source_record_id
stringlengths
38
41
country_iso3
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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
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stringclasses
1 value
source_resource
stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
retrieved_at
stringdate
2026-08-12 23:12:09
2026-08-12 23:12:09
f0e665ed-8948-406a-b9bd-0d3d8f253335:8700
MLI
Mali
2,022
trd_exp_res_business_leaders_with_mentors_who_have_worked_in_other_countries
Checked
overall_owner_manager
ZA
0.145183
0.061338
24
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8701
MLI
Mali
2,022
trd_exp_res_business_leaders_with_mentors_who_have_worked_in_other_countries
Unchecked
overall_owner_manager
ZA
0.854817
0.061338
129
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8702
MLI
Mali
2,022
trd_exp_res_don_t_know
Checked
overall_owner_manager
ZA
0.16471
0.064583
22
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8703
MLI
Mali
2,022
trd_exp_res_don_t_know
Unchecked
overall_owner_manager
ZA
0.83529
0.064583
131
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8704
MLI
Mali
2,022
trd_exp_res_none_of_the_above
Checked
overall_owner_manager
ZA
0.315816
0.080936
61
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8705
MLI
Mali
2,022
trd_exp_res_none_of_the_above
Unchecked
overall_owner_manager
ZA
0.684184
0.080936
92
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8706
MLI
Mali
2,022
trd_exp_res_staff_who_have_experience_doing_business_in_other_countries
Checked
overall_owner_manager
ZA
0.193422
0.068772
28
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8707
MLI
Mali
2,022
trd_exp_res_staff_who_have_experience_doing_business_in_other_countries
Unchecked
overall_owner_manager
ZA
0.806578
0.068772
125
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8708
MLI
Mali
2,022
trd_exp_res_staff_who_have_experience_with_regulations_in_other_countries
Checked
overall_owner_manager
ZA
0.112019
0.054914
22
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8709
MLI
Mali
2,022
trd_exp_res_staff_who_have_experience_with_regulations_in_other_countries
Unchecked
overall_owner_manager
ZA
0.887981
0.054914
131
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8710
MLI
Mali
2,022
trd_exp_res_staff_who_were_born_in_or_are_a_citizen_of_another_country
Checked
overall_owner_manager
ZA
0.090573
0.049971
22
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8711
MLI
Mali
2,022
trd_exp_res_staff_who_were_born_in_or_are_a_citizen_of_another_country
Unchecked
overall_owner_manager
ZA
0.909427
0.049971
131
153
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8712
MLI
Mali
2,022
trd_iss_discontinued_lines_of_sale
Checked
overall_owner_manager
ZA
0.169207
0.055058
29
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8713
MLI
Mali
2,022
trd_iss_discontinued_lines_of_sale
Unchecked
overall_owner_manager
ZA
0.830793
0.055058
178
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8714
MLI
Mali
2,022
trd_iss_don_t_know
Checked
overall_owner_manager
ZA
0.154986
0.053142
50
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8715
MLI
Mali
2,022
trd_iss_don_t_know
Unchecked
overall_owner_manager
ZA
0.845014
0.053142
157
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8716
MLI
Mali
2,022
trd_iss_government_export_restrictions
Checked
overall_owner_manager
ZA
0.130202
0.049417
20
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8717
MLI
Mali
2,022
trd_iss_government_export_restrictions
Unchecked
overall_owner_manager
ZA
0.869798
0.049417
187
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8718
MLI
Mali
2,022
trd_iss_increase_in_customer_demand
Checked
overall_owner_manager
ZA
0.213689
0.060194
51
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8719
MLI
Mali
2,022
trd_iss_increase_in_customer_demand
Unchecked
overall_owner_manager
ZA
0.786311
0.060194
156
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8720
MLI
Mali
2,022
trd_iss_labor_has_become_more_expensive
Checked
overall_owner_manager
ZA
0.386738
0.071515
53
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8721
MLI
Mali
2,022
trd_iss_labor_has_become_more_expensive
Unchecked
overall_owner_manager
ZA
0.613262
0.071515
154
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8722
MLI
Mali
2,022
trd_iss_raw_materials_and_inputs_have_become_more_expensive
Checked
overall_owner_manager
ZA
0.511338
0.073404
64
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8723
MLI
Mali
2,022
trd_iss_raw_materials_and_inputs_have_become_more_expensive
Unchecked
overall_owner_manager
ZA
0.488662
0.073404
143
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8724
MLI
Mali
2,022
trd_iss_regulatory_and_legal_compliance_costs_have_become_more_expensive
Checked
overall_owner_manager
ZA
0.247801
0.063399
33
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8725
MLI
Mali
2,022
trd_iss_regulatory_and_legal_compliance_costs_have_become_more_expensive
Unchecked
overall_owner_manager
ZA
0.752199
0.063399
174
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8726
MLI
Mali
2,022
trd_iss_shortage_of_workers
Checked
overall_owner_manager
ZA
0.233582
0.062132
42
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8727
MLI
Mali
2,022
trd_iss_shortage_of_workers
Unchecked
overall_owner_manager
ZA
0.766418
0.062132
165
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8728
MLI
Mali
2,022
trd_iss_transportation_costs_have_become_more_expensive
Checked
overall_owner_manager
ZA
0.332077
0.069158
78
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8729
MLI
Mali
2,022
trd_iss_transportation_costs_have_become_more_expensive
Unchecked
overall_owner_manager
ZA
0.667923
0.069158
129
207
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8730
MLI
Mali
2,022
trd_prc_amt
100% or more (meaning double the costs or more)
overall_owner_manager
ZA
0.051756
0.03342
4
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8731
MLI
Mali
2,022
trd_prc_amt
Between 0 and 5%
overall_owner_manager
ZA
0.111989
0.047574
9
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8732
MLI
Mali
2,022
trd_prc_amt
Between 10 and 15%
overall_owner_manager
ZA
0.126145
0.050087
15
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8733
MLI
Mali
2,022
trd_prc_amt
Between 15 and 20%
overall_owner_manager
ZA
0.218755
0.062365
13
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8734
MLI
Mali
2,022
trd_prc_amt
Between 20 and 25%
overall_owner_manager
ZA
0.068281
0.038051
6
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8735
MLI
Mali
2,022
trd_prc_amt
Between 25 and 50%
overall_owner_manager
ZA
0.071173
0.038788
6
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8736
MLI
Mali
2,022
trd_prc_amt
Between 50 and 75%
overall_owner_manager
ZA
0.133374
0.051288
9
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8737
MLI
Mali
2,022
trd_prc_amt
Between 5 and 10%
overall_owner_manager
ZA
0.100007
0.045259
8
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8738
MLI
Mali
2,022
trd_prc_amt
Between 75 and 100%
overall_owner_manager
ZA
0.051755
0.03342
8
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8739
MLI
Mali
2,022
trd_prc_amt
Don't know
overall_owner_manager
ZA
0.066763
0.037656
4
82
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8740
MLI
Mali
2,022
trd_prc_exp
Don't know
overall_owner_manager
ZA
0.178382
0.062794
27
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8741
MLI
Mali
2,022
trd_prc_exp
Will decrease
overall_owner_manager
ZA
0.06976
0.041783
19
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8742
MLI
Mali
2,022
trd_prc_exp
Will increase between 0 to 2.5%
overall_owner_manager
ZA
0.156033
0.059522
12
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8743
MLI
Mali
2,022
trd_prc_exp
Will increase between 10 to 15%
overall_owner_manager
ZA
0.093565
0.047767
14
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8744
MLI
Mali
2,022
trd_prc_exp
Will increase between 15 to 25%
overall_owner_manager
ZA
0.080016
0.044502
19
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8745
MLI
Mali
2,022
trd_prc_exp
Will increase between 2.5 to 5.0%
overall_owner_manager
ZA
0.106515
0.0506
12
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8746
MLI
Mali
2,022
trd_prc_exp
Will increase between 25 to 50%
overall_owner_manager
ZA
0.152671
0.058994
22
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8747
MLI
Mali
2,022
trd_prc_exp
Will increase between 5 to 10%
overall_owner_manager
ZA
0.02508
0.025648
11
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8748
MLI
Mali
2,022
trd_prc_exp
Will increase by more than 50%
overall_owner_manager
ZA
0.137979
0.056568
33
169
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8749
MLI
Mali
2,022
trd_prc_inc
Don't know
overall_owner_manager
ZA
0.223068
0.061925
36
204
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8750
MLI
Mali
2,022
trd_prc_inc
No
overall_owner_manager
ZA
0.474663
0.074279
76
204
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8751
MLI
Mali
2,022
trd_prc_inc
Yes
overall_owner_manager
ZA
0.302269
0.068312
92
204
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8752
MLI
Mali
2,022
trd_prc_pln_don_t_know
Checked
overall_owner_manager
ZA
0.200007
0.065234
42
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8753
MLI
Mali
2,022
trd_prc_pln_don_t_know
Unchecked
overall_owner_manager
ZA
0.799993
0.065234
131
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8754
MLI
Mali
2,022
trd_prc_pln_increased_costs_have_created_a_need_for_us_to_sell_in_other_countries
Checked
overall_owner_manager
ZA
0.217064
0.06723
21
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8755
MLI
Mali
2,022
trd_prc_pln_increased_costs_have_created_a_need_for_us_to_sell_in_other_countries
Unchecked
overall_owner_manager
ZA
0.782936
0.06723
152
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8756
MLI
Mali
2,022
trd_prc_pln_increased_costs_have_created_a_need_for_us_to_sell_more_in_our_domestic_market
Checked
overall_owner_manager
ZA
0.223872
0.067979
33
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8757
MLI
Mali
2,022
trd_prc_pln_increased_costs_have_created_a_need_for_us_to_sell_more_in_our_domestic_market
Unchecked
overall_owner_manager
ZA
0.776128
0.067979
140
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8758
MLI
Mali
2,022
trd_prc_pln_increased_costs_have_forced_us_to_find_new_suppliers
Checked
overall_owner_manager
ZA
0.158671
0.059585
36
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8759
MLI
Mali
2,022
trd_prc_pln_increased_costs_have_forced_us_to_find_new_suppliers
Unchecked
overall_owner_manager
ZA
0.841329
0.059585
137
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8760
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_allowed_us_to_launch_a_new_product_or_service
Checked
overall_owner_manager
ZA
0.132305
0.055256
25
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8761
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_allowed_us_to_launch_a_new_product_or_service
Unchecked
overall_owner_manager
ZA
0.867695
0.055256
148
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8762
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_created_an_opportunity_for_us_to_sell_in_other_countries
Checked
overall_owner_manager
ZA
0.104918
0.049976
17
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8763
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_created_an_opportunity_for_us_to_sell_in_other_countries
Unchecked
overall_owner_manager
ZA
0.895082
0.049976
156
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8764
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_created_an_opportunity_for_us_to_sell_more_in_our_domestic_market
Checked
overall_owner_manager
ZA
0.142713
0.057043
21
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8765
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_created_an_opportunity_for_us_to_sell_more_in_our_domestic_market
Unchecked
overall_owner_manager
ZA
0.857287
0.057043
152
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8766
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_forced_us_to_find_new_customers
Checked
overall_owner_manager
ZA
0.187048
0.063594
47
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8767
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_forced_us_to_find_new_customers
Unchecked
overall_owner_manager
ZA
0.812952
0.063594
126
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8768
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_not_effect_our_plans
Checked
overall_owner_manager
ZA
0.263174
0.071815
29
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8769
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_not_effect_our_plans
Unchecked
overall_owner_manager
ZA
0.736826
0.071815
144
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8770
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_prevented_us_from_launching_a_new_product_or_service
Checked
overall_owner_manager
ZA
0.187137
0.063606
34
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8771
MLI
Mali
2,022
trd_prc_pln_increased_prices_have_prevented_us_from_launching_a_new_product_or_service
Unchecked
overall_owner_manager
ZA
0.812863
0.063606
139
173
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8772
MLI
Mali
2,022
trd_yrs
1-3 years
overall_owner_manager
ZA
0.157295
0.049733
56
235
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8773
MLI
Mali
2,022
trd_yrs
3-5 years
overall_owner_manager
ZA
0.296266
0.062373
45
235
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8774
MLI
Mali
2,022
trd_yrs
5 or more years
overall_owner_manager
ZA
0.234785
0.0579
59
235
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z
f0e665ed-8948-406a-b9bd-0d3d8f253335:8775
MLI
Mali
2,022
trd_yrs
Less than 1 year
overall_owner_manager
ZA
0.311654
0.063269
75
235
2,022
2,022
2022
AI for Good at Meta
Small Business Surveys - Aggregated Data
gsosb_2022_july_data_aggregate_weighted.csv
8bd3d109-d33d-4349-90c4-464c9d7ccb66
f0e665ed-8948-406a-b9bd-0d3d8f253335
https://data.humdata.org/dataset/8bd3d109-d33d-4349-90c4-464c9d7ccb66/resource/f0e665ed-8948-406a-b9bd-0d3d8f253335/download/gsosb_2022_july_data_aggregate_weighted.csv
cc-by
2026-08-12T23:12:09Z