source_record_id
stringlengths
38
41
country_iso3
stringclasses
1 value
country_name
stringclasses
1 value
year
int64
2.02k
2.02k
variable
stringclasses
111 values
value
stringclasses
131 values
pop
stringclasses
1 value
country_iso2
stringclasses
30 values
mean_w
float64
0
1
se_w
float64
0
0.25
count
int64
1
5.13k
question_n
int64
75
5.2k
source_period_start_year
int64
2.02k
2.02k
source_period_end_year
int64
2.02k
2.02k
source_period_label
stringdate
2022-01-01 00:00:00
2022-01-01 00:00:00
source_provider
stringclasses
1 value
source_dataset
stringclasses
1 value
source_resource
stringclasses
1 value
source_package_id
stringclasses
1 value
source_resource_id
stringclasses
1 value
source_url
stringclasses
1 value
license_id
stringclasses
1 value
retrieved_at
stringdate
2026-08-12 23:12:09
2026-08-12 23:12:09
f0e665ed-8948-406a-b9bd-0d3d8f253335:600
MLI
Mali
2,022
dem_age
70 or older
overall_owner_manager
AU
0.046986
0.023532
12
342
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-0d3d8f253335:601
MLI
Mali
2,022
dem_age
Less than 20
overall_owner_manager
AU
0.02009
0.015603
4
342
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-0d3d8f253335:602
MLI
Mali
2,022
dgt_use_advertising
Checked
overall_owner_manager
AU
0.528303
0.073809
155
228
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-0d3d8f253335:603
MLI
Mali
2,022
dgt_use_advertising
Unchecked
overall_owner_manager
AU
0.471697
0.073809
73
228
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-0d3d8f253335:604
MLI
Mali
2,022
dgt_use_analyzing_or_researching_to_answer_business_questions
Checked
overall_owner_manager
AU
0.297912
0.06762
68
228
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-0d3d8f253335:605
MLI
Mali
2,022
dgt_use_analyzing_or_researching_to_answer_business_questions
Unchecked
overall_owner_manager
AU
0.702088
0.06762
160
228
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-0d3d8f253335:606
MLI
Mali
2,022
dgt_use_communicating_directly_with_customers
Checked
overall_owner_manager
AU
0.724343
0.066068
155
228
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-0d3d8f253335:607
MLI
Mali
2,022
dgt_use_communicating_directly_with_customers
Unchecked
overall_owner_manager
AU
0.275657
0.066068
73
228
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-0d3d8f253335:608
MLI
Mali
2,022
dgt_use_complying_with_legal_and_regulatory_requirements
Checked
overall_owner_manager
AU
0.304926
0.068069
75
228
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-0d3d8f253335:609
MLI
Mali
2,022
dgt_use_complying_with_legal_and_regulatory_requirements
Unchecked
overall_owner_manager
AU
0.695074
0.068069
153
228
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-0d3d8f253335:610
MLI
Mali
2,022
dgt_use_coordinating_or_collaborating_between_employees
Checked
overall_owner_manager
AU
0.292465
0.067258
65
228
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-0d3d8f253335:611
MLI
Mali
2,022
dgt_use_coordinating_or_collaborating_between_employees
Unchecked
overall_owner_manager
AU
0.707535
0.067258
163
228
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-0d3d8f253335:612
MLI
Mali
2,022
dgt_use_hiring
Checked
overall_owner_manager
AU
0.189015
0.057888
52
228
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-0d3d8f253335:613
MLI
Mali
2,022
dgt_use_hiring
Unchecked
overall_owner_manager
AU
0.810985
0.057888
176
228
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-0d3d8f253335:614
MLI
Mali
2,022
dgt_use_implementing_digital_security_and_consumer_protection_features
Checked
overall_owner_manager
AU
0.136103
0.050699
38
228
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-0d3d8f253335:615
MLI
Mali
2,022
dgt_use_implementing_digital_security_and_consumer_protection_features
Unchecked
overall_owner_manager
AU
0.863897
0.050699
190
228
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-0d3d8f253335:616
MLI
Mali
2,022
dgt_use_none_of_the_above
Checked
overall_owner_manager
AU
0.068832
0.037432
19
228
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-0d3d8f253335:617
MLI
Mali
2,022
dgt_use_none_of_the_above
Unchecked
overall_owner_manager
AU
0.931168
0.037432
209
228
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-0d3d8f253335:618
MLI
Mali
2,022
dgt_use_selling_goods_and_services
Checked
overall_owner_manager
AU
0.466312
0.073759
126
228
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-0d3d8f253335:619
MLI
Mali
2,022
dgt_use_selling_goods_and_services
Unchecked
overall_owner_manager
AU
0.533688
0.073759
102
228
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-0d3d8f253335:620
MLI
Mali
2,022
dig_use_access_to_digital_solutions_and_business_intelligence_services
Checked
overall_owner_manager
AU
0.18482
0.059611
33
219
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-0d3d8f253335:621
MLI
Mali
2,022
dig_use_access_to_digital_solutions_and_business_intelligence_services
Unchecked
overall_owner_manager
AU
0.81518
0.059611
186
219
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-0d3d8f253335:622
MLI
Mali
2,022
dig_use_increase_in_customer_or_supplier_base
Checked
overall_owner_manager
AU
0.342485
0.072879
63
219
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-0d3d8f253335:623
MLI
Mali
2,022
dig_use_increase_in_customer_or_supplier_base
Unchecked
overall_owner_manager
AU
0.657515
0.072879
156
219
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-0d3d8f253335:624
MLI
Mali
2,022
dig_use_increase_in_employment
Checked
overall_owner_manager
AU
0.079182
0.041469
19
219
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-0d3d8f253335:625
MLI
Mali
2,022
dig_use_increase_in_employment
Unchecked
overall_owner_manager
AU
0.920818
0.041469
200
219
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-0d3d8f253335:626
MLI
Mali
2,022
dig_use_increase_in_sales
Checked
overall_owner_manager
AU
0.189185
0.060149
70
219
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-0d3d8f253335:627
MLI
Mali
2,022
dig_use_increase_in_sales
Unchecked
overall_owner_manager
AU
0.810815
0.060149
149
219
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-0d3d8f253335:628
MLI
Mali
2,022
dig_use_lower_operation_costs_or_costs_of_sourcing_goods_and_services
Checked
overall_owner_manager
AU
0.104088
0.046899
31
219
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-0d3d8f253335:629
MLI
Mali
2,022
dig_use_lower_operation_costs_or_costs_of_sourcing_goods_and_services
Unchecked
overall_owner_manager
AU
0.895912
0.046899
188
219
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-0d3d8f253335:630
MLI
Mali
2,022
dig_use_no_impact
Checked
overall_owner_manager
AU
0.358889
0.073667
88
219
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-0d3d8f253335:631
MLI
Mali
2,022
dig_use_no_impact
Unchecked
overall_owner_manager
AU
0.641111
0.073667
131
219
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-0d3d8f253335:632
MLI
Mali
2,022
dig_use_something_not_listed_here
Checked
overall_owner_manager
AU
0.102097
0.0465
21
219
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-0d3d8f253335:633
MLI
Mali
2,022
dig_use_something_not_listed_here
Unchecked
overall_owner_manager
AU
0.897903
0.0465
198
219
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-0d3d8f253335:634
MLI
Mali
2,022
hol_rev
All
overall_owner_manager
AU
0.004874
0.008829
2
287
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-0d3d8f253335:635
MLI
Mali
2,022
hol_rev
Between 0 and 25%
overall_owner_manager
AU
0.449825
0.063066
117
287
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-0d3d8f253335:636
MLI
Mali
2,022
hol_rev
Between 25 and 50%
overall_owner_manager
AU
0.362359
0.060937
111
287
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-0d3d8f253335:637
MLI
Mali
2,022
hol_rev
Between 50 and 75%
overall_owner_manager
AU
0.078903
0.034176
26
287
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-0d3d8f253335:638
MLI
Mali
2,022
hol_rev
Between 75 and 100%
overall_owner_manager
AU
0.04019
0.024899
11
287
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-0d3d8f253335:639
MLI
Mali
2,022
hol_rev
null
overall_owner_manager
AU
0.063848
0.030994
20
287
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-0d3d8f253335:640
MLI
Mali
2,022
ind_oth
Administrative and support services (e.g. rental and leasing, travel agencies, human resources, security)
overall_owner_manager
AU
0.050793
0.044463
6
149
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-0d3d8f253335:641
MLI
Mali
2,022
ind_oth
Arts, entertainment, and recreation
overall_owner_manager
AU
0.397186
0.099084
32
149
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-0d3d8f253335:642
MLI
Mali
2,022
ind_oth
Education
overall_owner_manager
AU
0.036095
0.037771
7
149
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-0d3d8f253335:643
MLI
Mali
2,022
ind_oth
Financial and insurance activities
overall_owner_manager
AU
0.01459
0.02428
5
149
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-0d3d8f253335:644
MLI
Mali
2,022
ind_oth
Human health and social work activities
overall_owner_manager
AU
0.082148
0.055603
18
149
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-0d3d8f253335:645
MLI
Mali
2,022
ind_oth
Other
overall_owner_manager
AU
0.233911
0.085719
38
149
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-0d3d8f253335:646
MLI
Mali
2,022
ind_oth
Personal services (e.g. repair of household goods, washing of textiles, hairdressing)
overall_owner_manager
AU
0.051825
0.044888
13
149
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-0d3d8f253335:647
MLI
Mali
2,022
ind_oth
Professional, scientific, and technical services
overall_owner_manager
AU
0.090524
0.058102
21
149
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-0d3d8f253335:648
MLI
Mali
2,022
ind_oth
Real estate activities
overall_owner_manager
AU
0.042928
0.041045
9
149
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-0d3d8f253335:649
MLI
Mali
2,022
ind_top
Agriculture, forestry, fishing and mining
overall_owner_manager
AU
0.061818
0.026991
13
336
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-0d3d8f253335:650
MLI
Mali
2,022
ind_top
Construction
overall_owner_manager
AU
0.124937
0.037058
30
336
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-0d3d8f253335:651
MLI
Mali
2,022
ind_top
Hotels, cafes and restaurants
overall_owner_manager
AU
0.081566
0.030675
30
336
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-0d3d8f253335:652
MLI
Mali
2,022
ind_top
Information and communication
overall_owner_manager
AU
0.054818
0.025511
27
336
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-0d3d8f253335:653
MLI
Mali
2,022
ind_top
Manufacturing, energy, water supply and waste management
overall_owner_manager
AU
0.005357
0.008181
5
336
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-0d3d8f253335:654
MLI
Mali
2,022
ind_top
Other services
overall_owner_manager
AU
0.497096
0.056037
159
336
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-0d3d8f253335:655
MLI
Mali
2,022
ind_top
Transportation and storage
overall_owner_manager
AU
0.033775
0.020247
10
336
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-0d3d8f253335:656
MLI
Mali
2,022
ind_top
Wholesale and retail trade
overall_owner_manager
AU
0.140633
0.038962
62
336
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-0d3d8f253335:657
MLI
Mali
2,022
sex
Female
overall_owner_manager
AU
0.429226
0.05196
158
302
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-0d3d8f253335:658
MLI
Mali
2,022
sex
Male
overall_owner_manager
AU
0.570774
0.05196
144
302
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-0d3d8f253335:659
MLI
Mali
2,022
trd_cst_amt
100% or more (meaning double the costs or more)
overall_owner_manager
AU
0.010271
0.016119
2
143
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-0d3d8f253335:660
MLI
Mali
2,022
trd_cst_amt
Between 0 and 5%
overall_owner_manager
AU
0.036393
0.029939
4
143
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-0d3d8f253335:661
MLI
Mali
2,022
trd_cst_amt
Between 10 and 15%
overall_owner_manager
AU
0.160542
0.05869
26
143
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-0d3d8f253335:662
MLI
Mali
2,022
trd_cst_amt
Between 15 and 20%
overall_owner_manager
AU
0.203845
0.064405
24
143
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-0d3d8f253335:663
MLI
Mali
2,022
trd_cst_amt
Between 20 and 25%
overall_owner_manager
AU
0.092776
0.046382
16
143
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-0d3d8f253335:664
MLI
Mali
2,022
trd_cst_amt
Between 25 and 50%
overall_owner_manager
AU
0.127227
0.053273
25
143
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-0d3d8f253335:665
MLI
Mali
2,022
trd_cst_amt
Between 50 and 75%
overall_owner_manager
AU
0.087811
0.045247
15
143
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-0d3d8f253335:666
MLI
Mali
2,022
trd_cst_amt
Between 5 and 10%
overall_owner_manager
AU
0.086132
0.044853
18
143
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-0d3d8f253335:667
MLI
Mali
2,022
trd_cst_amt
Between 75 and 100%
overall_owner_manager
AU
0.106076
0.04923
3
143
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-0d3d8f253335:668
MLI
Mali
2,022
trd_cst_amt
Don't know
overall_owner_manager
AU
0.088926
0.045505
10
143
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-0d3d8f253335:669
MLI
Mali
2,022
trd_cst_inc
Don't know
overall_owner_manager
AU
0.081774
0.041841
20
220
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-0d3d8f253335:670
MLI
Mali
2,022
trd_cst_inc
No
overall_owner_manager
AU
0.238918
0.065112
54
220
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-0d3d8f253335:671
MLI
Mali
2,022
trd_cst_inc
Yes
overall_owner_manager
AU
0.679308
0.071269
146
220
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-0d3d8f253335:672
MLI
Mali
2,022
trd_exp_act
Don't know
overall_owner_manager
AU
0.041573
0.033279
5
192
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-0d3d8f253335:673
MLI
Mali
2,022
trd_exp_act
No
overall_owner_manager
AU
0.719593
0.074889
149
192
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-0d3d8f253335:674
MLI
Mali
2,022
trd_exp_act
Yes
overall_owner_manager
AU
0.238833
0.071084
38
192
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-0d3d8f253335:675
MLI
Mali
2,022
trd_exp_hlp_clearer_government_guidance
Checked
overall_owner_manager
AU
0.209388
0.071974
25
174
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-0d3d8f253335:676
MLI
Mali
2,022
trd_exp_hlp_clearer_government_guidance
Unchecked
overall_owner_manager
AU
0.790612
0.071974
149
174
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-0d3d8f253335:677
MLI
Mali
2,022
trd_exp_hlp_contacts_in_other_markets
Checked
overall_owner_manager
AU
0.387038
0.086161
35
174
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-0d3d8f253335:678
MLI
Mali
2,022
trd_exp_hlp_contacts_in_other_markets
Unchecked
overall_owner_manager
AU
0.612962
0.086161
139
174
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-0d3d8f253335:679
MLI
Mali
2,022
trd_exp_hlp_digital_tools
Checked
overall_owner_manager
AU
0.092532
0.05126
31
174
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-0d3d8f253335:680
MLI
Mali
2,022
trd_exp_hlp_digital_tools
Unchecked
overall_owner_manager
AU
0.907468
0.05126
143
174
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-0d3d8f253335:681
MLI
Mali
2,022
trd_exp_hlp_don_t_know
Checked
overall_owner_manager
AU
0.12075
0.057639
32
174
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-0d3d8f253335:682
MLI
Mali
2,022
trd_exp_hlp_don_t_know
Unchecked
overall_owner_manager
AU
0.87925
0.057639
142
174
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-0d3d8f253335:683
MLI
Mali
2,022
trd_exp_hlp_financial_assistance
Checked
overall_owner_manager
AU
0.146314
0.062519
24
174
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-0d3d8f253335:684
MLI
Mali
2,022
trd_exp_hlp_financial_assistance
Unchecked
overall_owner_manager
AU
0.853686
0.062519
150
174
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-0d3d8f253335:685
MLI
Mali
2,022
trd_exp_hlp_improved_infrastructure
Checked
overall_owner_manager
AU
0.102704
0.053701
15
174
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-0d3d8f253335:686
MLI
Mali
2,022
trd_exp_hlp_improved_infrastructure
Unchecked
overall_owner_manager
AU
0.897296
0.053701
159
174
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-0d3d8f253335:687
MLI
Mali
2,022
trd_exp_hlp_legal_advice_assistance
Checked
overall_owner_manager
AU
0.167903
0.06612
28
174
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-0d3d8f253335:688
MLI
Mali
2,022
trd_exp_hlp_legal_advice_assistance
Unchecked
overall_owner_manager
AU
0.832097
0.06612
146
174
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-0d3d8f253335:689
MLI
Mali
2,022
trd_exp_hlp_lower_duties_or_tariffs
Checked
overall_owner_manager
AU
0.330987
0.083242
26
174
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-0d3d8f253335:690
MLI
Mali
2,022
trd_exp_hlp_lower_duties_or_tariffs
Unchecked
overall_owner_manager
AU
0.669013
0.083242
148
174
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-0d3d8f253335:691
MLI
Mali
2,022
trd_exp_hlp_more_information_on_your_industry_and_or_products_and_services_in_other_markets
Checked
overall_owner_manager
AU
0.178589
0.067753
21
174
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-0d3d8f253335:692
MLI
Mali
2,022
trd_exp_hlp_more_information_on_your_industry_and_or_products_and_services_in_other_markets
Unchecked
overall_owner_manager
AU
0.821411
0.067753
153
174
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-0d3d8f253335:693
MLI
Mali
2,022
trd_exp_hlp_none_of_the_above
Checked
overall_owner_manager
AU
0.264048
0.07798
65
174
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-0d3d8f253335:694
MLI
Mali
2,022
trd_exp_hlp_none_of_the_above
Unchecked
overall_owner_manager
AU
0.735952
0.07798
109
174
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-0d3d8f253335:695
MLI
Mali
2,022
trd_exp_hlp_skills_training_including_language_training
Checked
overall_owner_manager
AU
0.141461
0.061648
20
174
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-0d3d8f253335:696
MLI
Mali
2,022
trd_exp_hlp_skills_training_including_language_training
Unchecked
overall_owner_manager
AU
0.858539
0.061648
154
174
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-0d3d8f253335:697
MLI
Mali
2,022
trd_exp_hlp_transportation_that_is_lower_cost_or_more_reliable
Checked
overall_owner_manager
AU
0.249588
0.076556
31
174
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-0d3d8f253335:698
MLI
Mali
2,022
trd_exp_hlp_transportation_that_is_lower_cost_or_more_reliable
Unchecked
overall_owner_manager
AU
0.750412
0.076556
143
174
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-0d3d8f253335:699
MLI
Mali
2,022
trd_exp_pln
Don't know
overall_owner_manager
AU
0.091985
0.048734
29
187
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