DoWhy MCP v2.0

user_id,signup_month,treatment,pre_spends,post_spends 1,0,False,497.0,408.3333333333333 3,0,False,512.5,424.22222222222223 5,0,False,508.0,429.77777777777777 12,0,False,507.5,413.3333333333333 13,0,False,512.0,421.22222222222223 14,0,False,467.5,412.22222222222223 16,0,False,475.0,410.55555555555554 17,0,False,491.0,430.3333333333333 18,3,True,468.5,528.3333333333334 22,0,False,488.0,423.0 23,0,False,480.0,422.55555555555554 24,0,False,502.5,415.55555555555554 25,0,False,473.0,420.1111111111111 26,0,False,485.0,411.44444444444446 28,0,False,476.5,438.0 29,3,True,501.0,537.3333333333334 31,3,True,490.0,523.8888888888889 33,0,False,481.0,416.8888888888889 36,0,False,469.0,415.22222222222223 38,0,False,504.0,423.22222222222223 39,0,False,485.5,422.55555555555554 40,0,False,507.5,406.44444444444446 42,0,False,476.0,404.55555555555554 43,0,False,485.0,423.44444444444446 44,0,False,481.0,416.77777777777777 47,0,False,482.5,414.0 48,3,True,476.0,516.6666666666666 49,0,False,484.5,437.44444444444446 52,3,True,497.0,522.8888888888889 53,0,False,501.0,434.22222222222223 54,0,False,485.0,405.55555555555554 55,3,True,444.0,513.0 57,0,False,482.5,428.6666666666667 59,0,False,486.5,431.1111111111111 60,0,False,499.0,423.8888888888889 62,0,False,491.5,415.0 63,0,False,483.5,412.8888888888889 65,3,True,472.5,530.5555555555555 68,0,False,478.5,422.0 70,0,False,494.0,421.77777777777777 71,0,False,489.5,418.0 72,3,True,489.0,523.5555555555555 75,0,False,488.0,426.44444444444446 77,0,False,458.0,414.77777777777777 85,0,False,488.0,423.77777777777777 87,0,False,478.0,430.0 89,0,False,502.5,414.22222222222223 90,0,False,503.5,423.6666666666667 91,0,False,496.0,416.0 92,3,True,488.0,519.3333333333334 93,0,False,464.5,419.6666666666667 96,0,False,476.0,420.55555555555554 98,0,False,460.5,417.1111111111111 100,0,False,499.0,429.8888888888889 101,0,False,488.5,420.0 102,0,False,471.0,422.77777777777777 104,0,False,513.0,407.44444444444446 107,0,False,495.5,413.77777777777777 109,0,False,503.5,427.22222222222223 110,0,False,474.5,410.3333333333333 111,0,False,483.0,409.0 112,0,False,450.0,433.1111111111111 114,0,False,510.5,424.6666666666667 116,0,False,476.5,421.6666666666667 120,0,False,493.5,422.0 121,0,False,451.5,427.44444444444446 123,0,False,471.5,408.22222222222223 124,0,False,469.0,412.22222222222223 125,0,False,489.0,420.8888888888889 127,0,False,467.5,413.55555555555554 130,0,False,468.5,415.22222222222223 132,0,False,479.0,422.22222222222223 133,0,False,481.5,422.8888888888889 136,0,False,499.0,422.1111111111111 137,0,False,485.5,409.0 139,0,False,474.5,413.22222222222223 141,0,False,489.0,432.0 142,0,False,447.5,419.0 144,0,False,483.0,425.1111111111111 145,0,False,488.0,410.3333333333333 147,0,False,505.0,411.44444444444446 149,0,False,481.0,420.22222222222223 150,0,False,507.0,429.44444444444446 151,3,True,468.5,517.4444444444445 152,0,False,480.5,429.44444444444446 153,0,False,509.5,415.6666666666667 154,0,False,464.0,428.22222222222223 155,0,False,509.5,430.6666666666667 157,0,False,475.0,409.22222222222223 158,0,False,474.0,418.55555555555554 161,0,False,486.0,414.44444444444446 163,0,False,473.0,424.8888888888889 164,0,False,493.5,416.77777777777777 165,0,False,491.5,421.1111111111111 166,0,False,475.0,430.3333333333333 167,0,False,482.0,430.8888888888889 168,0,False,467.0,423.6666666666667 171,0,False,472.0,425.22222222222223 172,0,False,462.5,428.55555555555554 176,0,False,506.5,418.44444444444446 177,0,False,466.5,424.77777777777777 178,0,False,491.0,426.44444444444446 179,0,False,490.5,424.3333333333333 180,0,False,472.5,421.77777777777777 181,3,True,479.5,521.7777777777778 183,0,False,496.0,412.0 187,0,False,483.0,421.0 191,0,False,460.5,426.1111111111111 192,0,False,456.5,418.8888888888889 193,0,False,486.5,425.0 194,0,False,482.0,413.8888888888889 195,0,False,482.0,414.3333333333333 197,0,False,466.5,426.55555555555554 198,0,False,492.0,426.6666666666667 199,0,False,470.5,420.77777777777777 202,0,False,476.5,418.6666666666667 203,0,False,484.0,420.22222222222223 208,0,False,474.0,418.3333333333333 209,0,False,460.5,413.8888888888889 213,0,False,459.5,417.6666666666667 216,0,False,494.0,416.0 217,3,True,491.5,515.3333333333334 218,0,False,476.0,417.8888888888889 222,0,False,444.0,428.6666666666667 224,0,False,506.0,412.0 226,0,False,478.5,439.1111111111111 228,0,False,457.0,420.1111111111111 229,0,False,523.5,420.77777777777777 231,0,False,496.0,414.77777777777777 232,0,False,472.0,418.55555555555554 234,0,False,466.0,426.6666666666667 236,0,False,459.0,408.1111111111111 237,0,False,497.0,403.3333333333333 239,0,False,484.5,422.0 240,3,True,498.5,516.5555555555555 241,0,False,465.0,418.77777777777777 242,0,False,509.5,413.6666666666667 245,0,False,508.0,411.22222222222223 246,0,False,496.0,413.0 248,0,False,481.0,427.3333333333333 249,0,False,500.5,410.77777777777777 251,3,True,481.5,524.7777777777778 255,0,False,485.0,421.6666666666667 256,0,False,488.5,416.0 261,3,True,484.5,517.5555555555555 263,0,False,450.5,410.1111111111111 264,0,False,477.0,425.1111111111111 265,3,True,464.0,527.1111111111111 266,0,False,481.5,420.0 267,0,False,488.0,430.6666666666667 269,0,False,475.5,412.8888888888889 270,0,False,486.0,412.0 271,0,False,463.0,415.1111111111111 274,0,False,510.5,441.1111111111111 275,0,False,502.5,419.77777777777777 277,0,False,506.5,427.8888888888889 279,0,False,463.0,426.44444444444446 280,0,False,498.5,420.77777777777777 281,0,False,497.5,422.44444444444446 282,0,False,455.5,419.6666666666667 284,0,False,494.0,434.1111111111111 285,0,False,453.5,429.55555555555554 290,0,False,475.0,404.1111111111111 291,0,False,494.5,424.77777777777777 295,0,False,484.5,418.22222222222223 297,3,True,502.0,523.5555555555555 299,0,False,514.0,428.6666666666667 301,0,False,461.0,423.6666666666667 303,0,False,496.0,421.1111111111111 304,0,False,492.0,421.6666666666667 306,0,False,483.5,430.44444444444446 307,0,False,512.5,410.3333333333333 308,0,False,481.0,420.1111111111111 311,0,False,494.0,421.22222222222223 312,0,False,487.0,417.77777777777777 315,0,False,453.0,420.77777777777777 316,0,False,482.5,419.77777777777777 317,0,False,500.0,410.0 322,0,False,488.5,423.1111111111111 325,0,False,496.5,422.1111111111111 326,0,False,480.0,416.1111111111111 329,0,False,469.5,401.3333333333333 332,0,False,482.5,422.6666666666667 333,0,False,486.5,421.77777777777777 338,0,False,475.5,414.1111111111111 339,3,True,494.5,523.7777777777778 340,0,False,475.0,410.44444444444446 344,0,False,488.5,413.55555555555554 345,3,True,501.5,522.1111111111111 348,3,True,464.5,518.7777777777778 349,0,False,470.5,419.77777777777777 350,0,False,464.0,411.1111111111111 352,0,False,491.5,410.1111111111111 354,0,False,492.5,422.6666666666667 356,0,False,488.5,421.0 360,0,False,455.5,411.44444444444446 361,0,False,483.0,423.8888888888889 363,3,True,469.5,516.4444444444445 367,0,False,472.0,411.3333333333333 368,3,True,485.0,525.2222222222222 370,0,False,504.5,421.0 371,0,False,480.0,416.44444444444446 373,0,False,480.5,424.0 375,0,False,476.5,420.22222222222223 378,0,False,477.0,412.44444444444446 379,0,False,491.0,421.0 381,0,False,497.0,427.44444444444446 384,0,False,482.5,422.3333333333333 385,0,False,497.5,415.3333333333333 386,0,False,493.0,433.6666666666667 387,0,False,508.0,417.8888888888889 390,0,False,517.0,421.22222222222223 391,0,False,497.5,415.0 392,0,False,473.5,426.22222222222223 393,3,True,474.5,509.0 394,0,False,472.5,425.1111111111111 395,0,False,481.5,409.55555555555554 396,0,False,493.0,414.55555555555554 398,0,False,479.0,424.1111111111111 399,0,False,467.0,418.8888888888889 401,0,False,498.5,423.0 402,0,False,506.5,412.0 403,0,False,482.5,419.77777777777777 406,0,False,489.0,424.8888888888889 408,3,True,466.0,520.8888888888889 409,0,False,483.5,412.77777777777777 412,0,False,474.5,419.6666666666667 417,0,False,457.0,413.77777777777777 418,0,False,483.0,424.55555555555554 422,0,False,482.5,431.77777777777777 424,0,False,468.0,414.1111111111111 425,0,False,485.0,427.44444444444446 426,0,False,446.0,424.77777777777777 428,0,False,496.5,416.6666666666667 431,0,False,526.5,419.22222222222223 432,0,False,510.0,411.6666666666667 433,0,False,511.0,419.1111111111111 436,0,False,487.5,424.3333333333333 438,0,False,489.5,425.44444444444446 439,0,False,473.5,430.6666666666667 440,0,False,478.5,428.44444444444446 441,0,False,488.0,415.0 442,0,False,485.0,428.55555555555554 443,3,True,492.0,526.4444444444445 444,0,False,485.5,419.6666666666667 447,0,False,468.0,444.55555555555554 448,0,False,455.0,429.1111111111111 449,0,False,475.0,427.44444444444446 452,0,False,469.5,421.8888888888889 453,0,False,492.5,419.3333333333333 454,0,False,481.0,417.3333333333333 457,0,False,482.5,427.55555555555554 458,0,False,481.0,416.77777777777777 460,0,False,488.0,418.8888888888889 462,0,False,476.0,412.22222222222223 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