Throughout the history, many political leaders have been victims of targeted violence. On July 8, 2022, the former prime minister of Japan Shinzo Abe was shot in Nara while giving a speech. The assassin, who was arrested at the crime scene, believed that the ex-prime minister was part of an organization that he resented. High number of assassinations during the Cold War The number of assassinations peaked in the 1970s, partly because of power struggles in former colonies. Many of the leaders assassinated were killed in coup d'etats. Some of the most known names on the list include the two former U.S. presidents William McCarthey and John F. Kennedy, former Russian Tsar of Russia Nicholas II, and the former Libyan leader Muammar Ghaddafi. Long-ruling state leaders Some state leaders hold on to their power for decades, amd survive several coup attempts. Since 1900, Fidel Castro, who ruled Cuba for over 50 years, was the longest ruling non-royal leader. Of the current state leaders, Paul Biya in Cameroon holds the record for the longest ruling leader.

July 2024 saw an incredibly close assassination attempt on former President Donald Trump while he was on the campaign trail for the 2024 presidential election. While speaking to his audience, a bullet whizzed past Trump's head, nicking him on the ear and drawing blood in the process, before the Secret Service escorted him to safety. One spectator was killed while shielding family members from the gunfire, and two more were shot but survived, before the perpetrator was shot and killed by security services. Throughout U.S. history, there have been numerous plots and attempts to assassinate U.S. presidents. The first known case was a failed attempt on Andrew Jackson's life in 1835, where both the assassin's guns misfired due to moisture in the air and Jackson then beat the culprit into submission with his cane. More recent attempts include separate, high-profile cases in October 2018, where sixteen bombs were sent via mail to prominent Democrats (including presidents Obama and Clinton), Trump critics, and news outlets, while another culprit sent letters laced with ricin to President Trump and senior U.S. military figures. Throughout history, the majority of these plots have been uncovered or prevented, however several have come close to achieving their aims and four have resulted in the successful assassination of a sitting president. Successful attempts The first successful assassination occurred in 1865, when Confederate sympathizers and spies plotted to kill the three highest-ranking figures in the Union, in an effort to re-ignite the American Civil War. Of the three targets, only Lincoln was assassinated after being shot in the head by John Wilkes Booth. Lincoln died within 12 hours of being shot, which was much sooner than the second presidential assassination, where James Garfield took almost four months to eventually die from his wounds after being shot in a train station in 1881. The third U.S. president to be assassinated was William McKinley, who was shot twice while meeting members of the public just six months into his second term. The attempt was not immediately fatal and McKinley was even able to dissuade bystanders from killing his attacker, however, one of the bullets was never found and McKinley passed away one week after the attack. The most recent U.S. president to have been assassinated was John F. Kennedy, who was shot by former marine and defector to the Soviet Union, Lee Harvey Oswald. Oswald shot Kennedy from the sixth floor of a nearby warehouse during a public motorcade in Dallas, Texas in 1963, and Kennedy died almost immediately. Although official investigations, forensic tests and eyewitness accounts corroborate the official story that Oswald acted alone, a high number of conspiracy theories surround the event, and a large share of the U.S. population believes that the assassination is part of a larger plot or cover-up, orchestrated by either the CIA, mafia, or foreign entities (among other theories). Close calls While on the 1912 campaign trail, former president Theodore Roosevelt was shot in the chest before giving a speech. Roosevelt knew that the injury was not fatal, and proceeded to deliver an 84 minute speech before seeking medical attention. In 1981, a gunman shot six bullets at Ronald Reagan as he was meeting a crowd outside a Washington hotel, injuring the president and three others in the attack. One bullet had ricocheted off the side of a car, punctured the president's lung, and caused severe internal bleeding. The president almost died en route to the hospital, but doctors were able to stabilize him and remove the bullet; Reagan returned to the White House less than two weeks later. Another close call was where a gunman fired shots at President-Elect Franklin D. Roosevelt's car in 1933, missing the President but killing the Mayor of Chicago in the attack. Coincidentally, the only female culprits in these attempts both tried to assassinate President Gerald Ford, in two unrelated attacks in California in September, 1975. The first (who was a member of the Manson Family) was stopped before she could get a shot off at the president, while the second was restrained after shooting twice and injuring one bystander -Ford was unharmed in both attacks. Another near miss was an unsuccessful attempt on Abraham Lincoln's life nine months before his successful assassination; the bullet went through his distinctive, stovepipe hat as he was riding to his summer cottage one evening. The only attempt included here that did not involve a firearm and did not take place in the United States was when a grenade was thrown on stage in Tbilisi, Georgia, as George W. Bush was making a speech there in 2005. Although the pin had been removed, the handkerchief used to conceal the grenade was wrapped too tightly around it for the lever for it to detach; nobody was injured in this attempt; however, the culprit did kill one agent as he was being arrested two months later.

The rate of fatal police shootings in the United States shows large differences based on ethnicity. Among Black Americans, the rate of fatal police shootings between 2015 and December 2024 stood at 6.1 per million of the population per year, while for white Americans, the rate stood at 2.4 fatal police shootings per million of the population per year. Police brutality in the United States Police brutality is a major issue in the United States, but recently saw a spike in online awareness and protests following the murder of George Floyd, an African American who was killed by a Minneapolis police officer. Just a few months before, Breonna Taylor was fatally shot in her apartment when Louisville police officers forced entry into her apartment. Despite the repeated fatal police shootings across the country, police accountability has not been adequate according to many Americans. A majority of Black Americans thought that police officers were not held accountable for their misconduct, while less than half of White Americans thought the same. Political opinions Not only are there differences in opinion between ethnicities on police brutality, but there are also major differences between political parties. A majority of Democrats in the United States thought that police officers were not held accountable for their misconduct, while a majority of Republicans that they were held accountable. Despite opposing views on police accountability, both Democrats and Republicans agree that police should be required to be trained in nonviolent alternatives to deadly force.

Context

Do you know that Pakistan is the second most dangerous country in the world to be a politician or to run the elections? Thirty politicians have been killed in fifty-one attacks in last 70 years, and the trend does not seem to change its trajectory. Out of those participating in these political rallies, 734 got killed and 1,752 were injured.

It all started with the assassination of the first Prime Minister Liaquat Ali Khan on October 16, 1951. Hayat Sherpao, General Zia-ul-Haq, Siddiq Khan Kanju, Hakim Muhammad Saeed, Azam Tariq, Imran Farooq, Iqbal Masih, Shahzad Bhatti, Salman Taseer, Bashir Bilour, Abdul Raziq Bugti, Bungal Bugti, Benazir Bhutto and most recently Haroon Bilour and Siraj Raisani were added to the list of assassinated Pakistani politicians. There were a few failed attempts too, for example, Pervez Musharraf survived four while MQM’s Izhar-ul-hassan and Rashid Godil escaped one assassination attempts each. Moreover, I am not counting assassinations carried out by state-actors like for Zulfiqar Ali Bhutto, Akbar Bugti, Murtaza Bhutto and Shahnawaz Bhutto.
Mexico comes at first place with 133 politicians killed, Russia comes third with 33 and India comes at fourth place with 23 – Mahatma Gandhi, Indira Gandhi, Rajiv Gandhi, Partab Singh, Phoolan Devi and Pramod Mahajan are few notable ones. The list includes 1 prime minister, 2 opposition leaders, 3 home ministers and 2 chief ministers.

There is also an old recipe of using violence and killings as an apparatus for election delays, maneuvers and control. The history of elections and the violence go hand in hand – 92 people getting killed in Kenya’s election or 31 in Honduras, 80 candidates in Mexico or 11 in Assam, India, or even 74 in Pakistan’s last elections.

The deadly cycle of violence has already started for this election. Haroon Bilour of Awami National Party (ANP) got killed with 20 others and 65 wounded in a suicide bombing attack in Peshawar. 149 got killed, and 186 left injured in a deadly suicide bombing attack on BAP’s leader Siraj Raisani. Four people died, and 10 got injured after an explosion near JUI-F’s Akram Durrani rally in Bannu. And former senator and ANP leader Daud Achakzai got injured in a firing incident at Qilla Abdullah, Baluchistan. Total tally comes to 174 dead, and 262 injured so far, making it one of the deadliest elections in Pakistan. Mastung blast is the second most lethal terrorist attack in the history of Pakistan with 149 dead, 139 people died in 2007 attack on Benazir Bhutto in Karachi, and 150 killed in the APS attack in Peshawar in 2014.

Content

The dataset contains the following fields:

Serial No, Politicians Name, Day, Date, Day Type, Time, City, Province, Location, Location Type, Latitude, Longitude, Party Name, Number of people killed and Injured and Target Status (Survived or Dead).

Acknowledgements

The dataset should be referenced as “Zeeshan-ul-hassan Usmani, Shams-ul-Arfeen, Sana Rasheed, Assassination of Pakistan’s Politicians (1951-2018), Kaggle, July 16, 2018.

Inspiration

Here is the list of ideas we are working on and like you to help. Please post your kernels and analysis

1. Help us improve the dataset and list the missing incidents with details (if any). You can do so by uploading a new version of the dataset or contacting us

2. See how these incidents have influence voter’s turn out in respective and adjacent constituencies. You can link our Pakistan Elections Dataset for analysis

3. Find out if killing the politician would help opponents win the election?

4. Plot if visually on Pakistan’s map as we have provided long-lat information

5. Compare the numbers with other countries

6. Historically, find out which constituencies are dangerous with a heat map and see if we can predict the location of next violence

7. Rank the parties based on the number of attacks and killings

8. What day or time is the deadliest

9. Any other pattern you can see or visualize

10. Any other dataset suggestion we should combine with this dataset

11. Surprise Me!

As of September 4, there were two mass shootings in the United States in 2024. This is compared to one mass shooting in 1982, one in 2000, and 12 mass shootings in 2022 and 2023. School shootings The United States sees the most school shootings in the world. Some motivations for school shootings included depression, seeking revenge, and bullying. As a result of the large amount of school shootings, gun control has become a central topic in U.S. politics. This widespread problem happens across the United States; however California saw the highest number of K-12 school shootings in the United States since 1970. However, the deadliest school shooting (as of October 2023) was the Virginia Tech massacre in 2007. This tragedy left 33 dead and 23 injured. Mass shooting issues Mass shootings happen when there are several injuries or deaths from a firearm-related violence. Throughout the last century, mass shootings have become an epidemic in the United States. However, despite the increase in mass shootings and number of casualties, the U.S. government has done little to prevent future shootings from happening. As a result of the lack of cooperation in politics, mass shootings have become an important issue for Generation Z living in the United States. Furthermore, having the right to bear arms is a popular belief in the U.S. and the percentage of households in the United States owning at least one firearm has remained somewhat steady since 1972.

In 2022, there were 48,204 fatalities caused by injuries related to firearms in the United States, a slight decrease from the previous year. In 2021, there were 48,830 firearm deaths, the highest number of gun deaths ever recorded in the country. However, this figure has remained relatively high over the past 25 years, with 37,155 firearm deaths in 1990, and a slight dip in fatalities between 1999 and 2002. Firearms in the United States The right to own firearms in the United States is enshrined in the 2nd Amendment of the U.S. Constitution, and while this right may be seen as quintessentially American, the relationship between Americans and their firearms has become fraught in the last few years. The proliferation of mass shootings in the U.S. has brought the topic of gun control into the national spotlight, with support for banning assault-style weapons a particularly divisive issue among Americans. Gun control With a little less than half of all Americans owning at least one firearm and the highest rate of civilian gun ownership in the world, it is easy to see how the idea of gun control is a political minefield in the U.S. However, public opinion has begun to shift over the past ten years, and a majority of Americans report that laws governing the sale of firearms should be stricter than they are now.

Ten presidents have been assassinated in the Americas since 1946, starting with Gualberto Villarroel, Bolivian president and military officer murdered during the protests and riots that took place in Bolivia in July 1946. The most recent magnicide happened on July 7, 2021, when the president of Haiti, Jovenel Moïse, was assassinated in his home, fueling the country's already heightened social and political unrest.

Since 1789, the United States has had 45 different men serve as president, of which six are still alive today (officially there have been 46 presidents, as Grover Cleveland is counted twice). At 78 years old, incumbent President Joe Biden became the oldest man to ever ascend to the presidency in 2021; this was six years older than the average life expectancy of all U.S. presidents, and he will be 10 years older when he leaves office. Eight presidents have died while in office, including four who were assassinated by gunshot, and four who died of natural causes. The president who died at the youngest age was John F. Kennedy, who was assassinated at 46 years old in Texas in 1963; Kennedy was also the youngest man ever elected to the office of president. The longest living president in history is Jimmy Carter, who celebrated his 100th birthday in October 2024, and the youngest currently-living president is Barack Obama, who turned 63 in August 2024. Coincidentally, presidents Clinton, Bush Jr., and Trump were all born within 66 days of one another, between June and August 1946. The most recent death of a president occurred in 2018, when George H. W. Bush (the oldest ever president at the time) passed away after a long battle with Parkinson's disease. The most common cause of death for U.S. presidents is via a heart attack, heart failure or cardiovascular disease; one quarter of all U.S. presidents have died due to these causes, most recently, Gerald R. Ford, who passed away due to cardiovascular disease in 2006. A further eight presidents have passed away due to a stroke, including Richard Nixon, who died in 1994. George Washington The U.S.' first president, George Washington, died after developing a severe inflammation of the throat, which modern scholars suspect to have been epiglottitis. However, many suspect that it was the treatments used to treat this illness that ultimately led to his death. After spending a prolonged period in cold and wet weather, Washington fell ill and ordered his doctor to let one pint of blood from his body. As his condition deteriorated, his doctors removed a further four pints in an attempt to cure him (the average human has between eight and twelve pints of blood in their body). Washington passed away within two days of his first symptoms showing, leading many to believe that this was due to medical malpractice and not due to the inflammation in his throat. Bloodletting was one of the most common and accepted medical practices from ancient Egyptian and Greek times until the nineteenth century, when doctors began to realize how ineffective it was; today, it is only used to treat extremely rare conditions, and its general practice is heavily discouraged. Zachary Taylor Another rare and disputed cause of death for a U.S. president was that of Zachary Taylor, who died sixteen months into his first term in office. Taylor had been celebrating the Fourth of July in the nation's capital in 1850, where he began to experience stomach cramps after eating copious amounts of cherries, other fruits, and iced milk. As his condition worsened, he drank a large amount of water in an attempt to alleviate his symptoms, but to no avail. Taylor died of gastroenteritis five days later, after being treated with a heavy dose of drugs and bloodletting. The most commonly accepted theories for his illness are that the ice used in the milk and the water consumed afterwards were contaminated with cholera, and that this was further exacerbated by the large amounts of acid in his system from eating so much fruit. There are some suggestions that recovery was feasible, but the actions of his doctors had made this impossible. Additionally, there have been conspiracy theories suggesting that Taylor was poisoned by pro-slavery secessionists from the Southern States, although there appears to be no evidence to back this up.

Most estimates place the total number of deaths during the Second World War at around 70-85 million people. Approximately 17 million of these deaths (20-25 percent of the total) were due to crimes against humanity carried out by the Nazi regime in Europe. In comparison to the millions of deaths that took place through conflict, famine, or disease, these 17 million stand out due to the reasoning behind them, along with the systematic nature and scale in which they were carried out. Nazi ideology claimed that the Aryan race (a non-existent ethnic group referring to northern Europeans) was superior to all other ethnicities; this became the justification for German expansion and the extermination of others. During the war, millions of people deemed to be of lesser races were captured and used as slave laborers, with a large share dying of exhaustion, starvation, or individual execution. Murder campaigns were also used for systematic extermination; the most famous of these were the extermination camps, such as at Auschwitz, where roughly 80 percent of the 1.1 million victims were murdered in gas chambers upon arrival at the camp. German death squads in Eastern Europe carried out widespread mass shootings, and up to two million people were killed in this way. In Germany itself, many disabled, homosexual, and "undesirables" were also killed or euthanized as part of a wider eugenics program, which aimed to "purify" German society.

The Holocaust Of all races, the Nazi's viewed Jews as being the most inferior. Conspiracy theories involving Jews go back for centuries in Europe, and they have been repeatedly marginalized throughout history. German fascists used the Jews as scapegoats for the economic struggles during the interwar period. Following Hitler's ascendency to the Chancellorship in 1933, the German authorities began constructing concentration camps for political opponents and so-called undesirables, but the share of Jews being transported to these camps gradually increased in the following years, particularly after Kristallnacht (the Night of Broken Glass) in 1938. In 1939, Germany then invaded Poland, home to Europe's largest Jewish population. German authorities segregated the Jewish population into ghettos, and constructed thousands more concentration and detention camps across Eastern Europe, to which millions of Jews were transported from other territories. By the end of the war, over two thirds of Europe's Jewish population had been killed, and this share is higher still when one excludes the neutral or non-annexed territories.

Lebensraum Another key aspect of Nazi ideology was that of the Lebensraum (living space). Both the populations of the Soviet Union and United States were heavily concentrated in one side of the country, with vast territories extending to the east and west, respectively. Germany was much smaller and more densely populated, therefore Hitler aspired to extend Germany's territory to the east and create new "living space" for Germany's population and industry to grow. While Hitler may have envied the U.S. in this regard, the USSR was seen as undeserving; Slavs were the largest major group in the east and the Nazis viewed them as inferior, which was again used to justify the annexation of their land and subjugation of their people. As the Germans took Slavic lands in Poland, the USSR, and Yugoslavia, ethnic cleansings (often with the help of local conspirators) became commonplace in the annexed territories. It is also believed that the majority of Soviet prisoners of war (PoWs) died through starvation and disease, and they were not given the same treatment as PoWs on the western front. The Soviet Union lost as many as 27 million people during the war, and 10 million of these were due to Nazi genocide. It is estimated that Poland lost up to six million people, and almost all of these were through genocide.