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60 changes: 60 additions & 0 deletions data/arima_df.csv
Original file line number Diff line number Diff line change
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date,sales_diff
2013-02-01,4513.0
2013-03-01,157965.0
2013-04-01,64892.0
2013-05-01,80968.0
2013-06-01,32355.0
2013-07-01,60325.0
2013-08-01,-89161.0
2013-09-01,-76854.0
2013-10-01,-33320.0
2013-11-01,36056.0
2013-12-01,-186036.0
2014-01-01,19380.0
2014-02-01,3130.0
2014-03-01,175184.0
2014-04-01,84613.0
2014-05-01,93963.0
2014-06-01,23965.0
2014-07-01,82168.0
2014-08-01,-103414.0
2014-09-01,-100472.0
2014-10-01,-26241.0
2014-11-01,41900.0
2014-12-01,-222735.0
2015-01-01,-25535.0
2015-02-01,-1196.0
2015-03-01,179634.0
2015-04-01,93516.0
2015-05-01,102435.0
2015-06-01,10282.0
2015-07-01,100166.0
2015-08-01,-116949.0
2015-09-01,-97069.0
2015-10-01,-26079.0
2015-11-01,30392.0
2015-12-01,-220073.0
2016-01-01,-5133.0
2016-02-01,12518.0
2016-03-01,175924.0
2016-04-01,111069.0
2016-05-01,86780.0
2016-06-01,33934.0
2016-07-01,116054.0
2016-08-01,-157224.0
2016-09-01,-84663.0
2016-10-01,-33194.0
2016-11-01,27811.0
2016-12-01,-228037.0
2017-01-01,-46105.0
2017-02-01,4063.0
2017-03-01,201298.0
2017-04-01,116195.0
2017-05-01,81824.0
2017-06-01,43938.0
2017-07-01,106769.0
2017-08-01,-144990.0
2017-09-01,-91140.0
2017-10-01,-44103.0
2017-11-01,37677.0
2017-12-01,-233667.0
Binary file added data/demand-forecasting-kernels-only.zip
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48 changes: 48 additions & 0 deletions data/model_df.csv
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date,sales,sales_diff,lag_1,lag_2,lag_3,lag_4,lag_5,lag_6,lag_7,lag_8,lag_9,lag_10,lag_11,lag_12
2014-02-01,529117,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0,-89161.0,60325.0,32355.0,80968.0,64892.0,157965.0,4513.0
2014-03-01,704301,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0,-89161.0,60325.0,32355.0,80968.0,64892.0,157965.0
2014-04-01,788914,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0,-89161.0,60325.0,32355.0,80968.0,64892.0
2014-05-01,882877,93963.0,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0,-89161.0,60325.0,32355.0,80968.0
2014-06-01,906842,23965.0,93963.0,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0,-89161.0,60325.0,32355.0
2014-07-01,989010,82168.0,23965.0,93963.0,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0,-89161.0,60325.0
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2014-09-01,785124,-100472.0,-103414.0,82168.0,23965.0,93963.0,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0,-76854.0
2014-10-01,758883,-26241.0,-100472.0,-103414.0,82168.0,23965.0,93963.0,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0,-33320.0
2014-11-01,800783,41900.0,-26241.0,-100472.0,-103414.0,82168.0,23965.0,93963.0,84613.0,175184.0,3130.0,19380.0,-186036.0,36056.0
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2015-01-01,552513,-25535.0,-222735.0,41900.0,-26241.0,-100472.0,-103414.0,82168.0,23965.0,93963.0,84613.0,175184.0,3130.0,19380.0
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2015-03-01,730951,179634.0,-1196.0,-25535.0,-222735.0,41900.0,-26241.0,-100472.0,-103414.0,82168.0,23965.0,93963.0,84613.0,175184.0
2015-04-01,824467,93516.0,179634.0,-1196.0,-25535.0,-222735.0,41900.0,-26241.0,-100472.0,-103414.0,82168.0,23965.0,93963.0,84613.0
2015-05-01,926902,102435.0,93516.0,179634.0,-1196.0,-25535.0,-222735.0,41900.0,-26241.0,-100472.0,-103414.0,82168.0,23965.0,93963.0
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2015-07-01,1037350,100166.0,10282.0,102435.0,93516.0,179634.0,-1196.0,-25535.0,-222735.0,41900.0,-26241.0,-100472.0,-103414.0,82168.0
2015-08-01,920401,-116949.0,100166.0,10282.0,102435.0,93516.0,179634.0,-1196.0,-25535.0,-222735.0,41900.0,-26241.0,-100472.0,-103414.0
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2015-11-01,827645,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0,102435.0,93516.0,179634.0,-1196.0,-25535.0,-222735.0,41900.0
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2016-01-01,602439,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0,102435.0,93516.0,179634.0,-1196.0,-25535.0
2016-02-01,614957,12518.0,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0,102435.0,93516.0,179634.0,-1196.0
2016-03-01,790881,175924.0,12518.0,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0,102435.0,93516.0,179634.0
2016-04-01,901950,111069.0,175924.0,12518.0,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0,102435.0,93516.0
2016-05-01,988730,86780.0,111069.0,175924.0,12518.0,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0,102435.0
2016-06-01,1022664,33934.0,86780.0,111069.0,175924.0,12518.0,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0,10282.0
2016-07-01,1138718,116054.0,33934.0,86780.0,111069.0,175924.0,12518.0,-5133.0,-220073.0,30392.0,-26079.0,-97069.0,-116949.0,100166.0
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2016-11-01,891448,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0,111069.0,175924.0,12518.0,-5133.0,-220073.0,30392.0
2016-12-01,663411,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0,111069.0,175924.0,12518.0,-5133.0,-220073.0
2017-01-01,617306,-46105.0,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0,111069.0,175924.0,12518.0,-5133.0
2017-02-01,621369,4063.0,-46105.0,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0,111069.0,175924.0,12518.0
2017-03-01,822667,201298.0,4063.0,-46105.0,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0,111069.0,175924.0
2017-04-01,938862,116195.0,201298.0,4063.0,-46105.0,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0,111069.0
2017-05-01,1020686,81824.0,116195.0,201298.0,4063.0,-46105.0,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0,33934.0,86780.0
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2017-07-01,1171393,106769.0,43938.0,81824.0,116195.0,201298.0,4063.0,-46105.0,-228037.0,27811.0,-33194.0,-84663.0,-157224.0,116054.0
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2017-11-01,928837,37677.0,-44103.0,-91140.0,-144990.0,106769.0,43938.0,81824.0,116195.0,201298.0,4063.0,-46105.0,-228037.0,27811.0
2017-12-01,695170,-233667.0,37677.0,-44103.0,-91140.0,-144990.0,106769.0,43938.0,81824.0,116195.0,201298.0,4063.0,-46105.0,-228037.0
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