id
int64
facility_level
string
facility_id
string
region_type
string
has_pharmacist
int64
pharmacy_staff_count
int64
lmis_type
string
lmis_functional
int64
cold_chain_functional
int64
storage_adequate
int64
supervised_last_quarter
int64
drug_name
string
drug_category
string
formulation
string
ven_classification
string
unit_cost_usd
float64
year
int64
quarter
int64
available_on_survey_day
int64
stocked_out_in_last_6m
int64
stockout_days_last_6m
int64
stockout_episodes_last_6m
int64
longest_stockout_days
int64
stockout_cause_primary
string
stockout_cause_secondary
string
order_placed_on_time
int64
last_delivery_days_ago
int64
lead_time_days
int64
delivery_complete
int64
order_fill_rate_pct
float64
expired_stock_found
int64
temperature_excursion
int64
damaged_stock_found
int64
stock_card_up_to_date
int64
physical_count_matches_records
int64
FEFO_compliance
int64
patients_turned_away
int64
referred_to_private_pharmacy
int64
treatment_substituted
int64
treatment_delayed
int64
LMIS_report_submitted
int64
LMIS_report_timely
int64
LMIS_report_accurate
int64
1
district_hospital
FAC_0018
peri_urban
0
3
paper
0
0
0
0
amoxicillin_500mg_cap
antibiotic
capsule
E
0.03
2,024
4
0
0
0
0
0
not_applicable
not_applicable
1
4
34
1
68.2
0
0
0
1
0
0
2
1
0
1
1
0
0
2
district_hospital
FAC_0073
peri_urban
0
2
paper
1
0
0
0
amoxicillin_125mg_susp
antibiotic_paediatric
suspension
E
0.8
2,024
4
0
1
23
2
11
national_stockout_supplier
procurement_delay
1
5
37
0
50.2
0
0
0
1
0
0
6
0
0
0
1
1
1
3
district_hospital
FAC_0070
urban
0
2
paper
1
0
0
0
cotrimoxazole_480mg_tab
antibiotic
tablet
E
0.01
2,024
2
0
1
2
1
2
national_stockout_supplier
funding_shortfall
0
11
30
1
61.7
0
0
0
1
0
1
0
1
0
0
0
0
0
4
district_hospital
FAC_0092
rural
0
3
paper
0
0
1
0
cotrimoxazole_240mg_susp
antibiotic_paediatric
suspension
E
0.55
2,023
2
1
0
0
0
0
not_applicable
not_applicable
0
46
32
0
79
0
1
0
1
0
1
0
0
0
0
1
1
0
5
district_hospital
FAC_0158
rural
0
2
paper
0
0
0
1
metronidazole_250mg_tab
antibiotic
tablet
E
0.02
2,023
1
1
0
0
0
0
not_applicable
not_applicable
0
23
33
1
48.8
0
0
1
0
0
1
0
0
0
0
1
1
0
6
district_hospital
FAC_0024
rural
0
3
paper
1
0
0
0
ciprofloxacin_500mg_tab
antibiotic
tablet
E
0.04
2,024
2
1
0
0
0
0
not_applicable
not_applicable
1
64
29
0
61.7
1
0
0
0
0
0
0
0
0
0
0
0
0
7
district_hospital
FAC_0045
peri_urban
0
3
paper
0
0
0
0
gentamicin_40mg_inj
antibiotic_injectable
injection
V
0.2
2,021
4
0
1
2
2
3
funding_shortfall
supplier_quality_rejection
0
5
34
1
56.4
0
1
0
0
0
1
6
0
0
1
1
0
0
8
district_hospital
FAC_0194
peri_urban
0
3
paper
1
0
1
1
benzylpenicillin_inj
antibiotic_injectable
injection
V
0.25
2,023
2
0
0
0
0
0
not_applicable
not_applicable
0
89
12
0
59.7
1
0
0
1
0
0
3
0
0
1
1
0
0
9
district_hospital
FAC_0055
urban
0
3
paper
1
0
0
0
ceftriaxone_1g_inj
antibiotic_injectable
injection
V
0.4
2,021
2
0
1
25
1
25
national_stockout_supplier
national_stockout_supplier
1
6
35
0
57.3
0
0
0
0
1
1
1
1
0
1
1
1
0
10
district_hospital
FAC_0178
rural
1
6
paper
0
0
1
0
ACT_artemether_lumefantrine
antimalarial
tablet
V
0.45
2,023
1
0
0
0
0
0
not_applicable
not_applicable
1
21
33
1
28.6
0
0
0
1
0
1
2
0
1
0
0
0
0
11
district_hospital
FAC_0134
peri_urban
0
6
paper
0
0
0
0
artesunate_60mg_inj
antimalarial_injectable
injection
V
1
2,021
4
0
1
51
1
51
national_stockout_supplier
LMIS_reporting_failure
0
35
37
0
39.8
0
0
0
0
1
0
2
0
0
0
0
0
0
12
district_hospital
FAC_0104
peri_urban
0
1
paper
1
0
0
0
ORS_sachet
diarrhoea
sachet
V
0.05
2,023
2
1
0
0
0
0
not_applicable
not_applicable
0
15
19
1
52.7
1
0
0
1
0
0
0
0
0
0
1
0
0
13
district_hospital
FAC_0122
peri_urban
0
4
paper
1
0
0
1
zinc_20mg_tab
diarrhoea_paediatric
tablet
E
0.02
2,023
2
0
1
59
1
59
demand_surge_epidemic
national_stockout_supplier
0
29
24
0
65.5
0
0
0
0
1
0
0
1
1
0
0
0
0
14
district_hospital
FAC_0161
rural
0
1
paper
1
1
0
0
paracetamol_500mg_tab
analgesic
tablet
E
0.01
2,022
1
0
1
32
4
12
national_stockout_supplier
late_delivery_transport
0
64
19
1
32.8
0
0
0
0
0
0
0
0
1
0
0
0
0
15
district_hospital
FAC_0092
urban
1
4
paper
1
0
0
0
ibuprofen_200mg_tab
analgesic
tablet
N
0.02
2,023
3
0
0
0
0
0
not_applicable
not_applicable
0
2
28
1
84.3
1
0
0
1
1
0
4
0
0
1
1
0
1
16
district_hospital
FAC_0184
peri_urban
0
4
paper
0
0
0
0
oxytocin_10IU_inj
maternal
injection
V
0.15
2,023
1
0
1
21
4
62
procurement_delay
demand_surge_epidemic
0
5
37
0
60.5
0
0
0
1
0
1
8
0
0
1
0
0
0
17
district_hospital
FAC_0134
peri_urban
0
5
paper
0
1
1
0
magnesium_sulfate_inj
maternal
injection
V
0.5
2,022
1
1
0
0
0
0
not_applicable
not_applicable
0
42
19
0
52.1
0
0
0
1
0
0
0
0
0
0
1
1
1
18
district_hospital
FAC_0049
urban
0
3
paper
1
0
0
0
ferrous_folic_acid_tab
maternal
tablet
E
0.01
2,023
4
0
0
0
0
0
not_applicable
not_applicable
1
7
38
1
60.8
0
0
0
0
0
0
5
0
0
1
1
1
0
19
district_hospital
FAC_0199
rural
0
2
paper
0
0
0
0
medroxyprogesterone_inj
family_planning
injection
E
0.9
2,021
4
1
0
0
0
0
not_applicable
not_applicable
0
44
46
0
51.2
0
0
0
0
0
1
0
0
0
0
0
0
0
20
district_hospital
FAC_0162
peri_urban
0
6
paper
1
0
0
0
metformin_500mg_tab
NCD_diabetes
tablet
E
0.02
2,023
2
0
1
13
1
35
demand_surge_epidemic
LMIS_reporting_failure
0
1
9
1
39.5
0
0
0
0
0
0
3
1
1
0
0
0
0
21
district_hospital
FAC_0047
urban
0
1
paper
1
0
0
0
glibenclamide_5mg_tab
NCD_diabetes
tablet
E
0.01
2,024
4
1
0
0
0
0
not_applicable
not_applicable
1
28
26
1
52.2
0
0
0
1
0
0
0
0
0
0
0
0
0
22
district_hospital
FAC_0128
peri_urban
0
6
paper
1
0
1
0
amlodipine_5mg_tab
NCD_hypertension
tablet
E
0.02
2,021
2
0
0
0
0
0
not_applicable
not_applicable
1
8
9
0
41.5
0
0
0
1
1
0
5
0
0
0
1
1
1
23
district_hospital
FAC_0036
rural
0
6
paper
0
0
0
0
hydrochlorothiazide_25mg
NCD_hypertension
tablet
E
0.01
2,023
1
1
0
0
0
0
not_applicable
not_applicable
0
19
27
1
21.2
1
0
1
1
1
0
0
0
0
0
1
1
1
24
district_hospital
FAC_0170
peri_urban
1
2
paper
1
0
1
1
salbutamol_inhaler
NCD_respiratory
inhaler
E
1.5
2,024
1
1
1
14
1
27
poor_storage_conditions
procurement_delay
1
18
12
0
76.9
0
0
0
1
0
0
0
0
0
0
1
1
1
25
district_hospital
FAC_0005
urban
0
1
paper
1
0
1
0
phenobarbital_30mg_tab
NCD_epilepsy
tablet
V
0.02
2,023
4
0
1
4
1
61
poor_storage_conditions
procurement_delay
0
62
54
0
72
0
0
0
0
0
1
2
1
1
0
1
1
1
26
district_hospital
FAC_0140
rural
0
4
paper
1
0
1
0
diazepam_5mg_inj
emergency
injection
V
0.15
2,024
1
1
1
40
1
40
poor_storage_conditions
late_delivery_transport
0
5
21
0
62.7
0
0
1
0
1
0
0
0
0
0
1
0
0
27
district_hospital
FAC_0105
rural
0
5
paper
0
0
0
1
sodium_valproate_200mg
NCD_epilepsy
tablet
E
0.05
2,024
2
1
0
0
0
0
not_applicable
not_applicable
1
43
24
1
37.6
0
0
0
0
0
0
0
0
0
0
0
0
0
28
district_hospital
FAC_0130
rural
0
4
paper
1
0
1
0
insulin_regular_10ml
NCD_diabetes
injection
V
4.5
2,022
3
0
0
0
0
0
not_applicable
not_applicable
1
26
68
0
44.4
0
0
0
1
0
1
0
1
0
1
0
0
0
29
district_hospital
FAC_0145
urban
0
2
paper
1
0
0
0
amoxicillin_500mg_cap
antibiotic
capsule
E
0.03
2,021
1
1
0
0
0
0
not_applicable
not_applicable
0
12
6
1
51.7
0
0
0
0
0
0
0
0
0
0
0
0
0
30
district_hospital
FAC_0118
urban
0
2
paper
0
0
1
0
amoxicillin_125mg_susp
antibiotic_paediatric
suspension
E
0.8
2,022
1
0
1
59
1
59
funding_shortfall
funding_shortfall
1
39
54
0
35.8
0
0
0
1
0
1
3
0
0
1
1
1
1
31
district_hospital
FAC_0059
rural
0
5
paper
1
0
0
0
cotrimoxazole_480mg_tab
antibiotic
tablet
E
0.01
2,024
1
1
0
0
0
0
not_applicable
not_applicable
1
12
41
1
58.2
0
0
0
1
0
0
0
0
0
0
1
0
0
32
district_hospital
FAC_0163
peri_urban
0
2
paper
1
0
0
0
cotrimoxazole_240mg_susp
antibiotic_paediatric
suspension
E
0.55
2,024
3
1
0
0
0
0
not_applicable
not_applicable
1
42
29
0
51.2
1
0
0
1
0
1
0
0
0
0
0
0
0
33
district_hospital
FAC_0129
rural
0
5
paper
0
0
1
0
metronidazole_250mg_tab
antibiotic
tablet
E
0.02
2,024
2
0
0
0
0
0
not_applicable
not_applicable
0
93
40
0
81.9
0
0
0
0
0
0
9
0
0
1
1
1
1
34
district_hospital
FAC_0165
rural
0
1
paper
1
0
0
0
ciprofloxacin_500mg_tab
antibiotic
tablet
E
0.04
2,022
1
0
1
13
1
14
expired_stock_wastage
theft_or_pilferage
1
19
4
0
22.3
0
0
0
1
0
1
3
1
0
0
0
0
0
35
district_hospital
FAC_0073
rural
0
4
paper
1
0
0
0
gentamicin_40mg_inj
antibiotic_injectable
injection
V
0.2
2,024
2
0
0
0
0
0
not_applicable
not_applicable
0
8
13
1
57.2
0
1
0
1
1
0
3
1
1
0
1
0
0
36
district_hospital
FAC_0047
rural
0
3
paper
1
0
0
0
benzylpenicillin_inj
antibiotic_injectable
injection
V
0.25
2,021
1
1
0
0
0
0
not_applicable
not_applicable
1
79
25
1
31.8
0
0
0
0
0
0
0
0
0
0
0
0
0
37
district_hospital
FAC_0005
peri_urban
1
4
paper
1
0
0
0
ceftriaxone_1g_inj
antibiotic_injectable
injection
V
0.4
2,024
4
0
1
20
4
45
national_stockout_supplier
procurement_delay
0
4
35
1
43.8
0
1
0
0
1
1
20
0
0
0
1
1
0
38
district_hospital
FAC_0117
rural
0
3
paper
1
0
1
1
ACT_artemether_lumefantrine
antimalarial
tablet
V
0.45
2,022
2
1
0
0
0
0
not_applicable
not_applicable
1
30
23
1
56.7
0
0
0
0
1
1
0
0
0
0
0
0
0
39
district_hospital
FAC_0189
rural
0
3
paper
1
0
0
0
artesunate_60mg_inj
antimalarial_injectable
injection
V
1
2,023
2
0
0
0
0
0
not_applicable
not_applicable
0
22
34
0
35.2
0
0
0
1
1
0
5
1
0
1
1
0
1
40
district_hospital
FAC_0068
peri_urban
0
2
paper
1
0
1
1
ORS_sachet
diarrhoea
sachet
V
0.05
2,024
1
1
1
1
1
9
procurement_delay
poor_storage_conditions
0
2
13
1
21.3
1
0
0
0
0
0
0
0
0
0
0
0
0
41
district_hospital
FAC_0089
peri_urban
0
5
paper
1
0
0
0
zinc_20mg_tab
diarrhoea_paediatric
tablet
E
0.02
2,023
1
1
1
7
1
7
late_delivery_transport
quantification_error
1
6
30
0
27.9
0
0
0
1
0
0
0
0
0
0
0
0
0
42
district_hospital
FAC_0070
peri_urban
0
1
paper
1
0
0
0
paracetamol_500mg_tab
analgesic
tablet
E
0.01
2,023
3
0
1
12
3
29
quantification_error
LMIS_reporting_failure
0
1
22
0
60.5
1
0
0
0
0
0
0
0
0
0
1
0
1
43
district_hospital
FAC_0134
rural
0
5
paper
0
0
1
0
ibuprofen_200mg_tab
analgesic
tablet
N
0.02
2,023
1
0
0
0
0
0
not_applicable
not_applicable
0
16
3
1
37.3
0
0
0
1
1
0
0
0
0
0
1
0
0
44
district_hospital
FAC_0158
urban
0
2
paper
1
0
1
0
oxytocin_10IU_inj
maternal
injection
V
0.15
2,023
3
0
0
0
0
0
not_applicable
not_applicable
1
25
62
0
43
0
1
0
0
0
1
3
1
0
1
0
0
0
45
district_hospital
FAC_0152
urban
1
4
paper
1
0
1
0
magnesium_sulfate_inj
maternal
injection
V
0.5
2,022
4
1
1
15
1
38
funding_shortfall
demand_surge_epidemic
0
24
10
1
60.5
0
0
0
0
0
0
0
0
0
0
1
1
0
46
district_hospital
FAC_0039
urban
1
4
paper
1
0
0
0
ferrous_folic_acid_tab
maternal
tablet
E
0.01
2,023
2
0
0
0
0
0
not_applicable
not_applicable
1
1
27
1
46.3
0
0
0
0
0
1
7
0
0
0
1
1
1
47
district_hospital
FAC_0082
rural
0
3
paper
0
0
0
0
medroxyprogesterone_inj
family_planning
injection
E
0.9
2,024
2
1
0
0
0
0
not_applicable
not_applicable
1
2
10
0
53.7
0
0
0
1
0
1
0
0
0
0
1
1
0
48
district_hospital
FAC_0122
rural
0
2
paper
0
0
0
0
metformin_500mg_tab
NCD_diabetes
tablet
E
0.02
2,023
1
0
0
0
0
0
not_applicable
not_applicable
1
57
41
0
42.2
0
0
0
0
0
0
0
0
1
0
1
0
0
49
district_hospital
FAC_0045
peri_urban
0
2
paper
1
0
0
0
glibenclamide_5mg_tab
NCD_diabetes
tablet
E
0.01
2,024
4
1
1
15
1
15
procurement_delay
national_stockout_supplier
0
31
25
0
59.8
0
0
0
1
0
1
0
0
0
0
1
1
0
50
district_hospital
FAC_0069
urban
0
2
paper
1
0
0
0
amlodipine_5mg_tab
NCD_hypertension
tablet
E
0.02
2,024
2
0
1
11
6
2
national_stockout_supplier
quantification_error
0
14
33
0
37.5
1
0
0
0
0
0
10
0
0
1
1
0
0
51
district_hospital
FAC_0086
peri_urban
0
1
paper
1
0
0
0
hydrochlorothiazide_25mg
NCD_hypertension
tablet
E
0.01
2,023
2
1
1
6
2
25
demand_surge_epidemic
procurement_delay
1
43
31
1
31.2
0
0
0
0
0
0
0
0
0
0
1
1
0
52
district_hospital
FAC_0073
urban
0
2
paper
1
0
0
0
salbutamol_inhaler
NCD_respiratory
inhaler
E
1.5
2,022
4
1
1
26
3
11
LMIS_reporting_failure
procurement_delay
0
53
43
0
33.7
0
0
0
1
0
0
0
0
0
0
0
0
0
53
district_hospital
FAC_0127
peri_urban
0
3
paper
0
0
1
0
phenobarbital_30mg_tab
NCD_epilepsy
tablet
V
0.02
2,023
2
0
1
16
1
37
procurement_delay
expired_stock_wastage
0
2
33
0
28.5
0
0
0
0
0
0
7
1
1
0
1
0
0
54
district_hospital
FAC_0101
peri_urban
0
5
paper
0
0
0
0
diazepam_5mg_inj
emergency
injection
V
0.15
2,024
3
1
0
0
0
0
not_applicable
not_applicable
0
87
21
1
55
0
0
0
0
0
1
0
0
0
0
0
0
0
55
district_hospital
FAC_0042
rural
0
1
paper
1
0
0
0
sodium_valproate_200mg
NCD_epilepsy
tablet
E
0.05
2,021
2
1
0
0
0
0
not_applicable
not_applicable
1
44
40
1
31.4
0
0
0
0
1
0
0
0
0
0
0
0
0
56
district_hospital
FAC_0160
urban
1
6
paper
0
0
0
0
insulin_regular_10ml
NCD_diabetes
injection
V
4.5
2,022
1
0
1
84
3
28
national_stockout_supplier
national_stockout_supplier
1
59
43
1
40.9
0
0
0
0
0
0
15
0
0
1
1
0
1
57
district_hospital
FAC_0084
urban
0
3
paper
0
0
1
0
amoxicillin_500mg_cap
antibiotic
capsule
E
0.03
2,024
1
1
0
0
0
0
not_applicable
not_applicable
1
18
50
0
39.5
1
0
0
0
0
1
0
0
0
0
1
1
1
58
district_hospital
FAC_0199
peri_urban
0
4
paper
1
0
0
0
amoxicillin_125mg_susp
antibiotic_paediatric
suspension
E
0.8
2,023
1
0
0
0
0
0
not_applicable
not_applicable
1
15
3
0
65.3
0
0
0
1
1
1
0
0
0
0
1
0
1
59
district_hospital
FAC_0022
urban
0
4
paper
0
0
0
0
cotrimoxazole_480mg_tab
antibiotic
tablet
E
0.01
2,024
4
1
1
27
1
27
expired_stock_wastage
poor_storage_conditions
0
19
37
0
65.1
0
0
0
0
0
0
0
0
0
0
1
1
0
60
district_hospital
FAC_0017
peri_urban
0
3
paper
1
0
0
0
cotrimoxazole_240mg_susp
antibiotic_paediatric
suspension
E
0.55
2,022
3
0
1
1
1
9
procurement_delay
national_stockout_supplier
1
38
27
0
60.9
0
0
0
1
0
0
0
1
0
0
1
1
0
61
district_hospital
FAC_0029
peri_urban
0
3
paper
1
1
0
0
metronidazole_250mg_tab
antibiotic
tablet
E
0.02
2,021
3
1
0
0
0
0
not_applicable
not_applicable
0
4
11
0
70.4
0
0
0
1
1
1
0
0
0
0
1
1
1
62
district_hospital
FAC_0028
rural
0
1
paper
0
0
1
0
ciprofloxacin_500mg_tab
antibiotic
tablet
E
0.04
2,024
4
0
0
0
0
0
not_applicable
not_applicable
0
4
3
0
9.3
0
0
0
1
0
1
5
0
0
0
1
0
0
63
district_hospital
FAC_0005
urban
0
5
paper
0
0
0
0
gentamicin_40mg_inj
antibiotic_injectable
injection
V
0.2
2,022
2
0
0
0
0
0
not_applicable
not_applicable
1
2
20
1
41.9
0
0
0
1
0
0
7
0
0
0
1
0
0
64
district_hospital
FAC_0057
urban
0
1
paper
1
0
0
0
benzylpenicillin_inj
antibiotic_injectable
injection
V
0.25
2,023
1
1
1
25
2
12
procurement_delay
quantification_error
1
33
30
0
43.2
1
0
0
1
1
0
0
0
0
0
0
0
0
65
district_hospital
FAC_0065
rural
0
5
paper
1
0
1
0
ceftriaxone_1g_inj
antibiotic_injectable
injection
V
0.4
2,024
1
1
1
7
1
29
quantification_error
national_stockout_supplier
1
16
31
0
45.1
0
0
0
0
1
0
0
0
0
0
0
0
0
66
district_hospital
FAC_0033
peri_urban
0
3
paper
1
1
0
0
ACT_artemether_lumefantrine
antimalarial
tablet
V
0.45
2,023
2
1
0
0
0
0
not_applicable
not_applicable
1
2
37
0
43.5
0
0
0
0
1
0
0
0
0
0
1
1
0
67
district_hospital
FAC_0111
urban
0
4
paper
0
0
0
0
artesunate_60mg_inj
antimalarial_injectable
injection
V
1
2,023
1
0
1
36
1
36
procurement_delay
national_stockout_supplier
1
11
26
1
46.4
0
0
0
1
1
1
0
1
0
0
0
0
0
68
district_hospital
FAC_0009
peri_urban
0
7
paper
0
1
0
0
ORS_sachet
diarrhoea
sachet
V
0.05
2,021
3
0
1
13
3
7
quantification_error
national_stockout_supplier
1
3
35
1
55.9
0
0
0
1
1
0
1
1
0
1
1
0
0
69
district_hospital
FAC_0097
peri_urban
0
4
paper
1
0
0
0
zinc_20mg_tab
diarrhoea_paediatric
tablet
E
0.02
2,024
4
1
1
20
1
20
demand_surge_epidemic
national_stockout_supplier
0
16
38
1
38.9
0
0
0
1
0
0
0
0
0
0
1
1
1
70
district_hospital
FAC_0144
peri_urban
0
2
paper
1
0
0
0
paracetamol_500mg_tab
analgesic
tablet
E
0.01
2,022
4
1
1
10
2
5
national_stockout_supplier
expired_stock_wastage
1
34
7
0
28.9
0
0
0
1
0
0
0
0
0
0
1
1
0
71
district_hospital
FAC_0109
peri_urban
0
3
paper
1
0
0
0
ibuprofen_200mg_tab
analgesic
tablet
N
0.02
2,024
2
1
0
0
0
0
not_applicable
not_applicable
0
3
24
0
69.7
0
0
0
0
1
0
0
0
0
0
1
0
0
72
district_hospital
FAC_0120
rural
0
2
paper
1
0
0
0
oxytocin_10IU_inj
maternal
injection
V
0.15
2,023
3
1
1
51
1
51
poor_storage_conditions
funding_shortfall
1
19
44
0
34.1
0
1
1
0
1
1
0
0
0
0
0
0
0
73
district_hospital
FAC_0197
rural
0
3
paper
1
0
0
0
magnesium_sulfate_inj
maternal
injection
V
0.5
2,021
4
1
1
7
1
57
late_delivery_transport
theft_or_pilferage
1
3
37
1
56.9
0
1
0
0
0
0
0
0
0
0
1
0
1
74
district_hospital
FAC_0147
rural
0
2
paper
1
1
0
0
ferrous_folic_acid_tab
maternal
tablet
E
0.01
2,024
2
1
0
0
0
0
not_applicable
not_applicable
0
3
26
1
41.6
0
0
0
1
0
0
0
0
0
0
1
0
1
75
district_hospital
FAC_0114
urban
0
4
paper
1
0
0
0
medroxyprogesterone_inj
family_planning
injection
E
0.9
2,022
4
1
1
10
2
33
poor_storage_conditions
procurement_delay
1
1
24
0
96.5
1
0
0
0
0
1
0
0
0
0
1
0
0
76
district_hospital
FAC_0194
urban
0
6
paper
1
0
0
0
metformin_500mg_tab
NCD_diabetes
tablet
E
0.02
2,023
2
0
1
35
1
35
late_delivery_transport
national_stockout_supplier
0
2
27
0
78.9
0
0
0
1
0
0
4
0
0
0
1
0
0
77
district_hospital
FAC_0012
rural
0
3
paper
1
0
0
1
glibenclamide_5mg_tab
NCD_diabetes
tablet
E
0.01
2,023
3
0
1
65
4
35
national_stockout_supplier
procurement_delay
0
68
23
1
78.6
0
0
0
0
0
0
0
0
0
0
1
1
1
78
district_hospital
FAC_0156
urban
0
3
paper
1
0
0
0
amlodipine_5mg_tab
NCD_hypertension
tablet
E
0.02
2,024
1
1
1
15
1
15
poor_storage_conditions
late_delivery_transport
0
6
39
0
49.4
0
0
0
0
1
1
0
0
0
0
0
0
0
79
district_hospital
FAC_0132
peri_urban
0
2
paper
1
0
0
1
hydrochlorothiazide_25mg
NCD_hypertension
tablet
E
0.01
2,022
4
0
1
14
1
14
theft_or_pilferage
procurement_delay
0
94
19
0
24.5
0
0
0
1
0
0
8
1
1
0
1
0
0
80
district_hospital
FAC_0104
urban
0
3
paper
1
0
0
0
salbutamol_inhaler
NCD_respiratory
inhaler
E
1.5
2,024
2
1
0
0
0
0
not_applicable
not_applicable
1
16
42
1
73.3
0
0
0
0
0
1
0
0
0
0
1
1
0
81
district_hospital
FAC_0016
urban
0
6
paper
0
1
0
1
phenobarbital_30mg_tab
NCD_epilepsy
tablet
V
0.02
2,022
4
1
1
7
1
8
quantification_error
funding_shortfall
0
42
42
0
30.7
0
0
0
0
0
0
0
0
0
0
1
0
1
82
district_hospital
FAC_0021
rural
0
6
paper
1
0
0
0
diazepam_5mg_inj
emergency
injection
V
0.15
2,024
1
0
0
0
0
0
not_applicable
not_applicable
1
15
18
1
61.6
0
1
0
1
0
0
6
0
0
1
1
0
1
83
district_hospital
FAC_0142
rural
0
8
paper
0
0
0
0
sodium_valproate_200mg
NCD_epilepsy
tablet
E
0.05
2,022
3
0
1
6
2
10
late_delivery_transport
demand_surge_epidemic
0
2
14
0
67.4
0
0
0
1
0
0
5
0
0
1
0
0
0
84
district_hospital
FAC_0116
urban
0
3
paper
1
0
0
0
insulin_regular_10ml
NCD_diabetes
injection
V
4.5
2,024
4
0
0
0
0
0
not_applicable
not_applicable
1
29
26
1
65
0
0
0
0
0
0
7
1
1
0
0
0
0
85
district_hospital
FAC_0160
urban
0
2
paper
1
0
1
0
amoxicillin_500mg_cap
antibiotic
capsule
E
0.03
2,023
4
0
1
13
1
16
demand_surge_epidemic
national_stockout_supplier
1
66
29
1
65.4
0
0
0
1
1
0
5
0
1
0
0
0
0
86
district_hospital
FAC_0107
rural
0
2
paper
1
1
1
0
amoxicillin_125mg_susp
antibiotic_paediatric
suspension
E
0.8
2,024
1
1
0
0
0
0
not_applicable
not_applicable
0
78
41
0
57.2
0
0
0
1
1
1
0
0
0
0
0
0
0
87
district_hospital
FAC_0101
rural
0
4
paper
0
0
0
0
cotrimoxazole_480mg_tab
antibiotic
tablet
E
0.01
2,022
2
1
1
8
2
17
expired_stock_wastage
late_delivery_transport
0
9
52
1
37.5
0
0
0
0
0
1
0
0
0
0
0
0
0
88
district_hospital
FAC_0150
rural
0
1
paper
1
0
0
0
cotrimoxazole_240mg_susp
antibiotic_paediatric
suspension
E
0.55
2,022
4
1
1
1
1
22
procurement_delay
late_delivery_transport
1
86
33
0
68.1
0
0
0
1
1
0
0
0
0
0
0
0
0
89
district_hospital
FAC_0026
peri_urban
0
5
paper
1
0
0
0
metronidazole_250mg_tab
antibiotic
tablet
E
0.02
2,022
1
1
0
0
0
0
not_applicable
not_applicable
1
1
31
1
54.2
0
0
0
1
0
0
0
0
0
0
0
0
0
90
district_hospital
FAC_0191
rural
0
3
paper
1
0
0
0
ciprofloxacin_500mg_tab
antibiotic
tablet
E
0.04
2,024
2
1
0
0
0
0
not_applicable
not_applicable
0
1
13
1
49.5
0
0
0
1
1
1
0
0
0
0
1
1
0
91
district_hospital
FAC_0066
urban
0
1
paper
1
0
0
0
gentamicin_40mg_inj
antibiotic_injectable
injection
V
0.2
2,024
1
1
0
0
0
0
not_applicable
not_applicable
1
41
35
1
63.3
1
0
0
0
0
1
0
0
0
0
0
0
0
92
district_hospital
FAC_0079
rural
0
3
paper
1
0
1
0
benzylpenicillin_inj
antibiotic_injectable
injection
V
0.25
2,024
3
1
1
30
1
47
expired_stock_wastage
late_delivery_transport
1
32
14
1
77.9
0
0
0
1
1
1
0
0
0
0
1
0
1
93
district_hospital
FAC_0027
urban
0
5
paper
0
0
0
0
ceftriaxone_1g_inj
antibiotic_injectable
injection
V
0.4
2,022
4
1
1
10
3
26
procurement_delay
late_delivery_transport
1
45
13
1
46.9
0
1
0
0
0
0
0
0
0
0
0
0
0
94
district_hospital
FAC_0044
rural
0
1
paper
0
1
1
1
ACT_artemether_lumefantrine
antimalarial
tablet
V
0.45
2,023
3
1
0
0
0
0
not_applicable
not_applicable
0
34
40
0
59.2
0
0
0
1
0
1
0
0
0
0
0
0
0
95
district_hospital
FAC_0128
urban
0
2
paper
1
1
0
0
artesunate_60mg_inj
antimalarial_injectable
injection
V
1
2,024
3
0
0
0
0
0
not_applicable
not_applicable
1
60
44
1
66.3
0
0
0
0
0
0
3
1
1
0
0
0
0
96
district_hospital
FAC_0001
peri_urban
0
1
paper
1
0
0
0
ORS_sachet
diarrhoea
sachet
V
0.05
2,021
3
1
0
0
0
0
not_applicable
not_applicable
1
40
31
1
43.2
0
0
0
1
0
1
0
0
0
0
0
0
0
97
district_hospital
FAC_0006
rural
0
2
paper
1
0
0
0
zinc_20mg_tab
diarrhoea_paediatric
tablet
E
0.02
2,024
4
1
1
22
1
38
quantification_error
national_stockout_supplier
0
26
53
0
51
0
0
0
0
1
1
0
0
0
0
1
0
0
98
district_hospital
FAC_0164
peri_urban
0
8
paper
1
0
0
0
paracetamol_500mg_tab
analgesic
tablet
E
0.01
2,024
4
1
0
0
0
0
not_applicable
not_applicable
0
41
36
1
60.4
0
0
0
1
1
0
0
0
0
0
0
0
0
99
district_hospital
FAC_0001
rural
0
2
paper
1
0
0
0
ibuprofen_200mg_tab
analgesic
tablet
N
0.02
2,022
2
1
0
0
0
0
not_applicable
not_applicable
1
44
16
1
47.9
1
0
1
0
0
0
0
0
0
0
1
0
0
100
district_hospital
FAC_0004
urban
0
2
paper
0
0
0
0
oxytocin_10IU_inj
maternal
injection
V
0.15
2,021
2
0
1
1
1
3
national_stockout_supplier
national_stockout_supplier
0
3
16
0
57.3
0
0
0
1
1
1
1
0
0
0
0
0
0