Scenario 2 (.csv)

Download original .csv file from GitHub

Officer_Type_Code

Total_Av_Working_Days

L0_Av_Mins_Per_Day

L1a_Av_Mins_Per_Day

L1b_Av_Mins_Per_Day

L2_Av_Mins_Per_Day

L3_Av_Mins_Per_Day

L4_Av_Mins_Per_Day

L5_Av_Mins_Per_Day

0

M01

155.625

93.6946

107.079

140.542

124.926

1

M02

192.189331054688

190.578

197.668

194.39

86.7812

2

M03

209.180160522461

229.111

197.12

228.978

3

N01

183.785705566406

119.16

99.9409

182.245

110.649

4

N02

190.835372924805

133.743

143.836

143.616

76.5954

5

P01

203.727264404297

204.424

224.867

245.309

224.867

6

P02

203.727264404297

204.424

224.867

245.309

7

P03

203.727264404297

204.424

224.867

245.309

8

L01

203.727264404297

245.309

9

L02

203.727264404297

204.424

224.867

245.309

10

L03

203.727264404297

204.424

224.867

245.309

11

E01

211.918838500977

119.096

12

D01

249

299.823

299.823

13

D02

249

299.823

299.823

299.823

299.823

14

D03

249

299.823

299.823

299.823

299.823

15

T01

16

C01

249

179.894

17

R01

142.285720825195

57.1091

57.1091

18

R02

142.285720825195

57.1091

57.1091

57.1091

19

R03

20

R04

21

22

23

24

25

Imputed based on officer category

26

cateogory not needed in model

27

category needed in model