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
Ethiopia	2,020	rural	female	49	45-54	highest	secondary	unemployed	2.8	3.9	1	current	Dashen Bank	2	0	2,220.96	none	0	0	0	low_burden
DRC	2,023	rural	male	20	18-24	middle	none	employed_formal	28.2	1.5	1	salary_account	BCDC	0	2	0	none	0	0	0	low_burden
Kenya	2,019	rural	male	43	35-44	middle	primary	employed_formal	13.4	8.8	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mozambique	2,018	urban	male	69	55+	second	secondary	self_employed	0.8	1	1	savings	BCI	1	0	944.73	none	1	0	0	low_burden
Senegal	2,023	urban	female	27	25-34	highest	secondary	unemployed	3.3	0.8	1	current	BHS	0	13	0	none	0	0	0	low_burden
Nigeria	2,024	urban	male	64	55+	middle	secondary	employed_informal	2.2	1.1	1	savings	UBA	1	0	362.87	none	0	0	0	low_burden
Tanzania	2,023	rural	female	43	35-44	second	secondary	employed_formal	8.2	34.6	1	current	Stanbic	0	7	0	none	0	0	0	low_burden
Senegal	2,024	urban	female	47	45-54	highest	primary	student	0.3	2.3	1	fixed_deposit	CBAO	0	10	0	none	0	0	0	low_burden
Tanzania	2,024	rural	male	54	45-54	second	primary	student	14.1	7.5	0	none	none	0	0	0	distance	0	0	0	low_burden
Uganda	2,022	rural	female	58	55+	second	primary	self_employed	5.8	4	0	none	none	0	0	0	cost	0	0	0	low_burden
Rwanda	2,022	rural	female	54	45-54	lowest	primary	unemployed	3.4	8.8	0	none	none	0	0	0	distance	0	0	0	low_burden
Niger	2,024	rural	male	23	18-24	lowest	primary	student	19.4	3.2	0	none	none	0	0	0	other	0	0	0	low_burden
Uganda	2,020	urban	male	34	25-34	fourth	secondary	self_employed	9.3	4.1	1	salary_account	Stanbic	4	0	207.83	none	0	1	1	low_burden
Tanzania	2,018	rural	male	66	55+	middle	primary	unemployed	71.3	12.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Ghana	2,024	urban	male	20	18-24	highest	none	self_employed	10.7	1.6	1	savings	Absa	3	0	1,905.85	none	0	0	0	low_burden
Rwanda	2,020	rural	female	58	55+	lowest	secondary	employed_informal	62.7	3.1	0	none	none	0	0	0	cost	0	0	0	low_burden
Niger	2,025	rural	female	47	45-54	middle	none	unemployed	6.7	6.9	0	none	none	0	0	0	documentation	0	0	0	low_burden
Niger	2,021	rural	female	24	18-24	fourth	tertiary	unemployed	15.1	13.9	0	none	none	0	0	0	documentation	0	0	0	low_burden
South Africa	2,024	rural	male	24	18-24	middle	primary	employed_informal	0.3	7.9	1	fixed_deposit	Absa	1	0	295.71	none	0	1	0	low_burden
Mali	2,018	urban	male	73	55+	middle	none	self_employed	2.2	0.4	0	none	none	0	0	0	no_need	0	0	0	low_burden
Tanzania	2,023	rural	male	19	18-24	middle	tertiary	unemployed	1.1	5.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
Uganda	2,021	rural	female	19	18-24	fourth	secondary	employed_informal	2.7	0.3	1	fixed_deposit	Equity Bank	2	0	952.87	none	0	1	0	low_burden
Rwanda	2,021	rural	male	18	18-24	highest	secondary	unemployed	15.8	10.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Mozambique	2,020	urban	female	53	45-54	second	primary	employed_formal	1.9	0.7	0	none	none	0	0	0	cost	0	0	0	low_burden
South Africa	2,025	urban	female	70	55+	second	primary	self_employed	4	0.6	1	savings	FNB	0	1	0	none	0	0	1	low_burden
Ghana	2,021	rural	male	27	25-34	middle	secondary	student	10.3	10	1	savings	Ecobank	1	0	254.9	none	1	1	1	low_burden
Ghana	2,024	urban	female	63	55+	second	primary	unemployed	9.8	0.2	1	current	GCB	0	6	0	none	0	1	0	low_burden
Kenya	2,021	rural	female	58	55+	lowest	secondary	unemployed	83.3	1.7	0	none	none	0	0	0	cost	0	0	0	low_burden
Nigeria	2,018	rural	female	31	25-34	highest	primary	unemployed	9.9	0.5	1	savings	Zenith Bank	0	4	0	none	0	0	0	low_burden
Senegal	2,025	rural	male	22	18-24	lowest	primary	self_employed	16.4	6.9	1	current	Société Générale	1	0	193.13	none	0	1	0	low_burden
Senegal	2,019	urban	male	45	35-44	lowest	none	self_employed	0.5	1.6	0	none	none	0	0	0	religious	0	0	0	low_burden
Ethiopia	2,020	rural	female	22	18-24	middle	secondary	employed_informal	35.9	3	0	none	none	0	0	0	cost	0	0	0	low_burden
Tanzania	2,024	urban	male	24	18-24	lowest	primary	self_employed	0.6	1.8	1	savings	NBC	2	0	490.97	none	0	0	0	low_burden
DRC	2,025	rural	female	44	35-44	lowest	tertiary	self_employed	13.7	1.8	0	none	none	0	0	0	no_need	0	0	0	low_burden
Malawi	2,025	rural	male	64	55+	lowest	primary	self_employed	7.1	15.3	0	none	none	0	0	0	distance	0	0	0	low_burden
DRC	2,021	urban	female	74	55+	lowest	primary	employed_informal	6.1	0.6	0	none	none	0	0	0	trust	0	0	0	low_burden
South Africa	2,024	urban	female	53	45-54	second	primary	employed_informal	1.7	1	1	savings	Capitec	2	0	327.79	none	0	0	1	low_burden
Tanzania	2,020	urban	male	33	25-34	fourth	secondary	employed_informal	5	0.4	1	savings	NBC	1	0	220.37	none	0	1	1	low_burden
Ghana	2,023	rural	male	36	35-44	second	secondary	employed_informal	26.3	8	1	savings	GCB	1	0	452.68	none	0	0	0	low_burden
South Africa	2,022	rural	female	52	45-54	second	primary	self_employed	1	0.3	1	savings	FNB	2	0	340.54	none	0	0	0	low_burden
Rwanda	2,018	urban	male	27	25-34	middle	primary	employed_formal	4.2	0	1	fixed_deposit	Ecobank	4	0	593	none	0	0	0	low_burden
Tanzania	2,021	urban	female	47	45-54	second	secondary	student	1.2	3.3	1	current	CRDB	0	6	0	none	0	1	1	low_burden
Rwanda	2,021	rural	female	61	55+	second	primary	employed_formal	9.4	0.2	1	savings	I&M Bank	1	0	730.09	none	1	0	0	low_burden
Zambia	2,020	urban	male	66	55+	second	secondary	unemployed	3.2	1	0	none	none	0	0	0	cost	0	0	0	low_burden
Mozambique	2,020	rural	female	21	18-24	second	secondary	employed_informal	1.8	28.7	0	none	none	0	0	0	cost	0	0	0	low_burden
Ghana	2,022	rural	female	34	25-34	second	primary	unemployed	12.5	4.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
South Africa	2,018	rural	female	32	25-34	lowest	secondary	unemployed	14.7	0.4	0	none	none	0	0	0	documentation	0	0	0	low_burden
South Africa	2,019	rural	male	49	45-54	highest	secondary	student	23.2	13.9	1	current	Nedbank	3	0	1,090.68	none	0	0	0	low_burden
Nigeria	2,024	rural	male	28	25-34	highest	none	unemployed	44.3	31.9	0	none	none	0	0	0	distance	0	0	0	low_burden
Nigeria	2,020	rural	male	72	55+	highest	primary	unemployed	14.5	1.6	0	none	none	0	0	0	religious	0	0	0	low_burden
Zambia	2,022	urban	female	70	55+	lowest	primary	employed_informal	0.2	0.7	0	none	none	0	0	0	no_need	0	0	0	low_burden
Kenya	2,022	urban	female	36	35-44	fourth	secondary	self_employed	1.8	1.1	1	savings	NCBA	1	0	654.7	none	0	0	0	low_burden
Tanzania	2,022	rural	female	41	35-44	middle	secondary	employed_informal	6	4.5	0	none	none	0	0	0	distance	0	0	0	low_burden
Malawi	2,021	urban	male	43	35-44	lowest	primary	unemployed	0	3.3	1	savings	National Bank	2	0	80.73	none	0	0	0	low_burden
South Africa	2,021	rural	female	20	18-24	highest	primary	unemployed	11.1	0.1	1	savings	Capitec	1	0	1,937.77	none	0	0	0	low_burden
South Africa	2,024	rural	female	68	55+	fourth	none	employed_informal	2.1	34.5	1	savings	Absa	4	0	942.3	none	0	0	0	low_burden
Nigeria	2,025	rural	female	62	55+	lowest	none	self_employed	3.4	8.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Mozambique	2,020	urban	male	36	35-44	highest	primary	employed_informal	0.4	0.3	1	savings	BCI	3	0	1,348.61	none	0	1	1	low_burden
Uganda	2,023	rural	female	49	45-54	lowest	none	self_employed	3.4	1.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mali	2,025	rural	male	39	35-44	second	none	self_employed	51	10.8	0	none	none	0	0	0	no_need	0	0	0	low_burden
DRC	2,018	urban	male	31	25-34	lowest	secondary	self_employed	1.7	0.8	1	current	Equity BCDC	1	0	334.38	none	1	0	1	low_burden
Mozambique	2,024	rural	female	35	25-34	lowest	secondary	unemployed	20.2	2.3	0	none	none	0	0	0	cost	0	0	0	low_burden
Ghana	2,021	rural	female	24	18-24	highest	none	employed_informal	1.9	0.8	1	salary_account	Fidelity	0	11	0	none	0	1	0	low_burden
Mozambique	2,025	rural	male	64	55+	middle	secondary	unemployed	37.8	2.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Uganda	2,022	rural	female	55	45-54	second	none	unemployed	38.8	1	0	none	none	0	0	0	no_need	0	0	0	low_burden
Zambia	2,024	urban	female	71	55+	fourth	primary	employed_informal	3.4	1.4	1	savings	Stanbic	2	0	359.69	none	0	1	0	low_burden
Zambia	2,019	rural	male	18	18-24	highest	tertiary	employed_informal	21.2	11.4	1	savings	Stanbic	0	6	0	none	0	0	0	low_burden
Tanzania	2,019	rural	female	53	45-54	highest	secondary	employed_formal	11.9	18.5	1	current	Stanbic	0	19	0	none	0	1	0	low_burden
Kenya	2,025	urban	male	49	45-54	highest	none	self_employed	6.8	0.2	1	fixed_deposit	KCB	1	0	1,837.51	none	1	0	1	low_burden
Mali	2,022	rural	male	53	45-54	highest	primary	unemployed	32	1.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Ethiopia	2,022	urban	male	74	55+	middle	secondary	employed_formal	3.2	2.3	0	none	none	0	0	0	religious	0	0	0	low_burden
Rwanda	2,019	urban	female	40	35-44	second	primary	employed_formal	4.4	3.9	0	none	none	0	0	0	cost	0	0	0	low_burden
Malawi	2,019	rural	male	26	25-34	highest	tertiary	self_employed	18.6	4.4	1	savings	National Bank	1	0	2,685.16	none	0	1	0	low_burden
Ethiopia	2,024	urban	male	18	18-24	lowest	primary	employed_informal	5	0.1	1	fixed_deposit	Dashen Bank	3	0	119.22	none	0	0	1	low_burden
Mozambique	2,020	rural	female	46	45-54	lowest	none	employed_informal	2.6	3.4	0	none	none	0	0	0	trust	0	0	0	low_burden
Uganda	2,022	urban	female	27	25-34	second	secondary	self_employed	4.3	1.7	0	none	none	0	0	0	cost	0	0	0	low_burden
Mali	2,020	rural	female	26	25-34	second	secondary	employed_informal	1.4	5.8	0	none	none	0	0	0	no_need	0	0	0	low_burden
Mali	2,020	urban	female	26	25-34	middle	primary	unemployed	2.4	0.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Ethiopia	2,019	rural	male	33	25-34	highest	tertiary	employed_informal	23.1	8	1	salary_account	Commercial Bank of Ethiopia	0	11	0	none	1	0	0	low_burden
Ghana	2,025	urban	male	24	18-24	middle	tertiary	self_employed	5.6	0.4	0	none	none	0	0	0	documentation	0	0	0	low_burden
Kenya	2,025	rural	female	45	35-44	middle	none	employed_informal	4.1	5.2	0	none	none	0	0	0	no_need	0	0	0	low_burden
South Africa	2,018	urban	female	55	45-54	second	none	employed_informal	0.9	0.6	1	savings	FNB	1	0	111.7	none	0	1	0	low_burden
South Africa	2,020	urban	male	34	25-34	fourth	primary	self_employed	5.2	0.9	1	savings	Capitec	2	0	212.37	none	0	0	0	low_burden
Ghana	2,022	rural	male	25	18-24	lowest	secondary	unemployed	1.3	1.3	0	none	none	0	0	0	distance	0	0	0	low_burden
Kenya	2,021	rural	male	50	45-54	lowest	secondary	student	6.7	6.7	1	current	KCB	2	0	208.28	none	0	1	0	low_burden
Uganda	2,023	rural	male	22	18-24	middle	primary	employed_formal	16.3	9.4	0	none	none	0	0	0	documentation	0	0	0	low_burden
Uganda	2,020	urban	female	60	55+	middle	tertiary	self_employed	1.7	1.5	1	savings	Equity Bank	1	0	1,938.81	none	0	0	0	low_burden
DRC	2,018	urban	female	39	35-44	second	primary	self_employed	4	0.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mozambique	2,020	rural	male	41	35-44	second	secondary	employed_formal	4.3	12.1	0	none	none	0	0	0	distance	0	0	0	low_burden
Nigeria	2,022	rural	female	32	25-34	lowest	secondary	unemployed	3	0.8	0	none	none	0	0	0	other	0	0	0	low_burden
Mali	2,019	urban	female	34	25-34	fourth	none	employed_informal	1.6	3.4	0	none	none	0	0	0	trust	0	0	0	low_burden
Nigeria	2,024	rural	male	26	25-34	second	primary	unemployed	44	10.4	0	none	none	0	0	0	distance	0	0	0	low_burden
Ethiopia	2,018	rural	male	49	45-54	second	primary	self_employed	11.9	8.2	0	none	none	0	0	0	documentation	0	0	0	low_burden
Senegal	2,018	rural	female	26	25-34	highest	tertiary	employed_informal	17.9	9.9	1	savings	CBAO	0	6	0	none	0	0	0	low_burden
Niger	2,022	urban	male	56	55+	fourth	primary	unemployed	3.8	0.7	0	none	none	0	0	0	distance	0	0	0	low_burden
Mozambique	2,022	rural	female	32	25-34	lowest	secondary	employed_informal	13.9	0.9	0	none	none	0	0	0	no_need	0	0	0	low_burden
Kenya	2,020	urban	female	50	45-54	middle	primary	unemployed	3.5	1.8	1	fixed_deposit	Cooperative Bank	1	0	307	none	0	0	0	low_burden
Nigeria	2,020	rural	female	48	45-54	lowest	primary	unemployed	1.3	15.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Tanzania	2,018	urban	female	54	45-54	lowest	tertiary	self_employed	0.2	1.1	1	current	Absa	3	0	263.93	none	0	0	1	low_burden
Tanzania	2,023	rural	female	61	55+	fourth	primary	employed_informal	14.1	6.3	0	none	none	0	0	0	documentation	0	0	0	low_burden

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