{
  "run": "562-left-handers-mortality",
  "as_of": "2026-10-05",
  "source": "Wikidata Query Service (query.wikidata.org/sparql), live SPARQL pull -- every human item (P31=Q5) carrying a handedness statement (P552) plus a birth date (P569) and death date (P570); sex (P21) carried through where present but not used in the fit",
  "n_raw_pull": 523,
  "n_fit": 517,
  "n_left": 133,
  "n_right": 384,
  "naive_fit": {
    "slope": -4.74,
    "slope_ci95": [
      -8.39,
      -1.08
    ],
    "r2": 0.0124,
    "p": 0.011135836328938107,
    "mean_age_left": 67.73,
    "mean_age_right": 72.47,
    "welch_t": -2.5057645390427816,
    "welch_p": 0.012932418989692492,
    "bootstrap_ci95": [
      -8.47,
      -1.03
    ],
    "bootstrap_frac_negative": 0.9945
  },
  "birth_year_vs_handedness": {
    "slope_per_year": -0.00042,
    "slope_ci95": [
      -0.00074,
      -9e-05
    ],
    "r2": 0.0124,
    "p": 0.011357831792380532,
    "mean_birth_year_left": 1890.5,
    "mean_birth_year_right": 1920.1
  },
  "controlled_fit": {
    "left_handed_coef": -5.01,
    "left_handed_ci95": [
      -8.68,
      -1.33
    ],
    "left_handed_p": 0.00764714581204573,
    "birth_year_coef": -0.009,
    "birth_year_ci95": [
      -0.023,
      0.005
    ],
    "r2": 0.0157,
    "n": 517
  },
  "era_split": {
    "pre_1950": {
      "n": 424,
      "slope": -2.79,
      "slope_ci95": [
        -6.36,
        0.77
      ],
      "p": 0.12450735167842336
    },
    "post_1950": {
      "n": 93,
      "slope": 3.77,
      "slope_ci95": [
        -2.67,
        10.2
      ],
      "p": 0.2478293529911491
    }
  },
  "athlete_split": {
    "n_racket_athletes": 224,
    "n_non_athletes": 293,
    "racket_athletes": {
      "n": 224,
      "slope": 3.11,
      "slope_ci95": [
        -4.2,
        10.43
      ],
      "p": 0.402718442827181
    },
    "non_athletes": {
      "n": 293,
      "slope": -6.89,
      "slope_ci95": [
        -11.22,
        -2.56
      ],
      "p": 0.0019131067402571185,
      "bootstrap_ci95": [
        -11.47,
        -2.71
      ],
      "bootstrap_frac_negative": 0.9998
    }
  },
  "table": [
    {
      "name": "Aristotle",
      "handedness": "left-handedness",
      "birth_year": -383,
      "death_year": -321,
      "age_at_death": 62,
      "is_racket_athlete": false
    },
    {
      "name": "Lloque Yupanqui",
      "handedness": "left-handedness",
      "birth_year": 1260,
      "death_year": 1290,
      "age_at_death": 30,
      "is_racket_athlete": false
    },
    {
      "name": "Leonardo da Vinci",
      "handedness": "left-handedness",
      "birth_year": 1452,
      "death_year": 1519,
      "age_at_death": 67,
      "is_racket_athlete": false
    },
    {
      "name": "Ismail I",
      "handedness": "left-handedness",
      "birth_year": 1487,
      "death_year": 1524,
      "age_at_death": 37,
      "is_racket_athlete": false
    },
    {
      "name": "Wei Zhongxian",
      "handedness": "left-handedness",
      "birth_year": 1568,
      "death_year": 1627,
      "age_at_death": 59,
      "is_racket_athlete": false
    },
    {
      "name": "Isaac Newton",
      "handedness": "left-handedness",
      "birth_year": 1643,
      "death_year": 1727,
      "age_at_death": 84,
      "is_racket_athlete": false
    },
    {
      "name": "Maria Cecilia Guardi",
      "handedness": "left-handedness",
      "birth_year": 1702,
      "death_year": 1779,
      "age_at_death": 77,
      "is_racket_athlete": false
    },
    {
      "name": "Carl Philipp Emanuel Bach",
      "handedness": "left-handedness",
      "birth_year": 1714,
      "death_year": 1788,
      "age_at_death": 74,
      "is_racket_athlete": false
    },
    {
      "name": "Vivant Denon",
      "handedness": "right-handedness",
      "birth_year": 1747,
      "death_year": 1825,
      "age_at_death": 78,
      "is_racket_athlete": false
    },
    {
      "name": "Napoleon",
      "handedness": "left-handedness",
      "birth_year": 1769,
      "death_year": 1821,
      "age_at_death": 52,
      "is_racket_athlete": false
    },
    {
      "name": "Princess Elizabeth of the United Kingdom",
      "handedness": "right-handedness",
      "birth_year": 1770,
      "death_year": 1840,
      "age_at_death": 70,
      "is_racket_athlete": false
    },
    {
      "name": "Felice Schiavoni",
      "handedness": "right-handedness",
      "birth_year": 1803,
      "death_year": 1881,
      "age_at_death": 78,
      "is_racket_athlete": false
    },
    {
      "name": "Giovanni Schiavoni",
      "handedness": "right-handedness",
      "birth_year": 1804,
      "death_year": 1848,
      "age_at_death": 44,
      "is_racket_athlete": false
    },
    {
      "name": "Hans Christian Andersen",
      "handedness": "left-handedness",
      "birth_year": 1805,
      "death_year": 1875,
      "age_at_death": 70,
      "is_racket_athlete": false
    },
    {
      "name": "Lewis Carroll",
      "handedness": "left-handedness",
      "birth_year": 1832,
      "death_year": 1898,
      "age_at_death": 66,
      "is_racket_athlete": false
    },
    {
      "name": "Arturo Graf",
      "handedness": "right-handedness",
      "birth_year": 1848,
      "death_year": 1913,
      "age_at_death": 65,
      "is_racket_athlete": false
    },
    {
      "name": "Girolamo Vitelli",
      "handedness": "right-handedness",
      "birth_year": 1849,
      "death_year": 1935,
      "age_at_death": 86,
      "is_racket_athlete": false
    },
    {
      "name": "Col. Leslie Davidson",
      "handedness": "right-handedness",
      "birth_year": 1850,
      "death_year": 1915,
      "age_at_death": 65,
      "is_racket_athlete": false
    },
    {
      "name": "Spencer Gore",
      "handedness": "right-handedness",
      "birth_year": 1850,
      "death_year": 1906,
      "age_at_death": 56,
      "is_racket_athlete": true
    },
    {
      "name": "James Dwight",
      "handedness": "right-handedness",
      "birth_year": 1852,
      "death_year": 1917,
      "age_at_death": 65,
      "is_racket_athlete": true
    },
    {
      "name": "Utagawa Kunimatsu",
      "handedness": "left-handedness",
      "birth_year": 1854,
      "death_year": 1944,
      "age_at_death": 90,
      "is_racket_athlete": false
    },
    {
      "name": "Frank Hadow",
      "handedness": "right-handedness",
      "birth_year": 1855,
      "death_year": 1946,
      "age_at_death": 91,
      "is_racket_athlete": true
    },
    {
      "name": "Adolfo Venturi",
      "handedness": "right-handedness",
      "birth_year": 1856,
      "death_year": 1941,
      "age_at_death": 85,
      "is_racket_athlete": false
    },
    {
      "name": "William Renshaw",
      "handedness": "right-handedness",
      "birth_year": 1861,
      "death_year": 1904,
      "age_at_death": 43,
      "is_racket_athlete": true
    },
    {
      "name": "Ernest Renshaw",
      "handedness": "right-handedness",
      "birth_year": 1861,
      "death_year": 1899,
      "age_at_death": 38,
      "is_racket_athlete": true
    },
    {
      "name": "Henry Warner Slocum, Jr.",
      "handedness": "right-handedness",
      "birth_year": 1862,
      "death_year": 1949,
      "age_at_death": 87,
      "is_racket_athlete": true
    },
    {
      "name": "Henry Ford",
      "handedness": "left-handedness",
      "birth_year": 1863,
      "death_year": 1947,
      "age_at_death": 84,
      "is_racket_athlete": false
    },
    {
      "name": "Max Weber",
      "handedness": "right-handedness",
      "birth_year": 1864,
      "death_year": 1920,
      "age_at_death": 56,
      "is_racket_athlete": false
    },
    {
      "name": "May Langrishe",
      "handedness": "right-handedness",
      "birth_year": 1864,
      "death_year": 1939,
      "age_at_death": 75,
      "is_racket_athlete": true
    },
    {
      "name": "Willoughby James Hamilton",
      "handedness": "right-handedness",
      "birth_year": 1864,
      "death_year": 1943,
      "age_at_death": 79,
      "is_racket_athlete": true
    },
    {
      "name": "Harold Mahony",
      "handedness": "right-handedness",
      "birth_year": 1867,
      "death_year": 1905,
      "age_at_death": 38,
      "is_racket_athlete": true
    },
    {
      "name": "Q7186",
      "handedness": "left-handedness",
      "birth_year": 1867,
      "death_year": 1934,
      "age_at_death": 67,
      "is_racket_athlete": false
    },
    {
      "name": "Grace Roosevelt",
      "handedness": "right-handedness",
      "birth_year": 1867,
      "death_year": 1945,
      "age_at_death": 78,
      "is_racket_athlete": true
    },
    {
      "name": "Arthur Gore",
      "handedness": "right-handedness",
      "birth_year": 1868,
      "death_year": 1928,
      "age_at_death": 60,
      "is_racket_athlete": true
    },
    {
      "name": "Frederick Hovey",
      "handedness": "right-handedness",
      "birth_year": 1868,
      "death_year": 1945,
      "age_at_death": 77,
      "is_racket_athlete": true
    },
    {
      "name": "Ellen Roosevelt",
      "handedness": "right-handedness",
      "birth_year": 1868,
      "death_year": 1954,
      "age_at_death": 86,
      "is_racket_athlete": true
    },
    {
      "name": "Mohamed Seghir Boushaki",
      "handedness": "right-handedness",
      "birth_year": 1869,
      "death_year": 1959,
      "age_at_death": 90,
      "is_racket_athlete": false
    },
    {
      "name": "Mahatma Gandhi",
      "handedness": "left-handedness",
      "birth_year": 1869,
      "death_year": 1948,
      "age_at_death": 79,
      "is_racket_athlete": false
    },
    {
      "name": "Bertha Townsend",
      "handedness": "right-handedness",
      "birth_year": 1869,
      "death_year": 1909,
      "age_at_death": 40,
      "is_racket_athlete": true
    },
    {
      "name": "Joshua Pim",
      "handedness": "right-handedness",
      "birth_year": 1869,
      "death_year": 1942,
      "age_at_death": 73,
      "is_racket_athlete": true
    },
    {
      "name": "Maud Barger-Wallach",
      "handedness": "right-handedness",
      "birth_year": 1870,
      "death_year": 1959,
      "age_at_death": 89,
      "is_racket_athlete": true
    },
    {
      "name": "Charlotte Cooper",
      "handedness": "right-handedness",
      "birth_year": 1870,
      "death_year": 1966,
      "age_at_death": 96,
      "is_racket_athlete": true
    },
    {
      "name": "Hassan Hammad",
      "handedness": "right-handedness",
      "birth_year": 1870,
      "death_year": 1942,
      "age_at_death": 72,
      "is_racket_athlete": false
    },
    {
      "name": "Oliver Campbell",
      "handedness": "right-handedness",
      "birth_year": 1871,
      "death_year": 1953,
      "age_at_death": 82,
      "is_racket_athlete": true
    },
    {
      "name": "Lottie Dod",
      "handedness": "right-handedness",
      "birth_year": 1871,
      "death_year": 1960,
      "age_at_death": 89,
      "is_racket_athlete": true
    },
    {
      "name": "William Larned",
      "handedness": "right-handedness",
      "birth_year": 1872,
      "death_year": 1926,
      "age_at_death": 54,
      "is_racket_athlete": true
    },
    {
      "name": "Horace Rice",
      "handedness": "left-handedness",
      "birth_year": 1872,
      "death_year": 1950,
      "age_at_death": 78,
      "is_racket_athlete": true
    },
    {
      "name": "Calvin Coolidge",
      "handedness": "right-handedness",
      "birth_year": 1872,
      "death_year": 1933,
      "age_at_death": 61,
      "is_racket_athlete": false
    },
    {
      "name": "Sergei Rachmaninoff",
      "handedness": "left-handedness",
      "birth_year": 1873,
      "death_year": 1943,
      "age_at_death": 70,
      "is_racket_athlete": false
    },
    {
      "name": "Colette",
      "handedness": "right-handedness",
      "birth_year": 1873,
      "death_year": 1954,
      "age_at_death": 81,
      "is_racket_athlete": false
    },
    {
      "name": "Herbert Roper Barrett",
      "handedness": "right-handedness",
      "birth_year": 1873,
      "death_year": 1943,
      "age_at_death": 70,
      "is_racket_athlete": true
    },
    {
      "name": "Helen Hellwig",
      "handedness": "right-handedness",
      "birth_year": 1874,
      "death_year": 1960,
      "age_at_death": 86,
      "is_racket_athlete": true
    },
    {
      "name": "Herbert Hoover",
      "handedness": "left-handedness",
      "birth_year": 1874,
      "death_year": 1964,
      "age_at_death": 90,
      "is_racket_athlete": false
    },
    {
      "name": "Winston Churchill",
      "handedness": "left-handedness",
      "birth_year": 1874,
      "death_year": 1965,
      "age_at_death": 91,
      "is_racket_athlete": false
    },
    {
      "name": "Evelyn Sears",
      "handedness": "left-handedness",
      "birth_year": 1875,
      "death_year": 1966,
      "age_at_death": 91,
      "is_racket_athlete": true
    },
    {
      "name": "Malcolm Chace",
      "handedness": "right-handedness",
      "birth_year": 1875,
      "death_year": 1955,
      "age_at_death": 80,
      "is_racket_athlete": true
    },
    {
      "name": "Kathleen Atkinson",
      "handedness": "right-handedness",
      "birth_year": 1875,
      "death_year": 1957,
      "age_at_death": 82,
      "is_racket_athlete": true
    },
    {
      "name": "Elisabeth Moore",
      "handedness": "right-handedness",
      "birth_year": 1876,
      "death_year": 1959,
      "age_at_death": 83,
      "is_racket_athlete": true
    },
    {
      "name": "Stewart Marsden Massey",
      "handedness": "right-handedness",
      "birth_year": 1877,
      "death_year": 1934,
      "age_at_death": 57,
      "is_racket_athlete": true
    },
    {
      "name": "Norman Brookes",
      "handedness": "left-handedness",
      "birth_year": 1877,
      "death_year": 1968,
      "age_at_death": 91,
      "is_racket_athlete": true
    },
    {
      "name": "Malcolm Whitman",
      "handedness": "right-handedness",
      "birth_year": 1877,
      "death_year": 1932,
      "age_at_death": 55,
      "is_racket_athlete": true
    },
    {
      "name": "Harold Hackett",
      "handedness": "right-handedness",
      "birth_year": 1878,
      "death_year": 1937,
      "age_at_death": 59,
      "is_racket_athlete": true
    },
    {
      "name": "Dorothea Douglass",
      "handedness": "right-handedness",
      "birth_year": 1878,
      "death_year": 1960,
      "age_at_death": 82,
      "is_racket_athlete": true
    },
    {
      "name": "Holcombe Ward",
      "handedness": "right-handedness",
      "birth_year": 1878,
      "death_year": 1967,
      "age_at_death": 89,
      "is_racket_athlete": true
    },
    {
      "name": "Marion Jones Farquhar",
      "handedness": "right-handedness",
      "birth_year": 1879,
      "death_year": 1965,
      "age_at_death": 86,
      "is_racket_athlete": true
    },
    {
      "name": "Bert St. John",
      "handedness": "left-handedness",
      "birth_year": 1879,
      "death_year": 1932,
      "age_at_death": 53,
      "is_racket_athlete": true
    },
    {
      "name": "Dwight Filley Davis Sr.",
      "handedness": "left-handedness",
      "birth_year": 1879,
      "death_year": 1945,
      "age_at_death": 66,
      "is_racket_athlete": true
    },
    {
      "name": "Ethel Thomson Larcombe",
      "handedness": "right-handedness",
      "birth_year": 1879,
      "death_year": 1965,
      "age_at_death": 86,
      "is_racket_athlete": true
    },
    {
      "name": "Theodore Pell",
      "handedness": "right-handedness",
      "birth_year": 1879,
      "death_year": 1967,
      "age_at_death": 88,
      "is_racket_athlete": true
    },
    {
      "name": "Pablo Picasso",
      "handedness": "left-handedness",
      "birth_year": 1881,
      "death_year": 1973,
      "age_at_death": 92,
      "is_racket_athlete": false
    },
    {
      "name": "Mustafa Kemal Atat\u00fcrk",
      "handedness": "right-handedness",
      "birth_year": 1881,
      "death_year": 1938,
      "age_at_death": 57,
      "is_racket_athlete": false
    },
    {
      "name": "James Cecil Parke",
      "handedness": "right-handedness",
      "birth_year": 1881,
      "death_year": 1946,
      "age_at_death": 65,
      "is_racket_athlete": true
    },
    {
      "name": "Dora Boothby",
      "handedness": "right-handedness",
      "birth_year": 1881,
      "death_year": 1970,
      "age_at_death": 89,
      "is_racket_athlete": true
    },
    {
      "name": "James Joyce",
      "handedness": "right-handedness",
      "birth_year": 1882,
      "death_year": 1941,
      "age_at_death": 59,
      "is_racket_athlete": false
    },
    {
      "name": "Connie Walsh",
      "handedness": "right-handedness",
      "birth_year": 1882,
      "death_year": 1953,
      "age_at_death": 71,
      "is_racket_athlete": false
    },
    {
      "name": "Franklin Delano Roosevelt",
      "handedness": "right-handedness",
      "birth_year": 1882,
      "death_year": 1945,
      "age_at_death": 63,
      "is_racket_athlete": false
    },
    {
      "name": "Marie Wagner",
      "handedness": "right-handedness",
      "birth_year": 1883,
      "death_year": 1975,
      "age_at_death": 92,
      "is_racket_athlete": true
    },
    {
      "name": "Molla Mallory",
      "handedness": "right-handedness",
      "birth_year": 1884,
      "death_year": 1959,
      "age_at_death": 75,
      "is_racket_athlete": true
    },
    {
      "name": "Harry S. Truman",
      "handedness": "left-handedness",
      "birth_year": 1884,
      "death_year": 1972,
      "age_at_death": 88,
      "is_racket_athlete": false
    },
    {
      "name": "May Sutton",
      "handedness": "right-handedness",
      "birth_year": 1886,
      "death_year": 1975,
      "age_at_death": 89,
      "is_racket_athlete": true
    },
    {
      "name": "Hazel Hotchkiss Wightman",
      "handedness": "right-handedness",
      "birth_year": 1886,
      "death_year": 1974,
      "age_at_death": 88,
      "is_racket_athlete": true
    },
    {
      "name": "Germaine Golding",
      "handedness": "right-handedness",
      "birth_year": 1887,
      "death_year": 1973,
      "age_at_death": 86,
      "is_racket_athlete": true
    },
    {
      "name": "Radasla\u016d Astro\u016dski",
      "handedness": "right-handedness",
      "birth_year": 1887,
      "death_year": 1976,
      "age_at_death": 89,
      "is_racket_athlete": false
    },
    {
      "name": "Ladislav \u017demla",
      "handedness": "right-handedness",
      "birth_year": 1887,
      "death_year": 1955,
      "age_at_death": 68,
      "is_racket_athlete": true
    },
    {
      "name": "Phraya Phahonphonphayuhasena",
      "handedness": "right-handedness",
      "birth_year": 1887,
      "death_year": 1947,
      "age_at_death": 60,
      "is_racket_athlete": false
    },
    {
      "name": "Silvio D'Amico",
      "handedness": "right-handedness",
      "birth_year": 1887,
      "death_year": 1955,
      "age_at_death": 68,
      "is_racket_athlete": false
    },
    {
      "name": "Giuseppe Ungaretti",
      "handedness": "right-handedness",
      "birth_year": 1888,
      "death_year": 1970,
      "age_at_death": 82,
      "is_racket_athlete": false
    },
    {
      "name": "Marjorie Barrett",
      "handedness": "left-handedness",
      "birth_year": 1889,
      "death_year": 1968,
      "age_at_death": 79,
      "is_racket_athlete": true
    },
    {
      "name": "Dwight D. Eisenhower",
      "handedness": "right-handedness",
      "birth_year": 1890,
      "death_year": 1969,
      "age_at_death": 79,
      "is_racket_athlete": false
    },
    {
      "name": "Willie Adams",
      "handedness": "right-handedness",
      "birth_year": 1890,
      "death_year": 1937,
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      "name": "Lim Say Hup",
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      "name": "Jean-Claude M\u00e9zi\u00e8res",
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      "name": "Jimi Hendrix",
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      "name": "Sam Parrilla",
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      "name": "Owen Davidson",
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    {
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    {
      "name": "Jos\u00e9 Wilker",
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      "name": "Francesco Surdich",
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      "birth_year": 1983,
      "death_year": 2023,
      "age_at_death": 40,
      "is_racket_athlete": true
    },
    {
      "name": "Charlie Dalin",
      "handedness": "right-handedness",
      "birth_year": 1984,
      "death_year": 2026,
      "age_at_death": 42,
      "is_racket_athlete": false
    },
    {
      "name": "Markis Kido",
      "handedness": "right-handedness",
      "birth_year": 1984,
      "death_year": 2021,
      "age_at_death": 37,
      "is_racket_athlete": true
    },
    {
      "name": "Rian Sukmawan",
      "handedness": "right-handedness",
      "birth_year": 1985,
      "death_year": 2016,
      "age_at_death": 31,
      "is_racket_athlete": true
    },
    {
      "name": "Karyn Velez",
      "handedness": "right-handedness",
      "birth_year": 1990,
      "death_year": 2013,
      "age_at_death": 23,
      "is_racket_athlete": true
    },
    {
      "name": "Kim Jong-hyun",
      "handedness": "left-handedness",
      "birth_year": 1990,
      "death_year": 2017,
      "age_at_death": 27,
      "is_racket_athlete": false
    },
    {
      "name": "Glenn Foster",
      "handedness": "left-handedness",
      "birth_year": 1990,
      "death_year": 2021,
      "age_at_death": 31,
      "is_racket_athlete": false
    },
    {
      "name": "Erik Meijs",
      "handedness": "right-handedness",
      "birth_year": 1991,
      "death_year": 2017,
      "age_at_death": 26,
      "is_racket_athlete": true
    },
    {
      "name": "Viktoriya Divak",
      "handedness": "right-handedness",
      "birth_year": 1993,
      "death_year": 2023,
      "age_at_death": 30,
      "is_racket_athlete": false
    },
    {
      "name": "Tan Chee Tean",
      "handedness": "right-handedness",
      "birth_year": 1994,
      "death_year": 2018,
      "age_at_death": 24,
      "is_racket_athlete": true
    },
    {
      "name": "Paul Varry",
      "handedness": "right-handedness",
      "birth_year": 1996,
      "death_year": 2024,
      "age_at_death": 28,
      "is_racket_athlete": false
    },
    {
      "name": "Antonia Meinke",
      "handedness": "right-handedness",
      "birth_year": 1997,
      "death_year": 2018,
      "age_at_death": 21,
      "is_racket_athlete": true
    },
    {
      "name": "Ekaterina Koroleva",
      "handedness": "right-handedness",
      "birth_year": 1998,
      "death_year": 2019,
      "age_at_death": 21,
      "is_racket_athlete": false
    },
    {
      "name": "Amir Abu Khadija",
      "handedness": "right-handedness",
      "birth_year": 1999,
      "death_year": 2023,
      "age_at_death": 24,
      "is_racket_athlete": false
    },
    {
      "name": "Syabda Perkasa Belawa",
      "handedness": "right-handedness",
      "birth_year": 2001,
      "death_year": 2023,
      "age_at_death": 22,
      "is_racket_athlete": true
    },
    {
      "name": "Az Zahra Putri Dania",
      "handedness": "right-handedness",
      "birth_year": 2004,
      "death_year": 2023,
      "age_at_death": 19,
      "is_racket_athlete": true
    }
  ]
}