source_record_id
stringlengths
38
41
country_iso3
stringclasses
1 value
country_name
stringclasses
1 value
year
int64
2.02k
2.02k
variable
stringclasses
111 values
value
stringclasses
131 values
pop
stringclasses
1 value
country_iso2
stringclasses
30 values
mean_w
float64
0
1
se_w
float64
0
0.25
count
int64
1
5.13k
question_n
int64
75
5.2k
source_period_start_year
int64
2.02k
2.02k
source_period_end_year
int64
2.02k
2.02k
source_period_label
stringdate
2022-01-01 00:00:00
2022-01-01 00:00:00
source_provider
stringclasses
1 value
source_dataset
stringclasses
1 value
source_resource
stringclasses
1 value
source_package_id
stringclasses
1 value
source_resource_id
stringclasses
1 value
source_url
stringclasses
1 value
license_id
stringclasses
1 value
retrieved_at
stringdate
2026-08-12 23:12:09
2026-08-12 23:12:09
f0e665ed-8948-406a-b9bd-0d3d8f253335:8500
MLI
Mali
2,022
bus_dig_rev
null
overall_owner_manager
ZA
0.278519
0.054643
74
272
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8501
MLI
Mali
2,022
bus_emp_btn
0 (Just me)
overall_owner_manager
ZA
0.205969
0.041323
126
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8502
MLI
Mali
2,022
bus_emp_btn
1
overall_owner_manager
ZA
0.11232
0.032265
54
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8503
MLI
Mali
2,022
bus_emp_btn
100 to 250
overall_owner_manager
ZA
0.05124
0.02253
16
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8504
MLI
Mali
2,022
bus_emp_btn
10 to 49
overall_owner_manager
ZA
0.19289
0.040317
78
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8505
MLI
Mali
2,022
bus_emp_btn
2 to 4
overall_owner_manager
ZA
0.2133
0.041857
115
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8506
MLI
Mali
2,022
bus_emp_btn
50 to 99
overall_owner_manager
ZA
0.03335
0.018346
18
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8507
MLI
Mali
2,022
bus_emp_btn
5 to 9
overall_owner_manager
ZA
0.190931
0.040161
63
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8508
MLI
Mali
2,022
bus_emp_chn
Decreased
overall_owner_manager
ZA
0.077523
0.030016
33
390
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8509
MLI
Mali
2,022
bus_emp_chn
Don’t know
overall_owner_manager
ZA
0.227273
0.047037
79
390
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8510
MLI
Mali
2,022
bus_emp_chn
Increased
overall_owner_manager
ZA
0.296148
0.051245
112
390
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8511
MLI
Mali
2,022
bus_emp_chn
Stayed the same
overall_owner_manager
ZA
0.399056
0.054965
166
390
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8512
MLI
Mali
2,022
bus_emp_chn_inc
0-10%
overall_owner_manager
ZA
0.331378
0.110867
24
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8513
MLI
Mali
2,022
bus_emp_chn_inc
100% or more (meaning double the number of employees)
overall_owner_manager
ZA
0.014378
0.028039
4
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8514
MLI
Mali
2,022
bus_emp_chn_inc
10-20%
overall_owner_manager
ZA
0.146555
0.083299
23
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8515
MLI
Mali
2,022
bus_emp_chn_inc
20-30%
overall_owner_manager
ZA
0.068783
0.05961
11
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8516
MLI
Mali
2,022
bus_emp_chn_inc
30-40%
overall_owner_manager
ZA
0.0676
0.059132
10
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8517
MLI
Mali
2,022
bus_emp_chn_inc
40-50%
overall_owner_manager
ZA
0.027474
0.0385
5
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8518
MLI
Mali
2,022
bus_emp_chn_inc
50-60%
overall_owner_manager
ZA
0.230859
0.099249
11
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8519
MLI
Mali
2,022
bus_emp_chn_inc
60-70%
overall_owner_manager
ZA
0.017675
0.031035
6
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8520
MLI
Mali
2,022
bus_emp_chn_inc
70-80%
overall_owner_manager
ZA
0.001608
0.009438
1
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8521
MLI
Mali
2,022
bus_emp_chn_inc
80-90%
overall_owner_manager
ZA
0.018666
0.031878
3
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8522
MLI
Mali
2,022
bus_emp_chn_inc
90-100%
overall_owner_manager
ZA
0.063235
0.057325
4
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8523
MLI
Mali
2,022
bus_emp_chn_inc
Don't know
overall_owner_manager
ZA
0.011788
0.025422
3
105
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8524
MLI
Mali
2,022
bus_emp_pln
Don't know
overall_owner_manager
ZA
0.238333
0.04974
91
366
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8525
MLI
Mali
2,022
bus_emp_pln
We do not plan to change the number of employees
overall_owner_manager
ZA
0.189973
0.045796
90
366
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8526
MLI
Mali
2,022
bus_emp_pln
We plan to hire more employees
overall_owner_manager
ZA
0.471484
0.058276
165
366
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8527
MLI
Mali
2,022
bus_emp_pln
We plan to reduce the number of employees
overall_owner_manager
ZA
0.10021
0.035056
20
366
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8528
MLI
Mali
2,022
bus_fut_chl_cash_flow
Checked
overall_owner_manager
ZA
0.371061
0.055456
93
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8529
MLI
Mali
2,022
bus_fut_chl_cash_flow
Unchecked
overall_owner_manager
ZA
0.628939
0.055456
230
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8530
MLI
Mali
2,022
bus_fut_chl_finding_supplies
Checked
overall_owner_manager
ZA
0.243911
0.049297
65
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8531
MLI
Mali
2,022
bus_fut_chl_finding_supplies
Unchecked
overall_owner_manager
ZA
0.756089
0.049297
258
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8532
MLI
Mali
2,022
bus_fut_chl_getting_new_investors
Checked
overall_owner_manager
ZA
0.298947
0.052552
81
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8533
MLI
Mali
2,022
bus_fut_chl_getting_new_investors
Unchecked
overall_owner_manager
ZA
0.701053
0.052552
242
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8534
MLI
Mali
2,022
bus_fut_chl_getting_or_repaying_loans
Checked
overall_owner_manager
ZA
0.126902
0.038211
33
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8535
MLI
Mali
2,022
bus_fut_chl_getting_or_repaying_loans
Unchecked
overall_owner_manager
ZA
0.873098
0.038211
290
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8536
MLI
Mali
2,022
bus_fut_chl_government_or_health_authority_orders
Checked
overall_owner_manager
ZA
0.23069
0.04836
44
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8537
MLI
Mali
2,022
bus_fut_chl_government_or_health_authority_orders
Unchecked
overall_owner_manager
ZA
0.76931
0.04836
279
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8538
MLI
Mali
2,022
bus_fut_chl_inventory
Checked
overall_owner_manager
ZA
0.132166
0.038877
27
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8539
MLI
Mali
2,022
bus_fut_chl_inventory
Unchecked
overall_owner_manager
ZA
0.867834
0.038877
296
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8540
MLI
Mali
2,022
bus_fut_chl_lack_of_demand_no_customers
Checked
overall_owner_manager
ZA
0.225185
0.04795
64
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8541
MLI
Mali
2,022
bus_fut_chl_lack_of_demand_no_customers
Unchecked
overall_owner_manager
ZA
0.774815
0.04795
259
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8542
MLI
Mali
2,022
bus_fut_chl_lack_of_workers
Checked
overall_owner_manager
ZA
0.12111
0.037452
35
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8543
MLI
Mali
2,022
bus_fut_chl_lack_of_workers
Unchecked
overall_owner_manager
ZA
0.87889
0.037452
288
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8544
MLI
Mali
2,022
bus_fut_chl_logistics_e_g_shipping_delivering_services_or_goods
Checked
overall_owner_manager
ZA
0.197452
0.045697
45
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8545
MLI
Mali
2,022
bus_fut_chl_logistics_e_g_shipping_delivering_services_or_goods
Unchecked
overall_owner_manager
ZA
0.802548
0.045697
278
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8546
MLI
Mali
2,022
bus_fut_chl_no_challenges
Checked
overall_owner_manager
ZA
0.194035
0.045396
57
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8547
MLI
Mali
2,022
bus_fut_chl_no_challenges
Unchecked
overall_owner_manager
ZA
0.805965
0.045396
266
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8548
MLI
Mali
2,022
bus_fut_chl_other_please_specify
Checked
overall_owner_manager
ZA
0.089552
0.032778
30
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8549
MLI
Mali
2,022
bus_fut_chl_other_please_specify
Unchecked
overall_owner_manager
ZA
0.910448
0.032778
293
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8550
MLI
Mali
2,022
bus_fut_chl_surplus_office_commercial_space
Checked
overall_owner_manager
ZA
0.124974
0.037961
27
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8551
MLI
Mali
2,022
bus_fut_chl_surplus_office_commercial_space
Unchecked
overall_owner_manager
ZA
0.875026
0.037961
296
323
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8552
MLI
Mali
2,022
bus_rol
Both own and manage a business
overall_owner_manager
ZA
0.287892
0.046266
139
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8553
MLI
Mali
2,022
bus_rol
Manage a business
overall_owner_manager
ZA
0.137079
0.035143
67
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8554
MLI
Mali
2,022
bus_rol
Own a business
overall_owner_manager
ZA
0.57503
0.050512
264
470
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8555
MLI
Mali
2,022
bus_sls_dif
Don’t know
overall_owner_manager
ZA
0.065742
0.028165
34
332
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8556
MLI
Mali
2,022
bus_sls_dif
Higher than last year
overall_owner_manager
ZA
0.41269
0.05595
115
332
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8557
MLI
Mali
2,022
bus_sls_dif
Lower than last year
overall_owner_manager
ZA
0.203631
0.045765
67
332
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8558
MLI
Mali
2,022
bus_sls_dif
Same as last year
overall_owner_manager
ZA
0.153201
0.040934
60
332
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8559
MLI
Mali
2,022
bus_sls_dif
This business was not in operation last year
overall_owner_manager
ZA
0.164736
0.042156
56
332
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8560
MLI
Mali
2,022
bus_sls_hig
100% or more (meaning double the sales or more)
overall_owner_manager
ZA
0.031479
0.039689
7
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8561
MLI
Mali
2,022
bus_sls_hig
Between 0 and 10%
overall_owner_manager
ZA
0.065864
0.056381
8
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8562
MLI
Mali
2,022
bus_sls_hig
Between 10 and 20%
overall_owner_manager
ZA
0.147046
0.0805
10
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8563
MLI
Mali
2,022
bus_sls_hig
Between 20 and 30%
overall_owner_manager
ZA
0.04478
0.047011
7
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8564
MLI
Mali
2,022
bus_sls_hig
Between 30 and 40%
overall_owner_manager
ZA
0.02935
0.038365
5
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8565
MLI
Mali
2,022
bus_sls_hig
Between 40 and 50%
overall_owner_manager
ZA
0.09788
0.067544
9
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8566
MLI
Mali
2,022
bus_sls_hig
Between 50 and 60%
overall_owner_manager
ZA
0.191524
0.089444
15
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8567
MLI
Mali
2,022
bus_sls_hig
Between 60 and 70%
overall_owner_manager
ZA
0.080168
0.061725
12
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8568
MLI
Mali
2,022
bus_sls_hig
Between 70 and 80%
overall_owner_manager
ZA
0.058244
0.053236
11
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8569
MLI
Mali
2,022
bus_sls_hig
Between 80 and 90%
overall_owner_manager
ZA
0.028148
0.037595
8
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8570
MLI
Mali
2,022
bus_sls_hig
Between 90 and 100%
overall_owner_manager
ZA
0.225517
0.094995
12
104
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8571
MLI
Mali
2,022
bus_srv
12 months or more
overall_owner_manager
ZA
0.457916
0.060634
120
292
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8572
MLI
Mali
2,022
bus_srv
At least 6 months but less than 12 months
overall_owner_manager
ZA
0.226572
0.050945
53
292
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8573
MLI
Mali
2,022
bus_srv
Less than 6 months
overall_owner_manager
ZA
0.083305
0.033631
38
292
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8574
MLI
Mali
2,022
bus_srv
Not sure
overall_owner_manager
ZA
0.232207
0.051386
81
292
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8575
MLI
Mali
2,022
chl_fin_bills_or_accounts_payable
Checked
overall_owner_manager
ZA
0.20898
0.049522
60
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8576
MLI
Mali
2,022
chl_fin_bills_or_accounts_payable
Unchecked
overall_owner_manager
ZA
0.79102
0.049522
229
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8577
MLI
Mali
2,022
chl_fin_debt_or_loans
Checked
overall_owner_manager
ZA
0.187411
0.047532
41
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8578
MLI
Mali
2,022
chl_fin_debt_or_loans
Unchecked
overall_owner_manager
ZA
0.812589
0.047532
248
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8579
MLI
Mali
2,022
chl_fin_none_of_the_above
Checked
overall_owner_manager
ZA
0.362761
0.058562
129
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8580
MLI
Mali
2,022
chl_fin_none_of_the_above
Unchecked
overall_owner_manager
ZA
0.637239
0.058562
160
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8581
MLI
Mali
2,022
chl_fin_rent_or_lease
Checked
overall_owner_manager
ZA
0.232499
0.051452
48
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8582
MLI
Mali
2,022
chl_fin_rent_or_lease
Unchecked
overall_owner_manager
ZA
0.767501
0.051452
241
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8583
MLI
Mali
2,022
chl_fin_taxes
Checked
overall_owner_manager
ZA
0.209371
0.049556
47
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8584
MLI
Mali
2,022
chl_fin_taxes
Unchecked
overall_owner_manager
ZA
0.790629
0.049556
242
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8585
MLI
Mali
2,022
chl_fin_worker_salaries_wages_and_benefits
Checked
overall_owner_manager
ZA
0.22768
0.051076
63
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8586
MLI
Mali
2,022
chl_fin_worker_salaries_wages_and_benefits
Unchecked
overall_owner_manager
ZA
0.77232
0.051076
226
289
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8587
MLI
Mali
2,022
dem_age
20 to 29
overall_owner_manager
ZA
0.294169
0.046639
129
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8588
MLI
Mali
2,022
dem_age
30 to 39
overall_owner_manager
ZA
0.239469
0.04368
87
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8589
MLI
Mali
2,022
dem_age
40 to 49
overall_owner_manager
ZA
0.115969
0.032772
47
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8590
MLI
Mali
2,022
dem_age
50 to 59
overall_owner_manager
ZA
0.059686
0.024248
17
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8591
MLI
Mali
2,022
dem_age
60 to 69
overall_owner_manager
ZA
0.051515
0.022625
5
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8592
MLI
Mali
2,022
dem_age
70 or older
overall_owner_manager
ZA
0.000998
0.003233
1
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8593
MLI
Mali
2,022
dem_age
Less than 20
overall_owner_manager
ZA
0.238193
0.0436
140
426
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8594
MLI
Mali
2,022
dgt_use_advertising
Checked
overall_owner_manager
ZA
0.342463
0.063755
95
242
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8595
MLI
Mali
2,022
dgt_use_advertising
Unchecked
overall_owner_manager
ZA
0.657537
0.063755
147
242
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8596
MLI
Mali
2,022
dgt_use_analyzing_or_researching_to_answer_business_questions
Checked
overall_owner_manager
ZA
0.328381
0.063096
39
242
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8597
MLI
Mali
2,022
dgt_use_analyzing_or_researching_to_answer_business_questions
Unchecked
overall_owner_manager
ZA
0.671619
0.063096
203
242
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8598
MLI
Mali
2,022
dgt_use_communicating_directly_with_customers
Checked
overall_owner_manager
ZA
0.389742
0.065523
85
242
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8599
MLI
Mali
2,022
dgt_use_communicating_directly_with_customers
Unchecked
overall_owner_manager
ZA
0.610258
0.065523
157
242
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z