diff --git a/datasets/output.csv b/datasets/output.csv new file mode 100644 index 00000000..f3cd3470 --- /dev/null +++ b/datasets/output.csv @@ -0,0 +1,1522 @@ +Date,Day_of_Week,Month,Week_of_the_year,Day_of_month,Is_Weekend,Special_Event,Number_Attended,Level +2021-01-01,Friday,1,1,1,False,True,121,1 +2021-01-02,Saturday,1,1,2,True,False,33,1 +2021-01-03,Sunday,1,2,3,True,False,125,1 +2021-01-04,Monday,1,2,4,False,True,124,1 +2021-01-05,Tuesday,1,2,5,False,True,157,1 +2021-01-06,Wednesday,1,2,6,False,False,192,1 +2021-01-07,Thursday,1,2,7,False,True,189,1 +2021-01-08,Friday,1,2,8,False,False,144,1 +2021-01-09,Saturday,1,2,9,True,False,121,1 +2021-01-10,Sunday,1,3,10,True,False,75,1 +2021-01-11,Monday,1,3,11,False,True,176,1 +2021-01-12,Tuesday,1,3,12,False,False,110,1 +2021-01-13,Wednesday,1,3,13,False,True,126,1 +2021-01-14,Thursday,1,3,14,False,True,189,1 +2021-01-15,Friday,1,3,15,False,True,133,1 +2021-01-16,Saturday,1,3,16,True,False,145,1 +2021-01-17,Sunday,1,4,17,True,False,165,1 +2021-01-18,Monday,1,4,18,False,True,197,1 +2021-01-19,Tuesday,1,4,19,False,False,172,1 +2021-01-20,Wednesday,1,4,20,False,False,170,1 +2021-01-21,Thursday,1,4,21,False,True,137,1 +2021-01-22,Friday,1,4,22,False,True,154,1 +2021-01-23,Saturday,1,4,23,True,False,112,1 +2021-01-24,Sunday,1,5,24,True,False,177,1 +2021-01-25,Monday,1,5,25,False,True,195,1 +2021-01-26,Tuesday,1,5,26,False,True,106,1 +2021-01-27,Wednesday,1,5,27,False,True,115,1 +2021-01-28,Thursday,1,5,28,False,True,177,1 +2021-01-29,Friday,1,5,29,False,False,127,1 +2021-01-30,Saturday,1,5,30,True,False,153,1 +2021-01-31,Sunday,1,6,31,True,False,129,1 +2021-02-01,Monday,2,6,1,False,True,159,1 +2021-02-02,Tuesday,2,6,2,False,True,111,1 +2021-02-03,Wednesday,2,6,3,False,True,190,1 +2021-02-04,Thursday,2,6,4,False,True,200,1 +2021-02-05,Friday,2,6,5,False,False,148,1 +2021-02-06,Saturday,2,6,6,True,False,41,1 +2021-02-07,Sunday,2,7,7,True,False,115,1 +2021-02-08,Monday,2,7,8,False,False,215,1 +2021-02-09,Tuesday,2,7,9,False,True,186,1 +2021-02-10,Wednesday,2,7,10,False,True,146,1 +2021-02-11,Thursday,2,7,11,False,True,139,1 +2021-02-12,Friday,2,7,12,False,True,180,1 +2021-02-13,Saturday,2,7,13,True,False,29,1 +2021-02-14,Sunday,2,8,14,True,False,148,1 +2021-02-15,Monday,2,8,15,False,True,118,1 +2021-02-16,Tuesday,2,8,16,False,True,184,1 +2021-02-17,Wednesday,2,8,17,False,True,195,1 +2021-02-18,Thursday,2,8,18,False,False,215,1 +2021-02-19,Friday,2,8,19,False,False,199,1 +2021-02-20,Saturday,2,8,20,True,False,42,1 +2021-02-21,Sunday,2,9,21,True,False,143,1 +2021-02-22,Monday,2,9,22,False,False,173,1 +2021-02-23,Tuesday,2,9,23,False,False,111,1 +2021-02-24,Wednesday,2,9,24,False,True,199,1 +2021-02-25,Thursday,2,9,25,False,False,201,1 +2021-02-26,Friday,2,9,26,False,False,178,1 +2021-02-27,Saturday,2,9,27,True,False,108,1 +2021-02-28,Sunday,2,10,28,True,True,178,1 +2021-03-01,Monday,3,10,1,False,True,162,1 +2021-03-02,Tuesday,3,10,2,False,True,194,1 +2021-03-03,Wednesday,3,10,3,False,False,221,1 +2021-03-04,Thursday,3,10,4,False,True,156,1 +2021-03-05,Friday,3,10,5,False,True,218,1 +2021-03-06,Saturday,3,10,6,True,False,44,1 +2021-03-07,Sunday,3,11,7,True,False,132,1 +2021-03-08,Monday,3,11,8,False,True,158,1 +2021-03-09,Tuesday,3,11,9,False,True,142,1 +2021-03-10,Wednesday,3,11,10,False,True,121,1 +2021-03-11,Thursday,3,11,11,False,False,159,1 +2021-03-12,Friday,3,11,12,False,True,165,1 +2021-03-13,Saturday,3,11,13,True,False,14,1 +2021-03-14,Sunday,3,12,14,True,False,207,1 +2021-03-15,Monday,3,12,15,False,False,146,1 +2021-03-16,Tuesday,3,12,16,False,False,180,1 +2021-03-17,Wednesday,3,12,17,False,True,214,1 +2021-03-18,Thursday,3,12,18,False,False,167,1 +2021-03-19,Friday,3,12,19,False,True,132,1 +2021-03-20,Saturday,3,12,20,True,False,25,1 +2021-03-21,Sunday,3,13,21,True,False,152,1 +2021-03-22,Monday,3,13,22,False,False,128,1 +2021-03-23,Tuesday,3,13,23,False,True,131,1 +2021-03-24,Wednesday,3,13,24,False,True,222,1 +2021-03-25,Thursday,3,13,25,False,True,215,1 +2021-03-26,Friday,3,13,26,False,False,116,1 +2021-03-27,Saturday,3,13,27,True,False,125,1 +2021-03-28,Sunday,3,14,28,True,False,186,1 +2021-03-29,Monday,3,14,29,False,True,187,1 +2021-03-30,Tuesday,3,14,30,False,True,184,1 +2021-03-31,Wednesday,3,14,31,False,True,133,1 +2021-04-01,Thursday,4,14,1,False,False,151,1 +2021-04-02,Friday,4,14,2,False,False,121,1 +2021-04-03,Saturday,4,14,3,True,False,15,1 +2021-04-04,Sunday,4,15,4,True,False,5,1 +2021-04-05,Monday,4,15,5,False,True,382,1 +2021-04-06,Tuesday,4,15,6,False,False,423,1 +2021-04-07,Wednesday,4,15,7,False,False,497,1 +2021-04-08,Thursday,4,15,8,False,True,636,2 +2021-04-09,Friday,4,15,9,False,False,422,1 +2021-04-10,Saturday,4,15,10,True,True,35,1 +2021-04-11,Sunday,4,16,11,True,False,3,1 +2021-04-12,Monday,4,16,12,False,True,396,1 +2021-04-13,Tuesday,4,16,13,False,False,513,1 +2021-04-14,Wednesday,4,16,14,False,False,361,1 +2021-04-15,Thursday,4,16,15,False,True,562,1 +2021-04-16,Friday,4,16,16,False,True,390,1 +2021-04-17,Saturday,4,16,17,True,False,50,1 +2021-04-18,Sunday,4,17,18,True,False,5,1 +2021-04-19,Monday,4,17,19,False,False,538,1 +2021-04-20,Tuesday,4,17,20,False,True,216,1 +2021-04-21,Wednesday,4,17,21,False,True,580,1 +2021-04-22,Thursday,4,17,22,False,False,539,1 +2021-04-23,Friday,4,17,23,False,False,587,1 +2021-04-24,Saturday,4,17,24,True,False,13,1 +2021-04-25,Sunday,4,18,25,True,False,5,1 +2021-04-26,Monday,4,18,26,False,False,353,1 +2021-04-27,Tuesday,4,18,27,False,True,501,1 +2021-04-28,Wednesday,4,18,28,False,True,315,1 +2021-04-29,Thursday,4,18,29,False,False,423,1 +2021-04-30,Friday,4,18,30,False,True,536,1 +2021-05-01,Saturday,5,18,1,True,False,35,1 +2021-05-02,Sunday,5,19,2,True,False,5,1 +2021-05-03,Monday,5,19,3,False,False,357,1 +2021-05-04,Tuesday,5,19,4,False,True,549,1 +2021-05-05,Wednesday,5,19,5,False,True,253,1 +2021-05-06,Thursday,5,19,6,False,True,612,2 +2021-05-07,Friday,5,19,7,False,True,552,1 +2021-05-08,Saturday,5,19,8,True,False,32,1 +2021-05-09,Sunday,5,20,9,True,False,6,1 +2021-05-10,Monday,5,20,10,False,True,619,2 +2021-05-11,Tuesday,5,20,11,False,False,615,2 +2021-05-12,Wednesday,5,20,12,False,True,444,1 +2021-05-13,Thursday,5,20,13,False,True,618,2 +2021-05-14,Friday,5,20,14,False,False,590,1 +2021-05-15,Saturday,5,20,15,True,False,14,1 +2021-05-16,Sunday,5,21,16,True,False,6,1 +2021-05-17,Monday,5,21,17,False,False,605,2 +2021-05-18,Tuesday,5,21,18,False,False,607,2 +2021-05-19,Wednesday,5,21,19,False,True,437,1 +2021-05-20,Thursday,5,21,20,False,True,620,2 +2021-05-21,Friday,5,21,21,False,True,539,1 +2021-05-22,Saturday,5,21,22,True,False,14,1 +2021-05-23,Sunday,5,22,23,True,False,5,1 +2021-05-24,Monday,5,22,24,False,False,376,1 +2021-05-25,Tuesday,5,22,25,False,False,617,2 +2021-05-26,Wednesday,5,22,26,False,True,590,1 +2021-05-27,Thursday,5,22,27,False,True,607,2 +2021-05-28,Friday,5,22,28,False,True,563,1 +2021-05-29,Saturday,5,22,29,True,False,35,1 +2021-05-30,Sunday,5,23,30,True,True,5,1 +2021-05-31,Monday,5,23,31,False,True,448,1 +2021-06-01,Tuesday,6,23,1,False,True,548,1 +2021-06-02,Wednesday,6,23,2,False,True,237,1 +2021-06-03,Thursday,6,23,3,False,True,435,1 +2021-06-04,Friday,6,23,4,False,True,442,1 +2021-06-05,Saturday,6,23,5,True,False,5,1 +2021-06-06,Sunday,6,24,6,True,False,5,1 +2021-06-07,Monday,6,24,7,False,True,285,1 +2021-06-08,Tuesday,6,24,8,False,False,437,1 +2021-06-09,Wednesday,6,24,9,False,True,516,1 +2021-06-10,Thursday,6,24,10,False,True,505,1 +2021-06-11,Friday,6,24,11,False,False,383,1 +2021-06-12,Saturday,6,24,12,True,False,21,1 +2021-06-13,Sunday,6,25,13,True,False,5,1 +2021-06-14,Monday,6,25,14,False,True,558,1 +2021-06-15,Tuesday,6,25,15,False,True,390,1 +2021-06-16,Wednesday,6,25,16,False,False,541,1 +2021-06-17,Thursday,6,25,17,False,True,526,1 +2021-06-18,Friday,6,25,18,False,True,436,1 +2021-06-19,Saturday,6,25,19,True,False,9,1 +2021-06-20,Sunday,6,26,20,True,False,5,1 +2021-06-21,Monday,6,26,21,False,True,415,1 +2021-06-22,Tuesday,6,26,22,False,False,442,1 +2021-06-23,Wednesday,6,26,23,False,True,589,1 +2021-06-24,Thursday,6,26,24,False,True,415,1 +2021-06-25,Friday,6,26,25,False,False,559,1 +2021-06-26,Saturday,6,26,26,True,False,21,1 +2021-06-27,Sunday,6,27,27,True,False,5,1 +2021-06-28,Monday,6,27,28,False,False,532,1 +2021-06-29,Tuesday,6,27,29,False,True,547,1 +2021-06-30,Wednesday,6,27,30,False,True,566,1 +2021-07-01,Thursday,7,27,1,False,False,616,2 +2021-07-02,Friday,7,27,2,False,True,388,1 +2021-07-03,Saturday,7,27,3,True,False,13,1 +2021-07-04,Sunday,7,28,4,True,False,5,1 +2021-07-05,Monday,7,28,5,False,False,573,1 +2021-07-06,Tuesday,7,28,6,False,False,580,1 +2021-07-07,Wednesday,7,28,7,False,True,319,1 +2021-07-08,Thursday,7,28,8,False,True,471,1 +2021-07-09,Friday,7,28,9,False,False,536,1 +2021-07-10,Saturday,7,28,10,True,False,5,1 +2021-07-11,Sunday,7,29,11,True,False,5,1 +2021-07-12,Monday,7,29,12,False,True,586,1 +2021-07-13,Tuesday,7,29,13,False,True,594,1 +2021-07-14,Wednesday,7,29,14,False,True,513,1 +2021-07-15,Thursday,7,29,15,False,False,612,2 +2021-07-16,Friday,7,29,16,False,True,454,1 +2021-07-17,Saturday,7,29,17,True,False,41,1 +2021-07-18,Sunday,7,30,18,True,False,5,1 +2021-07-19,Monday,7,30,19,False,True,631,2 +2021-07-20,Tuesday,7,30,20,False,True,541,1 +2021-07-21,Wednesday,7,30,21,False,True,592,1 +2021-07-22,Thursday,7,30,22,False,True,554,1 +2021-07-23,Friday,7,30,23,False,True,548,1 +2021-07-24,Saturday,7,30,24,True,False,13,1 +2021-07-25,Sunday,7,31,25,True,True,5,1 +2021-07-26,Monday,7,31,26,False,False,413,1 +2021-07-27,Tuesday,7,31,27,False,False,513,1 +2021-07-28,Wednesday,7,31,28,False,True,337,1 +2021-07-29,Thursday,7,31,29,False,True,536,1 +2021-07-30,Friday,7,31,30,False,False,563,1 +2021-07-31,Saturday,7,31,31,True,False,5,1 +2021-08-01,Sunday,8,32,1,True,False,5,1 +2021-08-02,Monday,8,32,2,False,True,530,1 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+2021-10-29,Friday,10,44,29,False,True,355,1 +2021-10-30,Saturday,10,44,30,True,False,27,1 +2021-10-31,Sunday,10,45,31,True,False,5,1 +2021-11-01,Monday,11,45,1,False,False,629,2 +2021-11-02,Tuesday,11,45,2,False,True,1253,5 +2021-11-03,Wednesday,11,45,3,False,True,456,1 +2021-11-04,Thursday,11,45,4,False,False,1706,7 +2021-11-05,Friday,11,45,5,False,True,413,1 +2021-11-06,Saturday,11,45,6,True,False,26,1 +2021-11-07,Sunday,11,46,7,True,False,4,1 +2021-11-08,Monday,11,46,8,False,True,388,1 +2021-11-09,Tuesday,11,46,9,False,True,1176,4 +2021-11-10,Wednesday,11,46,10,False,True,440,1 +2021-11-11,Thursday,11,46,11,False,True,1235,5 +2021-11-12,Friday,11,46,12,False,False,486,1 +2021-11-13,Saturday,11,46,13,True,False,36,1 +2021-11-14,Sunday,11,47,14,True,False,4,1 +2021-11-15,Monday,11,47,15,False,False,482,1 +2021-11-16,Tuesday,11,47,16,False,True,999,3 +2021-11-17,Wednesday,11,47,17,False,True,671,2 +2021-11-18,Thursday,11,47,18,False,True,1432,6 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+2022-06-03,Friday,6,13,3,False,False,614,2 +2022-06-04,Saturday,6,13,4,True,False,9,1 +2022-06-05,Sunday,6,13,5,True,False,7,1 +2022-06-06,Monday,6,24,6,False,False,565,1 +2022-06-07,Tuesday,6,24,7,False,True,1359,5 +2022-06-08,Wednesday,6,24,8,False,True,678,2 +2022-06-09,Thursday,6,24,9,False,True,1579,6 +2022-06-10,Friday,6,24,10,False,True,644,2 +2022-06-11,Saturday,6,24,11,True,False,17,1 +2022-06-12,Sunday,6,25,12,True,True,5,1 +2022-06-13,Monday,6,25,13,False,False,656,2 +2022-06-14,Tuesday,6,25,14,False,True,1362,5 +2022-06-15,Wednesday,6,25,15,False,False,341,1 +2022-06-16,Thursday,6,25,16,False,True,1396,5 +2022-06-17,Friday,6,25,17,False,True,507,1 +2022-06-18,Saturday,6,25,18,True,False,29,1 +2022-06-19,Sunday,6,26,19,True,False,4,1 +2022-06-20,Monday,6,26,20,False,True,585,1 +2022-06-21,Tuesday,6,26,21,False,False,1443,6 +2022-06-22,Wednesday,6,26,22,False,True,538,1 +2022-06-23,Thursday,6,26,23,False,True,1497,6 +2022-06-24,Friday,6,26,24,False,True,440,1 +2022-06-25,Saturday,6,26,25,True,False,18,1 +2022-06-26,Sunday,6,27,26,True,False,3,1 +2022-06-27,Monday,6,27,27,False,False,277,1 +2022-06-28,Tuesday,6,27,28,False,True,1261,5 +2022-06-29,Wednesday,6,27,29,False,False,511,1 +2022-06-30,Thursday,6,27,30,False,False,1750,7 +2022-07-01,Friday,7,27,1,False,True,411,1 +2022-07-02,Saturday,7,27,2,True,True,0,1 +2022-07-03,Sunday,7,28,3,True,False,4,1 +2022-07-04,Monday,7,28,4,False,True,398,1 +2022-07-05,Tuesday,7,28,5,False,False,876,3 +2022-07-06,Wednesday,7,28,6,False,True,594,1 +2022-07-07,Thursday,7,28,7,False,True,1273,5 +2022-07-08,Friday,7,28,8,False,True,383,1 +2022-07-09,Saturday,7,28,9,True,False,11,1 +2022-07-10,Sunday,7,29,10,True,False,4,1 +2022-07-11,Monday,7,29,11,False,True,451,1 +2022-07-12,Tuesday,7,29,12,False,False,812,3 +2022-07-13,Wednesday,7,29,13,False,False,536,1 +2022-07-14,Thursday,7,29,14,False,True,1107,4 +2022-07-15,Friday,7,29,15,False,True,463,1 +2022-07-16,Saturday,7,29,16,True,False,26,1 +2022-07-17,Sunday,7,30,17,True,False,3,1 +2022-07-18,Monday,7,30,18,False,False,458,1 +2022-07-19,Tuesday,7,30,19,False,True,1305,5 +2022-07-20,Wednesday,7,30,20,False,False,647,2 +2022-07-21,Thursday,7,30,21,False,False,1139,4 +2022-07-22,Friday,7,30,22,False,True,597,1 +2022-07-23,Saturday,7,30,23,True,False,47,1 +2022-07-24,Sunday,7,31,24,True,False,4,1 +2022-07-25,Monday,7,31,25,False,False,285,1 +2022-07-26,Tuesday,7,31,26,False,True,1547,6 +2022-07-27,Wednesday,7,31,27,False,True,408,1 +2022-07-28,Thursday,7,31,28,False,True,1604,7 +2022-07-29,Friday,7,31,29,False,False,310,1 +2022-07-30,Saturday,7,31,30,True,True,41,1 +2022-07-31,Sunday,7,32,31,True,False,3,1 +2022-08-01,Monday,8,32,1,False,True,640,2 +2022-08-02,Tuesday,8,32,2,False,True,1119,4 +2022-08-03,Wednesday,8,32,3,False,True,591,1 +2022-08-04,Thursday,8,32,4,False,False,803,3 +2022-08-05,Friday,8,32,5,False,True,613,2 +2022-08-06,Saturday,8,32,6,True,False,8,1 +2022-08-07,Sunday,8,33,7,True,False,4,1 +2022-08-08,Monday,8,33,8,False,True,638,2 +2022-08-09,Tuesday,8,33,9,False,True,981,3 +2022-08-10,Wednesday,8,33,10,False,True,303,1 +2022-08-11,Thursday,8,33,11,False,True,1058,4 +2022-08-12,Friday,8,33,12,False,True,376,1 +2022-08-13,Saturday,8,33,13,True,False,49,1 +2022-08-14,Sunday,8,34,14,True,False,5,1 +2022-08-15,Monday,8,34,15,False,False,397,1 +2022-08-16,Tuesday,8,34,16,False,False,1369,5 +2022-08-17,Wednesday,8,34,17,False,False,364,1 +2022-08-18,Thursday,8,34,18,False,True,1356,5 +2022-08-19,Friday,8,34,19,False,False,588,1 +2022-08-20,Saturday,8,34,20,True,False,45,1 +2022-08-21,Sunday,8,35,21,True,False,5,1 +2022-08-22,Monday,8,35,22,False,False,478,1 +2022-08-23,Tuesday,8,35,23,False,False,1339,5 +2022-08-24,Wednesday,8,35,24,False,True,316,1 +2022-08-25,Thursday,8,35,25,False,True,909,3 +2022-08-26,Friday,8,35,26,False,False,592,1 +2022-08-27,Saturday,8,35,27,True,False,7,1 +2022-08-28,Sunday,8,36,28,True,False,4,1 +2022-08-29,Monday,8,36,29,False,True,276,1 +2022-08-30,Tuesday,8,36,30,False,True,1279,5 +2022-08-31,Wednesday,8,36,31,False,False,430,1 +2022-09-01,Thursday,9,36,1,False,True,908,3 +2022-09-02,Friday,9,36,2,False,True,643,2 +2022-09-03,Saturday,9,36,3,True,False,38,1 +2022-09-04,Sunday,9,37,4,True,False,3,1 +2022-09-05,Monday,9,37,5,False,True,608,2 +2022-09-06,Tuesday,9,37,6,False,True,970,3 +2022-09-07,Wednesday,9,37,7,False,True,462,1 +2022-09-08,Thursday,9,37,8,False,True,813,3 +2022-09-09,Friday,9,37,9,False,False,444,1 +2022-09-10,Saturday,9,37,10,True,False,2,1 +2022-09-11,Sunday,9,38,11,True,False,4,1 +2022-09-12,Monday,9,38,12,False,True,388,1 +2022-09-13,Tuesday,9,38,13,False,True,1087,4 +2022-09-14,Wednesday,9,38,14,False,True,300,1 +2022-09-15,Thursday,9,38,15,False,True,1564,6 +2022-09-16,Friday,9,38,16,False,True,621,2 +2022-09-17,Saturday,9,38,17,True,False,34,1 +2022-09-18,Sunday,9,39,18,True,False,3,1 +2022-09-19,Monday,9,39,19,False,False,682,2 +2022-09-20,Tuesday,9,39,20,False,False,1653,7 +2022-09-21,Wednesday,9,39,21,False,True,310,1 +2022-09-22,Thursday,9,39,22,False,True,1070,4 +2022-09-23,Friday,9,39,23,False,False,317,1 +2022-09-24,Saturday,9,39,24,True,False,19,1 +2022-09-25,Sunday,9,40,25,True,False,3,1 +2022-09-26,Monday,9,40,26,False,True,536,1 +2022-09-27,Tuesday,9,40,27,False,False,1719,7 +2022-09-28,Wednesday,9,40,28,False,True,556,1 +2022-09-29,Thursday,9,40,29,False,True,1382,5 +2022-09-30,Friday,9,40,30,False,True,369,1 +2022-10-01,Saturday,10,40,1,True,False,16,1 +2022-10-02,Sunday,10,41,2,True,False,5,1 +2022-10-03,Monday,10,41,3,False,True,320,1 +2022-10-04,Tuesday,10,41,4,False,False,857,3 +2022-10-05,Wednesday,10,41,5,False,True,421,1 +2022-10-06,Thursday,10,41,6,False,True,1636,7 +2022-10-07,Friday,10,41,7,False,True,349,1 +2022-10-08,Saturday,10,41,8,True,False,13,1 +2022-10-09,Sunday,10,42,9,True,False,3,1 +2022-10-10,Monday,10,42,10,False,False,377,1 +2022-10-11,Tuesday,10,42,11,False,True,1650,7 +2022-10-12,Wednesday,10,42,12,False,False,339,1 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+2023-05-17,Wednesday,5,21,17,False,True,669,2 +2023-05-18,Thursday,5,21,18,False,True,1315,5 +2023-05-19,Friday,5,21,19,False,True,383,1 +2023-05-20,Saturday,5,21,20,True,True,48,1 +2023-05-21,Sunday,5,22,21,True,False,3,1 +2023-05-22,Monday,5,22,22,False,True,544,1 +2023-05-23,Tuesday,5,22,23,False,True,1545,6 +2023-05-24,Wednesday,5,22,24,False,True,403,1 +2023-05-25,Thursday,5,22,25,False,False,984,3 +2023-05-26,Friday,5,22,26,False,True,475,1 +2023-05-27,Saturday,5,22,27,True,False,31,1 +2023-05-28,Sunday,5,23,28,True,False,4,1 +2023-05-29,Monday,5,23,29,False,True,413,1 +2023-05-30,Tuesday,5,23,30,False,True,1025,4 +2023-05-31,Wednesday,5,23,31,False,True,325,1 +2023-06-01,Thursday,6,23,1,False,False,1518,6 +2023-06-02,Friday,6,23,2,False,False,678,2 +2023-06-03,Saturday,6,23,3,True,False,46,1 +2023-06-04,Sunday,6,24,4,True,False,4,1 +2023-06-05,Monday,6,24,5,False,False,300,1 +2023-06-06,Tuesday,6,24,6,False,True,1261,5 +2023-06-07,Wednesday,6,24,7,False,False,601,2 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+2023-06-30,Friday,6,27,30,False,False,449,1 +2023-07-01,Saturday,7,27,1,True,False,22,1 +2023-07-02,Sunday,7,28,2,True,False,3,1 +2023-07-03,Monday,7,28,3,False,True,280,1 +2023-07-04,Tuesday,7,28,4,False,True,1614,7 +2023-07-05,Wednesday,7,28,5,False,False,489,1 +2023-07-06,Thursday,7,28,6,False,False,1207,5 +2023-07-07,Friday,7,28,7,False,True,384,1 +2023-07-08,Saturday,7,28,8,True,False,30,1 +2023-07-09,Sunday,7,29,9,True,False,4,1 +2023-07-10,Monday,7,29,10,False,False,424,1 +2023-07-11,Tuesday,7,29,11,False,True,1380,5 +2023-07-12,Wednesday,7,29,12,False,True,595,1 +2023-07-13,Thursday,7,29,13,False,True,866,3 +2023-07-14,Friday,7,29,14,False,True,615,2 +2023-07-15,Saturday,7,29,15,True,False,32,1 +2023-07-16,Sunday,7,30,16,True,False,4,1 +2023-07-17,Monday,7,30,17,False,False,310,1 +2023-07-18,Tuesday,7,30,18,False,False,844,3 +2023-07-19,Wednesday,7,30,19,False,True,427,1 +2023-07-20,Thursday,7,30,20,False,True,886,3 +2023-07-21,Friday,7,30,21,False,False,646,2 +2023-07-22,Saturday,7,30,22,True,False,0,1 +2023-07-23,Sunday,7,31,23,True,False,5,1 +2023-07-24,Monday,7,31,24,False,False,263,1 +2023-07-25,Tuesday,7,31,25,False,True,1258,5 +2023-07-26,Wednesday,7,31,26,False,True,235,1 +2023-07-27,Thursday,7,31,27,False,False,1508,6 +2023-07-28,Friday,7,31,28,False,True,374,1 +2023-07-29,Saturday,7,31,29,True,False,48,1 +2023-07-30,Sunday,7,32,30,True,False,5,1 +2023-07-31,Monday,7,32,31,False,True,365,1 +2023-08-01,Tuesday,8,32,1,False,False,1130,4 +2023-08-02,Wednesday,8,32,2,False,False,433,1 +2023-08-03,Thursday,8,32,3,False,False,1128,4 +2023-08-04,Friday,8,32,4,False,False,544,1 +2023-08-05,Saturday,8,32,5,True,False,13,1 +2023-08-06,Sunday,8,33,6,True,True,4,1 +2023-08-07,Monday,8,33,7,False,False,271,1 +2023-08-08,Tuesday,8,33,8,False,True,894,3 +2023-08-09,Wednesday,8,33,9,False,True,451,1 +2023-08-10,Thursday,8,33,10,False,True,1264,5 +2023-08-11,Friday,8,33,11,False,False,580,1 +2023-08-12,Saturday,8,33,12,True,False,43,1 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+2023-11-29,Wednesday,11,49,29,False,True,417,1 +2023-11-30,Thursday,11,49,30,False,True,1017,4 +2023-12-01,Friday,12,49,1,False,False,442,1 +2023-12-02,Saturday,12,49,2,True,False,48,1 +2023-12-03,Sunday,12,50,3,True,False,3,1 +2023-12-04,Monday,12,50,4,False,False,532,1 +2023-12-05,Tuesday,12,50,5,False,True,1330,5 +2023-12-06,Wednesday,12,50,6,False,True,456,1 +2023-12-07,Thursday,12,50,7,False,False,1309,5 +2023-12-08,Friday,12,50,8,False,True,520,1 +2023-12-09,Saturday,12,50,9,True,False,17,1 +2023-12-10,Sunday,12,51,10,True,True,5,1 +2023-12-11,Monday,12,51,11,False,True,515,1 +2023-12-12,Tuesday,12,51,12,False,False,828,3 +2023-12-13,Wednesday,12,51,13,False,True,378,1 +2023-12-14,Thursday,12,51,14,False,False,885,3 +2023-12-15,Friday,12,51,15,False,True,621,2 +2023-12-16,Saturday,12,51,16,True,False,5,1 +2023-12-17,Sunday,12,52,17,True,False,5,1 +2023-12-18,Monday,12,52,18,False,True,647,2 +2023-12-19,Tuesday,12,52,19,False,False,1201,5 +2023-12-20,Wednesday,12,52,20,False,True,297,1 +2023-12-21,Thursday,12,52,21,False,False,1607,7 +2023-12-22,Friday,12,52,22,False,False,609,2 +2023-12-23,Saturday,12,52,23,True,False,49,1 +2023-12-24,Sunday,12,53,24,True,False,3,1 +2023-12-25,Monday,12,53,25,False,False,661,2 +2023-12-26,Tuesday,12,53,26,False,True,1081,4 +2023-12-27,Wednesday,12,53,27,False,False,356,1 +2023-12-28,Thursday,12,53,28,False,True,1472,6 +2023-12-29,Friday,12,53,29,False,True,410,1 +2023-12-30,Saturday,12,53,30,True,False,49,1 +2023-12-31,Sunday,12,54,31,True,False,5,1 +2024-01-01,Monday,1,1,1,False,True,270,1 +2024-01-02,Tuesday,1,1,2,False,False,1442,6 +2024-01-03,Wednesday,1,1,3,False,False,566,1 +2024-01-04,Thursday,1,1,4,False,True,1274,5 +2024-01-05,Friday,1,1,5,False,True,667,2 +2024-01-06,Saturday,1,1,6,True,False,38,1 +2024-01-07,Sunday,1,2,7,True,False,5,1 +2024-01-08,Monday,1,2,8,False,True,497,1 +2024-01-09,Tuesday,1,2,9,False,True,820,3 +2024-01-10,Wednesday,1,2,10,False,False,371,1 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+2024-12-24,Tuesday,12,52,24,False,False,1150,4 +2024-12-25,Wednesday,12,52,25,False,False,238,1 +2024-12-26,Thursday,12,52,26,False,True,920,3 +2024-12-27,Friday,12,52,27,False,True,665,2 +2024-12-28,Saturday,12,52,28,True,False,49,1 +2024-12-29,Sunday,12,53,29,True,False,4,1 +2024-12-30,Monday,12,53,30,False,False,672,2 +2024-12-31,Tuesday,12,53,31,False,False,1325,5 +2025-01-01,Wednesday,1,1,1,False,False,463,1 +2025-01-02,Thursday,1,1,2,False,True,898,3 +2025-01-03,Friday,1,1,3,False,True,668,2 +2025-01-04,Saturday,1,1,4,True,False,26,1 +2025-01-05,Sunday,1,2,5,True,True,3,1 +2025-01-06,Monday,1,2,6,False,True,283,1 +2025-01-07,Tuesday,1,2,7,False,False,991,3 +2025-01-08,Wednesday,1,2,8,False,True,546,1 +2025-01-09,Thursday,1,2,9,False,False,1259,5 +2025-01-10,Friday,1,2,10,False,True,513,1 +2025-01-11,Saturday,1,2,11,True,False,11,1 +2025-01-12,Sunday,1,3,12,True,True,3,1 +2025-01-13,Monday,1,3,13,False,False,606,2 +2025-01-14,Tuesday,1,3,14,False,True,986,3 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+2025-02-06,Thursday,2,6,6,False,False,1261,5 +2025-02-07,Friday,2,6,7,False,True,638,2 +2025-02-08,Saturday,2,6,8,True,False,49,1 +2025-02-09,Sunday,2,7,9,True,False,4,1 +2025-02-10,Monday,2,7,10,False,True,519,1 +2025-02-11,Tuesday,2,7,11,False,True,1229,5 +2025-02-12,Wednesday,2,7,12,False,False,479,1 +2025-02-13,Thursday,2,7,13,False,False,805,3 +2025-02-14,Friday,2,7,14,False,True,441,1 +2025-02-15,Saturday,2,7,15,True,False,43,1 +2025-02-16,Sunday,2,8,16,True,False,3,1 +2025-02-17,Monday,2,8,17,False,True,286,1 +2025-02-18,Tuesday,2,8,18,False,False,1217,5 +2025-02-19,Wednesday,2,8,19,False,False,474,1 +2025-02-20,Thursday,2,8,20,False,True,1254,5 +2025-02-21,Friday,2,8,21,False,True,393,1 +2025-02-22,Saturday,2,8,22,True,True,4,1 +2025-02-23,Sunday,2,9,23,True,False,5,1 +2025-02-24,Monday,2,9,24,False,True,660,2 +2025-02-25,Tuesday,2,9,25,False,True,1174,4 +2025-02-26,Wednesday,2,9,26,False,True,277,1 +2025-02-27,Thursday,2,9,27,False,True,1071,4 +2025-02-28,Friday,2,9,28,False,False,307,1 +2025-03-01,Saturday,3,9,1,True,True,3,1 diff --git a/datasets/processor.py b/datasets/processor.py new file mode 100644 index 00000000..b9614c29 --- /dev/null +++ b/datasets/processor.py @@ -0,0 +1,32 @@ +import pandas as pd + +# Define the levels based on capacity +def get_level(capacity): + if capacity >= 1600: + return 7 + elif capacity >= 1400: + return 6 + elif capacity >= 1200: + return 5 + elif capacity >= 1000: + return 4 + elif capacity >= 800: + return 3 + elif capacity >= 600: + return 2 + else: + return 1 + +# Read the CSV data into a DataFrame +file_path = 'datasets/Attendance_data(1).csv' +data = pd.read_csv(file_path) + +df = pd.DataFrame(data) + +# Apply the get_level function to create the Level column +df['Level'] = df['Number_Attended'].apply(get_level) + +# Save the modified DataFrame back to a CSV file +df.to_csv('output.csv', index=False) + +print(df) diff --git a/maestro/LSTM(1).py b/maestro/LSTM(1).py index 1a79dd69..cec6b0b5 100644 --- a/maestro/LSTM(1).py +++ b/maestro/LSTM(1).py @@ -216,5 +216,9 @@ def predict_weekly_attendance(month, start_day): plt.show() # Save the model in the SavedModel format -model.save('attendance_model') +tf.saved_model.save(model, 'attendance_model/1') # model.export('C:/Users/retha/Capstone/occupi/models/attendance_model/1') + +new_model = tf.keras.models.load_model('C:/Users/retha/Capstone/occupi/attendance_model.keras') +new_model.summary() +tf.saved_model.save(new_model, 'serving/') # Save the model in the SavedModel format diff --git a/maestro/test.py b/maestro/test.py index fc15620b..c3991cf8 100644 --- a/maestro/test.py +++ b/maestro/test.py @@ -4,7 +4,7 @@ from sklearn.preprocessing import StandardScaler # Define the URL for the TensorFlow Serving API -url = 'http://localhost:8503/v1/models/attendance_model:predict' +url = 'http://localhost:8501/v1/models/attendance_model:predict' # Define the attendance levels based on the bin ranges attendance_levels = ["0-300", "300-600", "600-900", "900-1200", "1200-1500", "1500-1800", "1800+"] diff --git a/models/Docker_Commands b/models/Docker_Commands deleted file mode 100644 index 51328508..00000000 --- a/models/Docker_Commands +++ /dev/null @@ -1,14 +0,0 @@ -1. docker pull tensorflow/serving - -The following point make sure you're in the directory models -2. docker build -t tensorflow/serving. - -3. docker run -p -d 8501:8501 tensorflow/serving - -4. http://localhost:8501/v1/models/attendance_model - - -the only 3 commands you need are: -1. docker compose -f docker-compose.yml down -2. docker compose -f docker-compose.yml pull -3. docker compose -f docker-compose.yml up -d \ No newline at end of file diff --git a/models/Dockerfile b/models/Dockerfile deleted file mode 100644 index 069e31f3..00000000 --- a/models/Dockerfile +++ /dev/null @@ -1,17 +0,0 @@ -# Use the official TensorFlow Serving image as the base image -FROM tensorflow/serving:latest - -# Set environment variables -ENV MODEL_NAME=attendance_model - -# Create the model directory -RUN mkdir -p /models/${MODEL_NAME} - -# Copy the model from your local directory to the Docker image -COPY attendance_model /models/${MODEL_NAME} - -# Expose the TensorFlow Serving default port -EXPOSE 8501 - -# Set the entrypoint to start TensorFlow Serving with the model -ENTRYPOINT ["sh", "-c", "tensorflow_model_server --port=8501 --model_name=${MODEL_NAME} --model_base_path=/models/${MODEL_NAME}"] diff --git a/models/docker-compose.yml b/models/docker-compose.yml deleted file mode 100644 index 758eb404..00000000 --- a/models/docker-compose.yml +++ /dev/null @@ -1,19 +0,0 @@ -services: - attendance_model: - image: tensorflow/serving:latest - container_name: attendance_model - ports: - - "8501:8501" - environment: - MODEL_NAME: attendance_model - volumes: - - /attendance_model:/models/attendance_model - command: > - sh -c 'tensorflow_model_server --port=8501 --model_name=attendance_model --model_base_path=/models/attendance_model' - networks: - - webnet - restart: on-failure:5 - -networks: - webnet: - external: true \ No newline at end of file diff --git a/python-code/Docker_Commands.txt b/python-code/Docker_Commands.txt deleted file mode 100644 index b81161b3..00000000 --- a/python-code/Docker_Commands.txt +++ /dev/null @@ -1,29 +0,0 @@ -docker pull tensorflow/serving - -docker run -p 8501:8501 --name tf_serving_attendance \ - --mount type=bind,source=models/attendance_model,target=/models/attendance_model \ - -e MODEL_NAME=attendance_model -t tensorflow/serving - -Docker commands for the flask app - -# Use the official Python image from the Docker Hub -FROM python:3.9-slim - -# Set the working directory in the container -WORKDIR /app - -# Copy the requirements file into the container -COPY requirements.txt requirements.txt - -# Install the dependencies -RUN pip install -r requirements.txt - -# Copy the rest of the application code into the container -COPY . . - -# Expose the port the app runs on -EXPOSE 5000 - -# Define the command to run the application -CMD ["python", "app.py"] - diff --git a/python-code/Dockerfile b/python-code/Dockerfile deleted file mode 100644 index 4572a287..00000000 --- a/python-code/Dockerfile +++ /dev/null @@ -1,23 +0,0 @@ -# Use the official Python image from the Docker Hub -FROM python:3.9-slim - -# Set the working directory in the container -WORKDIR /app - -# Copy the requirements file into the container -COPY requirements.txt requirements.txt - -# Install the dependencies -RUN pip install -r requirements.txt - -# Copy the rest of the application code into the container -COPY . . - -# Copy the scaler file into the container -COPY attendance_scaler.pkl attendance_scaler.pkl - -# Expose the port the app runs on -EXPOSE 9000 - -# Define the command to run the application using Gunicorn -CMD ["gunicorn", "app:app", "-b", "0.0.0.0:9000", "-w", "4"] diff --git a/python-code/__pycache__/prediction.cpython-312.pyc b/python-code/__pycache__/prediction.cpython-312.pyc deleted file mode 100644 index 5d39c758..00000000 Binary files a/python-code/__pycache__/prediction.cpython-312.pyc and /dev/null differ diff --git a/python-code/__pycache__/scaler.cpython-312.pyc b/python-code/__pycache__/scaler.cpython-312.pyc deleted file mode 100644 index b9a6e7e7..00000000 Binary files a/python-code/__pycache__/scaler.cpython-312.pyc and /dev/null differ diff --git a/python-code/app.py b/python-code/app.py index f8d38acc..7b9e24bd 100644 --- a/python-code/app.py +++ b/python-code/app.py @@ -1,23 +1,25 @@ -# app.py from flask import Flask, request, jsonify import logging -from prediction import get_prediction -from scaler import scaler from datetime import datetime, timedelta +from prediction import get_prediction +import joblib # Initialize the Flask application app = Flask(__name__) +# Load the scaler +scaler = joblib.load('attendance_scaler.pkl') + # Function to determine if a given date is a weekend def is_weekend(date): return date.weekday() >= 5 # Function to determine if a given date is a special event (placeholder logic) def is_special_event(date): - special_events_dates = [(7, 4), (12, 25),(4,23),(12,9),(8,5),(3,6),(11,27),(3,10),(7,26)] # Example: 4th of July, Christmas + special_events_dates = [(7, 4), (12, 25), (4, 23), (12, 9), (8, 5), (3, 6), (11, 27), (3, 10), (7, 26)] # Example: 4th of July, Christmas return 1 if (date.month, date.day) in special_events_dates else 0 -@app.route('/predict', methods=['POST']) +@app.route('/predict', methods=['GET']) def predict(): try: # Get current date @@ -29,8 +31,8 @@ def predict(): day_of_month = current_date.day weekend = is_weekend(current_date) special_event = is_special_event(current_date) - # Set factor based on special event - factor = 1.5 if special_event else 1.0 + # Set factor based on special event + # factor = 1.5 if special_event else 1.0 predicted_class, predicted_attendance_level = get_prediction(day_of_week, month, day_of_month, weekend, special_event, scaler, factor) @@ -47,7 +49,7 @@ def predict(): logging.error(f"Error in predict endpoint: {str(e)}") return jsonify({"error": str(e)}), 500 -@app.route('/predict_week', methods=['POST']) +@app.route('/predict_week', methods=['GET']) def predict_week(): try: # Get the current date @@ -68,8 +70,8 @@ def predict_week(): weekend = is_weekend(date) special_event = is_special_event(date) - # Set factor based on special event - factor = 1.5 if special_event else 1.0 + # Set factor based on special event + # factor = 1.5 if special_event else 1.0 # Get prediction predicted_class, predicted_attendance_level = get_prediction(day_of_week, month, day_of_month, weekend, special_event, scaler, factor) @@ -92,4 +94,4 @@ def predict_week(): return jsonify({"error": str(e)}), 500 if __name__ == '__main__': - app.run(debug=True, host='0.0.0.0') + app.run(debug=True, host='0.0.0.0', port=9000) diff --git a/python-code/docker-compose.yml b/python-code/docker-compose.yml new file mode 100644 index 00000000..06d60af6 --- /dev/null +++ b/python-code/docker-compose.yml @@ -0,0 +1,18 @@ +version: '3.8' + +services: + web: + build: . + ports: + - "9000:9000" + depends_on: + - model + + model: + image: tensorflow/serving:latest + environment: + - MODEL_NAME=attendance_model + volumes: + - ../models/attendance_model:/models/attendance_model + ports: + - "8501:8501" diff --git a/python-code/models.config b/python-code/models.config deleted file mode 100644 index a95e1618..00000000 --- a/python-code/models.config +++ /dev/null @@ -1,7 +0,0 @@ -model_config_list: { - config: { - name: 'attendance_model', - base_path: '/models/attendance_model', - model_platform: 'tensorflow' - }, -} \ No newline at end of file diff --git a/python-code/prediction.py b/python-code/prediction.py index faebb626..c054f394 100644 --- a/python-code/prediction.py +++ b/python-code/prediction.py @@ -6,7 +6,7 @@ import logging # Define the URL for the TensorFlow Serving API -url = 'http://localhost:8501/v1/models/attendance_model:predict' +url = 'http://model:8501/v1/models/attendance_model:predict' # Define the attendance levels based on the bin ranges attendance_levels = ["0-300", "300-600", "600-900", "900-1200", "1200-1500", "1500-1800", "1800+"]