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assessment predictions pipelines added

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kowshik
2024-09-12 21:36:02 +00:00
parent 24823432b3
commit 45bc62c745
10 changed files with 1583 additions and 11 deletions
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data/processed/assessment_prediction/testid/output.csv
+13 -6
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@@ -1,6 +1,13 @@
start_date,end_date,open_items,red_flags,num_employees,assessment_type_biweekly,assessment_type_quarterly,assessment_type_weekly,open_items_assessment_type_weekly_lag_1,open_items_assessment_type_biweekly_lag_1,open_items_assessment_type_quarterly_lag_1,open_items_weekly_ma_3,open_items_biweekly_ma_3,open_items_quarterly_ma_3,time_since_last_event,percentage_change_open_items
2023-01-01,2023-01-02,10,2,30,0,0,1,0.0,0.0,0.0,10.0,0.0,0.0,0.0,0.0
2023-01-08,2023-01-09,12,1,25,1,0,0,10.0,0.0,0.0,10.0,12.0,0.0,7.0,19.999999999999996
2023-01-15,2023-01-16,11,3,28,0,1,0,0.0,12.0,0.0,10.0,12.0,11.0,7.0,-8.333333333333337
2023-01-22,2023-01-23,9,1,30,0,0,1,0.0,0.0,11.0,9.0,12.0,11.0,7.0,-18.181818181818176
2023-01-29,2023-01-30,13,4,27,1,0,0,9.0,0.0,0.0,9.0,13.0,11.0,7.0,44.44444444444444
open_items,red_flags,num_employees,duration,assessment_type_biweekly,assessment_type_quarterly,assessment_type_weekly,open_items_assessment_type_weekly_lag_1,open_items_assessment_type_biweekly_lag_1,open_items_assessment_type_quarterly_lag_1,open_items_weekly_ma_3,open_items_biweekly_ma_3,open_items_quarterly_ma_3,percentage_change_open_items
10,2,30,1,0,0,1,0.0,0.0,0.0,10.0,0.0,0.0,0.0
12,1,25,1,1,0,0,10.0,0.0,0.0,10.0,12.0,0.0,19.999999999999996
11,3,28,1,0,1,0,0.0,12.0,0.0,10.0,12.0,11.0,-8.333333333333337
9,1,30,1,0,0,1,0.0,0.0,11.0,9.0,12.0,11.0,-18.181818181818176
13,4,27,1,1,0,0,9.0,0.0,0.0,9.0,13.0,11.0,44.44444444444444
14,2,26,1,0,0,1,0.0,13.0,0.0,11.5,13.0,0.0,7.692307692307687
15,1,31,1,0,1,0,14.0,0.0,0.0,14.0,13.0,15.0,7.14285714285714
16,3,29,1,1,0,0,0.0,0.0,15.0,14.0,16.0,15.0,6.666666666666665
12,2,25,1,0,0,1,0.0,16.0,0.0,12.0,16.0,15.0,-25.0
11,1,30,1,0,1,0,12.0,0.0,0.0,12.0,16.0,11.0,-8.333333333333337
10,4,27,1,0,0,1,0.0,0.0,11.0,11.0,0.0,11.0,-9.090909090909093
9,3,26,1,1,0,0,10.0,0.0,0.0,10.0,9.0,11.0,-9.999999999999998
1 start_date open_items end_date red_flags num_employees duration assessment_type_biweekly assessment_type_quarterly assessment_type_weekly open_items_assessment_type_weekly_lag_1 open_items_assessment_type_biweekly_lag_1 open_items_assessment_type_quarterly_lag_1 open_items_weekly_ma_3 open_items_biweekly_ma_3 open_items_quarterly_ma_3 percentage_change_open_items time_since_last_event
2 2023-01-01 10 2023-01-02 2 30 1 0 0 1 0.0 0.0 0.0 10.0 0.0 0.0 0.0 0.0
3 2023-01-08 12 2023-01-09 1 25 1 1 0 0 10.0 0.0 0.0 10.0 12.0 0.0 19.999999999999996 7.0
4 2023-01-15 11 2023-01-16 3 28 1 0 1 0 0.0 12.0 0.0 10.0 12.0 11.0 -8.333333333333337 7.0
5 2023-01-22 9 2023-01-23 1 30 1 0 0 1 0.0 0.0 11.0 9.0 12.0 11.0 -18.181818181818176 7.0
6 2023-01-29 13 2023-01-30 4 27 1 1 0 0 9.0 0.0 0.0 9.0 13.0 11.0 44.44444444444444 7.0
7 14 2 26 1 0 0 1 0.0 13.0 0.0 11.5 13.0 0.0 7.692307692307687
8 15 1 31 1 0 1 0 14.0 0.0 0.0 14.0 13.0 15.0 7.14285714285714
9 16 3 29 1 1 0 0 0.0 0.0 15.0 14.0 16.0 15.0 6.666666666666665
10 12 2 25 1 0 0 1 0.0 16.0 0.0 12.0 16.0 15.0 -25.0
11 11 1 30 1 0 1 0 12.0 0.0 0.0 12.0 16.0 11.0 -8.333333333333337
12 10 4 27 1 0 0 1 0.0 0.0 11.0 11.0 0.0 11.0 -9.090909090909093
13 9 3 26 1 1 0 0 10.0 0.0 0.0 10.0 9.0 11.0 -9.999999999999998