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75
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2022-01-01 00:00:00
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2026-08-12 23:12:09
2026-08-12 23:12:09
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:200
MLI
Mali
2,022
phys_chl_a_lack_of_employees_willing_to_work_in_person
Unchecked
overall_owner_manager
AR
0.830041
0.044148
297
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:201
MLI
Mali
2,022
phys_chl_a_lack_of_in_person_customers_returning_to_your_business
Checked
overall_owner_manager
AR
0.2053
0.047477
85
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:202
MLI
Mali
2,022
phys_chl_a_lack_of_in_person_customers_returning_to_your_business
Unchecked
overall_owner_manager
AR
0.7947
0.047477
269
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:203
MLI
Mali
2,022
phys_chl_a_lack_of_vaccinated_workers
Checked
overall_owner_manager
AR
0.095084
0.034478
22
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:204
MLI
Mali
2,022
phys_chl_a_lack_of_vaccinated_workers
Unchecked
overall_owner_manager
AR
0.904916
0.034478
332
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:205
MLI
Mali
2,022
phys_chl_concerns_to_comply_health_and_safety_guidelines_covid_19
Checked
overall_owner_manager
AR
0.179151
0.045074
62
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:206
MLI
Mali
2,022
phys_chl_concerns_to_comply_health_and_safety_guidelines_covid_19
Unchecked
overall_owner_manager
AR
0.820849
0.045074
292
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:207
MLI
Mali
2,022
phys_chl_confusion_health_safety_guidelines_covid_19
Checked
overall_owner_manager
AR
0.147805
0.041716
56
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:208
MLI
Mali
2,022
phys_chl_confusion_health_safety_guidelines_covid_19
Unchecked
overall_owner_manager
AR
0.852195
0.041716
298
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:209
MLI
Mali
2,022
phys_chl_inability_compensation_workers
Checked
overall_owner_manager
AR
0.181583
0.045312
81
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:210
MLI
Mali
2,022
phys_chl_inability_compensation_workers
Unchecked
overall_owner_manager
AR
0.818417
0.045312
273
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:211
MLI
Mali
2,022
phys_chl_no_challenges
Checked
overall_owner_manager
AR
0.37959
0.057041
131
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:212
MLI
Mali
2,022
phys_chl_no_challenges
Unchecked
overall_owner_manager
AR
0.62041
0.057041
223
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:213
MLI
Mali
2,022
phys_chl_surplus_office_commercial_space
Checked
overall_owner_manager
AR
0.042882
0.023813
11
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:214
MLI
Mali
2,022
phys_chl_surplus_office_commercial_space
Unchecked
overall_owner_manager
AR
0.957118
0.023813
343
354
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:215
MLI
Mali
2,022
phys_hyb
I think it is necessary currently and will continue to be necessary in the future
overall_owner_manager
AR
0.277039
0.05884
101
306
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:216
MLI
Mali
2,022
phys_hyb
I think it is necessary currently, but will not be necessary in the future
overall_owner_manager
AR
0.112596
0.041559
18
306
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:217
MLI
Mali
2,022
phys_hyb
I think it is neither unnecessary currently, nor will it be necessary in the future
overall_owner_manager
AR
0.156868
0.047814
73
306
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:218
MLI
Mali
2,022
phys_hyb
I think it is unnecessary currently, but will be necessary in the future
overall_owner_manager
AR
0.096925
0.038897
25
306
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:219
MLI
Mali
2,022
phys_hyb
Not sure
overall_owner_manager
AR
0.356573
0.062975
89
306
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:220
MLI
Mali
2,022
phys_mnt
All or most employees will come to work in person
overall_owner_manager
AR
0.450572
0.062986
139
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:221
MLI
Mali
2,022
phys_mnt
Employees have the option of working from another location part of the time
overall_owner_manager
AR
0.043007
0.025682
28
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:222
MLI
Mali
2,022
phys_mnt
Employees may work entirely from home
overall_owner_manager
AR
0.130332
0.04262
38
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:223
MLI
Mali
2,022
phys_mnt
Not sure
overall_owner_manager
AR
0.376089
0.061322
114
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:224
MLI
Mali
2,022
phys_plans
Use both in-person and digital business operations roughly equally
overall_owner_manager
AR
0.275214
0.051684
125
362
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:225
MLI
Mali
2,022
phys_plans
Use mostly digital business operations
overall_owner_manager
AR
0.135799
0.039644
52
362
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:226
MLI
Mali
2,022
phys_plans
Use mostly in-person business operations
overall_owner_manager
AR
0.334075
0.054582
85
362
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:227
MLI
Mali
2,022
phys_plans
Use only digital business operations
overall_owner_manager
AR
0.107964
0.035913
43
362
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:228
MLI
Mali
2,022
phys_plans
Use only in-person business operations
overall_owner_manager
AR
0.146948
0.040972
57
362
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:229
MLI
Mali
2,022
phys_sit
Online only business (no physical store)
overall_owner_manager
AR
0.258855
0.051838
106
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:230
MLI
Mali
2,022
phys_sit
Physical store(s) is currently expanding to a larger or additional space
overall_owner_manager
AR
0.06096
0.028316
17
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:231
MLI
Mali
2,022
phys_sit
Physical store(s) is currently operating normally
overall_owner_manager
AR
0.488332
0.059159
185
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:232
MLI
Mali
2,022
phys_sit
Physical store(s) is permanently closed
overall_owner_manager
AR
0.063983
0.028963
15
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:233
MLI
Mali
2,022
phys_sit
Physical store(s) is temporarily closed
overall_owner_manager
AR
0.127869
0.039522
34
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:234
MLI
Mali
2,022
phys_yrs_costs_due_to_implementing_climate_change_policies_and_regulations
Checked
overall_owner_manager
AR
0.085346
0.032975
37
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:235
MLI
Mali
2,022
phys_yrs_costs_due_to_implementing_climate_change_policies_and_regulations
Unchecked
overall_owner_manager
AR
0.914654
0.032975
320
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:236
MLI
Mali
2,022
phys_yrs_energy_costs_renewable_energy_sources
Checked
overall_owner_manager
AR
0.137188
0.040604
50
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:237
MLI
Mali
2,022
phys_yrs_energy_costs_renewable_energy_sources
Unchecked
overall_owner_manager
AR
0.862812
0.040604
307
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:238
MLI
Mali
2,022
phys_yrs_i_expect_no_challenges
Checked
overall_owner_manager
AR
0.478353
0.058955
159
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:239
MLI
Mali
2,022
phys_yrs_i_expect_no_challenges
Unchecked
overall_owner_manager
AR
0.521647
0.058955
198
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:240
MLI
Mali
2,022
phys_yrs_insurance_costs_due_to_natural_disasters_and_or_extreme_weather
Checked
overall_owner_manager
AR
0.073499
0.030798
18
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:241
MLI
Mali
2,022
phys_yrs_insurance_costs_due_to_natural_disasters_and_or_extreme_weather
Unchecked
overall_owner_manager
AR
0.926501
0.030798
339
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:242
MLI
Mali
2,022
phys_yrs_other_please_specify
Checked
overall_owner_manager
AR
0.03158
0.020639
16
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:243
MLI
Mali
2,022
phys_yrs_other_please_specify
Unchecked
overall_owner_manager
AR
0.96842
0.020639
341
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:244
MLI
Mali
2,022
phys_yrs_physical_damage_due_to_natural_disasters_and_or_severe_weather
Checked
overall_owner_manager
AR
0.084328
0.032796
20
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:245
MLI
Mali
2,022
phys_yrs_physical_damage_due_to_natural_disasters_and_or_severe_weather
Unchecked
overall_owner_manager
AR
0.915672
0.032796
337
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:246
MLI
Mali
2,022
phys_yrs_supply_chain_disruptions_weather
Checked
overall_owner_manager
AR
0.077589
0.031573
42
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:247
MLI
Mali
2,022
phys_yrs_supply_chain_disruptions_weather
Unchecked
overall_owner_manager
AR
0.922411
0.031573
315
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:248
MLI
Mali
2,022
phys_yrs_surplus_office_commercial_space
Checked
overall_owner_manager
AR
0.083107
0.032579
20
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:249
MLI
Mali
2,022
phys_yrs_surplus_office_commercial_space
Unchecked
overall_owner_manager
AR
0.916893
0.032579
337
357
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:250
MLI
Mali
2,022
sex
Female
overall_owner_manager
AR
0.376525
0.047432
233
509
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:251
MLI
Mali
2,022
sex
Male
overall_owner_manager
AR
0.623475
0.047432
276
509
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:252
MLI
Mali
2,022
skl_lng
All
overall_owner_manager
AR
0.100542
0.039784
28
300
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:253
MLI
Mali
2,022
skl_lng
Between 0 and 25%
overall_owner_manager
AR
0.26451
0.058352
81
300
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:254
MLI
Mali
2,022
skl_lng
Between 25 and 50%
overall_owner_manager
AR
0.072302
0.034263
24
300
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:255
MLI
Mali
2,022
skl_lng
Between 50 and 75%
overall_owner_manager
AR
0.022864
0.019774
8
300
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:256
MLI
Mali
2,022
skl_lng
Between 75 and 100%
overall_owner_manager
AR
0.053909
0.029878
4
300
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:257
MLI
Mali
2,022
skl_lng
null
overall_owner_manager
AR
0.485872
0.066122
155
300
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:258
MLI
Mali
2,022
urb
City
overall_owner_manager
AR
0.50364
0.044688
302
559
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:259
MLI
Mali
2,022
urb
Online only
overall_owner_manager
AR
0.115913
0.028612
69
559
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:260
MLI
Mali
2,022
urb
Suburb / Outskirts of a city
overall_owner_manager
AR
0.061726
0.02151
27
559
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:261
MLI
Mali
2,022
urb
Town
overall_owner_manager
AR
0.201985
0.035884
108
559
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:262
MLI
Mali
2,022
urb
Village or countryside
overall_owner_manager
AR
0.116736
0.0287
53
559
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:263
MLI
Mali
2,022
bus_cur_opn
No
overall_owner_manager
AU
0.22343
0.035156
73
422
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:264
MLI
Mali
2,022
bus_cur_opn
Yes
overall_owner_manager
AU
0.77657
0.035156
349
422
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:265
MLI
Mali
2,022
bus_dig_rev
All
overall_owner_manager
AU
0.150673
0.034211
53
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:266
MLI
Mali
2,022
bus_dig_rev
Between 0 and 25%
overall_owner_manager
AU
0.203157
0.038478
63
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:267
MLI
Mali
2,022
bus_dig_rev
Between 25 and 50%
overall_owner_manager
AU
0.116919
0.03073
26
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:268
MLI
Mali
2,022
bus_dig_rev
Between 50 and 75%
overall_owner_manager
AU
0.066061
0.023755
24
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:269
MLI
Mali
2,022
bus_dig_rev
Between 75 and 100%
overall_owner_manager
AU
0.152421
0.034374
43
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:270
MLI
Mali
2,022
bus_dig_rev
null
overall_owner_manager
AU
0.310768
0.04426
110
319
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:271
MLI
Mali
2,022
bus_emp_btn
0 (Just me)
overall_owner_manager
AU
0.325903
0.041041
155
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:272
MLI
Mali
2,022
bus_emp_btn
1
overall_owner_manager
AU
0.08246
0.024085
47
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:273
MLI
Mali
2,022
bus_emp_btn
100 to 250
overall_owner_manager
AU
0.002071
0.003981
2
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:274
MLI
Mali
2,022
bus_emp_btn
10 to 49
overall_owner_manager
AU
0.146655
0.030976
61
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:275
MLI
Mali
2,022
bus_emp_btn
2 to 4
overall_owner_manager
AU
0.258675
0.038344
115
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:276
MLI
Mali
2,022
bus_emp_btn
50 to 99
overall_owner_manager
AU
0.012758
0.009827
7
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:277
MLI
Mali
2,022
bus_emp_btn
5 to 9
overall_owner_manager
AU
0.171477
0.033004
69
456
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:278
MLI
Mali
2,022
bus_emp_chn
Decreased
overall_owner_manager
AU
0.253936
0.037091
110
417
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:279
MLI
Mali
2,022
bus_emp_chn
Don’t know
overall_owner_manager
AU
0.040236
0.016746
16
417
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:280
MLI
Mali
2,022
bus_emp_chn
Increased
overall_owner_manager
AU
0.111458
0.026817
53
417
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:281
MLI
Mali
2,022
bus_emp_chn
Stayed the same
overall_owner_manager
AU
0.594369
0.041842
238
417
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:282
MLI
Mali
2,022
bus_emp_rhr_pct
100% (meaning that all have been re-hired)
overall_owner_manager
AU
0.103136
0.028556
35
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:283
MLI
Mali
2,022
bus_emp_rhr_pct
Between 0 and 10%
overall_owner_manager
AU
0.769175
0.039562
272
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:284
MLI
Mali
2,022
bus_emp_rhr_pct
Between 10 and 20%
overall_owner_manager
AU
0.050617
0.020582
13
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:285
MLI
Mali
2,022
bus_emp_rhr_pct
Between 20 and 30%
overall_owner_manager
AU
0.020521
0.013311
9
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:286
MLI
Mali
2,022
bus_emp_rhr_pct
Between 30 and 40%
overall_owner_manager
AU
0.002728
0.004897
1
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:287
MLI
Mali
2,022
bus_emp_rhr_pct
Between 40 and 50%
overall_owner_manager
AU
0.022727
0.013993
3
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:288
MLI
Mali
2,022
bus_emp_rhr_pct
Between 50 and 60%
overall_owner_manager
AU
0.013986
0.011026
4
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:289
MLI
Mali
2,022
bus_emp_rhr_pct
Between 60 and 70%
overall_owner_manager
AU
0.006157
0.007345
4
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:290
MLI
Mali
2,022
bus_emp_rhr_pct
Between 70 and 80%
overall_owner_manager
AU
0.002836
0.004993
2
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:291
MLI
Mali
2,022
bus_emp_rhr_pct
Between 80 and 90%
overall_owner_manager
AU
0.002191
0.00439
1
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:292
MLI
Mali
2,022
bus_emp_rhr_pct
Between 90 and 100%
overall_owner_manager
AU
0.005925
0.007206
2
346
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:293
MLI
Mali
2,022
bus_fut_chl_cash_flow
Checked
overall_owner_manager
AU
0.377504
0.046171
136
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:294
MLI
Mali
2,022
bus_fut_chl_cash_flow
Unchecked
overall_owner_manager
AU
0.622496
0.046171
204
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:295
MLI
Mali
2,022
bus_fut_chl_finding_supplies
Checked
overall_owner_manager
AU
0.189203
0.037304
80
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:296
MLI
Mali
2,022
bus_fut_chl_finding_supplies
Unchecked
overall_owner_manager
AU
0.810797
0.037304
260
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:297
MLI
Mali
2,022
bus_fut_chl_getting_new_investors
Checked
overall_owner_manager
AU
0.054852
0.021686
24
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:298
MLI
Mali
2,022
bus_fut_chl_getting_new_investors
Unchecked
overall_owner_manager
AU
0.945148
0.021686
316
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078:299
MLI
Mali
2,022
bus_fut_chl_getting_new_loans
Checked
overall_owner_manager
AU
0.112545
0.030101
30
340
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_january_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/b9f23d1a-17d3-4fcd-8fa9-16c5d5a39078/download/gsosb_2022_january_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z