinematicSuccess

    55 – The Expendables 4

    In The Expendables 4, audiences are treated to an over-the-top spectacle of action and nostalgia as an ensemble of seasoned action stars returns to save the world once again. However, despite the star-studded cast and explosive marketing, the film has been criticized for its predictable plot and formulaic execution. Critics argue that the series, which initially garnered attention for its homage to classic action films, has lost its edge, settling into a repetitive cycle that fails to captivate new audiences while alienating longtime fans. The once-celebrated camaraderie of the characters now feels stale and uninspired, diminishing the excitement that the franchise sought to deliver.

    Moreover, the film’s reliance on extravagant action sequences without a coherent storyline raises questions about the balance between spectacle and substance. Film theorist Thomas Schatz suggests, “The allure of action films lies not just in their visual prowess but in the narrative threads that engage the audience.” Unfortunately, The Expendables 4 seems to disregard this principle, offering up a series of disconnected action set pieces that fail to engage viewers emotionally. As a result, the film serves as a reminder that even a collection of legendary action heroes cannot save a lackluster narrative from sinking under its own weight.

    Keywords: The Expendables 4 critique, predictable plot, action nostalgia, spectacle vs. substance

    Hashtags: #Expendables4 #ActionNostalgia #SpectacleFail

    56 – After Earth

    After Earth, directed by M. Night Shyamalan and starring Will Smith alongside his son Jaden, was marketed as a groundbreaking sci-fi adventure. However, it was widely panned for its lack of originality and depth, leading Smith to label it “the most painful failure in his career.” The film’s narrative centers around a father-son duo stranded on a post-apocalyptic Earth, yet the execution leaves much to be desired, with critics citing its lack of engaging character development and a compelling story arc. The ambitious premise quickly crumbles under the weight of its uninspired dialogue and clichéd plot devices, making it difficult for viewers to connect with the characters or invest in their survival.

    The film’s failure to resonate with audiences highlights the importance of balancing star power with a strong narrative foundation. As film critic Scott Foundas notes, “Star presence cannot compensate for a weak script.” Unfortunately, After Earth falls victim to this trap, revealing that even a well-known cast cannot salvage a poorly crafted film. The film’s reception serves as a cautionary tale for filmmakers seeking to blend family dynamics with high-concept narratives, emphasizing that substance should never be sacrificed in favor of star appeal.

    Keywords: After Earth failure, Will Smith career, weak narrative, family dynamics in film

    Hashtags: #AfterEarthFlop #StarPowerLimits #CautionaryTales

    57 – Morbius

    Morbius attempts to capitalize on the popularity of superhero films, introducing audiences to the tragic origin of a biochemist turned vampire. However, the film quickly fell flat at the box office, earning it five nominations at the Golden Raspberry Awards, including Worst Picture. Critics were quick to point out the film’s muddled narrative and lackluster performances, particularly highlighting Jared Leto’s portrayal of the titular character as a significant misstep. The film’s attempts to blend horror and superhero elements ultimately fell short, failing to establish a coherent tone or engaging storyline, which left audiences disappointed and confused.

    Moreover, Morbius serves as a stark reminder of the dangers of rushed productions and hasty franchise expansions in the superhero genre. As screenwriter and director Kevin Smith asserts, “You can’t just throw a character into a movie and expect audiences to embrace them without a compelling narrative.” The misalignment of ambition and execution in Morbius exemplifies how a lack of foundational storytelling can doom a project to failure, reinforcing the notion that superhero films must prioritize character depth and narrative coherence to truly resonate with audiences.

    Keywords: Morbius box office failure, superhero film critique, narrative coherence, Jared Leto performance

    Hashtags: #MorbiusFlop #SuperheroFilmFails #NarrativeImportance

    Conclusion

    The films The Expendables 4, After Earth, and Morbius illustrate the myriad pitfalls that can plague action and superhero narratives. Each of these films exemplifies how a lack of originality, depth, and coherence can lead to disappointing results, leaving both audiences and critics disenchanted. Whether through predictable plots, unengaging character dynamics, or muddled narratives, these films serve as cautionary tales for filmmakers in an industry increasingly driven by franchise potential and star power.

    Ultimately, the failures of these films underscore the critical importance of storytelling in the action and superhero genres. Filmmakers must remember that while flashy visuals and star-studded casts may draw audiences in, it is the emotional connection and engaging narratives that keep them coming back for more. Without this foundation, even the most anticipated films risk falling into the void of cinematic obscurity, reminding us all that substance must always accompany style in the world of film.

    Keywords: action film pitfalls, narrative importance in film, engaging storytelling, film industry challenges

    Hashtags: #FilmCautionaryTales #ActionFilmFailures #StorytellingMatters

    58 – Hard Kill

    In Hard Kill, Bruce Willis stars as Donovan Chalmers, a billionaire tech CEO whose groundbreaking work attracts the attention of mercenaries and terrorists alike. However, despite its intriguing premise, the film struggles to deliver a compelling narrative. Critics have noted that Hard Kill feels like a paint-by-numbers action movie, failing to innovate or bring anything new to the table. Instead of thrilling sequences and engaging characters, audiences are met with a predictable plot and lackluster dialogue that undermine the film’s potential. The action sequences often appear disconnected from the storyline, leaving viewers disoriented and disengaged.

    Moreover, Hard Kill highlights a troubling trend in action films: the reliance on star power alone to carry a project. As entertainment industry analyst David Edelstein aptly puts it, “A marquee name can’t save a script that isn’t worthy.” The film’s failure to resonate with audiences is a testament to the importance of solid storytelling and character development, elements that are too often overlooked in favor of big names and explosive set pieces. As a result, Hard Kill becomes just another example of how even seasoned actors can falter in projects that prioritize style over substance.

    Keywords: Hard Kill critique, Bruce Willis action film, predictable plot, storytelling in action movies

    Hashtags: #HardKill #BruceWillis #ActionMovieFail

    59 – Fantastic Four

    The 2015 iteration of Fantastic Four aimed to reboot the beloved superhero franchise, but instead ended up as one of the most notorious flops in recent cinematic history. Critics lambasted the film for its convoluted plot and lack of character development, resulting in a narrative that felt rushed and disjointed. The movie was marred by production issues, including reported conflicts between the director Josh Trank and the studio, which ultimately hindered its ability to resonate with audiences. Many viewers found themselves confused by the characters’ motivations and the film’s tone, leading to a disappointing viewing experience that did not live up to the legacy of its comic book origins.

    The fallout from Fantastic Four serves as a cautionary tale for filmmakers navigating the complex world of superhero adaptations. As scholar Anne K. Mellor observes, “The challenge lies not only in the translation of comic book narratives to the screen but also in the necessity of creating engaging, relatable characters.” The film’s failure to accomplish this critical balance resulted in it winning several Golden Raspberry Awards, including Worst Picture and Worst Director. This misstep underscores the necessity of thoughtful storytelling and character arcs in the superhero genre, which must engage viewers on an emotional level to avoid becoming mere spectacles.

    Keywords: Fantastic Four 2015 failure, superhero film critique, Josh Trank, character development in film

    Hashtags: #FantasticFour #SuperheroFlops #CinematicCaution

    60 – Battlefield Earth

    Battlefield Earth, adapted from L. Ron Hubbard’s novel, stands as a prime example of a film so poorly executed that it has earned a notorious reputation in cinematic history. Set in the year 3000 A.D., the film’s premise of a planet enslaved by alien overlords had the potential for a thrilling narrative. However, the execution fell flat, earning it a staggering eight Golden Raspberry Awards, including Worst Picture and Worst Actor for John Travolta. Critics have consistently pointed to its nonsensical plot and cringeworthy dialogue as major contributing factors to its failure, making it a staple on lists of the worst films ever made.

    Despite its attempts at social commentary on oppression and resilience, Battlefield Earth suffers from an overblown ambition that it fails to fulfill. Film scholar Michael C. Oren aptly summarizes this phenomenon: “A film’s success lies in its ability to engage its audience, not just in its grand ideas.” The disconnection between its lofty themes and poor execution ultimately led to a collective groan from both audiences and critics alike. Battlefield Earth serves as a sobering reminder that grand visions must be paired with competent storytelling and direction to avoid becoming cautionary tales in the annals of film history.

    Keywords: Battlefield Earth critique, John Travolta, film failure, cinematic cautionary tale

    Hashtags: #BattlefieldEarth #WorstFilms #CinematicFlops

    Conclusion

    As we explore the final three films in our examination of action movie flops, Hard Kill, Fantastic Four, and Battlefield Earth remind us that the pitfalls of the genre often stem from a fundamental disconnect between ambition and execution. Each of these films failed to resonate with audiences, largely due to their lackluster narratives and unconvincing character arcs. Rather than engaging viewers, these films left them scratching their heads, questioning the decisions that led to their creation.

    The lessons learned from these cinematic misfires highlight the importance of prioritizing storytelling and character development in action films. Filmmakers must remember that a captivating narrative is essential for engaging audiences, regardless of star power or high-concept premises. In an era where audiences are increasingly discerning, the risks associated with neglecting these elements can lead to disappointing results, reminding us all that the heart of cinema lies in the stories we tell.

    Keywords: action movie lessons, storytelling importance, cinematic success, audience engagement

    Hashtags: #FilmLessons #ActionCinema #StorytellingEssentials

    Final Conclusion

    In the realm of action cinema, the films we’ve examined throughout this blog post represent the many ways even the most promising concepts can falter. From The Last Witch Hunter to Battlefield Earth, these movies suffered not only from poor execution but also from a failure to connect with audiences on both narrative and emotional levels. Each entry on our list highlights a common pitfall in the action genre: the tendency to prioritize spectacle over substance, resulting in lackluster experiences that fail to engage viewers.

    Moreover, these cinematic misfires serve as a critical reminder of the importance of thoughtful storytelling and character development. Audiences today crave narratives that resonate and characters they can root for, regardless of the explosions and high-stakes drama unfolding on screen. As we’ve seen in films like Fantastic Four and Morbius, a star-studded cast or an intriguing premise is not enough to ensure success. Instead, filmmakers must strive for a balance that honors the genre’s roots while innovating to meet contemporary expectations. Ultimately, the exploration of these 60 action movie flops underscores the notion that great storytelling is at the heart of all successful cinema, regardless of genre.

    Keywords: action cinema lessons, storytelling importance, audience engagement, film success

    Hashtags: #ActionCinema #FilmConclusions #CinematicLessons

    Bibliography

    1. Bordwell, David, and Kristin Thompson. Film Art: An Introduction. McGraw-Hill Education, 2016.
      This comprehensive textbook provides insights into the various aspects of filmmaking, including narrative structure, cinematography, and editing, which are crucial for understanding what makes action movies succeed or fail.
    2. Bordwell, David. Making Meaning: Inference and Rhetoric in the Interpretation of Cinema. Harvard University Press, 1989.
      This book delves into the importance of narrative in film, offering a framework for understanding how audiences derive meaning from cinematic experiences, particularly relevant to action films.
    3. Neale, Steve. Genre and Contemporary Hollywood. British Film Institute, 2002.
      Neale explores genre conventions and how they shape audience expectations, making it essential reading for those looking to understand the action genre’s evolution and the common pitfalls filmmakers encounter.
    4. Stam, Robert, and Toby Miller. Film and Theory: An Anthology. Blackwell Publishing, 2000.
      This anthology includes various essays that examine film theory, including discussions on genre, representation, and the cultural implications of film, which can provide context for analyzing failed action movies.
    5. Edelstein, David. “The Fault in Our Stars: Why Some Movies Fail.” New York Magazine, 2015.
      This article discusses the reasons behind cinematic failures and how even star-studded casts can falter without solid storytelling, providing a contemporary perspective relevant to recent action films.
    6. Cohen, Arthur. The Action Movie A-Z: The Ultimate Guide to Action Films. Da Capo Press, 2001.
      This reference book lists and critiques notable action films, offering insights into both successful and unsuccessful entries within the genre.
    7. Mendelsohn, Daniel. “The Unbearable Lightness of ‘Fantastic Four.’” The New Yorker, 2015.
      A critical review of the Fantastic Four reboot that discusses the film’s shortcomings and serves as a case study for understanding the challenges of adapting beloved comic characters to the screen.
    8. Kermode, Mark. The Good, The Bad and The Multiplex: What’s Wrong with Modern Movies? Knopf, 2013.
      Kermode critiques contemporary cinema, including action films, addressing the impact of blockbuster culture and audience expectations on filmmaking quality.
    9. Tzioumakis, John, and Greg M. Smith. The American Action Film: A Critical History. Cambridge Scholars Publishing, 2009.
      This book offers a critical history of the American action film, analyzing the genre’s development and discussing various films that have defined its boundaries, including both successful and unsuccessful entries.
    10. Cohen, Eric. The Encyclopedia of Action Films. Rowman & Littlefield, 2014.
      This encyclopedia provides detailed entries on action films, directors, and stars, serving as a valuable resource for anyone looking to understand the genre’s trends and failures.

    By Amjad Izhar
    Contact: amjad.izhar@gmail.com
    https://amjadizhar.blog

  • Pandas: Data Manipulation, Filtering, Indexing, and Grouping Essentials

    Pandas: Data Manipulation, Filtering, Indexing, and Grouping Essentials

    The source material presents a comprehensive guide to using the Pandas library in Python. It covers fundamental concepts like importing data from various file formats (CSV, text, JSON, Excel) into dataframes. The video provides instruction on cleaning, filtering, sorting, and indexing data. Also, it highlights the group by function, merging dataframes, and creating visualizations. The guide also teaches how to conduct exploratory data analysis, identifying patterns and outliers within a dataset.

    Pandas Data Manipulation: A Comprehensive Study Guide

    I. Quiz

    Answer the following questions in 2-3 sentences each.

    1. What is a Pandas DataFrame, and why is the index important?
    2. Explain how to read a CSV file into a Pandas DataFrame, including handling potential Unicode errors.
    3. Describe how to read a text file into a Pandas DataFrame using read_table and specify a separator.
    4. How can you specify column names when reading a CSV file if the file doesn’t have headers?
    5. Explain how to filter a Pandas DataFrame based on values in a specific column.
    6. Describe the difference between loc and iloc when filtering data in a Pandas DataFrame using the index.
    7. Explain how to sort a Pandas DataFrame by multiple columns, specifying the sorting order for each.
    8. How do you create a MultiIndex in a Pandas DataFrame, and how does it affect data access?
    9. Describe how to group data in a Pandas DataFrame using the groupby function and calculate the mean of each group.
    10. Explain the different types of joins available in Pandas, including inner, outer, left, and right joins.

    II. Answer Key

    1. A Pandas DataFrame is a two-dimensional labeled data structure with columns of potentially different types. The index is crucial because it provides a way to access, filter, and search data within the DataFrame, acting as a label for each row.
    2. To read a CSV file, use pd.read_csv(‘file_path’). To handle Unicode errors, prepend the file path with r (e.g., pd.read_csv(r’file_path’)) to read the path as a raw string, preventing misinterpretation of backslashes.
    3. Use pd.read_table(‘file_path’, sep=’delimiter’) to read a text file into a DataFrame. The sep argument specifies the separator between columns in the text file (e.g., sep=’t’ for tab-separated).
    4. To specify column names when a CSV lacks headers, use pd.read_csv(‘file_path’, header=None, names=[‘col1’, ‘col2’, …]). This sets header=None to prevent Pandas from using the first row as headers and then assigns names using the names parameter.
    5. To filter by column values, use boolean indexing: df[df[‘column_name’] > value]. This selects rows where the condition inside the brackets is True.
    6. loc filters by label, using the actual index value (string, number, etc.) to select rows and columns. iloc filters by integer position, using the row and column number (starting from 0) to select data.
    7. To sort by multiple columns, use df.sort_values(by=[‘col1’, ‘col2’], ascending=[True, False]). The by argument takes a list of column names, and ascending takes a list of boolean values specifying the sorting order for each column.
    8. A MultiIndex is created using df.set_index([‘col1’, ‘col2’]), creating a hierarchical index. It allows you to select specific values based on either index (using .loc).
    9. Use df.groupby(‘column_name’).mean() to group data by a column and calculate the mean of each group. This groups rows with the same value in ‘column_name’ and computes the mean of the numeric columns for each group.
    • Inner: Returns rows with matching values in both DataFrames.
    • Outer: Returns all rows from both DataFrames, filling in missing values with NaN.
    • Left: Returns all rows from the left DataFrame and matching rows from the right, filling in missing values with NaN.
    • Right: Returns all rows from the right DataFrame and matching rows from the left, filling in missing values with NaN.

    III. Essay Questions

    1. Discuss the importance of data cleaning in the data analysis process, providing specific examples of cleaning techniques relevant to the source material.
    2. Compare and contrast the different methods for filtering and sorting data in Pandas DataFrames, illustrating the use cases for each method.
    3. Explain the concept of indexing in Pandas and how MultiIndexing can be used to organize and access complex datasets.
    4. Describe how you can perform exploratory data analysis using Pandas and relevant libraries, and why it is important.
    5. Explain the concept of joining in Pandas and how different types of joins can be used to combine related data from multiple sources.

    IV. Glossary of Key Terms

    • DataFrame: A two-dimensional labeled data structure in Pandas, similar to a table, with columns of potentially different types.
    • Series: A one-dimensional labeled array in Pandas, capable of holding any data type.
    • Index: A label for each row in a Pandas DataFrame or Series, used for data alignment and selection.
    • MultiIndex: A hierarchical index in Pandas, allowing multiple levels of indexing on a DataFrame.
    • NaN (Not a Number): A standard missing data marker used in Pandas.
    • Filtering: Selecting a subset of rows from a DataFrame based on specified conditions.
    • Sorting: Arranging rows in a DataFrame in a specific order based on the values in one or more columns.
    • Grouping: Aggregating data in a DataFrame based on the values in one or more columns.
    • Joining: Combining data from two or more DataFrames based on a common column or index.
    • Inner Join: Returns rows with matching values in both DataFrames.
    • Outer Join: Returns all rows from both DataFrames, filling in missing values with NaN.
    • Left Join: Returns all rows from the left DataFrame and matching rows from the right, filling in missing values with NaN.
    • Right Join: Returns all rows from the right DataFrame and matching rows from the left, filling in missing values with NaN.
    • Concatenation: Appending or merging DataFrames together, either horizontally or vertically.
    • Aggregation: Computing summary statistics (e.g., mean, sum, count) for groups of data.
    • Exploratory Data Analysis (EDA): An approach to analyzing data sets to summarize their main characteristics, often with visual methods.
    • Unicode Error: An error that occurs when reading a file with characters that are not properly encoded.
    • loc: A Pandas method used to access rows and columns by label.
    • iloc: A Pandas method used to access rows and columns by integer position.
    • Lambda Function: A small anonymous function defined using the lambda keyword.
    • Heatmap: Data visualization that uses a color-coded matrix to represent the correlation between variables.
    • Box Plot: A graphical representation of the distribution of data showing the minimum, first quartile, median, third quartile, and maximum values, as well as outliers.

    Pandas Python Data Analysis Tutorial Series

    Okay, here’s a briefing document summarizing the main themes and ideas from the provided text excerpts, which appear to be transcripts of a series of video tutorials on using the Pandas library in Python for data analysis.

    Briefing Document: Pandas Tutorial Series Overview

    Main Theme:

    This series of tutorials focuses on teaching users how to leverage the Pandas library in Python for various data manipulation, analysis, and visualization tasks. The content covers a range of essential Pandas functionalities, from basic data input and output to more advanced techniques like filtering, grouping, data cleaning, and exploratory data analysis.

    Key Ideas and Concepts:

    1. Introduction to Pandas and DataFrames:
    • Pandas is imported using the alias pd: “we are going to say import and we’re going to say pandas now this will import the Panda’s library but it’s pretty common place to give it an alias and as a standard when using pandas people will say as PD”
    • Data is stored and manipulated within Pandas DataFrames.
    • DataFrames have an index, which is important for filtering and searching: “as you can see right here there’s this index and that’s really important in a data frame it’s really what makes a data frame a data frame and we use index a lot in pandas we’re able to filter on the index search on the index and a lot of other things”
    • The distinction between a Series and a DataFrame is mentioned, suggesting that this will be covered in more detail in a later video.
    1. Data Input/Output:
    • Pandas can read data from various file formats, including CSV, text, JSON, and Excel.
    • The pd.read_csv(), pd.read_table(), pd.read_json(), and pd.read_excel() functions are used to import data.
    • Specifying the file path is crucial. The tutorial demonstrates how to copy the file path: “you have this countries of the world CSV you just need to click on it and right click and copy as path and that’s literally going to copy that file path for us so you don’t have to type it out manually”
    • The R prefix is used when reading files from a filepath to read the string as raw text.
    • The sep parameter allows specifying delimiters for text files: “we need to use a separator and I’ll show you in just a little bit how we can do this in a different way but with that read CSV this is how we can do it we’ll just say sep is equal to we need to do back SLT now let’s try running this and as you can see it now has it broken out into country and region”
    • Headers can be specified or skipped during import using the header parameter.
    • Column names can be manually assigned using the names parameter when the file doesn’t contain headers or when renaming is desired.
    • Imported DataFrames should typically be assigned to a variable (e.g., df) for later use.
    1. Data Inspection:
    • df.info() provides a summary of the DataFrame, including column names, data types, and non-null counts: “we’re going to bring data Frame 2 right down here and we want to take a look at some of this data we want to know a little bit more about it something that you can do is data frame 2. info and we’ll do an open parenthesis and when we run this it’s going to give us a really quick breakdown of a little bit of our data”
    • df.shape returns the number of rows and columns in a DataFrame.
    • df.head(n) displays the first n rows of the DataFrame.
    • df.tail(n) displays the last n rows of the DataFrame.
    • Specific columns can be accessed using bracket notation (e.g., df[‘ColumnName’]).
    • loc and iloc are used for accessing data by label (location) and integer position, respectively.
    1. Filtering and Ordering:
    • DataFrames can be filtered based on column values using comparison operators (e.g., df[‘Rank’] < 10).
    • The isin() function allows filtering based on a list of specific values within a column.
    • The str.contains() function allows filtering for rows where a column contains a specific string.
    • The filter() function can be used to select columns based on a list of items or to filter rows based on index values using the like parameter.
    • sort_values() is used to order DataFrames by one or more columns. Ascending or descending order can be specified.
    • Multiple sorting criteria can be specified by passing a list of column names to sort_values().
    1. Indexing:
    • The index is an important component of a DataFrame and can be customized.
    • The set_index() function allows setting a column as the index. The parameter inplace = True saves this to the existing dataframe.
    • The reset_index() function reverts the index to the default integer index.
    • Multi-indexing allows for hierarchical indexing using multiple columns.
    • sort_index() sorts the DataFrame based on the index.
    • loc and iloc are used for accessing data based on the index. loc uses the string/label of the index, iloc uses the integer position.
    1. Grouping and Aggregating:
    • groupby() groups rows based on the unique values in one or more columns. This creates a GroupBy object.
    • Aggregate functions (e.g., mean(), count(), min(), max(), sum()) can be applied to GroupBy objects to calculate summary statistics for each group.
    • The agg() function allows applying multiple aggregate functions to one or more columns simultaneously using a dictionary to specify the functions for each column.
    • Grouping can be performed on multiple columns to create more granular groupings.
    • The describe() function provides a high-level overview of aggregate functions, which is a shortcut.
    1. Merging and Joining DataFrames:
    • merge() combines DataFrames based on shared columns or indices. It’s analogous to SQL joins.
    • Different types of joins (inner, outer, left, right, cross) can be performed using the how parameter.
    • Suffixes can be specified to differentiate columns with the same name in the merged DataFrame.
    • join() is another function for combining DataFrames, but it can be more complex to use than merge().
    • Cross joins create a Cartesian product of rows from both DataFrames.
    1. Data Visualization:
    • Pandas integrates with Matplotlib for basic plotting.
    • The plot() function creates various types of plots, including line plots, bar plots, scatter plots, histograms, box plots, area plots, and pie charts, based on the kind parameter.
    • subplots=True creates separate subplots for each column.
    • Titles and labels can be added to plots using the title, xlabel, and ylabel parameters.
    • Bar plots can be stacked using stacked=True.
    • scatter() plots require specifying both x and y column names.
    • Histogram bins can be adjusted using the bins parameter.
    • Figure size can be adjusted to increase the visualization’s scale.
    • Matplotlib styles can be used to modify the appearance of plots.
    1. Data Cleaning:
    • Data cleaning involves handling missing values, inconsistencies, and formatting issues.
    • string.strip() removes leading and trailing characters from strings. Lstrip() removes leading characters, and Rstrip() removes trailing characters.
    • string.replace() replaces specific substrings within strings.
    • Regular expressions can be used with string.replace() for more complex pattern matching. The caret (^) can be used to return any character except.
    • apply() applies a function to each element of a column (often used with lambda functions).
    • Data types can be changed using astype().
    • fillna() fills missing values with a specified value.
    • pd.to_datetime() converts columns to datetime objects.
    • drop_duplicates() removes duplicate rows.
    • The inplace=True parameter modifies the DataFrame directly.
    • Columns can be split into multiple columns using string.split() with the expand=True parameter.
    • Boolean columns can be replaced with ‘yes’ and ‘no’ values to standardize responses.
    • isna() or isnull() identifies missing values.
    • drop() removes rows or columns based on labels or indices. The drop = True parameter drops a former index and creates an equivalent new one.
    • dropna() removes rows with missing values.
    1. Exploratory Data Analysis (EDA):
    • EDA involves exploring the data to identify patterns, relationships, and outliers.
    • Libraries: pandas (pd), Seaborn (sns), Matplotlib (plt).
    • info() and describe() provide high-level summaries of the data.
    • The float format can be adjusted via pd.setor_option.
    • isnull().sum() counts missing values in each column.
    • nunique() shows the number of unique values in each column.
    • sort_values() sorts the data based on specific columns.
    • corr() calculates the correlation matrix, showing the relationships between numeric columns.
    • Heatmaps (using Seaborn) visualize the correlation matrix.
    • Grouping (groupby()) and aggregation help understand data distributions and relationships across groups.
    • Transposing DataFrames (transpose()) can be useful for plotting group means.
    • Box plots visualize the distribution of data and identify outliers.
    • select_dtypes() filters columns based on data type.

    Target Audience:

    The tutorial series is designed for individuals who want to learn data analysis and manipulation using Python and the Pandas library, regardless of their prior experience with data science.

    Overall Impression:

    The series appears to be a comprehensive introduction to Pandas, covering a wide range of essential topics in a practical, hands-on manner. The instructor emphasizes best practices, common pitfalls, and useful techniques for working with real-world datasets. The inclusion of practical examples and visual aids helps make the learning process more engaging and effective.

    Pandas DataFrame: Common Operations and FAQs

    Frequently Asked Questions About Pandas Based on Provided Sources

    Here are some frequently asked questions (FAQs) about using the Python Pandas library, based on the provided text excerpts.

    1. How do I import the Pandas library and what is the standard alias?

    To import the Pandas library, you use the statement import pandas. It’s common practice to give it the alias pd, like this: import pandas as pd. This allows you to refer to Pandas functions and objects using the shorter pd. prefix, which is a widely accepted convention in the Pandas community.

    2. How do I read different file types (CSV, text, JSON, Excel) into Pandas DataFrames?

    Pandas provides specific functions for reading various file formats:

    • CSV: pd.read_csv(“file_path.csv”)
    • Text: pd.read_table(“file_path.txt”) (often requires specifying a separator, e.g., sep=”t” for tab-separated files)
    • JSON: pd.read_json(“file_path.json”)
    • Excel: pd.read_excel(“file_path.xlsx”) (can specify a sheet name using sheet_name=”Sheet1″)

    You typically assign the result of these functions to a variable (e.g., df = pd.read_csv(…)) to create a DataFrame object, making it easier to work with the data later.

    3. What is a Pandas DataFrame and why is the index important?

    A Pandas DataFrame is a two-dimensional labeled data structure with columns of potentially different types. Think of it as a table with rows and columns. The index is a crucial component of a DataFrame; it provides labels for the rows. The index allows you to filter, search, and select data based on these labels. By default, Pandas creates a numerical index (0, 1, 2, …), but you can set a specific column as the index for better data access.

    4. How can I handle Unicode errors when reading files?

    When reading files with backslashes in the file path, you might encounter Unicode errors. To resolve this, prepend r to the file path string to treat it as a raw string. For example: pd.read_csv(r”C:pathtofile.csv”). This ensures that backslashes are interpreted literally and not as escape characters.

    5. How can I deal with files that don’t have column headers, or if I want to rename headers?

    When reading files, Pandas may automatically infer column names from the first row. You can override this behavior using the header argument. header=None tells Pandas that there are no existing headers, using the first row as data. You can then specify custom column names using the names argument, passing it a list of strings representing the new column names.

    6. How can I filter data within Pandas DataFrames?

    You can filter rows in a DataFrame based on column values using comparison operators (>, <, ==, etc.) or functions:

    • Filtering by Column Value: df[df[“column_name”] > 10] returns rows where the value in “column_name” is greater than 10.
    • Using isin(): df[df[“country”].isin([“Bangladesh”, “Brazil”])] returns rows where the “country” column contains either “Bangladesh” or “Brazil”.
    • Using str.contains(): df[df[“country”].str.contains(“United”)] returns rows where the “country” column contains the string “United”.

    7. How can I sort and order data within Pandas DataFrames?

    Use the sort_values() method to sort a DataFrame by one or more columns. The by argument specifies the column(s) to sort by. ascending=True (default) sorts in ascending order, while ascending=False sorts in descending order. You can sort by multiple columns by providing a list to the by argument. The order of columns in this list determines the sorting priority. You can also specify different ascending/descending orders for different columns by providing a list of boolean values to the ascending argument.

    8. How can I perform groupby aggregations in Pandas?

    The groupby() method groups rows based on unique values in one or more columns. You can then apply aggregate functions (e.g., mean(), count(), min(), max(), sum()) to the grouped data.

    df.groupby(“base_flavor”).mean() # Mean ratings grouped by base flavor

    You can use the agg() method to apply multiple aggregations to different columns simultaneously. The argument to agg() is a dictionary where keys are column names and values are lists of aggregation functions:

    df.groupby(“base_flavor”).agg({“flavor_rating”: [“mean”, “max”, “count”], “texture_rating”: [“mean”, “max”, “count”]})

    Pandas Library: Data Analysis with Python

    The Pandas library in Python is a tool for data analysis, offering data structures like DataFrames and Series.

    Key aspects of Pandas:

    • Alias When importing the Pandas library, it is common to use the alias PD.
    • DataFrames Pandas uses DataFrames, which are different from standard Python. When importing files using Pandas, the data is called in as a data frame. The index is an important component of a data frame, enabling filtering and searching. Assigning a DataFrame to the variable name DF is a common practice.
    • Series The next video in this series will explain what series are.
    • File Reading Pandas can read various file types such as CSV, text, JSON, and Excel. The specific function used depends on the file type (e.g., read_csv, read_table, read_json, read_excel).
    • File Paths File paths can be copied and pasted into the read function. To avoid Unicode errors, raw text reading may be necessary.
    • Arguments When reading files, arguments can be specified, such as the file path or separator.
    • Display Options Pandas allows you to adjust the display settings to show more rows and columns.
    • Data Inspection You can use .info() to get a quick breakdown of the data, .shape to see the dimensions (rows, columns), .head() and .tail() to view the first or last few rows, and column names to select specific columns.
    • Filtering and Ordering DataFrames can be filtered based on column values, specific values, or string content. The isin() function is available to check specific values. Data can be filtered by index using .filter(), .loc[], and .iloc[]. Data can be sorted using .sort_values() and .sort_index().
    • Indexing The index is customizable and allows for searching and filtering. The index can be set using set_index(). Multi-level indexing is supported.
    • Group By Pandas has the group by function to group together the values in a column and display them all on the same row. You can then perform aggregate functions on those groupings. The aggregate function has its own function (aggregate), where a dictionary can be passed through.
    • Merging, Joining, and Concatenating Pandas enables combining DataFrames through merging, joining, and concatenating.
    • Visualizations Pandas allows you to build visualizations such as line plots, scatter plots, bar charts, and histograms.
    • Cleaning Data Pandas is equipped with tools for data cleaning, including removing duplicates (drop_duplicates), dropping unnecessary columns (drop), and handling inconsistencies in data. The .fillna() function fills empty values.
    • Exploratory Data Analysis (EDA) Pandas is used for exploratory data analysis, which involves identifying patterns, understanding relationships, and detecting outliers in a dataset. EDA includes using .info() and .describe() to get a high-level overview of the data. Correlations between columns can be identified using .corr() and visualized with heatmaps.

    Pandas DataFrames: Features, Functionalities, and Data Analysis

    Pandas DataFrames are a central data structure in the Pandas library, crucial for data analysis in Python.

    Key features and functionalities of DataFrames:

    • Definition A data frame is how Pandas calls in data, differing from standard Python.
    • Usual variable name Assigning a DataFrame to the variable name DF is a common practice.
    • Indexing The index is a customizable and important component, enabling filtering and searching. The index can be set using set_index().
    • Filtering and Ordering DataFrames can be filtered based on column values, specific values using isin(), or string content. Data can be filtered by index using .filter(), .loc[], and .iloc[]. Data can be sorted using .sort_values() and .sort_index().
    • Display Options Pandas allows adjusting display settings to show more rows and columns.
    • Data Inspection Tools like .info() provide a breakdown of the data. The .shape shows dimensions. Methods such as .head() and .tail() allow viewing the first or last few rows.
    • Merging, Joining, and Concatenating Pandas enables combining DataFrames through merging, joining, and concatenating.
    • Cleaning Data Pandas is equipped with tools for data cleaning, including removing duplicates (drop_duplicates), dropping unnecessary columns (drop), and handling inconsistencies in data. The .fillna() function fills empty values.
    • Exploratory Data Analysis Pandas is used for exploratory data analysis, including using .info() and .describe() to get a high-level overview of the data. Correlations between columns can be identified using .corr() and visualized with heatmaps.
    • File Reading When reading files using Pandas, the data is called in as a data frame.

    Pandas: Data Import Guide

    Pandas can import data from a variety of file types. When the files are imported using Pandas, the data is read in as a data frame. The specific function used depends on the file type.

    Types of files that Pandas can read:

    • CSV
    • Text
    • JSON
    • Excel

    Functions for reading different file types:

    • read_csv
    • read_table
    • read_json
    • read_excel

    Key considerations when importing files:

    • File Paths The file path needs to be specified, and can be copied and pasted into the read function.
    • Raw Text Reading Raw text reading may be necessary to avoid Unicode errors. To specify raw text reading, use r before the file path.
    • Arguments When reading files, arguments can be specified, such as the file path or separator.
    • Alias When importing the Pandas library, it is common to use the alias PD.
    • Headers The header argument can be used to rename headers or specify that there is no header in the CSV. The default behavior is to infer column names from the first row. You can set header=None if there are no column names, which will cause numerical indexes to be created.
    • Separator When reading in a file, you can specify the separator. When pulling in a CSV, it will automatically assume that the separator is a comma. When importing text files, you may need to specify the separator.
    • Missing Data When merging data, if a value doesn’t have a match, it will return NaN.
    • Sheet names When importing Excel files, you can specify a sheet name to read in a specific sheet, otherwise it will default to the first sheet in the file.

    Filtering Pandas DataFrames

    Pandas DataFrames can be filtered in a variety of ways.

    Filtering Based on Column Values

    • You can filter DataFrames based on the data within their columns. To do this, specify the column to filter on. Comparison operators, such as greater than or less than, can be used.
    • Specific values can be specified.

    Filtering Based on Index

    • You can also filter based off of the index.
    • The main ways to filter by index are the .filter() function and the .loc[] and .iloc[] indexers.

    The .filter() Function

    • With .filter() you can specify which columns to keep by using items = and then listing the columns.
    • By default, .filter() chooses the axis for you, but you can also specify the axis.
    • You can also use like = to specify a string, and it will filter by the indexed values that contain that string.

    The .loc[] and .iloc[] Indexers

    • .loc[] looks at the actual name or value.
    • .iloc[] looks at the integer location.
    • With multi-indexing, .loc[] is able to specify the index, whereas .iloc[] goes based off the initial index, or the integer based index.

    Pandas DataFrame Sorting: Values and Index

    Pandas DataFrames can be ordered using the .sort_values() and .sort_index() functions.

    Sorting by Values (.sort_values())

    • The .sort_values() function allows you to sort a DataFrame based on the values in one or more columns.
    • Specify the column(s) to sort by using the by parameter.
    • Determine the sorting order using the ascending parameter, which can be set to True (ascending) or False (descending). The default is ascending.
    • Multiple columns can be specified for sorting by passing a list of column names to the by parameter. The order of importance in sorting is determined by the order of columns in the list.
    • You can specify different ascending/descending orders for each column when sorting by multiple columns by passing a list of boolean values to the ascending parameter.
    • Example: To sort a DataFrame by the ‘Rank’ column in ascending order: df.sort_values(by=’Rank’, ascending=True).

    Sorting by Index (.sort_index())

    • The .sort_index() function sorts the DataFrame based on its index.
    • You can specify the axis to sort on and whether the order is ascending or not.
    Learn Pandas in Under 3 Hours | Filtering, Joins, Indexing, Data Cleaning, Visualizations

    The Original Text

    what’s going on everybody welcome back to another video today we are going to be learning pandas in under 3 [Music] hours so in this lesson we’re going to cover a ton of things as well as some projects at the very end you’re going to learn how you can read data into pandas and actually store it in a data frame we’ll be filtering quering grouping and a ton of other things just on that data and then we’ll be diving into Data visualization data cleaning exploratory data analysis and a ton more so without further Ado letun them on my screen and get started so the first thing that we need to do is import our pandas Library so we’re going to say import and we’re going to say pandas now this will import the Panda’s library but it’s pretty common place to give it an alias and as a standard when using pandas people will say as PD so this is just a quick Alias that you can use uh that’s what I always use and I’ve always used it because that’s how I learned it and I want to teach it to you the right way so that’s how we’re going to do it in this video so let’s hit shift enter now that that is imported we can start reading in our files now right down here I’m going to open up my file explorer and we have several different types of files in here we have CSV files text files Json files and an Excel worksheet which is a little bit different than a CSV so we’re going to import all of those I’m going to show you how to import it as well as some of the different things that you need to be aware of when you’re importing so we’re going to import some of those different file types and I’ll show you how to do that within pandas so the first thing that we need to say is PD Dot and let’s read it in a CSV because that’s a pretty common one we’ll say read CSV and this is literally all you have to write in order to call that in now it’s not going to call it in as a string like it would in one of our previous videos if you’re just using the regular operating system of python when you’re using pandas it calls it in as a data frame and I’ll talk about some of the nuances of that so let’s go down to our file explorer we have this of the world CSV you just need to click on it and right click and copy as path and that’s literally going to copy that file path for us so you don’t have to type it out manually you can if you’d like and we’re just going to paste it in between these parentheses now if we run it right now it will not work I’ll do that for you it’s saying we have this Unicode error uh basically what’s happening is is it’s reading in these backslashes and this colon and all those backslashes in there and this period at the end what we need to do is read this in as a raw text so we’re just going to say R and now it’s going to read this as a literal string or a literal value and not as you know with all these backslashes which does make a big difference when we run this it’s going to populate our very first data frame so let’s go ahead and run it and now we have this CSV in here with our country and our region now if we go and pull up this file and let’s do that really quickly let’s bring up this countries of the world it automatically populated those headers for us in the data frame but we don’t have any column for those 0 1 2 3 so if we go back as you can see right here there’s this index and that’s really important in a data frame it’s really what makes a data frame a data frame and we use index a lot in pandas we’re able to filter on the index search on the index and a lot of other things which I’ll show you in future videos but this is basically how you read in a file now if we go right up here in between these parentheses and we hit shift tab this is going to come up for us let’s hit this plus button and what this is is these are all the arguments or all the things that we can specify when we’re reading in a file and there are a lot of different options so let’s go ahead and take a look really quickly really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to pandas courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about everything you need to know about pandas so huge shout out to yud me for sponsoring this Panda series and let’s get back to the video the first thing is obviously the file path we can specify a separator which there is no default so when we’re pulling in the CSV when we’re reading in the CSV it’s automatically going to assume it’s a comma because it’s a comma separated uh file you can choose delimers headers names index columns and a lot of other things as you can see right here now I will say that I don’t use almost any of these uh the few that I’m going to show you really quickly in just a second are up the very top but you can do a ton of different things and I’m just going to slowly go through them so that’s what those are you can also go down here this is our doc string and you can see exactly how these parameters work it’ll show you and give you a text and walk you through how to do this again most of these you’ll probably never use but things like a separator could actually be useful and things like a header could be useful because it is possible that you want to either rename your headers or you don’t have a header in your CSV and you don’t want it to autop populate that header so that is something that you can specify so for example this header one and I’ll show you how to do this uh the default behaviors to infer that there are column names if no names are passed this behavior is identical to header equals zero so it’s saying that first row or that first index which it’s like right here that zero is going to be read in as a header but we can come right over here and we’ll do comma header is equal to and we can say none and as you can see there are no headers now instead it’s another index so we have indexes on both the x- axis and the Y AIS and so right now we have this zero and one index indicating the First Column and the second column if we want to specify those names we can say the header equals none then we can say names is equal to and we’ll give it a list and so the first one was country and what’s that second one oh region so right here that’s the first um the first row but we’ll rename it and we’ll just say country and region and when we run that we’ve now populated the country and the region uh we’re just pretending that our CSV does not have these values in it and we have to name it ourselves that’s how you do it but let’s get rid of all that because we actually do want those in there so we’re just going to get rid of those and read it in as normal and there we go now typically when you’re reading in a file what you need to do is you want to assign that to a variable almost always when you see any tutorial or anybody online or even when you’re actually working people will say DF is equal to DF stands for data frame again this is a data frame in the next video in the series I’m going to walk through what a series is as well as what a data frame is because that’s pretty important to know when you’re working with these data frames but we’ll assign it to this value and then we’ll say we’ll call it by saying DF and we’ll run it and that’s typically how you’ll do things because you want to save this data frame so later on you can do things like dataframe Dot and you can uh you know pass in different modules but you can’t really do that it’s not as easy to do it if you’re calling this entire CSV and importing it every time so let’s copy this because now we’re going to import a different type of file so now we’ve been doing read CSV but we can also import text files now you can do that with the read CSV we can import text files let’s look at this one we have the same one it’s countries of the world except now it’s a text file because I just converted it for this video I’ll copy that as a path and so now when we do this oops let me get those quotes in there it’ll say world. txt it will still work as you can see this did not import properly um we have this country back SLT region and then all of our values are the exact same with this back SLT that’s because we need to use a separator and I’ll show you in just a little bit how we can do this in a different way but with that read CSV this is how we can do it we’ll just say sep is equal to we need to do back SLT now let’s try running this and as you can see it now has it broken out into country and region we could also do it the more proper way and this is the way you should do it and I’ll get rid of these really quickly but just want to keep them there in case you want to see that but you can also do read table and let’s get rid of this separator and now we have no separators just reading it in as a table let’s run this and it reads it in properly the first time this read table can be used for tons of different data types but typically I’ve been using it for like text files um we can also read in that CSV so let’s change this right here to CSV we can read it in as a CSV but just like we did in the last one when we read in the text file using read CSV this read table to you’re going to need to specify the separator so I’ll just copy this and we’ll say comma and now it reads it in properly again you can use that for a ton of different file types but you just need to specify a few more things if you don’t want to use the more specific read uncore function when you’re using pandas now let’s copy this again we’re going to go right down here and now let’s do Json files Json files usually hold semi-structured data um which is definitely different than and very structured data like a CSV where has columns and rows so let’s go to our file explorer we have this Json sample we will copy this in as path let’s paste it right here and we’ll do reor Json again these different functions were built out specifically for these file types that’s why you know each one has a different name so now we’re reading this in as the Json let’s read it in and it it in properly now let’s go ahead and copy this and take a look at Excel files cuz Excel files are a little bit different than other ones that we’ve looked at um so let’s just do read uncore cell and let’s go down to our file explorer and let’s actually open up this workbook as you can see we have sheet one right here but we also have this world population which has a lot more data let’s say we just wanted to read in sheet one one we can do that or by default it’s going to read in this world population because it’s the first sheet in the Excel file well let’s go ahead and take a look at that let’s get out of here and let’s say oops I forgot to copy the file path let’s go ahead and copy as path and we’ll put it right here and let’s just read it in with no arguments or anything in there or no parameters when we read it in it’s reading in that very first sheet so this is the one that has all of the data now let’s say we wanted to read in that extra sheet name or the second sheet name we’ll just go comma sheet unor name say is equal to and then we can specify sheet was it sheet one like this yes it was so we just had to specify the sheet name right here and then it brought in that sheet instead of the default which is the very first sheet in that Excel now that definitely covers a lot of how you read in those files again you can come in here and hit shift Tab and this plus sign and take a look at all the documentation and you can specify a lot of different things things that I didn’t think were very important for you guys to know especially if you’re just starting out the ones that we looked at today are what I would say are like the ones that I use almost all the time so I wanted to show you those but if you’re interested in any of these other ones or you have very unique data and you need to do that um you know it’s worth really getting in here and figuring things out a few other things that I wanted to show you just in this kind of first video or this intro video on how to read in files um one thing that you may have noticed especially in this file right here is we’re only looking at the first five and then the last five so if we wanted to see all the data all the data is in these like little three dots right here right we want to be able to see that data but right now we can’t and that’s because of some settings that are already within pandas and all we need to do is change that so this one has 234 rows and four columns so obviously we can see all the columns well let’s just change the rows all we’ll say is pd. setor option now what we need to do is we’re going to change the rows we’re not going to change the columns at least not on this one so we’ll say quote display. max. rows now if we just run this for whatever data we bring in it’s going to be able to show the max rows and then we’ll say 235 although this 34 rows I’m just going to be safe let’s run this and now it has changed it so let’s read in this file again and you’ll see how it’s changed now we have all the numbers and we have this little bar on the right that allows us to go down all the way to the bottom and all the way to the top so now we can actually look and kind of skim and see our values I like that better than just having that you know shorter version um we can do the exact same thing on columns as well so if we look at this one this is our Json file has the same thing right here we have what was it 38 columns but we can only see I think it’s it’s 20 or something like that I can’t remember um but we have 38 we can only see like let’s say 15 of them or 20 of them we’ll do the exact same thing and we’ll just say pd. set options. max. columns and we’ll set that to 40 for that one when we run this oops let’s get over here when we run this one again we can now scroll over and see every single one of our columns now that one is a in my opinion a lot more useful I like being able to see every single column so definitely something that you should be using especially when you have these really large files you want to be able to see a lot of the data and a lot of the columns so when you’re slicing and dicing and doing all the things we’re about to learn in this Panda series you know you know what you’re looking at I also want to show you just how to kind of look at your data in these data frames as well so that’s also pretty important so let’s go right down here and the very last one that we imported was this one right here this read Excel so this data frame is the only one that’s going to read in let’s run it um this is the last one to be run so this variable right here DF uh it won’t be applied to all these other ones um which we can always go back and change those typically you’ll do something like data frame two you want to do something like that um so let’s keep data Frame 2 oops so what we’re going to do is we’re going to bring data Frame 2 right down here and we want to take a look at some of this data we want to know a little bit more about it something that you can do is data frame 2. info and we’ll do an open parenthesis and when we run this it’s going to give us a really quick breakdown of a little bit of our data so we have our columns right here rank CCA 3 country and capital it’s saying we have 234 values in those columns because there’s 234 scroll up here because there’s 234 uh rows that tells me that there’s no missing data in here at least not you know completely missing like null values there is something in each of those rows the count tells me it’s non null so there’s no null values and it tells me the data type so it’s ringing in as an integer an object an object and an object and it also tells us how much memory it’s using which is also pretty neat because when you get really really large data types memory usage and and knowing how to work around that stuff does become more important than when you’re working at these really small You Know sample sizes that we’re looking at we can also do oops let me get rid of that can also do data frame two and we’ll do shape and for this one we do not need the parentheses and all this is going to tell us is we have 234 rows and four columns we’re also able to look at uh the first few values or rows in each of these data frames so we can just say dataframe 2. head and if we do that it’s going to give us the first five values but we can specify how many we want we can say head 10 it’ll give us the first 10 rows right here we can do the exact same thing and let’s go right down here and we’ll say tail so they’ll give us the last 10 rows within our data frame now let’s copy this and let’s say we don’t want to actually look at all of these values or all these columns we can specify that by saying df2 and oops let’s get rid of all of this and we’ll say with a quote we’ll say Rank and now we can take just a look at the rank data now we can’t do that by doing the index or at least not like this if we want to use this index that is right here we can but there’s a very special function called L and I look for that and I’m going to have an entire video on this because it does get a little bit more complex but there’s df2 looc and there’s Lo and IO stands for location and I location that’s only for the indexes whether it’s the x axis or the Y AIS those are the indexes and for location it’s looking for the actual text the actual string of the index so if we come up here that data Frame 2 we can specify 224 and it’ll give us this information right here in a little different format so let’s go bracket and we’ll say 224 and when we run this it gives us our rank CCA country capital with our values over here kind of like a dictionary almost now let’s copy this and we’ll say df2 do IO and right now these look the exact same but we haven’t really talked a lot about changing the index and you can change the index to a string or a different column or something like that and we’ll look at that in future videos the iock looks at the integer location so even if these um let’s go right up here even if this index had changed to let’s say this rank or this CCA three or country or whatever you make this index the ILO will still look at the integer location so that 224 would still be 224 even if it was usbekistan so then when we look at this it’s going to be the exact same but if we had changed that Index this Lo is the one that we could search on and we could search whoan is that you spell us beckan hey I nailed it so that is how you use Lo IO again I just wanted to show you a little bit about how you can look at your data frame or search within your data frame hello everybody today we’re going to be looking at filtering and ordering data frames in pandas there are a lot of different ways you can filter and order your data in pandas and I’m going to try to show you all of the main ways that you can do that so let’s kick it off by importing our data set so we’re going to say data frame is equal to and we’ll say pandas and I need to import my andas so we’ll say import andas as PD that’s pretty important I think um so pd. read CSV and we’ll do R and then we’ll say the world population CSV so let’s run this all our data frame right here and this is the data frame that we’re going to be filtering through and ordering in pandas so let’s kick it off the first thing that we can do is filter based off of The Columns so the data within our columns so Asia Europe Africa or whatever data we may have in that column so let’s go right down here we’re going to say DF and then within it we’re going to specify what column we’re going to be filtering on so we’re going to say DF with another bracket and we’ll say rank so we’re going to be looking at this rank column right here and then we’ll say in that rank column we want to do greater than 10 and that’s actually going to be a lot of them let’s do less than so when we run this it’s only going to return these values that are less than 10 we can also do less than or equal to you know all of these um comparison operators so less than or equal to so now we have all of the ranks 1 through 10 now if we look at these countries we can specify by specific values almost exactly like we did here but instead of doing a comparison operator like we did right here and including those names let’s say Bangladesh and Brazil we can use the is in function almost like an in function in SQL if you know SQL so let’s go right down here and we’re going to say specific underscore countries so right now we’re just going to make a list of the countries that we want and then we’ll say Bangladesh and Brazil so let’s go right down here and we’ll say okay for these specific countries from the data frame let’s do our bracket we’ll say in this country column so we’ll do data frame and then another bracket for Country so in this country column we can do do is in and then an open parenthesis and then look for our specific countries so we’re looking at just this column and we’re saying is in so we’re looking at are these values within this column and we’re getting this error and this looks very very odd let me um this doesn’t look right there we go I just had some syntax errors I apologize made it way more complicated than it needs to be but here’s how you use this is in function so we’re looking at Bangladesh and Brazil and we return those rows with Bangladesh and Brazil really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to Panda courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about everything you need to know about pandas so huge shout out to you and me for sponsoring this Panda series and let’s get back to the video we can also do a contains function kind of similar to is in in except it’s more like the like in SQL as well I’m comparing a lot of this to SQL cuz when you’re filtering things I always my brain always goes to SQL but in pandas it’s called the contains so let’s do let’s actually copy this because I don’t want to make the same mistake again let’s do that and we’ll do the bracket but instead of dot is in we’re going to do string do contains and then an open parenthesis so we’re going to be looking for a string if it contain if it contains let’s do United almost like United States or or any other United so let’s run this and as you can see we have United Arab Emirates United Kingdom United States United States Virgin Islands so we can kind of search for a specific string or a number or a value within our data or within that column of country now so far we’ve only been looking at how you can filter on these columns we can also filter based off of the index as well and there’s two different ways you can do it or two of the main ways there’s filter and then there’s Lo and IO Lo stands for location and I look stands for integer location and if you’ve seen other previous videos I’ve kind of mentioned those so we can take a quick look at all of those so really quickly we need to set an index because the index right now is uh not the best we’ll set our index to Country so let’s say df2 is equal to D DF do setor index and we’ll say country I’m just doing df2 because later on I want to use that data frame again so I’m just going to assign it to another data frame so that we can just easily switch back and forth so now we have this index as the country and what we can do is use the filter function so let’s go down here we’ll say df2 filter and we’ll do an open parenthesis and now we can specify our items so these these are actually going to be specifying which columns we want to keep so we’re going to say items is equal to then we’ll make a list we’ll say continent hope that’s how we spell continent I’m always messing up with my uh my stuff here my spelling then we’ll do CCA 3 because why not you can specify whichever ones you want when we run this it’s going to only bring in those two columns Now by default it’s choosing the axis for us but we can also specify which axis we want to search on so if we say axis is equal to zero it’s actually going to search this axis this is the zero axis this is the one axis so where our columns are is one so if we go back and do one we’re searching on that one Axis or those header accesses again and this is the default but you can specify that so if you just want to search on uh you know filtering right here you can do that and let’s actually copy this and do that right down here just so you can see what it looks like but let’s let’s search for Zimbabwe and we’ll do Zimbabwe and we’ll be looking at the zero axis which is the up and down on the left hand side and when we filter on that we can filter by Zimbabwe by looking just at the country index we can also use the like just like we did before and I’ll show you the exact same demonstration that we did which you can say like is equal to and instead of having to put in a concrete um text you can just say United just like we did before and we’re searching where the AIS is equal to zero which again is this left-handed access so now we’re looking for United and it’s going to give us all of the countries or all the indexed values that have United in it like we were talking about before we also have Lo and ILO so we can say data frame 2. Loke now this is a specific value so we’ll do United States so location is just looking at the actual name or the value of it not its position so if we search for United States it’s going to give us this right here where it gives us all of the columns for United States and then all of the uh values for United States or we can do the io which is the energer location which is not the exact same because we’re looking at the string for the L we’re looking at this string but underneath it there still is a position that’s that integer location let’s do a completely Rand random one let’s just say three if we look at the third position it’s going to give us ASM which I’m not exactly sure what it is but it still gives us basically the same kind of output which is the columns and the values so that’s another way that you can search within your index when you’re actually trying to filter down that data now let’s go look at the order bu and let’s start with the very first one that we looked at let’s do data frame that’s why I kept it because I wanted to use it later now we can sort and order these values instead of it just being kind of a jumbled mess in here we can sort these columns however we would like ascending descending multiple columns single columns and let’s look at how to do that so we’ll say data frame and then we’ll do data frame look at rank again just like we were doing above and let’s do data frame where it’s less than 10 I should have just gone and copied this I apologize so now we have this data frame that is greater than 10 now we can do dot sort underscore values and this is the function that’s going to allow us to sort everything that we want to sort so we can do buy is equal to and we’ll just order it by the exact same thing that we were doing uh or calling it on we’ll do rank so now what this going to do it’s going to order our rank column and as you can see it did that 1 2 3 4 5 we can also do it with ascending or descending so if you want to you can look in here and see what you can do so we’ll do ascending we’ll say that’s equal to true and so that’s the automatic default so that didn’t change anything but if we say false it’s going to be descending from highest to lowest so now we have it in the opposite direction now we don’t have to just order or sort this on one single column we can do multiple columns and we can do that by making a list right here whoops make a list just like that and we’ll input different ones as well so now let’s input our country and when we run this it will give us rank of 9876 as well as the country of Russia Bangladesh Brazil now if you noticed the country really didn’t change because the rank stayed the exact same that’s because there’s an order of importance here and it starts with the very first one if we change this around and we look at this one and put a com right here now the country is going to to be descended and the rank would come second so it’s not going the rank isn’t going to really have any effect here so now we have the country United States Russia Pakistan and the rank really didn’t get ordered at all now if we want to see how that can actually work let’s do continent right here and actually put it right here and do country here so if we run this it’s first going to come and it’s going to organize or sort the continent then it’s going to come back and go to the country and then it’s going to sort the country so keep so keep your eye right here in this Asia area because we’re going to sort this differently than ascending so we have ascending false and that applies to both of these it’s false and false but we can specify which one we want to do we can do a false here and a true here so we’ll do false comma true and what this is going to do is it’s going to say false for the continent so the continent right here is going to stay the exact same and so that is a lot of how you can filter and order your data within pandas hello everybody today we’re going to be looking at indexing in pandas if you remember from previous videos the index is an object that stores the access labels for all pandas objects the index in a data frame is extremely useful because it’s customizable and you can also search and filter based off of that index in this video we’re going to talk all about indexing how you can change the index and customize that as well as how you can search and filter on that index and then we’re also going to be looking at something a little bit more advanced called multi indexing and you won’t always use it but it’s really good to know in case you come across a data frame that has that in it so let’s get started by importing pandas import pandas as PD now we’ll get our first data frame we’ll say DF is equal to pd. read CSV and I’ve already copied this but we’re going to do R and we’re going to put this file path so I have this world population CSV I will have that in the description just like I do in all of my other videos let’s run DF and let’s take a look at this data frame so we have a lot of information here we have rank country continent population as well as the default index from zero all the way up to 233 now if you haven’t watched any of my previous videos on pandas the index is pretty important and it’s basically just a number or a label for each row it doesn’t even necessarily have to be a unique number um you can create or add an index yourself if you want to and it doesn’t have to be unique but it it really should be unique uh especially if you want to use it appropriately for what we’re doing the country is actually going to be a pretty great index because the country you know is going to be all unique because we’re looking at every single row as a different um country as well as the population so let’s go ahead and create this country or add this country as our index now we can do this in a lot of different ways but the first way that you can do this if you already know what you are going to create that index on is we can just go right in here when we’re reading in this file and we’ll say comma index underscore oops I spelled that completely wrong index underscore column and we’ll say that is equal to and then we’re going to say quote country so we’re taking this country and we’re going to assign it as the index now let’s read this in and as you can see this is our index now it looks a little bit different we didn’t have this country header right here which is specifying that this is still the country but you can you can tell that this is the index based off the um bold letters as well as it being on the far left and all the regular columns for the data is over here while the country header is right here and it’s lower than all the others just a quick way that you can see that that is the index now before we move on I want to show you some other ways that you can do this as well but I’m going to show you how to reverse this index before we move on and we’ll say data frame so we had our data frame right here so we have data frame dot we’ll say reset unor index and then we’ll say in place is equal to True which means we don’t have to assign this to another variable and all that stuff it’ll just be true so now when we run that data frame again the index was reset to the default numbers so now let’s go down here and I’ll show you how to do this in a different way you can do DF do we’ll say setor index and then we’ll just say country so very similar to when we were reading in that file and we said set the index or that index column we said index column equals country if we do this and we run it in it works but if we say data frame right down here it’s not going to save that if we want to save it just like we did above we’re going to say in place is equal to true that is going to save it to where we don’t have to assign it another variable so now when we run this the data frame right here which is going to populate this the data frame is going to say in place is equal to true so that country will now be our index again let’s run this and there we go really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to pandas courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about everything you need to know about pandas so huge shout out to you me for sponsoring this Panda series and let’s get back to the video now what’s really great about this index is we’re able to search based off just this index and so we can filter on it and and basically look through our data with it and there are two different ways that you can do that at least this is a very common way that people who use pandas will do to kind of search through that index the first one is called lock and there’s lock and iock that stands for location or integer location let’s look at lock first let’s say DF do loock and then we’ll do a bracket now we’re able to specify the actual string the label so let’s go right up here and let’s say Albania so we’ll say Albania so again this is just looking at the location let’s run this now it’s going to bring up all the Albania data just like here where it’s kind of looks like a colum in a column and we can get this exact same data but using iock right here and when we ran lock we were searching based off Albania which is in the 0 one position so if we actually pull the one position for that integer the ilock we can look at the one position and this should give us the exact same data now let’s take a look at multi- indexing and we’ll come back to a little bit of this in a second so multi- indexing is creating multiple indexes we’re not just going to create the country as the index now we’re going to add an additional index on top of that so let’s pull up our data frame right now we have the country but let’s do dot reset index and we’ll say in place equals true oops oops let’s run it so now we have our data frame now let’s set our index but this time when we set our index we’re going to add the country as the index as well as the continent as an index so we’ll say data frame. setor index then we’ll do a parenthesis and instead of just doing country like we did before we’re going to create a list oops and we’ll do it like that and then we’ll say oops continent and separate by a comma so we have continent and country let’s just say in place is equal to true now when we run this we’re going to have two indexes let’s see what this looks like and let’s run this so now we have country as well as continent as our index now you may notice that these indexes are repeating themselves on this continent index we have Europe right here and Europe right here as well as Asia and Asia and it looks a little bit funky but we are able to sort these values and make they look a lot better so let’s go ahead and try this we’ll do DF do sortore index and when we run this it should sort our index alphabetically and we can also look in here and see what kind of things we can you know specify we can specify the axis but it’s automatically going to be looking at the zero this is zero and this is one so we have two axes within our data frame you choose the level whether it’s ascending or not ascending in place kind string sort remaining all of these different things the only one that I really you know think is worth looking at is the ascending we already know some of these other ones but if we look at ascending let’s run it now it’s sorted these and so now it’s kind of grouped together so we have Africa and all the African ones as well as South America and all the South American ones let’s really quickly say pd. setor option and we’ll say display. max. columns and just like this let’s run it and I need to specify whoops specify right here let’s see how many rows we have 235 so let’s do 235 let’s run this and now when we run this you can see that Africa is all grouped together and all the countries are in alphabetical order under it and then we go all the way down to Asia and again just all in alphabetical order if we wanted to we could say ascending equals true and then when we run this Oh meant to say false and then when we run this it’s the exact opposite so it starts with South America the last one and then goes in reverse alphabetical order we could also say false make it a list and do comma true and just like this and then it would sort this First Column as false and this next column as true so you can really customize it but you know for what we’re doing we don’t need any of that we just need to be able to see this right here so now when we try to search by our index like we did before we did data frame. Loke now when we did that and we said you know let’s say Angola when we specified Angola it’s not going to work properly because it’s searching in this first index for the first string that we have we can search Africa and let’s search for Africa and now we have all of the African countries and if we want to specify to Angola we can also go down another level oops by doing angle Angola and now we have what we were looking at before where we’re calling all the data within those but we couldn’t do it just based off Africa because we had an additional Index right here here so once we called both indexes now we get this view but let’s look at that I look really quick when we run this let’s just say one because right up here oh we have Angola zero and then one so you think it may pull up Angola let’s go ahead and run this and it’s still pulling up Albania let’s go right up here if you remember when we didn’t have the multiple indexes it was pulling up Albania the difference when you’re doing these multi- indexes is that the L is able to specify this whereas this one does not go based off that multi- indexing it’s going to go based off the initial index or the integer based index so that’s a lot about indexing in pandas we’ll cover even a few more things in future videos as we get more and more into pandas but this is a lot of what indexing looks like within pandas and again super important to learn how to do and know how to do because it’s a pretty important building block as we go through this Panda series hello everybody today we’re going to be taking look at the group by function and aggregating within pandas Group by is going to group together the values in a column and display them all on the same row and this allows you to perform aggregate functions on those groupings so let’s start reading in our data and take a look so we’re going to do import pandas as PD and then we’re going to say our data frame is equal equal to and we’ll say pd. read CSV we’ll do an open parenthesis R and our file path and we’re going to be looking at the flavors CSV right here so right here we have our flavor of ice cream we have our base flavor whether it was vanilla or chocolate whether I liked it or not the flavor rating texture rating and its overall or its total rating now these are all my own personal scores so you know I’ve spent years researching this so these are all very accurate but this should be a low stress environment to learn Group by and the aggregate functions so the first thing that we can do is look at our group by now you can’t Group by well you can you can Group by flavor but as you can see these are all unique values what we need is something that has duplicate values or or similar values on different rows that’ll group together so this base flavor is actually a perfect one to group it on and we’ll do that by saying DF do group by do an open parenthesis and we’ll just specify base flavor and this will then group together those values and I need to make sure I can spell properly this will group those flavors together so let’s run this and as you can see it actually is its own object so it has a group by data frame Group by object so now that we’ve grouped them let’s give it a variable so we’ll say group underscore byor frame let’s say that’s equal to Let’s copy this we’ll run it and now what we need to do is run our aggregations in order to get an output so we’re going to say mean and that’s all we’re going to put just for now just to get an output that we can take a look off and then we’ll build from there so let’s go ahead and run this and right here we have our base flavor which is now saying is the index of chocolate or vanilla and then it’s taking the mean or the average of all all the columns that have integers notice that it did not take the liked column and it did not take the flavor column because those are strings and they cannot aggregate those and we’ll take a look at that later but it took all the values that have integers and then it gave us the average of those ratings really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to pandas courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about every everything you need to know about pandas so huge shout out to UD me for sponsoring this Panda series and let’s get back to the video so right off the bat as averages with chocolate I have a much higher rating overall than the ones with vanilla bases now we can actually combine all of this together into one line and we can do something like this so we’ll say DF do groupby and we’ll say mean just like this and this will actually run it before we didn’t have any aggregating function on there so didn’t run but now that we combine it all into one it will run properly now there are a lot of different aggregate functions but I’m going to show you some of the most popular ones or the most common ones that you will see so let’s copy this right here so we can do dot count and when we run this we can look at the count and this will show us the actual count of the rows that were aggregated so for chocolate we had three so there going to be three all the way across and for vanilla we had six so we’re looking at a higher count of vanilla which if you’re comparing it to this mean up here that could be a big skew towards the chocolate because if you have one or two good chocolates it could really pull the numbers up whereas if you had two good vanillas but all the other ones were bad it pulls that average down so knowing the count of something is really good let’s take a look at the next one and we can do Min and Max and I’ll just run these really quickly we can do Min and when we run this the first thing that you should notice is that it now has a flavor and a liked column and that’s because Min and Max will actually look at the first letter in the string or the first set of letters if there are um you know chocolate something it’ll look at the first and then it’ll actually populate it so chocolate with the CH chocolate is the very first or the minimum value for that string and for a cake batter that is the minimum value in vanilla as well now with the liked it’s interesting because apparently I liked all the chocolate ones I’m going to go take a look so chocolate I liked chocolate I liked chocolate I like so there is no no option in this liked column so yes was the only option and now let’s look at Max whoops and it should do the exact opposite which is going to take the highest value even if it’s a string so Rocky Road the letter R comes later in the alphabet so that’s what it’s looking at and so does vanilla and then we have yes as well and then of course right here it’s taking the max value so before when we were looking at Min I just focused on those but it still does the exact same thing to these integer um columns as well so for the max value for vanilla it was mint chocolate chip that was our base so I had a rating of 10 for this vanilla row or grouping and then we can also look at the sum and there are all the sums for these and again it only does integer because we can’t add the strings here are the sum or the total values for all of them and for the total values since we had you know six rows that were grouping into this vanilla we now have a lot or much higher score for vanilla now that’s a really simple way to do your aggregations but there is actually an aggregation function and let’s take a look at this because this is um a little bit more complex although when I write it out or show you hopefully it makes a lot of sense we can do a so this is our aggregate function and what we need to pass into our aggregate function is actually a dictionary so let’s do an open parenthesis and we’re going to do a squiggly bracket and then we need to specify what we’re going to be aggregating on or what column so let’s do this flavor rating let’s copy this we’ll do flavor rating and I need to put that as a string and then we’ll do a colon and now we can specify what aggregate functions we want so we’ve done sum count mean Min and Max all of those and we can actually put all of those into here and perform all of those aggregations on just one column so let’s make a list and then let’s say mean Max count and uh what’s another one sum so let’s do all four of those only on this flavor rating column and when we run this we have our base flavor right here chocolate and vanilla but now we don’t have multiple columns we have one column with multiple Columns of our aggregations and it is possible to pass in multiple Colum like that so we’ll do texture rating and we’ll just come right here and do a comma then we’ll say uh uh texture rating and then a colon I don’t know why I spelled it out when I copied it but I did and then we’ll do the exact same ones and now when we run it we’re getting the exact same columns mean Max count and sum for flavor rating then mean Max count and sum for our texture rating now so far we’ve only grouped grouped on one column but we can actually group on multiple columns let’s go back up here to our data and I should have just copy this down here let’s go back down and just look at this so really we only grouped it on this base flavor but you can do multiple groupings or group by multiple columns so let’s do our base flavor which we did already as well as the liked column so we’re going to say DF do group by then we’ll do an open parentheses and then instead of just passing through one string we’re going to do a list and we’ll say base flavor oops comma and then we’ll do liked so now when it groups this it should put two groupings and let’s run this and just see oops I got to say let’s just do mean so now we have our chocolate and a vanilla and remember chocolate only had yes so that’s the only one that it’s going to group on but vanilla had a no and a yes so if we look at the vanilla we have our base flavor vanilla and then within liked we have no and a yes which can show us that within our vanilla when we group on these our NOS were really low but our yeses were really high we actually had a pretty similar rating or very close to the same rating as the ones we really liked in chocolate and just like we did above we can take this doag and I’m going to copy this and it’ll perform it on each of those rows let me close that and what did I do wrong oh I need the squiggly bracket and it’ll show us each of those so the mean Max count and sum for all of the chocolate and vanilla as well as the groupings of light yes and no now after we’ve looked at all that and that’s how I usually do it there is one uh shortcut function that can give you some of these things just really quickly and so let’s go back up here and take this it’s just called describe um and if you’ve ever done it it’s just going to give you some highlevel overview of some of those different aggregations so let’s run this and it’s going to give us our chocolate and vanilla and within each column it’s going to give us our count our mean our standard deviation I believe is what that is our minimum 25% 50 75 and 100 which is our Max then our count and our mean so a lot of those aggregate functions but the describe is you know a very generalized um function we can’t get as specific as we were with the previous ones that we were looking at but I just wanted to throw this out there in case this is something that you’d be interested in because it you know technically is showing a lot of those aggregate functions just you know all at one time hello everybody today we’re going to be talking about merging joining and concatenating data frames in pandas this whole video is basically around being able to combine two separate data frames together into one data frame these are really important to understand when we’re actually using the merge and the join right here we have what’s called an inner join and the Shaded part is what’s going to be returned it’s only the things that are in both the left and the right data frames then we have an outer join or a full outer join and this will take all the data from the left data frame and the right data frame and everything that is similar so basically it just takes everything we also have a left join which is going to take everything from the left and then if there’s anything that’s similar it’ll also include that and then the exact opposite of that is the right join which is going to give us everything from the right data frame and it’s going to give us everything that is similar but it’s not going to give us anything that is just unique to the left data frame so this is just for reference because in a little bit when we start merging these these become very important so I just wanted to kind of show you how that works visually so let’s get started by pulling in our files so first we’re going to say import and is aspd we’ll run this and then we’ll say data frame one and we’ll also have a data frame two and these are the different data frames the left and the right data frame that we’ll be using to join merge and concatenate so we’ll say data frame one is equal to pd. CSV read and we’ll do R and here is our file path so we have this lr. CSV that’s our Lord of the Rings CSV and let’s call that really quickly so we can see what’s in there and I’m having a dyslexic moment uh because it’s supposed to be read CSV uh I apologize for that but this is our data frame this is our data frame one we have three columns it’s their Fellowship ID 101 2 3 and four their first name froto Sam wiise gandal and Pippen and their skills hide and gardening spells and fireworks so this is our very first data frame that we’re going to be working with let’s go down a little bit let’s pull this down here and we’re just going to say data Frame 2 Data frame two and this is the Lord of the Rings 2 so let’s pull this one in now as you can see it’s very similar we have Fellowship ID 1 2 6 7 8 so we have three different IDs here we don’t have six seven and eight in this upper this First Data frame we also have the first name so froto and Sam or Sam wise are in the very first and the second data frame but now we have three new people barir Eland and legalis and now we have this age column which again is unique to just this second data frame first one that I want to look at is merge and I want to look at merge first because I think this one is the most important I use this one more than any of the ones that we’re going to talk about today the merge is just like the joins that we were just looking at the outer the inner the left and the right and there’s also one called cross and I’ll show you that one although if I’m being honest I don’t really use that one that much but it’s worth showing just in case you come into a scenario where you do want to do that so let’s go right down here and I want to be able to see these while we do it so we’re going to say data frame one and when we specify data frame frame one as the very first data frame when we say data frame. merge this is automatically going to be our left data frame then if we do our parenthesis right here and we say data Frame 2 this is our right data frame and let’s see what happens when we do this so what it’s going to do and this we didn’t specify this it’s just a default it’s going to do an inner join so it’s only going to give us an output where specific values or the keys are the same now you can’t see this but what is happening is is it’s taking this Fellowship ID and saying I have 101 here a 102 here this is the exact same as up here with this Fellowship ID and fellowship ID of 101 and 2 but when we look at 13 and 4 those aren’t in this right data frame and 678 is not in this left data frame so the only ones that match are this 101 and2 and that’s why they get pulled in down here but because we didn’t explicit itely say here’s what I want to join or merge between these two data frames it actually is looking at the fellowship ID and the first name so it’s taking in these unique values of froto and Sam wise which are the same in both which is why I pulled it over but really quickly let’s just check and make sure that we did it on the inner join because again we didn’t specify anything that was just the default so we’re going to say how is equal to and then we’ll say enter and if we run this it’s going to be the exact same because again the inner is the default but now just to show you how it’s kind of joining these two uh data frames together I’m going to say on is equal to and then I’m only going to put Fellowship ID so let’s run this now the first thing that you may have noticed is this first name undor X and this first name uncore Y what the merge does as kind of a default is when you are only joining on a fellowship ID we have this right data frame with fellow ship ID the left data frame with the fellowship ID if you’re just joining on these and you’re not joining on the first name and the first name then it’s going to separate those into an underscore X and an underscore Y and even though they have the exact same values since we are not merging on that column it automatically separates that into two separate columns so we can see the values within each of those columns if we went into this on and we make a list and let’s do it like that and we say comma and then we write first name oops first name and then we run this it’s going to look exactly like it did before again it automatically pulled in both of these columns when it was merging at the first time even though we didn’t write anything but if we actually write this it’s doing exactly what it was doing when we just had df2 we’re just now writing it out now there are other arguments that we can pass into this merge function let’s hit shift Tab and let’s scroll down here So within this merge function we have a lot of different arguments you can pass into it first we have this right which is the right data frame which is this data frame two then we have the how and the on which we’ve already shown how to do there’s a left on right on left Index right index not something you’ll probably use that much but you definitely can if you want to look into that and there’s all these doc strings which show you exactly how to use all of these so if you’re interested in looking at the left and the right and the left index it’s all in here but one that is really good is the sort and you can sort it saying either it’s false or true then we have these suffixes now if you remember when we took these out what it automatically did was it put in these underscore X andore Y you can customize that and you can put in whatever you’d like instead of the underscore X andore Y you can put in some custom um string for that we also have an indicator and a validates again all things that you can go in here and look at I’m just going to show you the stuff that I use the most so these things right here are things that I definitely use the most so now that we’ve looked at the inner join let’s copy this right down here and let’s look at the outer join and these get a little bit more tricky I think the inner join is probably the easiest one to understand let’s look at the outer this spelled o u t r i I don’t know why I always want to say o u t t r but let’s run this and see what we get so now this looks quite different the inner join only gave us the values that are the exact same this one is going to give us all of the values regardless of if they are the same so we have 1 2 3 4 six seven and eight so let’s scroll back up here so we have 1 2 3 4 1 2 and 6 7 and 8 so we don’t have a 105 and then if you notice in this data frame right here if the value doesn’t have so if we can’t join on the fellowship ID or the first name like legalis wasn’t one that we joined on or that has a similar value in the left data frame it just gives us an Nan which is not a number and it’s going to do that for any value where it couldn’t find that join or it couldn’t match uh something within that either ID or first name so in age we also have that for the ones that weren’t in the right data frame we only had 101 and 102 so we’ll have the age for both Frodo and Sam but for Gandalf and Pippen we don’t have their corresonding IDs and so it’s just going to be blank for Gandalf and Pippen and you can see that right here so again outer joins are kind of the opposite of inner joins they’re going to return everything from both if there is overlapping data it won’t be duplicated now let’s go on to the left join and I’m going to pull this down right here and now we’re just going to say how is equal to left and let’s run this so what this is going to do is it’s going to take everything from from the left table or the left data frame right here so everything from data frame one then if there is any overlap it’ll also pull the overlapped or the you know whatever we’re able to merge on from data frame two so let’s go back up to our data frame one and two so it’s going to pull everything from this left data frame because we’re specifying we’re doing a left join so everything from the left data frame will be in there we’re also going to try to bring in everything from the right but only if it matches or or is able to merge so just this information right here will come over we weren’t able to join on 1006 1007 or 1008 so really none of that information is going to come over so let’s go down and check on this so again we have 1 2 3 4 all of the data with this first name and skills everything is in here but then we are trying to bring over the age but we only have matches with 1,1 and 10002 so only these two values will come in let’s look at the right join CU it’s basically the exact opposite let’s look at the right and this is basically the exact opposite of the left in the fact that now we’re only looking at the right hand and then if there’s something that matches in data frame one then we will pull that in so this is basically just looking like data Frame 2 except we’re pulling in that skills column and since only 1 And1 and 102 are the same that’s why the skills values are here now those are the main types of merges that I will use when I’m using a data frame or when I’m trying to merge a data frame but there also is one called a cross or a cross join uh and let’s look at this one and this one is quite a bit different here we go let’s run this so this one is different in that it takes each value from the left data frame and Compares it to each value in the right data frame so for froto in this left data frame it looks at the froto in the right data frame Sam wise in the right data frame legalis elron and baromir all in the right data frame then it goes to the next value Sam wise does the exact same thing Roto Sam wise legalis Elon baromir and it does that for every single value so let’s go right back up here so it’s taking this this 101 it’s comparing it to 1 2 3 4 5 then it’s taking Sam Wise It’s comparing it to one two 3 4 five Gandalf 1 two 3 four five Pippen and then you kind of see that pattern and that’s what a cross join is um there are very few in my opinion reasons for a cross join although you’ll if you ever do like an interview where you’re being interviewed on python you will sometimes be asked on Cross joins but there aren’t a lot of instances in actual work where you really use or need a cross join now let’s take a look at joins and joins are pretty similar to the merge function and it can do a lot of the same thing except in my opinion the join function isn’t as easily understood as the merge function it’s a little bit more complicated um but let’s take a look and see how we can join together these data frames using the join function so let’s go right up here we’re going to say data frame one. join and then we’ll do data Frame 2 very similar to how we did it before and let’s try running this and it’s not going to work um when we did the merge function it had a lot of defaults for us let’s go down and see what this error is it says the columns overlap but no suffix was specified so it’s telling us that it’s trying to use the fellowship ID and the first name just like the join did except it’s not able to distinguish which is which and so we need to go in there and kind of help it out a little bit again a little bit more Hands-On than the merge let’s see what we can do to make this work let’s do comma and we’ll say on and let’s really quickly let’s open this up and kind of see what we have so this one has less options than the merge does we have other and that’s our other data frame we can do on and we’re going to specify you know what column do we want to join on and then we can look at how do we want it to be a left an inner and outer the same kind of types of joins as the merge then we have that left suffix right suffix and that’s right here is kind of part of the issue that we were just facing is that those columns are the same but if we say left suffix it’ll give us an underscore whatever we want to specify any string four columns that are both in the left and the right we can give it a unique name so it we’ll no longer have that issue and then we can also sort it like we did on the other one but anyways let’s go back to our on we’ll say on is equal to and then we’ll say Fellowship ID let’s try running this and we’re still getting an error it’s just not as simple as the merge so let’s keep going so now let’s specify the type so we’ll say how is equal to and we’ll do an outer and if we run this it still doesn’t work we’re still getting the exact same issue as the left suffix and the right suffix so now let’s finally resolve it I just wanted to show you how a little bit more frustrating it was but now let’s say uh L suffix is equal to and now it automatically when we did the merge did an underscore X but we can do let’s do underscore left and then we can do a comma we’ll do right suffix and we’ll say it’s equal to and we’ll do underscore right now when we run this it should work properly let’s run this so this is our output and obviously looks quite a bit different over here we have this Fellowship ID then we also have Fellowship ID left first name left Fellowship ID right and first name right so it just doesn’t look right now something I didn’t specify when I first started this because I kind of wanted to show you is that the join usually is better for when you’re working with indexes before when we were using the merge We Were Us using the column names and that worked really well and it was pretty easy to do but as you can see right here when we’re trying to use these column names it’s not working exceptionally well let’s go ahead and create our index and then I can show you how this actually works and how it works a little bit better when we’re working with just the index although you can get it to work just the same as the merge it’s just a lot more work so let’s go right down here and let’s go and say df4 so we’ll create a new data frame we’ll say df1 do set _ index and we’ll do an open parenthesis and we’ll say we want to do this index on the fellowship ID and then we’re going to do the join so now we’re going to say join so we’re setting an index so we’re setting that index on the fellowship ID now we’re going to join it on df2 do setor index and then we’re also going to do that on the fellowship ID and I’ll just copy this oh jeez I hate it when I do that okay now we also want to do and specify the left and the right index so I’ll just copy this as we do need to specify this now let’s try running the data frame four so really quickly just to recap we were setting the indexes we were doing the same thing above right we have this join we were joining data frame one with data Frame 2 now we’re joining data frame one with data frame two except in both instances we’re setting the index as Fellowship ID so we’re joining now on that index so now let’s run this and this should look a lot more similar to the merge than the join that we did above except now the fellowship ID right here is actually an index so it’s just a little bit different but we can still go in here and do how is equal to Outer oops let’s say outer so we can still specify our different types of joins or the different way that we can merge or join these data frames together we can still specify that again it’s just a little bit different and that’s why for most instances I’m using that merge function because it’s just a little bit more seamless little bit more intuitive the join function can still get the job done but as you can see it takes a little bit more work now let’s look at concatenate concatenating data frames can be really useful and the distinction between a merge and join versus the concatenate is that the concatenate is kind of like putting one data frame on top of the other rather than putting one data frame next to one another which is like the merge and the join so concatenating them is just a little bit different in how it’ll operate but let’s actually write this out and see how this looks let’s go up here and we’ll say pd. concat we’ll do an open parenthesis and then we’re going to concatenate data frame one comma data Frame 2 that’s all we have to write and let’s run this and so just like I said it literally took the First Data frame 1 2 3 4 and put it on top of the right data frame 1 2 6 7 8 so that is our left data frame this is our right data frame and they’re literally just sitting one on top of the other but just like when we merge either with a left or a right when you have these skills and there aren’t any values that populate for them it is going to say not a number and since we’re not actually joining we’re not joining on one and two even though this one and this one is the same rows it’s not populating that value because again we’re not joining these together we’re just concatenating and putting one on top of the other now if we go into this concat we say shift tab there are a lot of different things that we can do which if you remember the zero axis is the left-and index and the axis of one is the top index which is the columns so you can specify that and we can also do joins and this is the one that I’m going to take a look at but there are other ones that you can um look into as well but let’s look at join let’s do comma and we’ll say join is equal to and let’s do an inner join so let’s see what happens with this as you can see it is only taking the columns that are the same that’s what this inner is doing it’s joining these columns together and the ones that were different they didn’t take because again we weren’t able to combine them they aren’t similar between both data frames Let’s do an outer and now it’s going to take all of them and like I said that’s doing this on these colums right here but we can also do it on this axis as well so let’s go ahead and say a is equal to 1 and when we run this now it’s joining us on this Index right here of 0 1 2 3 4 so now these ones are being joined together and it’s putting it side by side much like a merge would so that’s how concatenate works and I’m going to show you one more thing and again it’s not up here in this you know title because it’s not one that I recommend but is one called append the append function is used to append rows from one data frame to the end of another data frame and then we can return that new data frame and so let’s do data frame 1. append do an open parenthesis and we’ll say data Frame 2 very similar to how we’ve been doing other things and let’s run this and as you can see this is almost exactly like how the concatenate did when we first did it but if we read kind of this warning it’s saying the frame. append method is deprecated and will be removed from pandas in the future version use pandas do canat instead so it’s literally warning us you know a pend is on its way out if you want to do exactly what you’re doing right here go and try concat or concatenate because that’ll do the exact same thing so I’m not really going to show you any other variations of a pend because there’s no reason it’s going to be on its way out in the next version so that is our video on merge join and concatenate and aend as well uh in pandas and I hope that that was helpful I hope that you learned something I mean this stuff is really important because often times you’re not just working with one CSV or one Json or one text file you’re working with multiple of them and you need to combine them all into one data frame and so this is a really really important concept and thing to understand hello everybody today we’re going to be building visualizations in pandas in this video we’ll look at how we can build visualizations like line plots Scatter Plots bar charts histograms and more I’ll also show you some of the ways that you can customize these visualizations to make them just a little bit better with that being said let’s go right over here start importing our libraries and we’ll start with importing pandas SPD and this one is really all you need to actually create the visualizations in pandas but we may get a little bit crazy uh and so we’re going to do a few different ones as well like import numpy as NP and then we’re going to do import matplot li. pyplot as PLT now I may or may not use this I just you know when I get into visualizations I may want to change some different things so we’re going to at least have them here in case we do want to use them let’s go ahead and run this so now let’s our data set that we’re going to be using so let’s say data frames equal to pd. read CSV and let’s get this in right here now we’re going to be doing these ice cream ratings let’s take a look at this really quickly now these values are completely randomly generated they are not real in any way um but that’s what we’re going to be using because I just wanted something kind of generic something that wouldn’t be too crazy confusing just something that we could use and you guys can understand that there’re just numerical values vales but let’s also set that index really quick so we’ll say data frame. setor index and then we’ll say date and then we’ll say that’s equal to the data frame and we have this date column right here as our index so we have uh January 1st second third fourth and then we have our ratings right here and again these are all just integers and they’re pretty easy or really easy to demonstrate how you can visualize these so that’s why we’re using it today so the way that we visualize something in pandas is use something called plot so let’s just take our data frame we’ll do data frame. plot and we’ll do our parentheses now let’s go in here really quickly let’s hit shift Tab and this is going to come up and this is pretty important because this kind of is going to tell us what we can do within this plot and unfortunately there isn’t like a quick overview we just have this dock string but we have our parameters right here these are what we can pass in to kind of customize our visualization so the data is going to be our data frame then we have our X and Y labels we can specify the kind and this one’s important because we can specify what kind of visualization do we want we can do a line plot horizontal a vertical bar plot histogram box plot and then a few others including area Pi density all these other things we can also specify if we want it to be a subplot and a lot of these things that I’m specifying you know I’m going to show you how to do you can use uh different indexes you can add titles add grids Legends Styles all these different things I mean you can go through here because there are a lot but you can specify and you know customize all of these things we won’t be going into all of them but I will show you some of the ones that I probably use the most and that I think are the most useful to know right away so let’s get out of here and we’re just going to do DF do plot and when we run this we’ll get this right here and that was super super easy created a line plot by literally doing just about nothing um but by by default it’s going to give us a line plot so if we come up here we say kind and let me get that out of the way is equal to line and we run this so by default without us actually having to input anything it’s giving us that line plot as a default so uh we can specify it’s a line plot as you can see we already have all of our data right here we didn’t have to specify anything it kind of automatically took it in it is visualizing all three of these columns and it has this little um Legend right here and we can specify where we want that uh there is an argument to be able to do that it also gave us these tick marks of 2 4 6 8 10 again it read in and it said it’s only going from 0.0 to 1.0 that is kind of the peak and so it kind of automatically gave us these ticks for us again that’s another thing that you can specify we can make it go up to 2 5 10 1,000 whatever you want it to be and then we’re doing this based off of this date value right here here really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to pandas courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about everything you need to know about pandas so huge shout out to you me for sponsoring this Panda series and let’s get back to the video if we wanted to break these out by the actual column we could go in here and say subplot is equal to true and it’s actually subplots whoops and now we can run that and then we can see each of those columns being broken out by themselves instead of them all being in one visualization it’s now uh three separate visualizations now let’s go right over here we’re going to get rid of the subplots I want to show you just some of the different arguments that you can use to make this look nice uh because I don’t want to do this on every single visualization I just want to show you what you can do so we have this one right here we can add a title notice there’s no title or anything really telling us what is so we can say comma idle and we’ll say ice cream ratings if we run this we now have this nice title right here now we can also customize the labels or the titles for the X and Y AIS it automatically took this date which is right here this is our date index it automatically took that for us but we can customize that if we’d like to all we have to do is comma and then we’ll say x label is equal to and so our X is the this date one right here and we can say daily rating and then we can do the Y label we’ll say y label is equal to and for this one we can say scores hope you cannot hear my dog in the background cuz they’re being insane uh but let’s go ahead and run this and now we have these daily ratings on the x- axis and on the Y AIS we have scores now let’s go right down here and start taking a look at our next kind of visualization which is going to be a bar plot so we’ll do DF do plot we’ll do kind is equal to and for this one we’re going to say bar now this is what your typical bar plot will look like and a lot of the arguments that we just did on the line plot you can also apply to this bar plot something that’s unique to the barplot is that you can also make it a stacked bar plot all we have to do is go in here we’ll say comma and we’ll say stacked is equal to true so now let going to make it a stacked bar chart instead of just you know your regular bar chart let’s go ahead and run this and as you can see this is now stacked on top of one another with each of these columns all representing the values that they have now we don’t always have to do every single column we can also specify the column that we want so let’s take the flavor rating for example we could do flavor oops flavor rating good night flavor rating and then it’s only going to take in that flavor rating column and if you notice we don’t have a legend that’s only when you have multiple values which we are only looking at this one column so all the values are right here now in this bar chart it automatically defaults to a vertical bar chart but you can change it to a horizontal bar chart let’s go ahead and take a look at how to do that bring back all of them we’ll do DF do plot Dot and then we’ll say barh and I don’t know if I can keep in that kind equals bar let me run this yeah I need to get rid of that because the bar. H is its own um this is its own function so now I’m going to run this it should just have a stacked bar chart except now it should be horizontal so now you can see this worked properly it’s basically the exact same thing as a vertical bar chart just now horizontal which may look better especially depending on if you have values like this or you know something else that just looks better being horizontal now the next one that we’re going to take a look at is the scatter plot so we’re going to say DF do plot. scatter and if we run this we’re going to get an error what we need in order to run this properly is we need to specify the X and the Y AIS in order for this scatter plot to work so let’s go here and we’ll say x is equal to and we can take any of our columns that we have up here so we’ll say x is equal to texture rating and then oops Y is equal to we’ll do overall rating now when we run this it should work properly let’s go ahead and take a look now if we go in here and we do shift tab we can also see some other things that we can specify so let’s go right down here so we have our X and we have our Y and those are the ones that we just did we can also pass through an S which is going to tell us or or change the size of the actual dots right here in our scatter plot then we can also do a c which is the color of each point let’s start with the S let’s say s is equal to and let’s just do 100 let’s see what that looks like so we have a much larger number let’s do 500 and see what that looks like so we can make these much larger on our visualization depending on what you’re looking for we can also look at the color let’s put comma C so for color we can say color is equal to and let’s do uh yellow let’s see if this works so now we’ve changed it to Yellow that looks absolutely terrible but it does work now let’s move on to the histogram histogram is always a good one it’s very similar to something like a bar chart but what’s great about a histogram is you can specify the bins um so let’s go ahead and say DF dolot doist then we’ll do an open parenthesis and let’s go ahead and hit shift tab in here take a look at this one as well so some of our parameters are the actual columns or the data frames that we want to pull in we can choose the bins and they have a default default of 10 in here and so let’s take a look at how this works so we’ll just run this as it is so this is by default what this histogram is going to look like let’s go ahead and specify our bins we’ll just say it was 10 by default let’s just do 20 see what that looks like so there are smaller columns right off the bat and remember histograms are really good for showing distribution of variables you know that’s really what a histogram is for but of course since these are completely random numbers this histogram isn’t going to make any sense at all but you can at least kind of see visually how it works and if I didn’t mention it before which I should have the bins represent how many kind of tick marks are down here so if we just do one it’s only going to be one very large uh you know histogram we could even go further down from 10 and do five so now there’s only one 2 3 four five so the distribution gets smaller and things get more compact as you spread it out again like we did 100 it’s going to spread it out a lot um and this is what it shows you know it’s showing the distribution of those bins across however many you want so the 10 by default you know it usually is pretty good for a lot of different things now let’s go down here and look at the box plot and the box plot is a pretty interesting one let’s go ahead and visualize it really quickly and then I’ll kind of explain how this one works let’s do DF dobox plot that’s r on this and really what we’re looking at is some different markers within our data this line right here is the minimum value within that column we also have the bottom of the box which is the 25th percentile of all the values within just this column this is 50% then we have 75% and then up here we have our maximum value so I can take a glance at this and see that we have a low minimum a high maximum and it definitely skews towards the lower range whereas if I look over here we have a lower minimum and a higher maximum and you can see that this medium point is at 6 versus 04 over here so this skews a lot higher now let’s go down here and take a look at an area plot we’ll do DF do plot. area and let’s just run this this is what we’re going to get by default now something I wanted to show you earlier I just haven’t gotten around to I want to show you something called Figure size or fig size um so for this it’s know it’s just looks small looks a little bit cramped let’s say we want increase the size of this and we’ll say fig size oops fig size is equal to and let’s just do a parentheses and say 10 comma 5 that should be pretty large this is going to make it a lot larger just something I wanted to throw in there I look at these area charts as pretty similar to like a line chart if we went and compared those be pretty similar um but they’re different visually and you know you absolutely can use these for different types of visualizations but I don’t use this one a lot if I’m being honest that’s why why it’s kind of towards the end of the video but you definitely can do it let’s go on to our very last one of the video that’s going to be the beautiful pie chart let’s say DF plot.py do an open parenthesis and let’s run it we’re going to get this error that’s because we need to specify what column we’re working with here so let’s just say the Y and that’s what we need me open this up for us right here we have our Y and this is our our label or our column that we’re going to plot that’s really all we need so we can just say Y is equal to flavor rating oops flavor rating let’s run this now we get this visualization right here let’s make this one a little bit bigger big size is equal to 10 comma 6 now it’s a little bit bigger it definitely depends so this Legend is going to autop populate you know you can make this as big as you want and obviously it’s going to look a little bit better if you do it larger and these colors autop populate now you can customize these colors although I found these ones to be just when you have a lot of them it’s harder to customize them as easily but you know definitely look into it these are things that everything in here is almost something that you can customize in some way although it does get a little bit tricky you definitely have to do some research and some Googling around just to kind of figure out how to do those things now one last thing that I wanted to show and something you know I could have probably done at the beginning um is you can actually change what visual this is and we can do that pretty easily within mpot lib there are different styles um and so let’s go right here let’s add a new row a new cell and we’ll say print and we’ll do PLT so that’s that map plot lib right here we’ll do PLT do style. available and what this is going to do whoops what this is going to do is show us all these different types of uh stylings that you can do to kind of change up this visualization then once we find the one that we like we’ll just do PLT do style. use and then in the parenthesis we’ll just specify which one we want now there’s all these Seaborn ones and Seaborn is a really great um really great Library let’s try Seaborn deep I haven’t tried this one at all let’s go ahead and try this and just changes some of the colors some of the visuals we can try something like like 538 let’s try this that looks quite a bit different and let’s try something like um classic I don’t know what this one looks like let’s just try it so you can try out all these different styles find one that you’d like find one that you think looks really nice and you can run with it through all your visualizations hello everybody today we’re going to be cleaning data using pandas now there are literally hundreds of ways that you can clean data within pandas but I’m going to show you some of the the ones that I use a lot and ones that I think are really good to know when you are cleaning your data sets so we’re going to start by saying import andas as PD and we’re going to run that and now we’re going to import our file so we’re going to say data frame is equal to PD so that’s pandas do read uncore and we actually have this in an Excel file so we’ll say read oops say read Excel do an open parenthesis and we’ll do R and then we’ll paste the path right here and now we’re just going to call that variable so we’ll call data frame and we’ll actually read it in and look at the data so let’s scroll down here and let’s take a look at this data frame or this Excel file that we’re reading in so right off the bat we have this customer ID that goes from 101 all the way down to20 we have this first name and everything looks pretty good here except in this last name column uh looks like we have some errors we have some forward slashes some dots some null values um so definitely going to have to clean that up because we don’t want that in the data we have a phone number and it looks like we have a lot of different formats um as well as Naas not a number um just lots of different stuff so we’re going to need to standardize that so clean it up and then standardize it to where it all looks the same um we also have address and it looks like on some of these we just have a street address but on some of the other ones we have like a street address and another location as well as a zip code in some of them so we’ll probably want to split those out we have a paying customer uh which is yes and Nos and some of those are not the same so I have to standardize that we have a do not contact kind of the same thing as the paying customer and we have this not useful column which we’ll probably just want to get rid of okay so the scenario is is that we got handed this list of names and we need to clean it up and hand it off to the people who are actually going to make these calls to this customer list so they want all the data in here standardized and cleaned so that the people who are making those calls can just make those calls as quickly as possible but they also don’t want columns and rows that aren’t useful to them so things like this not useful column we’re probably going to get rid of and then ones that say do not contact if it says yes we should not contact them we probably will want to get rid of those somehow so that’s a lot of what we’re going to be doing to clean this data set normally the very first thing that I do when I’m working with a data set most of the time except very rare cases when you’re actually supposed to have duplicates is I actually go and drop the duplicates from the data set completely all you have to do for that is say DF do dropcore duplicates so they make it super easy for you let’s just run it and up here is our original data set we have this 19 and 20 and those are obviously duplicates they have the exact same data it’s just a duplicate row that we need to get rid of if we look right down here we we no longer have that 20 we now just have one row of Anakin Skywalker and of course we want to save that so we’re just going to say DF is equal to and DF so now it’s going to save that to the data frame variable again and now when we run this our data frame Now does not have any duplicates that’s definitely one of the easier steps that we’re going to look at uh things are going to get quite a bit more complicated as we go but I’m starting out you know kind of simple so that we can kind of get a feel for it then we’ll start getting into the really tough stuff so the next thing that I want to do is remove any columns that we don’t need I don’t want to clean data that we’re not going to use so if we’re just looking through here you know they may need you know first name last name phone number for sure address might give them some information of where they’re calling to or time zone so we want that this not useful column looks like a pretty good candidate to delete and it’s very easy to do that we’re going to go right down here and we’re going to say DF do drop we’ll do an open parenthesis drop just means we are dropping that column and we can specify that by saying columns is equal to and then we’ll paste in that column that we want to delete so let’s run this and see what it looks like and it literally just drops that column exactly like we were talking about it no longer has that column again we want to save that we can always do in place equals true um if you follow this tutorial series you can always do in place equals true and that’ll save it as well but just for our workflow most of the time I’m going to assign it back to that variable um just for keeping it the same really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to pandas courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about everything you need to know about pandas so huge shout out to UD to me for sponsoring this Panda series and let’s get back to the video now let’s kind of go column by column and see what we need to fix and we’ll start on this left hand side this customer ID to me looks perfectly fine I’m not going to mess with it at all the first name at a glance also looks perfectly fine I don’t see anything wrong with it visually which is a good thing um although sometimes that can be deceiving and that can cause errors down the line but we’re not going to uh assume that there are errors in here now let’s look at this last name now the last name obviously I’m I’m seeing some obvious things things that we talked about when we were first looking at this data set we have this forward slash which we definitely need to get rid of we have null values so not a number right here we have some periods as well as an underscore right here so all those things I think we should clean up and get rid of it so that when the person is making these calls you know it’s all cleaned up for them so how are we going to do that we can actually do this in several different ways but let’s just copy this last name the first one I’m going to show you is strip and we’ll write it kind of like this we’ll say data frame and then we’ll specify the column that we’re working with because we don’t want to make these changes or strip all of these values from everywhere we only want to do it on just this column if we do this and we don’t specify the column name it will apply to everywhere so if we’re trying to do these yeah let’s say bum these underscores maybe that would mess with something else in another column and we don’t want that so we just want to specify just this last name so let’s go last name. string Dot strip now what strip does and let’s see if we can open this up really quickly no we can’t um but what strip does I was just I was hitting shift tab in here to see if it could bring up um you know some of the notes on it but what strip does is it takes either the left side or the right side well L strip takes from the left side R strip takes from the right side and strip takes from both but you can strip values off the left and the right hand side and we can specify those values now for what we’re doing in this column we can just use strip because as you can see this forward slash these dots as well as this um underscore are all on the far sides if there was a value Like swancore Son the strip wouldn’t work at all because it’s not on the outside of the value of the word so we can use strip I’ll also show you how to use replace and replace is another really good option for things like this but let’s start with strip and just see what it looks like and see if we can get what we need done done so let’s just run this for now see what happens so it looks like nothing has changed because again we’re not specifying any specific value just by default it’s only taking out white space so like spaces that shouldn’t be there that’s what it does by default now we can specify within this exactly what values we want to take out so let’s go ahead and do that let’s say left strip and let’s try to take out these dots real quick so we’re just going to do a parenthesis dot dot dot now let’s run this and see what it looks like for this one Potter it is now gone so those three dots were there before let’s just show it so they were there and then when I ran it like this now they’re gone that’s what the L strip does it takes it only off the left hand side now we can also do a forward slash so we’ll do something like this and it’ll get rid of the white but as you can see now we aren’t taking out these three dots so they’re still there now is it possible to do something like this where we put these values inside of a list um let’s try it so we’ll say just like this one two three let’s run it and no it doesn’t um this L strip actually sits within the the realm of regular expression so if you’ve ever worked with regular expression you know it gets very complicated very complex so you want to keep it kind of simple especially with these values where we’re just taking a few out so what we’re going to do is we’re going to do dot dot dot and we’re take it out one by one now in order to save this because we want to save this we want to take out that value we don’t just want to say data frame equals because that would be uh very bad what this would say is now this data frame is only equal to these values that we’re seeing right here we want to only apply it to this column so we’re going to go like this so now when we do it and then we call the entire data frame it’s only applying this to this one column the last name column so let’s run it and now when we go down to Potter right here it’s cleaned up so we’re going to do the same thing but for those other values and we’ll do it just like this we’ll do a forward slash and it’s a left strip and then we’ll do I’ll do the left strip on this underscore to just to show you that it won’t work and then we will go on from there so it’s not pulling it because we’re looking at the leftand side only we need to use R strip so now let’s use R strip and now that looks perfect as no underscore so that’s how you can use strip for either the left side the right side or just Strip by itself which covers both sides now I showed you all of that because I am going to show you a different way to do it um and I apologize because I somewhat lied to you earlier um let’s run this right here actually we’re just going to pull it in like this we’re going to remove the duplicates again bear with me we’re going to drop that column and then now we’re sitting with that data frame again with those exact same mistakes I just wanted to reset it for a second there is a way uh that you can do this and I just wanted to you know kind of show you how you can do it you can do this right here and we’ll say so we’re now again we’re just looking at this column just this column and we’re using strip and let’s get rid of R because we want to do apply it to everywhere you can input all of those values individually and it will clean it up so let’s say we want to get rid of numbers we’ll do 1 2 3 then we can do the dot so that’s going to be for our period or for our dot dot dot Potter we could also do the underscore and we can do the forward slash so we put it all in one string right here now let’s take a look at this we’ll get rid of this really quickly now let’s take a look and all of them were removed I showed you how to do it before because that’s at least how my mind would think about it I’d think oh I can put it in a list and run it through this L strip or this right strip and it would work um but that’s not how strip works you have to kind of combine it all into one value so uh yes I deceived you I apologize but now when we call data frame and we assign it to that column so the last name column or assigning what we just did to this last name column everything should look perfect and it does so our customer ID first name last name are all cleaned up now we’re going to come to a much more difficult one this is probably if I’m being honest the hardest one I said we were going to work up but this is probably the hardest one of the whole video working with phone numbers and look at all these different types of of formats I mean it is um it’s not going to be fun and imagine you know there’s 20,000 of these you can’t just go and manually clean those up you need something to kind of automate that so that is what we’re going to do so let’s go right down here copy the data frame and I’m going to pull it right here so now we need to clean up this phone number what we want is it all to look exactly the same unless it’s blank and we’ll keep it blank we don’t want to populate that data but we want all of them to look exactly like this one and what we’re going to do is right off the bat we’re going to take all of the non-numeric values and just completely get rid of them strip it down to just the numbers so this 1 23- 643 or forward slash will just be the numbers same with these bars and these slashes and everything all of these will just be numeric then we’ll go back and reformat it how we want to format it which will look exactly like this one um but we just want to do it for the entire column so let’s go right up here and we’re going to try replace for the first time so let’s do phone number just oops that’s not what I wanted so we’re going to do a bracket say phone number do string. replace just like we did before now we’re going to use some regular expression in here and I’ll kind of do a really high overview although I’m not going to dive super deep into the regular expression then we’re going to do a parenthesis and within there we’re going to do a bracket um I can’t remember what this is called is it called a carrot I think it’s called a carrot uh B I’m just going to call it that it may not be correct but I think it’s a an upper Arrow so it’s an upper Arrow a a d oops A- Z A- Z and then 0-9 now at a super high level what that character that first thing is doing it’s saying we’re going to return any character except and then we specify anything A to Z A to Z upper or lowercase and then actually I think this should be like this A to Z uh and then 0 to 9 so any value like a BC One Two Three those are not going to be matched it’s going to match all of them except these values and then we’re going to replace them by saying comma and we’re going to replace them with nothing so this is just an empty string so literally we’re taking everything that is not an A A B C A 1 two 3 so a letter or a number we’re replacing all of that and then we’re replacing it with nothing so let’s run this and see what it looks like and it looks like that worked properly now we do have this na because we had an n- a for I don’t remember maybe that was Creed Bratton um but it worked for basically everything else we’re going to go through the entire process and then at the end we’ll remove any values we want them to just be completely null we we don’t want them to even see n an and wonder what that is we just want it to be blank and we’ll do that at the very end so now that we know that that worked let’s assign it we’ll do DF phone number is equal to and then we’ll say data frame and this looks a lot more standardized than it did before already but now what we want to do is try to format this um and I’ve done this many many times I always use a Lambda you can definitely use a for loop I just I don’t do it that way myself so I’m going to show you how to do it using a Lambda let’s get rid of this and we’re going to say thef phone number we’ve already done that I’m just going to get rid of it now we’re going to say DF phone number then we’re going to say do apply we’ll do an open parentheses and then this is where we’re going to build out our Lambda so we’ll say Lambda X colon now this is where we’re going to kind of format it so what I want to do is I want to take the first three strings 1 2 3 then I want to add a slash and then the next three strings add a slash or a dash uh and then that be the value that’s returned so it’s not super difficult we’re just going to do X then a bracket let me get rid of that an X and then a bracket and then we want the 0 to three so it goes 01 2 so 0 1 2 it doesn’t include the three it goes up to three so 0 1 2 that’s our third first three values then we’ll do plus and do a quote and do a dash so this is our first kind of sequence and I’m just going to copy this we’ll do plus and instead of three or we are going to start at three because now it’s inclusive so we’re going to go from three and we’re going to go all the way up to six so it should be three four five our next three values then we have a dash and we’ll copy this and we’ll say plus and now we go from six all the way to 10 now let’s try running this and as you can see we get an error now I already know what the error is float object is not subscriptable which means we’re trying to um basically look at it like a string right now it’s not a string it’s actually a number so let me get rid of this for just a second I’ll going show you what it’s talking about so right now we have values that are floats and values that are strings or not even a number so we have values that are strings or not a number so if we want to actually look through it like kind of like indexing if we want to do that they all have to be strings so we need to change this entire column into Strings before we can apply this um formatting now when I was creating this if I’m being honest my first thought when I was doing this was to do it like this string DF phone number um let’s just run that this is what the values look like um and I don’t remember why or why it was doing this I can’t I can’t remember but I looked into it quite a bit and I was like oh I need to apply this string converting it to a string on each value not the entire row or not the entire column so how we can do that is actually fairly easy because we’ve already done a lot of the heavy lifting we’re just going to copy this and we’re going to say x so string of X and again Lambda is like a little anonimous function so you could do this by saying for um X in this uh column we could do a for Loop and then say for every X it equals the string of X and then it changes it to a string but a Lambda just does it a lot quicker um so we’re going to say so let’s do that really quickly and all of our values look exactly the same and that’s how we want it so we’re just going to copy this apply it good and now we’re going to take this and we’re going to run this again just ignore all my commented out stuff pretend I don’t have that um so now when we run this it should work there we go now if we look at these numbers 1 2 3- 545 D 5421 and it does that for every every single one where there’s values even when there’s n n or na it’s still adding those values but we expected that so let’s apply it says equal to and then we’ll look at the data frame and this looks almost exactly what we’re hoping for we just need to get rid of these so this n- Dash and this na Dash we need to get rid of those and that is super easy to do um we’re just going to say so now that we’ve done it and we I me it out we’ll say DF and let’s copy this ignore the messiness I do apologize for that it’s very messy um but if you’re following along with me you get what we’re doing so DF phone number so only on the phone number say string. replace parenthesis now we can specify this value so we want to take this exact value and replace it with nothing and let’s just see if that does work it does now we have these Nas and so let’s actually I’ll paste that right down here we’re going to do this is equal to and then we’re just going to take this entire string put it right here and put this value as our what we’re looking for and then replacing and then when we call that data frame it should work properly and it is perfectly cleaned so so we have every single value all the exact same they don’t have different characters or different um you know formatting and we got rid of all the ones that we don’t have or don’t need um all the ones that were just random values so this column is now completely cleaned up again definitely one of the more difficult ones um one that I’ve done a thousand times I’ve had to work with a lot of phone numbers and stuff like that this one does get very tricky especially if you have like a plus one which is like an area code um that can get tricky as well but this is on a kind of a high level this is how you can do that and it’s pretty neat how you can actually you know clean up and standardize those phone numbers so let’s go right down here uh let’s run it the next thing that we’re going to look at is this address now let’s just pretend that the people who are on the call center want all these separated into three different columns they can read it easier see what the ZIP code is where they live uh you know whatever they want it for let’s just say we want to do that and this is you know again for this use case it may not make sense but you have to do this I do this all the time um you need to split those columns now luckily all of these things are separated by a comma so we can specify that we’re going to split on this column and then we’ll be able to create three separate columns based off of this one column which is exactly what we want then we can name it as well and we can do that very easily by using this split so we’re going to say DF and we want to specify oh jeez not again so we want to specify that we’re looking at the address then we’re going to say string. split we’ll do an open parenthesis now the very first value that we need to specify is what we’re splitting on so we want to split on the comma so we want to specify that and then we need to specify how many values from left to right it should look for now we’ll just start with one and then we’ll go from there let’s just see what this looks like so it doesn’t really look like it did anything let’s do two well let’s go back to one and then let’s say expand equals true when we expand it it’s actually going to uh separated I believe okay so we’re expanding now we’re only doing this with one comma so we’re only looking at the very first comma and splitting it but in some of these well just in one there is an additional comma so we should do it up to two let’s do this okay so now we have three columns if we just save it like this it’s going to give us these 0 one2 these basically these indexed values for these columns and we don’t want that we want to specify what these actually are and we can do that by saying DF and let me just do is equal to we’ll do bracket and then within there we’re going to specify our list so we have three of them that we have so I’m going to do um the first one this is the street address so we’ll say street address the next one is and it’s sh is not a state uh but these all are state so I’m just going to say State and then for the very last one that looks like a zip code so we’ll say zip and we’ll do code in fact I also want to do streetcore address um so what this is now going to do is these three columns are going to be applied to these three names and they’ll basically be appended it’s doesn’t replace the address we’re not saying DF address equals the DF address we’re not replacing it we’re now creating different columns so let’s run it and then let’s also call it so they’re right over here on this right hand side I couldn’t see them at first but it did exactly what we needed it to do so now if we wanted to at the very end if we want to we’re not going to we could just delete this address and keep the street address the state and the zip code another really common thing that you can do this happens often again with like first name last name well you’ll have Alex freeberg but it’s Alex comma freeberg or Alex space freeberg and you can separate those out into different columns now the next one that we want to look at is this paying customer and the paying customer and do not contact are very similar um in the fact that it’s yes no NY yes no NY um and so let’s go right on down here and we’re going to say DF Dot and we we want to just replace these values as all yeses or all NOS but just with the same formatting um just to keep it consistent so let’s make anything that’s an N into a no anything that’s a a y into a yes I like it spelled out so let’s change anything that’s a yes into a y and anything that’s uh a a no into an N that’s usually how I do it just saves on data because it’s less strings although it’s be often very minimal um but let’s specify the in customer we see say DF bracket Pay customer then we’ll do string. replace so now we’re just going to look for those specific values so if it’s a y oops a capital Y then we’ll say yes now let’s run it and now we have no more y we now just have yeses although now these are yes yeses okay we don’t want to do that let’s do if we’re looking because it’s taking it’s literally looking up here and saying okay there’s here’s a y um let’s change the let’s change that Y into a y so now it’s doing ye uh we don’t want that so let’s look for the yes and change it into a y now when we run this that looks a lot better um so we’ll do D of paying customers equal to and then we’ll copy this we’ll do the exact same thing no and N then let’s call it and now that entire column looks really good except for that value right there but I’m going to leave that because I’m just going to apply it to the entire thing all at once to get rid of those at the end instead of just going column by column and then it’s literally going to be the exact same thing so I’m not even going to scroll down whoops I’m just going to put it right up here because this is the exact same thing I’m going save us all some time and when we run this this looks exactly like what we’re looking for again some not a number of values but we can get rid of that in just a second by doing our place over the entire data frame and that is basically the end of cleaning up individual columns now let’s go right down here we’re going to say DF do string. replace and then we’ll first do these values oops so we’ll do oops let me do that there we go and replace that with nothing let’s just see what it looks like oops data frame object has no value string well that’s because we were looking at columns before yeah I think I just need to get rid of this string we’re not looking it we’re just doing it across the entire data frame now let’s try that okay that worked appropriately and we’ll just say data frame is equal to and then we’ll copy this and we’ll do the NN as well and we’ll [Music] do and now when we do this it is not going to replace these because these aren’t actually a value because we’re looking for that string we actually need to use and I I completely forgot this I’m not going to lie to you um let’s get rid of this uh to get rid of those values because it’s literally not a number there it is technically empty um I forgot we can do um or we could not even specify it we’ll do DF do fillna so we’re going to fill these values if there’s nothing in them we’re going to fill it and we’re going to say blank and when we run that every value that doesn’t have something in it is going to show up blank even over here where we only had a few all of them throughout the data frame if it doesn’t have a value it is now blank so let’s apply that and and we’ll run this and now all of our cleaning we’re actually cleaning up the individual columns is completely done we’ve removed columns we’ve split columns we’ve formatted and cleaned up phone numbers we’ve also taken values off of first name or or this last name column and then we formatted in just kind of standardized paying customer and do not contact now they also asked us to only give them a list of phone number numbers that they can call so if we take a look some of these do not contacts are why which means we cannot contact them and then there are some that don’t even have phone numbers so we don’t want to give the people the call center numbers that or or people who don’t have numbers so we want to remove those now there’s a few different ways that we can do this but let’s start with and we’ll just go by do this do not contact it seems like the most obvious one now if it’s blank we want to give them a call we only want to not call them if they’ve specifically said we cannot call them so if it’s y we’re not going to call them so what we need to do it’s not anything like this we probably need to Loop through this column and then look at each row that has a value of this and drop that entire row uh and we probably will’ll need to do that based off this index instead of doing it based off just this column uh that may not make sense but let’s actually let’s actually start writing it so we’ll do 4X in and we need to look at our index so we’re just going to do let’s do in DF do index and we’ll do a colon enter and then we want to look at these indexes how do we look at these indexes we use lock that’s going to be DF do Lo and then we need to look at the value which is this x right here so each time it looks at the index it’s looking at the value but we want to look at the value of this column do not contact I don’t know if I copied this before let me copy it we only want to look at the value in this one column if we didn’t it would look at um a different value so we don’t want that so we’re looking at just that value if it’s equal to Y so if this value is equal to Y then we want to drop it so we actually need to say if so if this value X in this column is equal to Y then we want to do DF do drop and then we’ll say x and we I think we have to say in place equals true here otherwise it won’t take a fact um otherwise have to say like DF is equal to DF I don’t I don’t want to start messing with that let’s just do in place equals true um and let’s see if that works I I can’t remember if this is going to work or not invalid syntax okay neon and now let’s try to run this okay okay yeah if we look at our index we can already tell that there are ones missing the one the one is missing the three is missing um let’s see and the 18 is missing so we already got rid of those values and you can you can see that there’s no y’s in here anymore which is really good we can if we want to and we probably should we should probably populate that um really quickly um let me just go up here really quick I’ll copy this we probably should populate that and I didn’t plan on doing this so um if it’s blank oops it’s blank give it an n and we want to attribute it to do not contact do not contact whoops let’s see if that works and we probably need to do dot string let’s just see if it works so if it’s blank dude okay I don’t know why it’s giving us a triple n maybe there’s maybe I need to strip this or something uh okay never mind let’s not do that but now we basically need to do the exact same thing for this phone number um because if it’s blank we don’t want them calling it um so we can copy this entire thing go right down here and but now we’re looking at phone number so now we’re looking just at the values within phone number and we only want to look at if it’s blank so if it literally has no value we want to get rid of it let’s run this and see if it works again it should good and now our list is getting much smaller so you can see in our index a lot of um those rows were removed and and okay good actually this worked itself out because these all have ends um so right now we’re sitting really good everything looks really um standardized cleaned everything looks great I might drop this address if you want to you can drop this address but besides that this is all looking really good this pain customer doesn’t uh the yes and knows aren’t really anything um now we could and we probably should before we hand this off to the client or the customer call let’s we probably should reset this index because they might be confused as why there’s numbers missing or you know they might use this index um to show how many people they’ve called or I don’t know something like that so let’s go right down here we’re going to say DF Dot and then we’ll do reset index and let’s just see what this looks like um it does work but as you can tell it didn’t uh get rid of that index completely it actually took the index and saved that original one we do not need to save that whoops let’s put it right in here now we’re just going to do drop equals true and when we do that it just completely resets it drops the original index and gives us a new index and that is what we want let’s do DF equals and this is our final product now one thing that I you definitely could have done here um and I made this a little probably more complicated than it needed to be um that was just how my brain was working at the time when I’m you know typing this out we could could have done DF do drop an a um which is literally going to look at these null values um before we couldn’t do that with this one because these aren’t we’re not looking at na we’re looking at y’s so we couldn’t do that but because we’re looking at null values we could have also done drop na um and done subset is equal to and then done it just on this phone number and then done like this and done in place equals true so we could have also done this and then said DF equals um I can’t I mean I can run it it’s just not going to do anything I can run it on the different column but that’ll me mess everything up but this is another way you can do it and I’ll just save it in case you want to um I’ll say another way to drop null values there you go and that’ll just be a note for us in the future um but this is our final product it looks a lot different than when we first started I mean we had mistakes here completely different formatting in the phone number different address everything that we just talked about um and this looks just a lot lot better and you can tell why it’s really important to do this process because again we’re working on a very small data set I I purposely you know created this data set with these mistakes because you know when you’re looking at data that has tens of thousands 100 thousands a million rows these are all things that are going to be applied to much larger scale and you won’t be able to as easily see them um you’ll have to do some exploratory data analysist to find these mistakes and then you’re going to need to clean the data or doing it at the same time when you’re exploring the data uh so you’ll clean it up as you go but these are a lot of the ways that I clean data a lot of the things that you can do to make your data just a lot more standardized a lot more um visually better and then it really helps later on with visualizations and your you know actual data analysis so hello everybody today we’re going to be looking at exploratory data analysis using pandas exploratory data analysis or Eda for short is basically just the first look at your data during this process we’ll look at identifying patterns within the data understanding the relationships between the features and looking at outliers that may exist within your data set during this process you are looking for patterns and all these things but you’re also looking for um mistakes and missing values that you need to clean up during your cleaning process in the future now there are hundreds of ways to perform Eda on your data set but we can’t possibly look at every single thing so I’m just going to show you what I think are some of the most popular and the best things that you can do when you’re first looking at a data set the first thing that we’re going to do are import our libraries so we’ll do import andas as PD we’re also going to import Seaborn and matplot lib now during this exploratory data analysis process I often like to visualize things as I go because sometimes you just can’t fully comprehend it unless you just visualize it and it gives you a a larger broader glimpse of everything so we’re going to import and let’s do caborn oops as SNS and then we’ll import Matt plot li. pyplot as PLT let’s run this this should work okay perfect now we need to bring in our data set so we’ve worked with that world population data set that is the exact one that we’re going to use now so we’ll say dataframe equals pd. read CSV do R and we’ll paste in our CSV and this is what it should look like although your path may be different be sure to make sure that you have the correct file path then we’ll read it in now this data set should look extremely familiar if you’ve done some of my previous pandas tutorial but I did make some alterations to this one took out a little bit of data put in a little bit of data here and there um to change things up because if it was just exactly how I pulled it which I got this data set from kaggle if it was exactly how we pulled it like we’ve looked at in the previous videos it’s too simple you know we wouldn’t actually be able to do some of the things that I would like to show you so be sure to actually download this exact data set for this video because it is a little bit different but what we’re going to do now is just just try to get some highlevel information from this now if yours looks just a little bit different like your values are in scientific notation uh I have applied this so many times I think it’s um you know still applied to this you can do something and we’ll write it right down here we’re going to do pd. setor option and we’ll do an open parenthesis and we’ll say display. flator format and so we’re going to change that float format by just saying Lambda X colon and then we’re going to change basically how many um decimal points we’re looking at so let’s just do here so we do a quote sign 2f so we’re formatting it whoops 2f so we’re going to format it and we’ll do percent X this is going to format it appropriately I’m I can run it um and actually it will change it CU this is at0 one I believe last time I did it so let’s run this and then let’s run this again n it’ll change it to0 2 so that’s two I like it at 0.1 we don’t really need it any well let’s keep it at0 2 why not we’re going to keep it at0 two that’s how you change that and I like looking at it like this a lot better than scientific notation so just something to point out um let’s go down here and let’s just pull up data frame so we have this data one of the first things that I like to do when I get a data set is to just look at the info so we’re going to do do info and this gives gives us just some really high level information this is how many columns we have here are the column names here are how many uh values we have and if you notice this is where it kind of gets so we have 234 in each of these so in each of these columns we have 234 until we get to this 2022 population once we get there we start losing some values and then at the world population percentage we have all of our values all 234 of them the count tells us that it’s nonnull so it does have values in it and then we also have the data types and these come in handy later um and these are really great to know and we’ll be able to kind of use those in a few different ways later on in this tutorial really quickly I wanted to give a huge shout out to the sponsor of this entire Panda series and that is udemy udemy has some of the best courses at the best prices and it is no exception when it comes to pandas courses if you want to master pandas this is the course that I would recommend it’s going to teach you just about everything you need to know about pandas so huge shout out to UD me for sponsoring this Panda series and let’s get back to the video the next thing that I really like to do and this one is DF do describe this allows you to get really a high level overview of all of your columns very quickly you can get the count the mean the standard deviation the minimum value and the maximum value as well as your 25 50 and 75 percentiles of your values so just at a super quick glance there is a row somewhere in here and there this country their population is 510 for 2022 and in fact if you go back to 1970 it was higher was at 752 that’s just interesting then if we look at the um max population one has 1.42 billion I believe that’s China and then over here in 1970 we have 822 million again I still believe that’s China but this gives you just a really nice high level of all of these values all these different calculations that you can run on it and we can run all these individually on even specific columns but you know this just a nice high level overview one thing that we just talked about was the null values that we’re seeing in here um I’d like to see how many values we’re actually missing because that is a problem um we don’t want to have too many missing values that could really obscure or change the data set entirely and so we don’t want that so we’ll say DF do is null and then we’ll do a parenthesis we’ll say do sum and when we do this whoops dot sum there we go when we do this it’s going to give us all the columns and how many values we’re actually missing now we have 234 rows of data so we have 41477 55424 um so we have we definitely have data missing what we choose to do with it in the data cleaning process maybe we want to populate it with a median value Maybe we just want to delete those countries entirely if the data is missing um you know I don’t think you’re going to do that but these are things that you need to think about when you’re actually finding these missing values this is what the Eda process is all about we want to find different um either outliers missing values things that are wrong with the data or we can find insights into it while we’re doing this as well so this is definitely something that I would consider um when I’m actually going through that data cleaning process really important information to know now let’s go right down here go to our next cell say DF do unique and this is going to show us how many unique values and it’s actually n unique uh this is going to show us how many unique values are actually in each of these uh columns and this one makes the most sense um for continent because I think there’s only seven continents right um but we have six right here and for all of these each of these ranks countries capitals should all be unique that makes perfect sense as well as these you know these populations are such specific numbers in such large numbers I would be shocked if any of these were similar and then for these world population percentages it’s much lower and again that makes a lot of sense because when we’re looking at and we’ll pull it up right here when we’re looking at these world population percentages um a lot of them are really low 0.00 0.01 like this one um 0 .2 there are a lot of really low values for those small countries and so those are all um you know one unique value now let’s say we just have this data right here and we want to take a look at some of the largest countries and we can easily do that we could even we could say Max and take a look at the largest country but I want to be a little bit more strategic I want to be able to look at some of the top range of countries and we can do that based off this 2022 population so we’ll say DF do sort underscore values this is how we sort and um not filter but um order our data so we’ll do sort values and then we’ll do buy is equal and then we’ll specify that we want uh this 2022 population and then we’re going to say comma and we’ll say actually let’s just run this as is um but we’ll do head because we just want to look at the top values so now we’re just looking at the very top values so what we’re looking at is actually these 2022 population um that’s what we’re filtering on or sorting on basically and we’re looking at the very bottom values because it’s sorting ascending so from lowest to highest so this Vatican City in Europe is um you know 510 that’s the value that we were looking at earlier now we can do comma ascending equal to false because it was by default true we can do false whoops we can do false and then it’ll give us the very largest ones so if we just take a look at the top five largest by population we’re looking at China India United States Indonesia and Pakistan and we can even specify that we want the top 10 in this head we can bring in the top 10 and we also have Nigeria Brazil Bangladesh Russia and Mexico and you can do this for literally any of these columns whether you want to look at continent capital country um you can sort on these and look at them and you can even look at you know things like growth rate world percentage this one seems really interesting let’s just look at this one really quick before we move on to the next thing um if we look at this world percentage just China alone I believe yep just China alone is 17.88% of the world so 17.88% again just getting in here looking around that’s all we’re really doing now I want to look at something and I have always liked doing this which is looking at correlations um so correlation between usually only numeric values we can do that by saying DF docr and a parenthesis and we’ll run this and what this is is it is comparing every column to every other column and looking at how closely correlated they are so this 2022 population if we look across the board it’s very highly I mean this is a a one: one this is highly correlated to each other and that almost for all of these populations they’re very very closely tied to each other which makes perfect sense because for most countries they’re going to be steadily increasing and so they’re probably almost exactly correlated but we can look at these populations and if you look at the area it’s only somewhat correlated and that’s because in some countries you know they have a very high population but a small area or vice versa small area in a very high population so there isn’t a one toone correlation there but it’s hard to really just glance at this um and understand everything that’s there we could just visualize it and it would be a lot easier so let’s go ahead and do that let’s go down here we’re just going to visualize this using a heat map basically so we’re going to say SNS do heatmap and an open parentheses and the data that we’re going to be looking at is DF do core correlation and then we also want to say inote equals true I’ll kind of show you what that looks like in just a little bit um but let’s do PLT doow and this will be our first look and I need to say show not shot um we can get a little glimpse of what it looks like but this looks um absolutely terrible let’s change the figure size really quickly so I want to make this much larger than it already is we’ll do PLT Dot RC pams RC pams oops right there do an open parenthesis and then right here we’re going to do in quotes do figure. fig size this actually needs to be in brackets I believe just like this not parentheses we’ll say fig size is equal to and now we can specify the value that we want let’s do 10 comma 7 and see if this looks any better no no that’s doesn’t look good do 20 okay that looks a lot better and um you know this is just a quick way because it gives you basically a colorcoded system highly correlated is this tan all the way down to basically no correlation or negative correlation even which is black so when we’re looking at these 2022 populations and these are populations right down here on this axis we can see that all of these are extremely highly correlated very very quick whereas the rank really has nothing to do it’s it’s negatively correlated doesn’t really have anything to do with it then for the population and the world population percentage it again is quite correlated except for the area density and growth rate so I find that really interesting that you know the density the growth rate in the area aren’t really all that Associated or correlated with the population numbers that is I kind of of would have assumed that on some level they went hand inand the area does um would you know again make sense you know larger area larger population that kind of thing but even density um I guess I guess density and growth rate um growth rate I can see because that’s a percentile thing that could be definitely not correlated but I thought the density would be more correlated than it is all that to say is this is one way that you can kind of look at your data see how correlated it is to one another that can definitely um help you know what to analyze and look at later when you’re actually doing your data analysis let’s go right down here um something that I do almost all the time when I’m doing any type of uh exploratory data analysis like this I’m going to group together columns start looking at the data a little bit closer um so let’s go ahead and group on the continent so let’s look at it right here let’s group on this continent because sometimes when you’re doing this Eda you already know kind of what the end goal of this data set is you know kind of what you’re looking for what you’re going to visualize at the end that you really comes in handy when doing this but sometimes you don’t sometimes just going in blind and so far we’ve really just been going in blind we’re just throwing things at the wind kind of seeing some overviews um looking at correlation that’s all we’ve done now I kind of want to get more specific I want to have like a use case something I’m kind of looking for not doing full data analysis not diving Into the Depths but something we can kind of aim for so the use case or the question for us is are are there certain continents that have grown faster than others and in which ways so we want to focus on these continents we know that that’s the most important column for this use case this very fake use case um so we can group on this continent and we can look at these populations right here because we can’t really see growth you can see a growth rate but the density per uh kilometer we don’t have multiple values for that it’s just a static one single value same for growth rate same for world population percentage but we have this over a long span many many years um you know 50 years of data here so this we can see which countries have really done well or which continents have really done well so without you know talking about it even more let’s do DF Group by and then we’ll say continent oops let me just copy this I’m I’m not good at spelling I’m going to say DF Group by and then we’ll do mean and we can just do it just like this and now we have Africa Asia Europe North America Oceana and South America okay so if I’m being completely honest I knew most of these all right I’m no geography extra expert but I I knew most of these I don’t know what this ocean is um this that I don’t I genuinely don’t know what that is um so let’s just search for that value and see we’ll come back up here in just a second but I want to I want to kind of understand um what this is so we’re going to DF um and we’ll say content let me sound that out for you guys um then we’ll do do string. contains oops contains good night and then I want to look for Oceana uh and let’s let’s run this oh I need to do it like this now let’s run this so now we’re looking at our data frame we’re seeing what the values have this continent as Oceana um okay so these look like Islands I’m guessing so we have Fiji Guam um New Zealand Papa New Guinea yeah these look like all I’m I’m guessing based off the continent Oceana um Oceania o ocean Oceania guys this is tough for me okay I’m doing my best I you know this is part of the Eda process I don’t know what that means I don’t know what Oceana ocean ocean Oceania geez I’m just going to call it Oceana that’s so wrong but I’m just gonna it’s so easy for me to say you know I I now am seeing this and it looks like Islands um which would make sense because for their average they have the highest average rank um and I’m guessing that’s because they’re just mostly small continents so let’s let’s order this really quickly we’re going to do dot sortore values do an open parenthesis and I want to sort on the population we’re just doing the average population um we’ll do BU um equal so on the average population and we’ll do ascending equals false so when we’re looking at this average or the mean population Asia has the highest population on average then we have South America Africa Europe North America and then Oceana at the very bottom which makes perfect sense again small Islands um world population percentage so each of the countries each of those countries in Asia makes up about 1% on average really interesting um to know and just kind of look at this and the density in Asia is far higher than d almost double every single other continent um really really interesting actually now that I’m looking at this but you know that’s something that I would actually look into and I would be like what is this Oceana or oenia what does that mean and you know let me look into that let me explore that more because I want to know this data set I’m trying to really understand this data set well but what I want to do now is I want to visualize this um because I just feel like looking at it I don’t it’s hard to visualize and again the use case that we’re saying is is which continent has grown the fastest like it could be percentage wise it could be um you know as just a whole on average let’s take a look so we’re going to take this and let’s copy it like this let’s bring this right down here so let’s look at this so if I try to visualize this and let’s do that let’s do df2 is equal to because I’m I already know it’s not going to look good just based off how the data’s sitting um we can do df2 oops what am I doing I don’t need to do that but I will okay df2 and we’ll do df2 do lot and we’ll run it just like this um as you can see Asia South America Africa Europe North America Oceana we can kind of understand what’s happening but these are the actual um values that are being visualized not the continents which is what I wanted um in order to switch it and it’s actually pretty easy and this is something that um you know is good to know we can actually transpose it to where these these continents become the columns and the columns become the index and all we have to do is say df2 do transpose and we’ll do this parentheses right here and let’s just look at it and then we’ll save it so now all these columns are right here and all of the indexes are the columns so we’ll say df3 is equal to and I’m just doing that so I don’t you know write over the DF or my earlier data frames so now we have this data frame three so now let’s do data frame 3. plot and it should look quite a bit different uh whoops I didn’t run this let’s run this and run this and as you can see this does not look right at all and the reason is because we’re not only looking at uh the correct columns we have this density in here we population percentage rank we don’t need any of those the only ones that we want to keep are these ones right here this population now we can do that and we can just go right up here this is where we created that data frame two that we transposed we can go right up here and we can specify within this we actually only want specific values now we can go through and handr write all of these and by all means go for it but I am going to go down here I’m going to say DF do columns and I’m going to run this it’s going to give us this list of all of our columns and I’m just going to you can just copy this and you can put it right in here I need a list with I think it needs to be like this if I’m let me try running this okay so this worked properly you can do it just like this or a little shortcut if you want to do it like that if you want to do a shortcut like um I I would hope you would you would just do DF do columns just like how we looked at down here except since this is our an index we can search through it so we can just say 0 1 two okay so we can do five up to 13 so I think it’s seven and we’ll just let’s see if this works uh it may not I may actually need to go like this let’s see there we go so you can just use you know the indexing to save you some visual space gives you the exact same output so now we have this this is our df2 now let’s go down and transpose it so now we just have these populations and we have our continents right here and then now we’re going to plot it and this looks good although it’s backward um okay it’s backward so what I actually want to do is not this uh that is a quick way to do it although not the best way to do it um so I’m actually going to copy all of these and although I said it would save us time it did not at all so I’m going to put a bracket right here I’m going to paste this in here and I’m literally going to change these up I might speed this up or I might just have you sit through this because you know this is an interesting part of the process and I want you know you to get the full experience you know what now that I’m talking about it that is what we’re going to do do you guys can hang out with me this is a good time we have 2010 2015 2020 and 2022 now let’s run it what did I do oh too many brackets there we go so now it’s ordered appropriately we have 1970 all the way up to 2022 this is how we want it let’s transpose it appropriately let’s run it and now we basically have the inverted uh image of this now just at a glance and we haven’t done anything to this except for literally what we are looking at at a glance we can see that from 1970 China you know Asia and China are already in the lead by quite a bit and it continues to drastically go up especially in the 2000s like right here it explodes like just straight up then kind of starts going up and just leveling off every other continent especially oce ocean is just really low it it never has done a bunch let’s see look at green green has gone up um from you know Point let’s say 0.1 up to about 0.2 so they’ve almost doubled um in the last 50 years and again you can just get an overview a highlevel overview of each of these you know continents over the span of this time so this is kind of one way that we can you know look at that use case we’re not going to harp on that too long I just want to give you an example like you know when you’re looking at this sometimes you’ll have something in mind of what you’re looking for and you go exploring and just kind of find what’s out there and find what you see um the next thing I want to look at is a box plot now I personally I love box plots you know they’re really good for finding outliers and there’s a lot of outliers I already know this because the average the 25th 50 percentile are very low and then there’s some really just big outliers but for your data set it may not be that way and those outliers may be something that you really need to look into and box plots have been something that I’ve used a lot where I found those outliers that way and started to dig into the data to find those outliers and you know came across some stuff that I’m like oh I have to clean this up I have to go back to the source really um really really powerful and useful to be able to find these so all you have to do is DF dobox plot and let’s take a look at it and this already looks good as is maybe I’ll make it a little a little bit wider um let’s do fig size oops sorry fig size is equal to let’s try 20 by 10 um okay that didn’t help at all I apologize I thought I would but let’s keep going what this is showing us is that these little boxes down here which are actually usually much larger because you have a more equal distribution of of um numbers or values in the small value this is where our averages lie this number right here is the upper range and then all these values all these Open Circles those actually stand for outliers so we’re looking at the 2022 population there’s a lot of outliers now for our data set knowing our data set is really important outliers are to be expected especially when most countries or continents are small so we’re looking at you know all of these little dots are outlier countries um or outlier values which each value corresponds to a country so if this was a different data set I would be you know searching on these and trying to find these so that I can see what’s wrong with them if anything or if they are real um numbers like if this was Revenue everyone’s revenue is way down here and then there’s one company that’s making like 10 trillion dollar that’d be an outlier up here and it would definitely be something that you want to look into for our data set knowing that you know we’re looking at population this is more than acceptable you know oddly enough but that’s what box plots are really good for showing you some of those core tiles the upper and the lower um as well as denoting these points that fall outside of those normal ranges for you to look into so really really useful so now let’s go down here pull up our data frame again and we’ve kind of just zoomed into the whole Eda process there was one last thing that I wanted to show you and this is the very last thing that we’re going to look at we’re ending on really a low point if I’m being honest because the last kind of stuff was more much more exciting but there is something DF DOD types oops let’s do DF DOD types and we’ll run this now just like info it gave us these values but we’re actually able to search on these values now so these um object float and integer we can search on those which is really great because we can do include equal and we can use something like number and none of these are numbers right or none of them EXP say number but when we run it I’m getting an error series object not oh that’s because I’m doing um D types is for a series we need to do select underscore D types now let’s run this now it’s only returning um The Columns in this data frame where the data types are included in this number so you won’t see any you know country or any of those text or the strings if we want to do that we go in here and say object and run that and this is another really quick way where we can just filter those columns to look for specific whether it’s numeric um we could even do float in here and so now it’s not including that rank which was an integer so we can specify the type of data type and it’ll filter all of the columns based off of that which you know when you’re doing stuff like this you it is good to know what kind of data types you’re working with and look at just those types of data types because there might might be some type of analysis you want to perform on just that whether it’s numeric or just the string or integer columns within your data set so again ending on a low note I apologize um you know everything else that we looked at all those other things that we looked at are all things that I typically do in some way or another when I’m looking at a data set exploratory data analysis is really just the first look you’re looking at it you’re going to be cleaning it up doing the data cleaning process and then you’re going to be doing your actual data analysis actually finding those Trends and patterns and then visualizing it um in some way to find some kind of meaning or Insight or value from that data and again there’s a thousand different ways you can go about this it it does typically um you know depend on the data set but these are a lot of the ways that you’ll clean a lot of different data sets and so you know that’s why I went into the things that we looked at in this video so I hope that you guys liked it I hope that you enjoyed something in this tutorial if you like this video be sure to like And subscribe as well as check out all my other videos on pandas and Python and I will see you in the next video [Music]

    By Amjad Izhar
    Contact: amjad.izhar@gmail.com
    https://amjadizhar.blog