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
South Africa	2,021	rural	female	49	45-54	lowest	secondary	self_employed	48.8	0.1	0	none	none	0	0	0	cost	0	0	0	low_burden
Mali	2,018	rural	male	66	55+	second	primary	self_employed	3	11.5	0	none	none	0	0	0	trust	0	0	0	low_burden
Tanzania	2,021	urban	female	32	25-34	highest	none	self_employed	1.9	0.2	1	current	Stanbic	1	0	238.49	none	0	0	0	low_burden
South Africa	2,025	urban	female	60	55+	fourth	none	self_employed	1.8	0.1	1	current	Standard Bank	1	0	1,111.24	none	0	0	0	low_burden
Zambia	2,020	rural	female	37	35-44	highest	primary	employed_informal	6.3	9	0	none	none	0	0	0	religious	0	0	0	low_burden
Zambia	2,025	rural	female	53	45-54	highest	secondary	unemployed	17	12.2	0	none	none	0	0	0	trust	0	0	0	low_burden
Malawi	2,020	rural	male	46	45-54	second	primary	unemployed	74.3	5.5	0	none	none	0	0	0	no_need	0	0	0	low_burden
Nigeria	2,019	urban	female	69	55+	middle	primary	unemployed	10.4	0.3	1	savings	Zenith Bank	4	0	209.32	none	0	0	0	low_burden
South Africa	2,020	rural	female	33	25-34	second	none	employed_informal	23.8	1.2	0	none	none	0	0	0	no_need	0	0	0	low_burden
Kenya	2,020	urban	female	47	45-54	fourth	secondary	self_employed	3	6.7	1	current	Stanbic	0	15	0	none	0	0	0	low_burden
Nigeria	2,018	urban	female	27	25-34	second	secondary	self_employed	5.1	2.7	1	fixed_deposit	GTBank	3	0	244.68	none	0	0	0	low_burden
Ghana	2,022	urban	female	54	45-54	lowest	secondary	unemployed	0.1	0.9	0	none	none	0	0	0	other	0	0	0	low_burden
Tanzania	2,020	rural	female	20	18-24	lowest	tertiary	unemployed	7	6.6	0	none	none	0	0	0	documentation	0	0	0	low_burden
Uganda	2,023	urban	male	41	35-44	fourth	none	unemployed	3	0.1	0	none	none	0	0	0	cost	0	0	0	low_burden
Kenya	2,021	urban	male	18	18-24	lowest	none	employed_informal	0.3	0.5	0	none	none	0	0	0	distance	0	0	0	low_burden
Niger	2,021	rural	female	36	35-44	middle	secondary	unemployed	19	2.4	0	none	none	0	0	0	no_need	0	0	0	low_burden
South Africa	2,021	rural	female	45	35-44	highest	primary	unemployed	2.5	4.2	1	current	Standard Bank	2	0	1,768.17	none	1	0	0	low_burden
Uganda	2,019	urban	female	36	35-44	fourth	secondary	employed_informal	7.7	0.8	0	none	none	0	0	0	documentation	0	0	0	low_burden
Tanzania	2,023	urban	male	39	35-44	second	secondary	employed_formal	0.2	6	1	savings	NMB	1	0	88.76	none	0	0	0	low_burden
Zambia	2,018	rural	male	26	25-34	lowest	none	employed_formal	11.5	0.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mozambique	2,023	urban	male	58	55+	highest	tertiary	self_employed	2.4	2.4	1	current	Moza Banco	4	0	20,560.38	none	0	0	0	low_burden
Niger	2,025	urban	female	63	55+	middle	none	employed_informal	6.1	2.2	0	none	none	0	0	0	religious	0	0	0	low_burden
Mali	2,024	rural	female	43	35-44	second	secondary	employed_informal	30	11.2	0	none	none	0	0	0	cost	0	0	0	low_burden
Senegal	2,021	urban	female	21	18-24	highest	primary	self_employed	2.1	3.3	1	current	Ecobank	0	21	0	none	0	0	1	low_burden
Malawi	2,020	rural	male	21	18-24	lowest	secondary	unemployed	2.7	12.6	0	none	none	0	0	0	trust	0	0	0	low_burden
Nigeria	2,024	urban	female	56	55+	second	none	unemployed	1.4	1.1	0	none	none	0	0	0	trust	0	0	0	low_burden
DRC	2,020	urban	female	70	55+	lowest	tertiary	unemployed	3.4	0	0	none	none	0	0	0	other	0	0	0	low_burden
DRC	2,021	urban	male	67	55+	lowest	tertiary	unemployed	1.5	1	0	none	none	0	0	0	religious	0	0	0	low_burden
Kenya	2,024	urban	female	41	35-44	second	secondary	self_employed	0.4	0.6	1	savings	Cooperative Bank	3	0	206.51	none	1	1	0	low_burden
Niger	2,025	urban	female	46	45-54	fourth	secondary	unemployed	1.9	2.8	1	savings	Sonibank	0	12	0	none	1	1	0	low_burden
Uganda	2,025	urban	male	27	25-34	second	secondary	employed_informal	1.2	0.9	0	none	none	0	0	0	cost	0	0	0	low_burden
Mali	2,018	rural	male	22	18-24	fourth	secondary	unemployed	1.8	1.3	0	none	none	0	0	0	distance	0	0	0	low_burden
DRC	2,025	rural	female	61	55+	fourth	secondary	unemployed	12.7	8.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Uganda	2,018	urban	female	42	35-44	highest	secondary	unemployed	0.5	2.4	1	savings	Equity Bank	1	0	2,697.86	none	0	0	1	low_burden
Malawi	2,022	rural	female	46	45-54	lowest	tertiary	self_employed	38.1	1.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
Uganda	2,025	rural	female	37	35-44	fourth	secondary	employed_informal	60.4	8.4	1	savings	KCB	0	24	0	none	0	1	0	low_burden
Senegal	2,023	rural	male	35	25-34	lowest	primary	employed_informal	4.3	0.8	1	savings	CBAO	1	0	607.13	none	0	0	1	low_burden
Mozambique	2,025	urban	female	74	55+	fourth	tertiary	employed_formal	1	0.4	1	savings	BCI	0	9	0	none	0	1	0	low_burden
Uganda	2,020	urban	female	64	55+	second	primary	employed_formal	1.5	1.1	1	savings	Centenary	1	0	423.76	none	0	1	1	low_burden
Ethiopia	2,020	urban	male	57	55+	fourth	none	employed_informal	4.6	0.1	0	none	none	0	0	0	no_need	0	0	0	low_burden
South Africa	2,020	urban	female	40	35-44	lowest	tertiary	employed_formal	4.6	0.2	1	savings	Absa	0	12	0	none	0	0	0	low_burden
Tanzania	2,020	urban	male	59	55+	middle	primary	unemployed	0	1.2	1	current	NMB	1	0	187.25	none	0	1	0	low_burden
Uganda	2,023	rural	male	37	35-44	lowest	none	self_employed	8.3	16	0	none	none	0	0	0	distance	0	0	0	low_burden
Zambia	2,021	rural	male	47	45-54	lowest	secondary	unemployed	11.1	2.4	0	none	none	0	0	0	religious	0	0	0	low_burden
Zambia	2,023	urban	female	26	25-34	middle	secondary	self_employed	1.6	1.5	1	current	Absa	0	11	0	none	0	0	0	low_burden
Rwanda	2,021	rural	male	58	55+	second	none	employed_informal	0.4	0.1	1	current	Bank of Kigali	2	0	363.86	none	0	0	1	low_burden
Tanzania	2,020	urban	male	21	18-24	fourth	primary	employed_informal	0.6	1.2	1	current	NMB	2	0	189.52	none	0	0	0	low_burden
South Africa	2,019	rural	female	59	55+	fourth	none	unemployed	25.5	3.5	0	none	none	0	0	0	religious	0	0	0	low_burden
Zambia	2,022	rural	male	52	45-54	middle	primary	employed_formal	7.5	7.2	1	savings	Absa	2	0	383.68	none	0	0	0	low_burden
Tanzania	2,025	urban	female	21	18-24	fourth	primary	unemployed	1.8	0.8	1	current	Absa	2	0	3,153.04	none	1	1	1	low_burden
South Africa	2,024	rural	female	46	45-54	fourth	none	employed_informal	2.9	7.1	1	current	Absa	0	24	0	none	0	1	0	low_burden
Mozambique	2,020	rural	male	30	25-34	highest	tertiary	employed_informal	1	7	1	current	BCI	0	18	0	none	0	0	0	low_burden
Zambia	2,021	rural	male	45	35-44	lowest	secondary	employed_formal	26	0.7	1	current	Zanaco	2	0	59.48	none	0	0	0	low_burden
Kenya	2,023	rural	female	18	18-24	middle	secondary	self_employed	7.2	10.3	0	none	none	0	0	0	trust	0	0	0	low_burden
Senegal	2,022	rural	male	59	55+	fourth	tertiary	employed_formal	7	14.3	1	savings	Société Générale	1	0	426.35	none	0	1	1	low_burden
Senegal	2,018	urban	male	47	45-54	lowest	tertiary	unemployed	7.6	3.2	0	none	none	0	0	0	religious	0	0	0	low_burden
Nigeria	2,022	urban	female	38	35-44	second	secondary	employed_formal	2.1	0.7	1	current	Zenith Bank	2	0	1,476.59	none	0	0	1	low_burden
Rwanda	2,018	rural	female	67	55+	second	primary	employed_informal	11.6	5	0	none	none	0	0	0	cost	0	0	0	low_burden
DRC	2,018	urban	female	54	45-54	middle	secondary	employed_formal	0	1	1	current	BCDC	0	14	0	none	0	0	0	low_burden
Uganda	2,023	rural	female	52	45-54	second	secondary	student	13.4	2.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Niger	2,018	rural	female	26	25-34	middle	primary	self_employed	22.9	0.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Nigeria	2,020	urban	female	46	45-54	middle	primary	self_employed	5.8	0.9	1	savings	GTBank	1	0	434.94	none	0	1	0	low_burden
Mali	2,022	urban	female	57	55+	middle	primary	self_employed	1.6	2.6	1	savings	BDM	1	0	244.61	none	0	1	1	low_burden
Malawi	2,023	rural	female	70	55+	second	primary	unemployed	13.3	4.7	0	none	none	0	0	0	no_need	0	0	0	low_burden
Kenya	2,021	urban	female	52	45-54	fourth	secondary	employed_formal	7.4	4.4	1	savings	KCB	2	0	1,125.49	none	1	0	1	low_burden
South Africa	2,018	urban	female	27	25-34	middle	primary	unemployed	0.9	4.4	1	savings	Nedbank	3	0	343.63	none	1	1	1	low_burden
Nigeria	2,024	urban	male	56	55+	lowest	primary	unemployed	0.6	1.1	1	salary_account	First Bank	2	0	20.94	none	0	0	0	low_burden
Senegal	2,025	rural	female	22	18-24	lowest	none	employed_formal	23.2	1.3	0	none	none	0	0	0	other	0	0	0	low_burden
Nigeria	2,025	rural	female	35	25-34	second	tertiary	employed_formal	41.8	6.9	0	none	none	0	0	0	no_need	0	0	0	low_burden
Mozambique	2,023	urban	male	70	55+	highest	primary	self_employed	5	1	1	current	BCI	2	0	559.05	none	0	1	0	low_burden
Mali	2,021	rural	male	63	55+	second	primary	employed_formal	12.2	3.5	0	none	none	0	0	0	cost	0	0	0	low_burden
DRC	2,025	urban	female	69	55+	lowest	secondary	employed_informal	7	0.7	0	none	none	0	0	0	other	0	0	0	low_burden
Malawi	2,021	rural	male	38	35-44	lowest	secondary	employed_informal	26.2	3.9	0	none	none	0	0	0	no_need	0	0	0	low_burden
Zambia	2,019	urban	male	56	55+	lowest	secondary	employed_informal	1.4	1.5	1	savings	Stanbic	2	0	953.56	none	0	1	0	low_burden
Rwanda	2,024	rural	male	57	55+	second	secondary	unemployed	2.5	0.2	1	savings	Equity Bank	3	0	435.77	none	0	1	0	low_burden
Mali	2,020	rural	male	32	25-34	fourth	primary	self_employed	18.2	0.1	0	none	none	0	0	0	cost	0	0	0	low_burden
DRC	2,025	rural	female	71	55+	second	tertiary	self_employed	4.5	7.8	0	none	none	0	0	0	distance	0	0	0	low_burden
Kenya	2,020	urban	male	73	55+	fourth	secondary	self_employed	2.8	0.9	1	current	Cooperative Bank	3	0	2,658.61	none	0	0	0	low_burden
Rwanda	2,024	rural	male	24	18-24	lowest	secondary	employed_informal	46.1	25.6	0	none	none	0	0	0	other	0	0	0	low_burden
Uganda	2,022	rural	female	61	55+	second	none	self_employed	15.3	0	0	none	none	0	0	0	distance	0	0	0	low_burden
Tanzania	2,021	rural	male	43	35-44	fourth	secondary	unemployed	0.1	6.7	1	current	Absa	0	9	0	none	0	1	0	low_burden
DRC	2,020	rural	male	56	55+	fourth	primary	employed_informal	29.1	18.1	0	none	none	0	0	0	other	0	0	0	low_burden
Ghana	2,024	rural	female	49	45-54	highest	primary	self_employed	17.1	1.3	1	savings	Fidelity	0	2	0	none	0	0	0	low_burden
Mali	2,018	urban	female	30	25-34	second	secondary	unemployed	1	1.2	0	none	none	0	0	0	distance	0	0	0	low_burden
Malawi	2,021	rural	female	23	18-24	middle	secondary	self_employed	19.2	11.6	0	none	none	0	0	0	documentation	0	0	0	low_burden
Ghana	2,020	urban	female	47	45-54	fourth	primary	employed_informal	1.7	1.1	1	savings	Ecobank	3	0	361.86	none	0	1	0	low_burden
Ethiopia	2,022	rural	female	65	55+	lowest	tertiary	employed_formal	12.8	9.1	0	none	none	0	0	0	cost	0	0	0	low_burden
Zambia	2,020	urban	male	64	55+	fourth	primary	self_employed	4.2	2.2	1	salary_account	Stanbic	2	0	788.85	none	0	0	0	low_burden
Mali	2,023	urban	female	33	25-34	second	secondary	unemployed	2.1	0.7	0	none	none	0	0	0	cost	0	0	0	low_burden
Rwanda	2,021	rural	female	67	55+	lowest	none	unemployed	21.2	8.1	0	none	none	0	0	0	trust	0	0	0	low_burden
Mozambique	2,019	rural	male	38	35-44	fourth	primary	unemployed	5.1	1.2	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mozambique	2,019	rural	female	50	45-54	fourth	tertiary	employed_formal	15.9	4.9	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mali	2,023	rural	male	36	35-44	highest	none	unemployed	19.6	13.2	0	none	none	0	0	0	no_need	0	0	0	low_burden
Rwanda	2,020	urban	female	47	45-54	highest	tertiary	self_employed	2.9	0.8	1	savings	Bank of Kigali	1	0	1,450.25	none	0	1	0	low_burden
Tanzania	2,020	urban	female	48	45-54	second	primary	student	10.4	3.8	1	savings	Stanbic	2	0	216.32	none	0	0	0	low_burden
Malawi	2,023	urban	female	57	55+	middle	secondary	unemployed	0.1	0.7	0	none	none	0	0	0	cost	0	0	0	low_burden
Uganda	2,020	rural	male	44	35-44	highest	none	self_employed	15.6	17.7	0	none	none	0	0	0	documentation	0	0	0	low_burden
Ethiopia	2,021	rural	female	48	45-54	lowest	secondary	self_employed	4.6	1.9	0	none	none	0	0	0	no_need	0	0	0	low_burden
Mozambique	2,019	rural	female	55	45-54	middle	tertiary	self_employed	29.5	6.7	0	none	none	0	0	0	no_need	0	0	0	low_burden
Malawi	2,020	rural	male	41	35-44	highest	secondary	employed_informal	22.9	27.3	0	none	none	0	0	0	no_need	0	0	0	low_burden

Subsets and Splits

No community queries yet

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