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2026-08-12 23:12:09
2026-08-12 23:12:09
f0e665ed-8948-406a-b9bd-0d3d8f253335:0
MLI
Mali
2,022
bus_cur_opn
No
overall_owner_manager
AE
0.385473
0.082409
53
234
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-0d3d8f253335:1
MLI
Mali
2,022
bus_cur_opn
Yes
overall_owner_manager
AE
0.614527
0.082409
181
234
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-0d3d8f253335:2
MLI
Mali
2,022
bus_dig_rev
All
overall_owner_manager
AE
0.06249
0.056718
12
147
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-0d3d8f253335:3
MLI
Mali
2,022
bus_dig_rev
Between 0 and 25%
overall_owner_manager
AE
0.17782
0.089598
37
147
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-0d3d8f253335:4
MLI
Mali
2,022
bus_dig_rev
Between 25 and 50%
overall_owner_manager
AE
0.085018
0.065356
28
147
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-0d3d8f253335:5
MLI
Mali
2,022
bus_dig_rev
Between 50 and 75%
overall_owner_manager
AE
0.189777
0.091886
17
147
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-0d3d8f253335:6
MLI
Mali
2,022
bus_dig_rev
Between 75 and 100%
overall_owner_manager
AE
0.044433
0.048284
15
147
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-0d3d8f253335:7
MLI
Mali
2,022
bus_dig_rev
null
overall_owner_manager
AE
0.440462
0.11633
38
147
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-0d3d8f253335:8
MLI
Mali
2,022
bus_emp_btn
0 (Just me)
overall_owner_manager
AE
0.344369
0.072683
59
274
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-0d3d8f253335:9
MLI
Mali
2,022
bus_emp_btn
1
overall_owner_manager
AE
0.088983
0.043552
29
274
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-0d3d8f253335:10
MLI
Mali
2,022
bus_emp_btn
100 to 250
overall_owner_manager
AE
0.028553
0.025475
10
274
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-0d3d8f253335:11
MLI
Mali
2,022
bus_emp_btn
10 to 49
overall_owner_manager
AE
0.154419
0.055273
45
274
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-0d3d8f253335:12
MLI
Mali
2,022
bus_emp_btn
2 to 4
overall_owner_manager
AE
0.262779
0.067326
69
274
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-0d3d8f253335:13
MLI
Mali
2,022
bus_emp_btn
50 to 99
overall_owner_manager
AE
0.010853
0.015849
9
274
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-0d3d8f253335:14
MLI
Mali
2,022
bus_emp_btn
5 to 9
overall_owner_manager
AE
0.110044
0.047869
53
274
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-0d3d8f253335:15
MLI
Mali
2,022
bus_emp_chn
Decreased
overall_owner_manager
AE
0.239507
0.073766
35
223
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-0d3d8f253335:16
MLI
Mali
2,022
bus_emp_chn
Don’t know
overall_owner_manager
AE
0.20941
0.070327
38
223
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-0d3d8f253335:17
MLI
Mali
2,022
bus_emp_chn
Increased
overall_owner_manager
AE
0.141937
0.060319
58
223
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-0d3d8f253335:18
MLI
Mali
2,022
bus_emp_chn
Stayed the same
overall_owner_manager
AE
0.409146
0.084982
92
223
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-0d3d8f253335:19
MLI
Mali
2,022
bus_emp_pln
Don't know
overall_owner_manager
AE
0.452006
0.087544
65
211
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-0d3d8f253335:20
MLI
Mali
2,022
bus_emp_pln
We do not plan to change the number of employees
overall_owner_manager
AE
0.124731
0.05812
50
211
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-0d3d8f253335:21
MLI
Mali
2,022
bus_emp_pln
We plan to hire more employees
overall_owner_manager
AE
0.296055
0.080301
77
211
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-0d3d8f253335:22
MLI
Mali
2,022
bus_emp_pln
We plan to reduce the number of employees
overall_owner_manager
AE
0.127208
0.058611
19
211
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-0d3d8f253335:23
MLI
Mali
2,022
bus_fut_chl_cash_flow
Checked
overall_owner_manager
AE
0.251991
0.09369
46
168
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-0d3d8f253335:24
MLI
Mali
2,022
bus_fut_chl_cash_flow
Unchecked
overall_owner_manager
AE
0.748009
0.09369
122
168
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-0d3d8f253335:25
MLI
Mali
2,022
bus_fut_chl_finding_supplies
Checked
overall_owner_manager
AE
0.079442
0.058358
27
168
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-0d3d8f253335:26
MLI
Mali
2,022
bus_fut_chl_finding_supplies
Unchecked
overall_owner_manager
AE
0.920558
0.058358
141
168
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-0d3d8f253335:27
MLI
Mali
2,022
bus_fut_chl_getting_new_investors
Checked
overall_owner_manager
AE
0.12241
0.07073
36
168
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-0d3d8f253335:28
MLI
Mali
2,022
bus_fut_chl_getting_new_investors
Unchecked
overall_owner_manager
AE
0.87759
0.07073
132
168
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-0d3d8f253335:29
MLI
Mali
2,022
bus_fut_chl_getting_or_repaying_loans
Checked
overall_owner_manager
AE
0.054131
0.04883
19
168
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-0d3d8f253335:30
MLI
Mali
2,022
bus_fut_chl_getting_or_repaying_loans
Unchecked
overall_owner_manager
AE
0.945869
0.04883
149
168
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-0d3d8f253335:31
MLI
Mali
2,022
bus_fut_chl_government_or_health_authority_orders
Checked
overall_owner_manager
AE
0.195044
0.085507
13
168
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-0d3d8f253335:32
MLI
Mali
2,022
bus_fut_chl_government_or_health_authority_orders
Unchecked
overall_owner_manager
AE
0.804956
0.085507
155
168
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-0d3d8f253335:33
MLI
Mali
2,022
bus_fut_chl_inventory
Checked
overall_owner_manager
AE
0.04501
0.044741
12
168
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-0d3d8f253335:34
MLI
Mali
2,022
bus_fut_chl_inventory
Unchecked
overall_owner_manager
AE
0.95499
0.044741
156
168
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-0d3d8f253335:35
MLI
Mali
2,022
bus_fut_chl_lack_of_demand_no_customers
Checked
overall_owner_manager
AE
0.28756
0.097676
38
168
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-0d3d8f253335:36
MLI
Mali
2,022
bus_fut_chl_lack_of_demand_no_customers
Unchecked
overall_owner_manager
AE
0.71244
0.097676
130
168
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-0d3d8f253335:37
MLI
Mali
2,022
bus_fut_chl_lack_of_workers
Checked
overall_owner_manager
AE
0.027317
0.035176
15
168
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-0d3d8f253335:38
MLI
Mali
2,022
bus_fut_chl_lack_of_workers
Unchecked
overall_owner_manager
AE
0.972683
0.035176
153
168
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-0d3d8f253335:39
MLI
Mali
2,022
bus_fut_chl_logistics_e_g_shipping_delivering_services_or_goods
Checked
overall_owner_manager
AE
0.08145
0.059026
27
168
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-0d3d8f253335:40
MLI
Mali
2,022
bus_fut_chl_logistics_e_g_shipping_delivering_services_or_goods
Unchecked
overall_owner_manager
AE
0.91855
0.059026
141
168
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-0d3d8f253335:41
MLI
Mali
2,022
bus_fut_chl_no_challenges
Checked
overall_owner_manager
AE
0.188883
0.084467
32
168
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-0d3d8f253335:42
MLI
Mali
2,022
bus_fut_chl_no_challenges
Unchecked
overall_owner_manager
AE
0.811117
0.084467
136
168
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-0d3d8f253335:43
MLI
Mali
2,022
bus_fut_chl_other_please_specify
Checked
overall_owner_manager
AE
0.126645
0.071769
9
168
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-0d3d8f253335:44
MLI
Mali
2,022
bus_fut_chl_other_please_specify
Unchecked
overall_owner_manager
AE
0.873355
0.071769
159
168
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-0d3d8f253335:45
MLI
Mali
2,022
bus_fut_chl_surplus_office_commercial_space
Checked
overall_owner_manager
AE
0.041895
0.043235
11
168
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-0d3d8f253335:46
MLI
Mali
2,022
bus_fut_chl_surplus_office_commercial_space
Unchecked
overall_owner_manager
AE
0.958105
0.043235
157
168
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-0d3d8f253335:47
MLI
Mali
2,022
bus_rol
Both own and manage a business
overall_owner_manager
AE
0.321513
0.071443
113
274
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-0d3d8f253335:48
MLI
Mali
2,022
bus_rol
Manage a business
overall_owner_manager
AE
0.237503
0.065094
51
274
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-0d3d8f253335:49
MLI
Mali
2,022
bus_rol
Own a business
overall_owner_manager
AE
0.440985
0.075947
110
274
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-0d3d8f253335:50
MLI
Mali
2,022
bus_sls_dif
Don’t know
overall_owner_manager
AE
0.162671
0.072578
25
184
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-0d3d8f253335:51
MLI
Mali
2,022
bus_sls_dif
Higher than last year
overall_owner_manager
AE
0.183275
0.076084
55
184
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-0d3d8f253335:52
MLI
Mali
2,022
bus_sls_dif
Lower than last year
overall_owner_manager
AE
0.334817
0.092806
50
184
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-0d3d8f253335:53
MLI
Mali
2,022
bus_sls_dif
Same as last year
overall_owner_manager
AE
0.281515
0.088443
37
184
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-0d3d8f253335:54
MLI
Mali
2,022
bus_sls_dif
This business was not in operation last year
overall_owner_manager
AE
0.037722
0.037467
17
184
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-0d3d8f253335:55
MLI
Mali
2,022
bus_srv
12 months or more
overall_owner_manager
AE
0.126573
0.073358
51
162
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-0d3d8f253335:56
MLI
Mali
2,022
bus_srv
At least 6 months but less than 12 months
overall_owner_manager
AE
0.098203
0.065657
27
162
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-0d3d8f253335:57
MLI
Mali
2,022
bus_srv
Less than 6 months
overall_owner_manager
AE
0.240614
0.094309
21
162
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-0d3d8f253335:58
MLI
Mali
2,022
bus_srv
Not sure
overall_owner_manager
AE
0.53461
0.11005
63
162
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-0d3d8f253335:59
MLI
Mali
2,022
chl_fin_bills_or_accounts_payable
Checked
overall_owner_manager
AE
0.146612
0.080322
27
154
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-0d3d8f253335:60
MLI
Mali
2,022
chl_fin_bills_or_accounts_payable
Unchecked
overall_owner_manager
AE
0.853388
0.080322
127
154
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-0d3d8f253335:61
MLI
Mali
2,022
chl_fin_debt_or_loans
Checked
overall_owner_manager
AE
0.320375
0.105959
24
154
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-0d3d8f253335:62
MLI
Mali
2,022
chl_fin_debt_or_loans
Unchecked
overall_owner_manager
AE
0.679625
0.105959
130
154
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-0d3d8f253335:63
MLI
Mali
2,022
chl_fin_none_of_the_above
Checked
overall_owner_manager
AE
0.304594
0.104509
71
154
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-0d3d8f253335:64
MLI
Mali
2,022
chl_fin_none_of_the_above
Unchecked
overall_owner_manager
AE
0.695406
0.104509
83
154
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-0d3d8f253335:65
MLI
Mali
2,022
chl_fin_rent_or_lease
Checked
overall_owner_manager
AE
0.415982
0.111924
36
154
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-0d3d8f253335:66
MLI
Mali
2,022
chl_fin_rent_or_lease
Unchecked
overall_owner_manager
AE
0.584018
0.111924
118
154
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-0d3d8f253335:67
MLI
Mali
2,022
chl_fin_taxes
Checked
overall_owner_manager
AE
0.255525
0.099041
22
154
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-0d3d8f253335:68
MLI
Mali
2,022
chl_fin_taxes
Unchecked
overall_owner_manager
AE
0.744475
0.099041
132
154
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-0d3d8f253335:69
MLI
Mali
2,022
chl_fin_worker_salaries_wages_and_benefits
Checked
overall_owner_manager
AE
0.17013
0.085324
36
154
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-0d3d8f253335:70
MLI
Mali
2,022
chl_fin_worker_salaries_wages_and_benefits
Unchecked
overall_owner_manager
AE
0.82987
0.085324
118
154
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-0d3d8f253335:71
MLI
Mali
2,022
dem_age
20 to 29
overall_owner_manager
AE
0.492275
0.072164
99
262
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-0d3d8f253335:72
MLI
Mali
2,022
dem_age
30 to 39
overall_owner_manager
AE
0.270785
0.064142
101
262
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-0d3d8f253335:73
MLI
Mali
2,022
dem_age
40 to 49
overall_owner_manager
AE
0.136209
0.049512
36
262
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-0d3d8f253335:74
MLI
Mali
2,022
dem_age
50 to 59
overall_owner_manager
AE
0.056728
0.03339
14
262
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-0d3d8f253335:75
MLI
Mali
2,022
dem_age
60 to 69
overall_owner_manager
AE
0.010032
0.014385
3
262
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-0d3d8f253335:76
MLI
Mali
2,022
dem_age
Less than 20
overall_owner_manager
AE
0.03397
0.026149
9
262
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-0d3d8f253335:77
MLI
Mali
2,022
dgt_use_advertising
Checked
overall_owner_manager
AE
0.24932
0.109945
53
129
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-0d3d8f253335:78
MLI
Mali
2,022
dgt_use_advertising
Unchecked
overall_owner_manager
AE
0.75068
0.109945
76
129
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-0d3d8f253335:79
MLI
Mali
2,022
dgt_use_analyzing_or_researching_to_answer_business_questions
Checked
overall_owner_manager
AE
0.189062
0.09951
21
129
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-0d3d8f253335:80
MLI
Mali
2,022
dgt_use_analyzing_or_researching_to_answer_business_questions
Unchecked
overall_owner_manager
AE
0.810938
0.09951
108
129
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-0d3d8f253335:81
MLI
Mali
2,022
dgt_use_communicating_directly_with_customers
Checked
overall_owner_manager
AE
0.400305
0.124517
50
129
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-0d3d8f253335:82
MLI
Mali
2,022
dgt_use_communicating_directly_with_customers
Unchecked
overall_owner_manager
AE
0.599695
0.124517
79
129
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-0d3d8f253335:83
MLI
Mali
2,022
dgt_use_complying_with_legal_and_regulatory_requirements
Checked
overall_owner_manager
AE
0.142187
0.088756
16
129
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-0d3d8f253335:84
MLI
Mali
2,022
dgt_use_complying_with_legal_and_regulatory_requirements
Unchecked
overall_owner_manager
AE
0.857813
0.088756
113
129
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-0d3d8f253335:85
MLI
Mali
2,022
dgt_use_coordinating_or_collaborating_between_employees
Checked
overall_owner_manager
AE
0.193404
0.100376
24
129
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-0d3d8f253335:86
MLI
Mali
2,022
dgt_use_coordinating_or_collaborating_between_employees
Unchecked
overall_owner_manager
AE
0.806596
0.100376
105
129
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-0d3d8f253335:87
MLI
Mali
2,022
dgt_use_hiring
Checked
overall_owner_manager
AE
0.127224
0.084685
21
129
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-0d3d8f253335:88
MLI
Mali
2,022
dgt_use_hiring
Unchecked
overall_owner_manager
AE
0.872776
0.084685
108
129
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-0d3d8f253335:89
MLI
Mali
2,022
dgt_use_implementing_digital_security_and_consumer_protection_features
Checked
overall_owner_manager
AE
0.114027
0.080776
13
129
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-0d3d8f253335:90
MLI
Mali
2,022
dgt_use_implementing_digital_security_and_consumer_protection_features
Unchecked
overall_owner_manager
AE
0.885973
0.080776
116
129
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-0d3d8f253335:91
MLI
Mali
2,022
dgt_use_none_of_the_above
Checked
overall_owner_manager
AE
0.433907
0.125954
38
129
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-0d3d8f253335:92
MLI
Mali
2,022
dgt_use_none_of_the_above
Unchecked
overall_owner_manager
AE
0.566093
0.125954
91
129
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-0d3d8f253335:93
MLI
Mali
2,022
dgt_use_selling_goods_and_services
Checked
overall_owner_manager
AE
0.234574
0.107686
51
129
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-0d3d8f253335:94
MLI
Mali
2,022
dgt_use_selling_goods_and_services
Unchecked
overall_owner_manager
AE
0.765426
0.107686
78
129
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-0d3d8f253335:95
MLI
Mali
2,022
dig_use_access_to_digital_solutions_and_business_intelligence_services
Checked
overall_owner_manager
AE
0.141881
0.089267
15
113
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-0d3d8f253335:96
MLI
Mali
2,022
dig_use_access_to_digital_solutions_and_business_intelligence_services
Unchecked
overall_owner_manager
AE
0.858119
0.089267
98
113
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-0d3d8f253335:97
MLI
Mali
2,022
dig_use_increase_in_customer_or_supplier_base
Checked
overall_owner_manager
AE
0.176127
0.097454
34
113
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-0d3d8f253335:98
MLI
Mali
2,022
dig_use_increase_in_customer_or_supplier_base
Unchecked
overall_owner_manager
AE
0.823873
0.097454
79
113
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-0d3d8f253335:99
MLI
Mali
2,022
dig_use_increase_in_employment
Checked
overall_owner_manager
AE
0.061805
0.061605
9
113
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