"""
Life tables for the United States in 2019.

The leading statistic to calculate the cumulative mortality is the per-year mortality rate q(x),
which reports the probability that an individual alive at age x will die before reaching age
(x + 1). If we let p(x) = 1 - q(x), the cumulative mortality at age X is given by
1 minus [the product of p(x) over x = 1 to (X - 1)].

Source: `CDC <https://www.cdc.gov/nchs/products/life_tables.htm>`__.

"""

life_table = [
    (0.000000, 0),
    (0.005575, 1),
    (0.005952, 2),
    (0.006184, 3),
    (0.006362, 4),
    (0.006507, 5),
    (0.006643, 6),
    (0.006766, 7),
    (0.006880, 8),
    (0.006984, 9),
    (0.007081, 10),
    (0.007175, 11),
    (0.007278, 12),
    (0.007409, 13),
    (0.007588, 14),
    (0.007835, 15),
    (0.008156, 16),
    (0.008553, 17),
    (0.009032, 18),
    (0.009596, 19),
    (0.010247, 20),
    (0.010987, 21),
    (0.011817, 22),
    (0.012723, 23),
    (0.013686, 24),
    (0.014692, 25),
    (0.015733, 26),
    (0.016813, 27),
    (0.017934, 28),
    (0.019102, 29),
    (0.020326, 30),
    (0.021608, 31),
    (0.022950, 32),
    (0.024352, 33),
    (0.025816, 34),
    (0.027340, 35),
    (0.028931, 36),
    (0.030593, 37),
    (0.032321, 38),
    (0.034108, 39),
    (0.035955, 40),
    (0.037873, 41),
    (0.039881, 42),
    (0.041999, 43),
    (0.044244, 44),
    (0.046635, 45),
    (0.049189, 46),
    (0.051925, 47),
    (0.054858, 48),
    (0.058009, 49),
    (0.061408, 50),
    (0.065072, 51),
    (0.069035, 52),
    (0.073353, 53),
    (0.078086, 54),
    (0.083263, 55),
    (0.088876, 56),
    (0.094917, 57),
    (0.101403, 58),
    (0.108371, 59),
    (0.115855, 60),
    (0.123892, 61),
    (0.132485, 62),
    (0.141610, 63),
    (0.151225, 64),
    (0.161317, 65),
    (0.171902, 66),
    (0.183081, 67),
    (0.194901, 68),
    (0.207437, 69),
    (0.220755, 70),
    (0.234893, 71),
    (0.249953, 72),
    (0.265848, 73),
    (0.283122, 74),
    (0.301462, 75),
    (0.321222, 76),
    (0.342262, 77),
    (0.364944, 78),
    (0.389121, 79),
    (0.414872, 80),
    (0.442132, 81),
    (0.470911, 82),
    (0.501462, 83),
    (0.533638, 84),
    (0.567049, 85),
    (0.601914, 86),
    (0.637640, 87),
    (0.674050, 88),
    (0.710638, 89),
    (0.746835, 90),
    (0.782035, 91),
    (0.815622, 92),
    (0.847014, 93),
    (0.875698, 94),
    (0.901273, 95),
    (0.923482, 96),
    (0.942229, 97),
    (0.957581, 98),
    (0.969758, 99),
    (0.979096, 100),
]

life_table_male = [
    (0.000000, 0),
    (0.006080, 1),
    (0.006493, 2),
    (0.006748, 3),
    (0.006940, 4),
    (0.007092, 5),
    (0.007239, 6),
    (0.007375, 7),
    (0.007500, 8),
    (0.007612, 9),
    (0.007713, 10),
    (0.007807, 11),
    (0.007912, 12),
    (0.008057, 13),
    (0.008275, 14),
    (0.008597, 15),
    (0.009031, 16),
    (0.009580, 17),
    (0.010253, 18),
    (0.011053, 19),
    (0.011983, 20),
    (0.013048, 21),
    (0.014243, 22),
    (0.015548, 23),
    (0.016933, 24),
    (0.018373, 25),
    (0.019859, 26),
    (0.021392, 27),
    (0.022971, 28),
    (0.024601, 29),
    (0.026289, 30),
    (0.028036, 31),
    (0.029841, 32),
    (0.031710, 33),
    (0.033644, 34),
    (0.035646, 35),
    (0.037724, 36),
    (0.039880, 37),
    (0.042111, 38),
    (0.044409, 39),
    (0.046775, 40),
    (0.049223, 41),
    (0.051777, 42),
    (0.054454, 43),
    (0.057275, 44),
    (0.060255, 45),
    (0.063417, 46),
    (0.066786, 47),
    (0.070384, 48),
    (0.074246, 49),
    (0.078409, 50),
    (0.082894, 51),
    (0.087740, 52),
    (0.093022, 53),
    (0.098812, 54),
    (0.105151, 55),
    (0.112030, 56),
    (0.119434, 57),
    (0.12738, 58),
    (0.135903, 59),
    (0.145041, 60),
    (0.154826, 61),
    (0.165258, 62),
    (0.176312, 63),
    (0.187950, 64),
    (0.200158, 65),
    (0.212958, 66),
    (0.226459, 67),
    (0.240652, 68),
    (0.255536, 69),
    (0.271106, 70),
    (0.287363, 71),
    (0.304416, 72),
    (0.322190, 73),
    (0.341343, 74),
    (0.361562, 75),
    (0.383200, 76),
    (0.406007, 77),
    (0.430512, 78),
    (0.456310, 79),
    (0.483468, 80),
    (0.511842, 81),
    (0.541477, 82),
    (0.572412, 83),
    (0.604457, 84),
    (0.637483, 85),
    (0.671409, 86),
    (0.705568, 87),
    (0.739815, 88),
    (0.773589, 89),
    (0.806293, 90),
    (0.837335, 91),
    (0.866158, 92),
    (0.892289, 93),
    (0.915373, 94),
    (0.935204, 95),
    (0.951737, 96),
    (0.965090, 97),
    (0.975516, 98),
    (0.983374, 99),
    (0.989083, 100),
]

life_table_female = [
    (0.000000, 0),
    (0.005045, 1),
    (0.005385, 2),
    (0.005593, 3),
    (0.005758, 4),
    (0.005893, 5),
    (0.006018, 6),
    (0.006129, 7),
    (0.006230, 8),
    (0.006326, 9),
    (0.006419, 10),
    (0.006513, 11),
    (0.006614, 12),
    (0.006730, 13),
    (0.006868, 14),
    (0.007037, 15),
    (0.007240, 16),
    (0.007479, 17),
    (0.007756, 18),
    (0.008073, 19),
    (0.008430, 20),
    (0.008831, 21),
    (0.009276, 22),
    (0.009761, 23),
    (0.010280, 24),
    (0.010827, 25),
    (0.011400, 26),
    (0.012002, 27),
    (0.012638, 28),
    (0.01332, 29),
    (0.014056, 30),
    (0.014853, 31),
    (0.015710, 32),
    (0.016628, 33),
    (0.017603, 34),
    (0.018634, 35),
    (0.019725, 36),
    (0.020880, 37),
    (0.022094, 38),
    (0.023360, 39),
    (0.024679, 40),
    (0.026058, 41),
    (0.027512, 42),
    (0.029061, 43),
    (0.030725, 44),
    (0.032519, 45),
    (0.034460, 46),
    (0.036557, 47),
    (0.038819, 48),
    (0.041254, 49),
    (0.043882, 50),
    (0.046716, 51),
    (0.049782, 52),
    (0.053126, 53),
    (0.056790, 54),
    (0.060795, 55),
    (0.065137, 56),
    (0.069812, 57),
    (0.074839, 58),
    (0.080254, 59),
    (0.086091, 60),
    (0.092389, 61),
    (0.099155, 62),
    (0.106365, 63),
    (0.113979, 64),
    (0.121982, 65),
    (0.130387, 66),
    (0.139288, 67),
    (0.148782, 68),
    (0.159012, 69),
    (0.170102, 70),
    (0.182122, 71),
    (0.195172, 72),
    (0.209162, 73),
    (0.224528, 74),
    (0.240966, 75),
    (0.258841, 76),
    (0.278050, 77),
    (0.298988, 78),
    (0.321575, 79),
    (0.345960, 80),
    (0.372150, 81),
    (0.400138, 82),
    (0.430390, 83),
    (0.462806, 84),
    (0.496759, 85),
    (0.532527, 86),
    (0.570043, 87),
    (0.608925, 88),
    (0.648690, 89),
    (0.688759, 90),
    (0.728470, 91),
    (0.767114, 92),
    (0.803968, 93),
    (0.838346, 94),
    (0.869647, 95),
    (0.897409, 96),
    (0.921342, 97),
    (0.941358, 98),
    (0.957563, 99),
    (0.97024, 100),
]