id
int64
warehouse_level
string
warehouse_id
string
warehouse_size_sqm
int64
region_type
string
has_WMS
int64
has_temperature_monitoring
int64
has_generator_backup
int64
has_pest_control
int64
has_security_system
int64
staff_count
int64
staff_trained_gdp
int64
commodity_category
string
storage_requirement
string
criticality
string
volume_share_pct
float64
year
int64
month
int64
storage_conditions_adequate
int64
inventory_accuracy_pct
float64
stock_record_up_to_date
int64
fefo_compliance
int64
order_fulfilment_rate_pct
float64
orders_received_month
int64
orders_fulfilled_complete
int64
orders_backordered
int64
wastage_rate_pct
float64
expired_stock_value_usd
float64
damaged_goods_value_usd
float64
capacity_utilisation_pct
float64
overflow_to_other_space
int64
temperature_excursion_month
int64
pest_damage_reported
int64
theft_reported
int64
inventory_issue
string
stockout_at_warehouse
int64
facilities_affected_by_stockout
int64
report_submitted
int64
201
regional_warehouse
WH_0066
832
rural
0
0
0
0
0
7
0
surgical_supplies
ambient
medium
3
2,024
1
1
47.6
0
0
53.9
16
8
8
10.8
1,628
116
44
0
0
0
0
damaged_goods
0
0
1
202
regional_warehouse
WH_0052
1,554
rural
0
0
0
0
0
10
0
nutrition_commodities
ambient
medium
3
2,021
5
1
52.5
0
1
60.5
17
10
7
18.9
1,229
126
78.8
0
0
0
0
pest_infestation
1
0
1
203
regional_warehouse
WH_0046
877
rural
0
0
0
0
0
14
0
medical_devices_consumables
ambient
low
2
2,023
8
1
63.5
1
1
39
17
6
11
10.4
677
728
63.6
0
0
0
0
damaged_goods
0
0
0
204
regional_warehouse
WH_0040
1,540
peri_urban
0
0
0
0
0
11
0
controlled_substances
secure_ambient
critical
2
2,024
6
0
64.1
0
1
31.8
16
5
11
17.7
600
59
77.5
0
0
0
0
stock_record_discrepancy
0
0
0
205
regional_warehouse
WH_0006
1,790
urban
0
0
0
1
0
11
1
essential_medicines
ambient
high
35
2,022
7
0
63.6
1
0
35.7
11
3
8
19.5
517
21
95.8
1
0
0
0
pest_infestation
0
0
1
206
regional_warehouse
WH_0096
1,004
peri_urban
0
0
0
0
0
13
1
ARVs
ambient
high
15
2,024
10
1
67.2
0
0
67
13
8
5
14.5
1,779
237
69.6
0
0
0
0
stock_record_discrepancy
0
0
1
207
regional_warehouse
WH_0010
1,403
urban
0
0
0
1
0
3
0
vaccines
cold_chain_2_8C
critical
8
2,022
11
1
51.6
0
1
59.4
18
10
8
16.9
1,027
144
78.4
0
4
0
0
receiving_error
0
0
0
208
regional_warehouse
WH_0064
1,928
rural
0
0
0
0
0
12
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,021
2
0
80.1
0
1
36.5
24
8
16
14.8
951
90
89.2
0
2
0
0
none
1
28
1
209
regional_warehouse
WH_0085
2,269
peri_urban
0
0
0
0
0
15
0
contraceptives
ambient
medium
8
2,022
11
1
67.1
0
0
53
14
7
7
17.1
1,029
663
61.7
0
0
0
0
pest_infestation
1
11
1
210
regional_warehouse
WH_0042
1,561
peri_urban
0
0
0
0
0
10
1
malaria_commodities
ambient
high
10
2,023
12
0
53.5
1
0
66.9
12
8
4
16.6
3,796
50
78.6
0
0
0
0
overstocking
0
0
1
211
regional_warehouse
WH_0019
1,365
urban
0
0
0
0
0
7
0
IV_fluids
ambient
high
5
2,024
11
1
39.2
0
1
69
11
7
4
24.3
151
841
92.2
0
0
1
0
pest_infestation
0
0
0
212
regional_warehouse
WH_0093
1,916
urban
0
0
0
0
0
15
1
PPE_IPC_supplies
ambient
medium
4
2,021
2
1
68.6
1
0
57.6
16
9
7
17.4
582
338
79.6
0
0
0
0
FEFO_not_followed
0
0
1
213
regional_warehouse
WH_0002
923
peri_urban
0
0
0
0
0
9
0
surgical_supplies
ambient
medium
3
2,023
2
0
56.3
0
1
75.6
18
13
5
12.6
2,477
113
40.7
0
0
0
0
theft_pilferage
0
0
0
214
regional_warehouse
WH_0068
2,049
urban
0
0
0
0
0
12
0
nutrition_commodities
ambient
medium
3
2,024
7
0
56.2
0
1
90.5
12
10
2
23.1
446
547
67.5
0
0
0
0
damaged_goods
0
0
0
215
regional_warehouse
WH_0007
2,065
rural
0
1
0
1
0
13
1
medical_devices_consumables
ambient
low
2
2,022
4
0
59.6
0
0
43.3
11
4
7
22
474
5
52.4
0
0
0
0
damaged_goods
1
6
1
216
regional_warehouse
WH_0029
2,270
rural
0
0
0
0
0
12
0
controlled_substances
secure_ambient
critical
2
2,022
4
0
54.3
0
1
62.9
18
11
7
28.4
272
424
56.9
0
0
0
0
FEFO_not_followed
1
11
1
217
regional_warehouse
WH_0013
2,025
urban
0
0
0
0
0
14
0
essential_medicines
ambient
high
35
2,023
6
0
76.1
0
0
47.3
19
8
11
24.8
231
324
63.6
0
0
1
0
FEFO_not_followed
0
0
1
218
regional_warehouse
WH_0074
1,934
rural
0
0
0
0
0
11
1
ARVs
ambient
high
15
2,022
9
1
65.8
1
0
73.3
9
6
3
24.2
624
886
90.8
0
0
0
0
theft_pilferage
0
0
1
219
regional_warehouse
WH_0002
1,355
peri_urban
1
0
1
0
0
13
0
vaccines
cold_chain_2_8C
critical
8
2,023
4
0
40.2
0
1
90.9
17
15
2
19.2
24
136
38.9
0
2
1
1
receiving_error
0
0
0
220
regional_warehouse
WH_0058
1,797
peri_urban
0
0
0
0
0
11
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,021
12
0
65.4
0
0
70.8
20
14
6
21.8
253
43
56.6
0
1
0
1
pest_infestation
0
0
0
221
regional_warehouse
WH_0049
844
urban
0
0
0
0
0
11
0
contraceptives
ambient
medium
8
2,024
8
0
59.5
1
1
47.6
16
7
9
25.9
793
27
47.4
0
0
0
0
temperature_excursion
0
0
1
222
regional_warehouse
WH_0016
1,974
peri_urban
0
0
0
0
0
13
0
malaria_commodities
ambient
high
10
2,022
2
1
55.8
1
0
45.2
12
5
7
9.3
1,408
155
83.9
0
0
0
0
dispatch_error
1
3
0
223
regional_warehouse
WH_0039
2,169
peri_urban
0
1
1
0
0
12
0
IV_fluids
ambient
high
5
2,021
4
1
53.3
0
0
56.3
14
7
7
21.9
675
161
57.1
0
0
0
0
FEFO_not_followed
0
0
0
224
regional_warehouse
WH_0027
1,788
peri_urban
0
0
0
0
0
12
0
PPE_IPC_supplies
ambient
medium
4
2,022
5
1
75.2
1
0
51.5
14
7
7
17.3
1,966
82
101.2
1
0
0
0
overstocking
0
0
0
225
regional_warehouse
WH_0097
1,205
urban
0
0
0
0
0
15
0
surgical_supplies
ambient
medium
3
2,023
3
0
52.1
1
1
43.1
15
6
9
18.5
469
115
77.3
0
0
0
0
pest_infestation
1
2
0
226
regional_warehouse
WH_0073
1,982
peri_urban
0
0
0
0
0
11
1
nutrition_commodities
ambient
medium
3
2,023
1
0
52.9
0
0
27.3
13
3
10
17.3
942
69
91.6
0
0
0
0
understocking
0
0
1
227
regional_warehouse
WH_0003
1,868
peri_urban
0
0
0
0
0
10
0
medical_devices_consumables
ambient
low
2
2,023
5
1
51.1
0
0
78
14
10
4
12.9
1,234
31
59.8
0
0
0
0
stock_record_discrepancy
0
0
1
228
regional_warehouse
WH_0010
1,053
rural
0
0
0
0
0
10
1
controlled_substances
secure_ambient
critical
2
2,022
10
0
52.4
0
0
65.8
15
9
6
11.2
464
47
91.8
0
0
0
0
damaged_goods
0
0
0
229
regional_warehouse
WH_0057
2,166
rural
0
0
0
0
0
11
0
essential_medicines
ambient
high
35
2,022
8
1
60.9
1
0
78
18
14
4
16.1
550
474
59.7
0
0
0
0
expired_stock
0
0
1
230
regional_warehouse
WH_0051
2,431
peri_urban
0
0
0
0
0
7
0
ARVs
ambient
high
15
2,023
7
1
41.7
1
0
30.2
11
3
8
16.1
91
482
66
0
0
0
0
understocking
0
0
1
231
regional_warehouse
WH_0084
1,972
urban
0
0
0
0
0
21
0
vaccines
cold_chain_2_8C
critical
8
2,022
12
0
58
1
1
51.2
15
7
8
29.7
200
260
82.6
0
6
0
0
stock_record_discrepancy
0
0
1
232
regional_warehouse
WH_0091
1,453
rural
0
0
0
1
1
12
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,023
12
0
50
1
1
76.7
10
7
3
17.9
244
284
66.1
0
2
1
0
dispatch_error
0
0
1
233
regional_warehouse
WH_0033
1,409
peri_urban
0
0
0
0
0
11
1
contraceptives
ambient
medium
8
2,023
4
1
52.3
1
1
36.5
13
4
9
12.7
586
80
79.1
0
0
0
0
damaged_goods
0
0
0
234
regional_warehouse
WH_0040
842
rural
0
0
0
0
0
9
0
malaria_commodities
ambient
high
10
2,024
6
1
47.9
1
0
27.6
19
5
14
15.9
247
429
86.1
0
0
0
1
damaged_goods
1
11
1
235
regional_warehouse
WH_0079
1,159
peri_urban
0
0
0
0
0
14
0
IV_fluids
ambient
high
5
2,024
4
1
45
1
0
57.4
20
11
9
24.9
959
321
92.8
0
0
0
0
overstocking
1
4
1
236
regional_warehouse
WH_0046
1,414
urban
0
0
0
0
0
14
0
PPE_IPC_supplies
ambient
medium
4
2,024
9
0
51.5
0
0
60.4
11
6
5
11.9
690
111
48.3
0
0
0
0
understocking
1
4
1
237
regional_warehouse
WH_0018
1,813
rural
0
0
1
0
0
18
0
surgical_supplies
ambient
medium
3
2,023
7
0
35.7
1
0
49.4
13
6
7
16
438
10
55.1
0
0
0
0
dispatch_error
1
13
0
238
regional_warehouse
WH_0078
1,845
urban
0
0
0
0
1
8
0
nutrition_commodities
ambient
medium
3
2,024
9
0
40.4
0
1
68.5
18
12
6
23.8
201
83
58.6
0
0
0
0
stock_record_discrepancy
1
1
1
239
regional_warehouse
WH_0078
1,735
urban
0
0
0
0
0
13
0
medical_devices_consumables
ambient
low
2
2,023
12
1
73.9
0
0
19.5
20
3
17
19.1
1,073
77
65.7
0
0
0
0
temperature_excursion
1
2
0
240
regional_warehouse
WH_0089
1,967
rural
0
0
1
0
0
10
0
controlled_substances
secure_ambient
critical
2
2,022
9
0
59
1
0
51.3
14
7
7
24.2
1,732
141
80.5
0
0
0
0
dispatch_error
0
0
0
241
regional_warehouse
WH_0094
1,058
urban
0
0
0
0
0
13
0
essential_medicines
ambient
high
35
2,024
2
0
50.3
0
1
43.9
10
4
6
17
1,353
63
102.6
1
0
0
0
FEFO_not_followed
0
0
1
242
regional_warehouse
WH_0067
1,090
urban
0
0
0
0
0
11
0
ARVs
ambient
high
15
2,022
4
0
76.6
0
0
55.8
17
9
8
17.5
2,547
75
70.1
0
0
0
0
damaged_goods
0
0
1
243
regional_warehouse
WH_0073
1,436
urban
1
0
0
0
0
11
1
vaccines
cold_chain_2_8C
critical
8
2,022
6
0
58
0
0
42.7
9
3
6
15.1
2,221
170
80.2
0
4
1
0
theft_pilferage
0
0
1
244
regional_warehouse
WH_0061
1,264
urban
0
0
0
0
1
9
1
laboratory_reagents
cold_chain_2_8C
medium
5
2,022
5
0
50.5
1
1
61.8
12
7
5
17.1
872
5
46.1
0
2
0
0
stock_record_discrepancy
0
0
0
245
regional_warehouse
WH_0037
2,249
rural
0
0
0
0
0
12
1
contraceptives
ambient
medium
8
2,024
11
1
65.9
0
0
44.9
18
8
10
18.5
1,603
22
54.2
0
0
0
0
receiving_error
0
0
0
246
regional_warehouse
WH_0073
1,749
rural
0
0
0
0
0
10
0
malaria_commodities
ambient
high
10
2,024
2
0
42.8
0
1
48.2
15
7
8
13.3
1,381
92
65.6
0
0
0
0
understocking
0
0
1
247
regional_warehouse
WH_0098
2,299
peri_urban
0
0
0
0
0
18
0
IV_fluids
ambient
high
5
2,023
10
0
47.8
0
1
51.3
10
5
5
8.9
69
136
52.2
0
0
0
0
overstocking
1
9
0
248
regional_warehouse
WH_0057
1,078
peri_urban
0
0
0
0
0
13
1
PPE_IPC_supplies
ambient
medium
4
2,023
3
0
55.8
0
0
81.6
13
10
3
15.6
474
108
75
0
0
0
0
expired_stock
1
1
1
249
regional_warehouse
WH_0069
1,779
rural
0
0
0
0
0
11
0
surgical_supplies
ambient
medium
3
2,023
1
1
50.1
1
1
51.4
20
10
10
20.3
95
47
75.3
0
0
0
0
FEFO_not_followed
0
0
0
250
regional_warehouse
WH_0008
657
peri_urban
0
0
1
0
0
20
0
nutrition_commodities
ambient
medium
3
2,021
4
0
53.7
1
1
31.9
12
3
9
20.9
1,007
90
65.3
0
0
0
0
overstocking
0
0
1
251
regional_warehouse
WH_0062
649
rural
0
0
0
0
0
5
0
medical_devices_consumables
ambient
low
2
2,024
11
0
60.9
1
0
67.7
12
8
4
25.2
180
303
32.2
0
0
1
0
theft_pilferage
1
5
0
252
regional_warehouse
WH_0095
998
peri_urban
0
0
0
0
1
13
1
controlled_substances
secure_ambient
critical
2
2,024
1
1
48.1
0
1
57.3
14
8
6
14
2,204
38
71.7
0
0
1
0
understocking
0
0
0
253
regional_warehouse
WH_0017
1,215
peri_urban
0
0
0
0
0
15
0
essential_medicines
ambient
high
35
2,023
2
0
50.3
0
0
66.4
15
9
6
11.3
564
466
37.3
0
0
0
0
FEFO_not_followed
1
4
1
254
regional_warehouse
WH_0034
522
peri_urban
1
0
0
0
0
13
0
ARVs
ambient
high
15
2,021
9
0
58.6
0
0
50
14
7
7
20.2
405
68
70.7
0
0
0
0
theft_pilferage
1
1
1
255
regional_warehouse
WH_0003
2,273
rural
0
0
0
1
0
16
1
vaccines
cold_chain_2_8C
critical
8
2,022
7
0
50.2
1
1
75.9
19
14
5
21.8
1,233
49
75.3
0
5
0
0
expired_stock
0
0
0
256
regional_warehouse
WH_0079
1,278
rural
0
0
0
1
0
13
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,022
4
0
54.7
0
0
68.3
17
11
6
9.1
166
253
75.7
0
1
0
0
understocking
0
0
1
257
regional_warehouse
WH_0042
914
peri_urban
0
0
0
0
0
14
1
contraceptives
ambient
medium
8
2,023
7
0
41
1
0
50.8
12
6
6
15.4
1,749
61
84.9
0
0
0
0
damaged_goods
0
0
1
258
regional_warehouse
WH_0079
1,648
rural
0
0
0
0
0
14
0
malaria_commodities
ambient
high
10
2,022
2
0
62.9
0
1
46.7
17
7
10
24.1
3,910
81
62.9
0
0
0
0
damaged_goods
0
0
1
259
regional_warehouse
WH_0071
1,252
urban
0
0
0
0
0
12
0
IV_fluids
ambient
high
5
2,023
1
1
46.7
1
1
55.1
18
9
9
15
385
770
110
1
0
0
1
expired_stock
0
0
0
260
regional_warehouse
WH_0085
1,739
peri_urban
0
0
0
0
0
9
0
PPE_IPC_supplies
ambient
medium
4
2,024
1
1
66.4
1
1
44.6
17
7
10
16.9
716
44
66.4
0
0
0
0
stock_record_discrepancy
0
0
1
261
regional_warehouse
WH_0036
1,964
rural
0
0
0
0
0
12
0
surgical_supplies
ambient
medium
3
2,021
5
1
30.2
0
0
48.7
14
6
8
17.4
2,008
276
87.6
0
0
0
0
pest_infestation
1
5
1
262
regional_warehouse
WH_0008
579
urban
0
0
0
0
0
13
0
nutrition_commodities
ambient
medium
3
2,023
7
0
30.6
1
0
47.8
17
8
9
18.7
51
633
72.2
0
0
0
0
stock_record_discrepancy
0
0
1
263
regional_warehouse
WH_0029
2,053
rural
0
0
0
0
0
8
1
medical_devices_consumables
ambient
low
2
2,024
4
0
41.6
0
0
61
14
8
6
15.7
5,041
611
58.9
0
0
0
0
overstocking
0
0
0
264
regional_warehouse
WH_0081
2,149
rural
0
0
0
0
0
20
0
controlled_substances
secure_ambient
critical
2
2,022
12
0
43.8
0
0
42.6
18
7
11
25
0
137
67.3
0
0
0
0
overstocking
1
9
0
265
regional_warehouse
WH_0010
2,431
peri_urban
0
0
0
0
0
10
0
essential_medicines
ambient
high
35
2,021
5
0
52.7
0
1
66.9
11
7
4
10.5
76
203
83.7
0
0
0
0
temperature_excursion
0
0
1
266
regional_warehouse
WH_0039
1,394
rural
0
0
0
0
0
17
1
ARVs
ambient
high
15
2,023
10
0
67.8
1
1
43.6
14
6
8
13.9
138
122
65.9
0
0
0
0
dispatch_error
1
7
1
267
regional_warehouse
WH_0065
1,498
rural
0
0
0
0
0
5
0
vaccines
cold_chain_2_8C
critical
8
2,021
7
1
48.7
0
0
60.6
11
6
5
5.3
1,974
4
62.6
0
3
0
0
understocking
1
25
0
268
regional_warehouse
WH_0079
1,341
rural
0
0
0
0
0
10
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,023
5
0
59.1
0
0
50.7
14
7
7
19
1,686
59
74
0
1
0
0
temperature_excursion
1
1
0
269
regional_warehouse
WH_0089
1,437
peri_urban
0
0
0
0
0
9
0
contraceptives
ambient
medium
8
2,022
2
0
45.2
1
0
58.9
11
6
5
26.6
2,779
121
72.3
0
0
1
0
overstocking
0
0
0
270
regional_warehouse
WH_0028
1,467
rural
0
1
0
0
0
11
0
malaria_commodities
ambient
high
10
2,023
5
0
39.2
0
0
57
16
9
7
24.1
125
13
37
0
0
0
0
damaged_goods
0
0
1
271
regional_warehouse
WH_0067
1,566
rural
0
0
0
0
0
13
0
IV_fluids
ambient
high
5
2,022
5
0
66.3
0
1
54
17
9
8
20.7
1,128
47
40.6
0
0
0
0
receiving_error
1
16
0
272
regional_warehouse
WH_0057
569
urban
0
0
0
0
0
8
0
PPE_IPC_supplies
ambient
medium
4
2,021
9
1
56.4
0
0
74.8
11
8
3
13.2
1,090
29
69.9
0
0
0
0
dispatch_error
0
0
1
273
regional_warehouse
WH_0066
1,818
peri_urban
0
0
0
0
0
11
0
surgical_supplies
ambient
medium
3
2,022
9
0
40.6
1
0
67.5
11
7
4
16
130
106
80.5
0
0
0
0
stock_record_discrepancy
0
0
1
274
regional_warehouse
WH_0086
1,259
urban
0
0
0
0
0
15
0
nutrition_commodities
ambient
medium
3
2,023
9
1
45.1
0
1
44.3
13
5
8
15.7
1,727
122
44.7
0
0
0
1
temperature_excursion
1
5
0
275
regional_warehouse
WH_0075
2,063
peri_urban
0
0
0
0
0
13
0
medical_devices_consumables
ambient
low
2
2,024
3
1
60.5
0
1
67.9
17
11
6
11.6
386
770
61.3
0
0
1
0
receiving_error
0
0
0
276
regional_warehouse
WH_0074
1,657
rural
0
0
0
0
0
17
0
controlled_substances
secure_ambient
critical
2
2,023
3
1
54.6
1
1
45.8
15
6
9
16.4
445
16
46.4
0
0
0
0
theft_pilferage
0
0
0
277
regional_warehouse
WH_0027
1,688
urban
0
0
0
0
0
14
0
essential_medicines
ambient
high
35
2,024
2
1
68.3
0
0
32.6
19
6
13
19.8
1,532
164
52.7
0
0
0
0
understocking
0
0
0
278
regional_warehouse
WH_0095
1,500
peri_urban
0
0
0
0
0
10
0
ARVs
ambient
high
15
2,024
9
0
44.2
1
0
45.7
16
7
9
20.3
705
241
66.2
0
0
0
0
FEFO_not_followed
0
0
1
279
regional_warehouse
WH_0071
969
peri_urban
0
0
1
0
0
7
0
vaccines
cold_chain_2_8C
critical
8
2,021
10
0
53
1
0
49
17
8
9
14.3
1,806
134
41.7
0
2
0
0
damaged_goods
0
0
0
280
regional_warehouse
WH_0081
1,716
peri_urban
0
0
0
0
0
16
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,024
5
1
65.1
0
1
42.2
14
5
9
25.8
2,729
31
74.1
0
1
1
0
expired_stock
0
0
0
281
regional_warehouse
WH_0034
1,641
urban
0
0
0
0
0
21
0
contraceptives
ambient
medium
8
2,024
4
1
60.5
1
0
82.2
26
21
5
17.3
2,207
172
56.5
0
0
0
0
overstocking
1
6
0
282
regional_warehouse
WH_0002
2,510
urban
0
0
0
0
1
10
0
malaria_commodities
ambient
high
10
2,023
9
0
66.3
0
0
39.3
17
6
11
16.3
811
213
53.6
0
0
0
0
expired_stock
0
0
1
283
regional_warehouse
WH_0055
1,129
rural
0
0
0
0
0
15
0
IV_fluids
ambient
high
5
2,023
5
1
56.5
0
1
65.8
13
8
5
18.1
2,932
64
63.6
0
0
0
0
overstocking
0
0
1
284
regional_warehouse
WH_0039
1,701
urban
0
0
0
0
0
12
0
PPE_IPC_supplies
ambient
medium
4
2,024
11
0
49.3
1
0
54.2
10
5
5
21.7
1,098
23
80.1
0
0
0
0
overstocking
1
13
0
285
regional_warehouse
WH_0018
1,921
rural
0
1
0
0
0
16
0
surgical_supplies
ambient
medium
3
2,021
8
0
75.7
0
1
55.2
15
8
7
19.5
2,771
22
48.4
0
0
0
0
overstocking
1
1
0
286
regional_warehouse
WH_0030
1,845
rural
0
0
0
0
0
13
0
nutrition_commodities
ambient
medium
3
2,022
4
0
48.2
1
0
44
17
7
10
16.7
122
69
53.2
0
0
0
0
understocking
0
0
0
287
regional_warehouse
WH_0081
2,176
urban
0
0
0
0
0
15
1
medical_devices_consumables
ambient
low
2
2,024
10
0
70.3
1
1
42
15
6
9
28.3
304
3
58.8
0
0
0
0
damaged_goods
0
0
1
288
regional_warehouse
WH_0058
1,594
urban
0
0
0
0
0
8
0
controlled_substances
secure_ambient
critical
2
2,021
2
0
31.2
0
0
58.1
10
5
5
25.8
2,200
118
102.1
1
0
0
0
temperature_excursion
0
0
0
289
regional_warehouse
WH_0078
1,545
rural
0
0
0
0
0
12
0
essential_medicines
ambient
high
35
2,024
8
0
56.2
1
1
55.7
14
7
7
24.8
421
48
78.7
0
0
0
0
FEFO_not_followed
0
0
0
290
regional_warehouse
WH_0062
956
rural
0
0
0
0
0
9
1
ARVs
ambient
high
15
2,024
1
1
74.7
1
0
56.5
13
7
6
17.4
940
66
54.3
0
0
0
0
pest_infestation
0
0
1
291
regional_warehouse
WH_0030
1,436
peri_urban
0
0
0
0
1
10
0
vaccines
cold_chain_2_8C
critical
8
2,024
5
0
51.1
0
0
52.9
20
10
10
24.5
377
205
48.5
0
1
0
0
stock_record_discrepancy
0
0
0
292
regional_warehouse
WH_0093
1,971
urban
0
0
0
0
0
16
0
laboratory_reagents
cold_chain_2_8C
medium
5
2,024
3
0
53.4
0
0
48
12
5
7
12
712
394
41.6
0
0
0
0
theft_pilferage
0
0
0
293
regional_warehouse
WH_0076
327
rural
1
0
0
0
0
12
0
contraceptives
ambient
medium
8
2,023
7
1
20.8
1
0
55.3
17
9
8
29.4
1,212
18
56.6
0
0
0
0
expired_stock
1
4
0
294
regional_warehouse
WH_0069
1,788
urban
0
0
0
0
0
12
0
malaria_commodities
ambient
high
10
2,023
5
1
61.9
1
0
31.8
14
4
10
18.5
469
109
56.2
0
0
0
0
damaged_goods
0
0
0
295
regional_warehouse
WH_0083
1,354
rural
0
0
0
1
0
19
1
IV_fluids
ambient
high
5
2,021
4
0
52
0
1
74.3
14
10
4
20.2
862
405
45.5
0
0
0
0
overstocking
0
0
1
296
regional_warehouse
WH_0064
679
peri_urban
0
0
0
0
0
10
0
PPE_IPC_supplies
ambient
medium
4
2,024
8
1
68.1
1
1
56.1
18
10
8
15.8
1,802
106
42.6
0
0
0
0
expired_stock
0
0
1
297
regional_warehouse
WH_0012
1,470
urban
0
0
0
0
0
13
1
surgical_supplies
ambient
medium
3
2,023
5
1
57
0
1
69.4
17
11
6
21.8
789
811
59.7
0
0
0
0
overstocking
0
0
0
298
regional_warehouse
WH_0087
1,264
rural
0
0
0
0
0
16
1
nutrition_commodities
ambient
medium
3
2,022
10
0
51.7
0
0
35
21
7
14
9.1
145
19
63.2
0
0
0
0
damaged_goods
1
0
1
299
regional_warehouse
WH_0045
1,736
urban
0
0
0
0
0
12
1
medical_devices_consumables
ambient
low
2
2,023
12
1
66.3
0
1
74.9
13
9
4
12.3
387
22
86
0
0
0
1
damaged_goods
0
0
1
300
regional_warehouse
WH_0085
1,747
urban
0
0
0
0
0
14
1
controlled_substances
secure_ambient
critical
2
2,022
2
0
76.5
1
0
78.4
13
10
3
21.6
1,729
145
73.8
0
0
0
0
FEFO_not_followed
0
0
0