Datasets:

electricsheepafrica
/

africa-synth-financial-inclusion-bank-account-ownership-africa-niger

Split (1)

train · 30k rows

country string	year int64	urban_rural string	gender string	age int64	age_group string	income_quintile string	education string	employment_status string	branch_access_km float64	atm_access_km float64	account_ownership int64	account_type string	bank_name string	usage_frequency_monthly int64	months_inactive int64	account_balance_usd float64	primary_barrier string	has_overdraft int64	has_debit_card int64	has_online_banking int64	scenario string
Senegal	2,019	rural	female	31	25-34	highest	primary	employed_informal	7.9	10	1	current	CBAO	1	0	1,974.01	none	0	0	0	moderate_burden
Ethiopia	2,024	rural	female	18	18-24	middle	tertiary	student	7.6	8.7	0	none	none	0	0	0	religious	0	0	0	moderate_burden
South Africa	2,023	rural	female	56	55+	middle	secondary	self_employed	2.3	1.4	1	current	FNB	0	14	0	none	1	0	0	moderate_burden
DRC	2,021	rural	male	18	18-24	highest	none	self_employed	45.4	1.4	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Ethiopia	2,018	rural	male	25	18-24	second	secondary	self_employed	14.9	4.4	0	none	none	0	0	0	distance	0	0	0	moderate_burden
South Africa	2,021	rural	male	28	25-34	lowest	secondary	self_employed	0.3	1.3	1	savings	Nedbank	2	0	97.22	none	0	0	0	moderate_burden
Niger	2,022	urban	female	27	25-34	middle	primary	employed_informal	0.2	0.4	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Kenya	2,025	rural	female	64	55+	highest	none	student	1	1	1	current	Stanbic	0	13	0	none	0	1	0	moderate_burden
Zambia	2,023	rural	female	65	55+	fourth	secondary	employed_formal	0.3	4	1	savings	Zanaco	1	0	297.78	none	0	0	0	moderate_burden
Nigeria	2,024	urban	male	57	55+	highest	tertiary	self_employed	4.1	3.8	1	savings	GTBank	2	0	3,893.53	none	0	1	1	moderate_burden
Malawi	2,022	rural	male	47	45-54	lowest	none	unemployed	9.8	0.9	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Kenya	2,024	rural	male	21	18-24	lowest	tertiary	unemployed	1.4	3	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Ethiopia	2,020	rural	male	65	55+	middle	tertiary	self_employed	13.9	3.4	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Mozambique	2,020	rural	female	52	45-54	fourth	primary	employed_formal	7.7	8.9	1	current	BCI	2	0	1,174.89	none	0	1	0	moderate_burden
Rwanda	2,023	rural	female	62	55+	highest	primary	self_employed	11.1	1.9	0	none	none	0	0	0	trust	0	0	0	moderate_burden
DRC	2,018	rural	male	34	25-34	middle	none	employed_informal	20.2	0.6	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Tanzania	2,025	rural	male	38	35-44	middle	primary	self_employed	45.9	1	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Rwanda	2,022	rural	female	67	55+	highest	secondary	employed_informal	6.6	2.9	1	salary_account	Bank of Kigali	2	0	1,565.19	none	0	0	0	moderate_burden
Malawi	2,023	rural	male	63	55+	highest	none	employed_informal	18.4	2.9	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Mozambique	2,018	urban	female	52	45-54	second	secondary	employed_formal	3.8	0.4	1	fixed_deposit	BCI	4	0	475.81	none	0	1	1	moderate_burden
Zambia	2,018	urban	male	55	45-54	fourth	tertiary	self_employed	6.4	2.6	1	current	Absa	0	7	0	none	0	0	0	moderate_burden
Ethiopia	2,018	rural	female	25	18-24	fourth	secondary	employed_informal	2.4	1.5	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Mali	2,022	rural	female	31	25-34	highest	primary	self_employed	0.9	1.2	1	savings	BMCD	1	0	1,088.16	none	0	0	0	moderate_burden
Mali	2,025	urban	female	39	35-44	fourth	none	employed_formal	11.8	0.3	1	salary_account	Ecobank	3	0	1,084.36	none	0	0	0	moderate_burden
Ghana	2,018	rural	male	34	25-34	second	primary	employed_informal	24.2	5.4	1	savings	Absa	3	0	625.95	none	0	0	0	moderate_burden
Zambia	2,025	rural	female	21	18-24	middle	tertiary	student	4.4	0.2	1	savings	Stanbic	1	0	589.49	none	0	0	0	moderate_burden
Nigeria	2,023	rural	male	29	25-34	lowest	primary	employed_informal	1.9	15.8	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Malawi	2,018	urban	female	59	55+	fourth	secondary	unemployed	5.9	1.5	1	current	Standard Bank	3	0	2,135.96	none	0	0	0	moderate_burden
Malawi	2,025	urban	male	26	25-34	lowest	primary	employed_informal	0.4	0	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Zambia	2,018	rural	female	23	18-24	middle	primary	employed_informal	0.6	2.2	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Rwanda	2,023	rural	male	62	55+	second	primary	unemployed	0.2	6.1	1	salary_account	Equity Bank	2	0	2,228	none	0	1	1	moderate_burden
Senegal	2,022	rural	female	50	45-54	lowest	secondary	self_employed	8.9	6.6	1	savings	CBAO	0	6	0	none	0	0	0	moderate_burden
DRC	2,025	rural	female	59	55+	middle	none	unemployed	1.2	2	0	none	none	0	0	0	other	0	0	0	moderate_burden
Nigeria	2,019	rural	male	51	45-54	fourth	none	employed_formal	8.5	2.2	1	fixed_deposit	Access Bank	0	21	0	none	0	1	0	moderate_burden
Tanzania	2,023	rural	female	69	55+	lowest	secondary	employed_informal	3.1	0.7	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Uganda	2,024	rural	female	20	18-24	second	primary	employed_formal	6.7	15.4	1	savings	KCB	2	0	721.31	none	0	0	0	moderate_burden
Senegal	2,021	urban	female	43	35-44	highest	secondary	employed_informal	5.1	2.9	1	savings	BHS	1	0	727.91	none	0	0	1	moderate_burden
Ghana	2,022	rural	male	59	55+	second	none	unemployed	1.6	10.4	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Ghana	2,025	rural	female	62	55+	middle	primary	self_employed	9.9	0.8	1	savings	Stanbic	0	17	0	none	0	1	1	moderate_burden
DRC	2,019	rural	female	38	35-44	fourth	none	unemployed	15.8	20.2	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Malawi	2,021	urban	male	24	18-24	highest	tertiary	student	6.6	4.5	1	savings	FDH Bank	2	0	1,175.76	none	1	0	0	moderate_burden
Niger	2,021	rural	female	50	45-54	highest	tertiary	employed_informal	13.8	5.7	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Niger	2,025	rural	female	41	35-44	second	secondary	student	22	21.4	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Malawi	2,024	rural	female	50	45-54	fourth	none	self_employed	4.1	38.5	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Nigeria	2,024	rural	male	42	35-44	lowest	secondary	unemployed	5.5	3.6	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Senegal	2,024	rural	female	53	45-54	middle	none	self_employed	13.4	14.1	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Rwanda	2,019	rural	female	36	35-44	lowest	secondary	employed_formal	0.2	0.8	1	current	I&M Bank	2	0	635.11	none	0	0	0	moderate_burden
Malawi	2,021	urban	female	47	45-54	second	primary	student	0.3	1.5	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Malawi	2,018	urban	male	29	25-34	middle	primary	unemployed	5	4.5	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Nigeria	2,024	urban	female	29	25-34	middle	none	self_employed	4.4	1.6	1	savings	Zenith Bank	2	0	228.42	none	0	0	0	moderate_burden
Niger	2,018	rural	female	38	35-44	lowest	secondary	employed_formal	5	5.3	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Nigeria	2,023	urban	male	48	45-54	fourth	tertiary	employed_informal	2	0.2	1	savings	Access Bank	0	15	0	none	0	1	0	moderate_burden
Nigeria	2,018	rural	male	25	18-24	lowest	secondary	student	0.9	9.9	1	savings	First Bank	1	0	394.96	none	0	1	0	moderate_burden
Rwanda	2,018	urban	male	64	55+	highest	primary	employed_informal	0.1	4	1	savings	I&M Bank	3	0	1,136.36	none	1	1	0	moderate_burden
Kenya	2,023	rural	female	49	45-54	middle	none	employed_informal	15.2	6.4	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Ethiopia	2,024	urban	female	53	45-54	second	tertiary	self_employed	2.2	0.8	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Ethiopia	2,022	rural	male	41	35-44	fourth	none	unemployed	3.1	5	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Mozambique	2,024	rural	female	27	25-34	lowest	primary	self_employed	16.3	4.3	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Ghana	2,022	urban	male	21	18-24	second	primary	unemployed	10.9	2.1	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Rwanda	2,022	rural	male	35	25-34	highest	primary	self_employed	11.8	18.8	1	savings	I&M Bank	3	0	1,000.09	none	0	0	0	moderate_burden
Zambia	2,022	rural	male	51	45-54	lowest	none	self_employed	20.2	0.3	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Mali	2,023	rural	female	56	55+	fourth	none	unemployed	8.9	1.4	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Niger	2,021	urban	male	47	45-54	highest	secondary	self_employed	0.6	0.1	1	current	Orabank	1	0	1,224.57	none	0	1	1	moderate_burden
Mozambique	2,023	urban	female	51	45-54	middle	none	unemployed	2.2	1	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Malawi	2,023	urban	male	64	55+	second	primary	unemployed	0.9	2.9	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Nigeria	2,020	urban	female	30	25-34	lowest	primary	employed_informal	1.1	0.7	1	savings	GTBank	4	0	118.54	none	0	0	0	moderate_burden
Ethiopia	2,024	rural	female	56	55+	lowest	primary	employed_informal	4.3	19.7	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Uganda	2,018	rural	female	31	25-34	second	secondary	employed_informal	16.1	1.9	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Tanzania	2,020	urban	female	38	35-44	fourth	none	self_employed	0.3	4.8	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Rwanda	2,024	urban	female	67	55+	second	primary	employed_informal	5.2	0.5	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Senegal	2,025	urban	female	73	55+	lowest	primary	self_employed	4.6	0.5	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
DRC	2,020	urban	female	55	45-54	fourth	none	employed_informal	0.3	3.1	0	none	none	0	0	0	religious	0	0	0	moderate_burden
Nigeria	2,019	rural	female	30	25-34	second	secondary	self_employed	42.3	3	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
DRC	2,024	rural	female	50	45-54	middle	tertiary	employed_informal	2.6	18.9	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Niger	2,024	rural	male	23	18-24	fourth	secondary	self_employed	9.8	1.4	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Niger	2,020	urban	male	55	45-54	fourth	secondary	student	3.3	1	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Mozambique	2,018	urban	female	43	35-44	highest	none	employed_formal	3	2.2	1	current	Standard Bank	0	11	0	none	0	1	1	moderate_burden
Ghana	2,025	rural	male	68	55+	lowest	secondary	self_employed	12.4	4.2	1	savings	Absa	2	0	180.14	none	1	0	0	moderate_burden
Uganda	2,023	urban	female	66	55+	fourth	primary	self_employed	3.9	0.3	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Senegal	2,019	urban	female	26	25-34	second	secondary	unemployed	0.9	3	0	none	none	0	0	0	documentation	0	0	0	moderate_burden
Senegal	2,018	urban	female	73	55+	lowest	secondary	employed_informal	3.4	0	0	none	none	0	0	0	trust	0	0	0	moderate_burden
Mali	2,023	rural	female	74	55+	middle	tertiary	employed_informal	13.3	2.2	0	none	none	0	0	0	cost	0	0	0	moderate_burden
Ethiopia	2,019	urban	female	25	18-24	middle	secondary	unemployed	2.7	0.1	1	current	Awash Bank	2	0	286.75	none	0	0	0	moderate_burden
Kenya	2,018	rural	male	52	45-54	middle	none	employed_informal	14.6	8.3	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Tanzania	2,019	urban	female	68	55+	lowest	primary	employed_formal	0.2	0.9	0	none	none	0	0	0	other	0	0	0	moderate_burden
Niger	2,018	urban	female	63	55+	lowest	secondary	employed_informal	5.3	2	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Ghana	2,018	urban	male	68	55+	second	primary	employed_informal	3.3	0.2	1	fixed_deposit	GCB	1	0	127.12	none	0	0	0	moderate_burden
Ethiopia	2,018	rural	female	58	55+	middle	primary	employed_informal	0.1	5	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Malawi	2,022	rural	male	67	55+	highest	none	self_employed	14.5	4.7	0	none	none	0	0	0	distance	0	0	0	moderate_burden
Tanzania	2,018	urban	male	31	25-34	fourth	secondary	employed_formal	3.5	9	1	savings	NBC	0	9	0	none	0	1	0	moderate_burden
Rwanda	2,022	rural	male	52	45-54	second	secondary	unemployed	42.6	0.6	0	none	none	0	0	0	trust	0	0	0	moderate_burden
DRC	2,021	urban	male	65	55+	highest	primary	student	0.4	1.7	1	salary_account	Equity BCDC	2	0	1,293.14	none	0	1	0	moderate_burden
Tanzania	2,019	urban	female	58	55+	middle	tertiary	student	3.5	0	1	current	CRDB	3	0	199.58	none	0	0	1	moderate_burden
Ghana	2,018	urban	female	71	55+	second	secondary	unemployed	11.3	0.6	1	fixed_deposit	Absa	0	6	0	none	1	1	1	moderate_burden
DRC	2,021	urban	male	71	55+	second	secondary	employed_informal	1.9	3.3	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Kenya	2,019	urban	male	23	18-24	middle	secondary	employed_formal	1.6	3	1	current	Cooperative Bank	1	0	332.07	none	0	0	0	moderate_burden
Senegal	2,024	urban	male	39	35-44	second	primary	employed_formal	5.4	1.3	0	none	none	0	0	0	no_need	0	0	0	moderate_burden
Ghana	2,024	rural	male	67	55+	lowest	none	employed_formal	0.7	3.4	1	savings	Absa	0	22	0	none	0	1	0	moderate_burden
Senegal	2,022	urban	male	45	35-44	highest	secondary	employed_informal	5.2	8.9	1	current	CBAO	1	0	1,193.31	none	0	1	0	moderate_burden
Ethiopia	2,023	urban	male	71	55+	second	none	unemployed	11.2	0.7	0	none	none	0	0	0	distance	0	0	0	moderate_burden

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.