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	2,023	urban	male	60	55+	middle	secondary	unemployed	9.8	0.3	1	salary_account	Commercial Bank of Ethiopia	1	0	474.57	none	0	0	1	low_burden
Mozambique	2,023	rural	female	26	25-34	highest	primary	student	0.5	2.1	0	none	none	0	0	0	cost	0	0	0	low_burden
Zambia	2,020	urban	male	73	55+	highest	primary	employed_informal	2.1	3.2	1	salary_account	Absa	0	17	0	none	0	0	1	low_burden
Niger	2,019	rural	female	42	35-44	fourth	none	self_employed	16.1	4.2	0	none	none	0	0	0	no_need	0	0	0	low_burden
Malawi	2,020	rural	male	68	55+	highest	none	employed_formal	8.6	8	1	savings	FDH Bank	0	23	0	none	0	0	0	low_burden
Ghana	2,024	rural	male	41	35-44	lowest	primary	unemployed	0.2	19.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Mali	2,025	urban	male	41	35-44	fourth	secondary	employed_informal	2.5	1.4	1	savings	Ecobank	3	0	795.62	none	0	1	0	low_burden
South Africa	2,025	urban	male	52	45-54	highest	tertiary	unemployed	1.2	1.4	1	savings	Absa	3	0	1,923.44	none	0	1	0	low_burden
Ghana	2,019	rural	female	28	25-34	lowest	none	employed_formal	25.5	3.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mali	2,022	urban	female	52	45-54	lowest	none	unemployed	2	0.1	0	none	none	0	0	0	no_need	0	0	0	low_burden
Ghana	2,019	rural	male	74	55+	fourth	none	employed_informal	5.4	8.8	1	savings	GCB	0	24	0	none	1	1	0	low_burden
Niger	2,023	urban	female	54	45-54	middle	secondary	unemployed	0.3	2.9	0	none	none	0	0	0	distance	0	0	0	low_burden
Mali	2,021	rural	female	21	18-24	lowest	primary	employed_informal	37	15.2	0	none	none	0	0	0	trust	0	0	0	low_burden
Malawi	2,023	urban	female	57	55+	second	primary	unemployed	1.4	0.4	0	none	none	0	0	0	documentation	0	0	0	low_burden
Mali	2,023	rural	male	19	18-24	second	tertiary	employed_formal	15.3	2.5	1	savings	Coris Bank	1	0	210.89	none	0	1	0	low_burden
Tanzania	2,025	urban	male	23	18-24	second	tertiary	self_employed	0.6	1.1	1	savings	Absa	0	6	0	none	0	0	0	low_burden
Uganda	2,021	rural	female	34	25-34	highest	secondary	unemployed	10.6	17.8	0	none	none	0	0	0	distance	0	0	0	low_burden
Uganda	2,020	urban	female	35	25-34	middle	none	employed_informal	0.3	0.3	0	none	none	0	0	0	no_need	0	0	0	low_burden
Malawi	2,022	rural	male	18	18-24	fourth	primary	employed_informal	2.6	3.2	0	none	none	0	0	0	no_need	0	0	0	low_burden
Mozambique	2,019	rural	female	18	18-24	lowest	primary	employed_informal	4	0.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Uganda	2,018	urban	male	62	55+	second	secondary	employed_informal	0.6	0.3	0	none	none	0	0	0	religious	0	0	0	low_burden
Malawi	2,022	urban	female	43	35-44	second	secondary	self_employed	0	0.1	1	fixed_deposit	Standard Bank	0	11	0	none	0	1	0	low_burden
Niger	2,024	urban	male	29	25-34	highest	none	employed_formal	1.3	0.1	1	savings	BAK	1	0	3,978.24	none	0	0	0	low_burden
Ghana	2,022	urban	female	42	35-44	highest	tertiary	employed_formal	1.9	0.7	1	savings	Stanbic	1	0	5,181.41	none	0	1	1	low_burden
Niger	2,024	urban	male	57	55+	second	primary	employed_informal	0.8	3.4	0	none	none	0	0	0	documentation	0	0	0	low_burden
Tanzania	2,019	rural	male	59	55+	highest	secondary	employed_informal	14.9	8.2	1	current	NBC	2	0	1,085.5	none	0	1	1	low_burden
DRC	2,021	rural	female	34	25-34	lowest	none	employed_informal	13.5	4.3	0	none	none	0	0	0	no_need	0	0	0	low_burden
Senegal	2,022	urban	male	27	25-34	second	primary	unemployed	4.2	1	0	none	none	0	0	0	religious	0	0	0	low_burden
Senegal	2,020	rural	female	72	55+	fourth	none	employed_formal	45.5	27.6	0	none	none	0	0	0	documentation	0	0	0	low_burden
Nigeria	2,018	urban	female	53	45-54	second	secondary	student	4.2	0.4	1	savings	Access Bank	4	0	131.58	none	0	1	1	low_burden
Malawi	2,018	rural	male	74	55+	highest	none	unemployed	19.5	6.4	0	none	none	0	0	0	distance	0	0	0	low_burden
DRC	2,025	urban	male	35	25-34	lowest	primary	employed_informal	3.3	0.4	1	salary_account	Equity BCDC	0	15	0	none	1	1	0	low_burden
Kenya	2,022	rural	female	24	18-24	fourth	secondary	unemployed	24.6	5.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Mali	2,020	rural	female	39	35-44	lowest	secondary	self_employed	3.7	5	0	none	none	0	0	0	no_need	0	0	0	low_burden
Zambia	2,020	urban	female	36	35-44	lowest	secondary	self_employed	3.8	3.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Niger	2,018	urban	male	58	55+	second	secondary	employed_informal	0.9	1.1	1	savings	Orabank	1	0	114.25	none	0	0	1	low_burden
Rwanda	2,025	urban	female	58	55+	highest	secondary	self_employed	0.3	1.8	1	savings	Ecobank	2	0	2,295.21	none	0	0	0	low_burden
Malawi	2,018	rural	female	22	18-24	middle	secondary	employed_formal	7.4	3	0	none	none	0	0	0	cost	0	0	0	low_burden
Tanzania	2,024	rural	female	51	45-54	middle	primary	self_employed	1.9	15.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
Rwanda	2,019	rural	male	37	35-44	lowest	none	employed_formal	0.1	11.2	0	none	none	0	0	0	religious	0	0	0	low_burden
Nigeria	2,020	rural	male	53	45-54	lowest	primary	self_employed	1.2	0.4	1	savings	First Bank	1	0	294.38	none	0	0	1	low_burden
Senegal	2,020	rural	female	40	35-44	lowest	none	self_employed	11.4	21.1	0	none	none	0	0	0	trust	0	0	0	low_burden
Uganda	2,024	rural	female	48	45-54	fourth	primary	employed_informal	7.4	1.9	0	none	none	0	0	0	cost	0	0	0	low_burden
Rwanda	2,018	rural	male	58	55+	lowest	primary	employed_informal	3.5	2.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Rwanda	2,020	rural	female	34	25-34	second	none	unemployed	36	24.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Uganda	2,020	urban	male	29	25-34	middle	secondary	employed_informal	0.1	5.6	1	savings	Equity Bank	0	22	0	none	0	1	0	low_burden
Mali	2,020	rural	male	58	55+	middle	secondary	employed_formal	37	3.4	0	none	none	0	0	0	distance	0	0	0	low_burden
Malawi	2,019	urban	male	72	55+	second	secondary	employed_informal	2	1.3	0	none	none	0	0	0	other	0	0	0	low_burden
Mali	2,025	urban	male	43	35-44	lowest	tertiary	student	2.1	1.9	0	none	none	0	0	0	no_need	0	0	0	low_burden
Kenya	2,021	rural	male	74	55+	second	primary	unemployed	0.7	2.1	0	none	none	0	0	0	distance	0	0	0	low_burden
Nigeria	2,021	urban	male	28	25-34	fourth	primary	self_employed	2.1	1.2	1	savings	Access Bank	0	8	0	none	0	1	0	low_burden
Zambia	2,021	urban	male	64	55+	lowest	primary	unemployed	1.9	2.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Nigeria	2,025	urban	female	74	55+	fourth	secondary	self_employed	5.3	1.8	1	salary_account	Access Bank	2	0	1,143.61	none	1	0	1	low_burden
Tanzania	2,020	rural	female	35	25-34	lowest	primary	unemployed	4.1	2.1	0	none	none	0	0	0	documentation	0	0	0	low_burden
Rwanda	2,020	rural	female	26	25-34	highest	tertiary	self_employed	8.5	10.1	1	fixed_deposit	Bank of Kigali	0	19	0	none	0	0	1	low_burden
Nigeria	2,020	urban	male	55	45-54	highest	primary	unemployed	9.4	2.4	1	salary_account	GTBank	0	21	0	none	1	0	0	low_burden
Niger	2,020	urban	female	67	55+	lowest	primary	self_employed	1.8	0.5	0	none	none	0	0	0	no_need	0	0	0	low_burden
Uganda	2,018	rural	male	22	18-24	second	secondary	employed_informal	45.1	34.1	0	none	none	0	0	0	trust	0	0	0	low_burden
Nigeria	2,022	rural	female	54	45-54	second	primary	employed_formal	8.7	0.9	1	current	Access Bank	2	0	498.07	none	0	0	0	low_burden
Senegal	2,018	urban	female	67	55+	fourth	secondary	employed_formal	2.3	0	1	savings	CBAO	1	0	523.17	none	0	1	0	low_burden
Mali	2,019	rural	male	19	18-24	middle	secondary	self_employed	8.7	12.2	0	none	none	0	0	0	cost	0	0	0	low_burden
Nigeria	2,019	rural	male	47	45-54	middle	secondary	student	1.2	1.8	1	salary_account	Access Bank	3	0	101.75	none	0	0	1	low_burden
Tanzania	2,020	urban	female	22	18-24	lowest	secondary	unemployed	3.8	1.2	0	none	none	0	0	0	cost	0	0	0	low_burden
Mozambique	2,024	rural	female	28	25-34	lowest	primary	unemployed	1.3	0.2	0	none	none	0	0	0	distance	0	0	0	low_burden
South Africa	2,022	rural	female	45	35-44	fourth	primary	self_employed	17	4.2	0	none	none	0	0	0	distance	0	0	0	low_burden
Senegal	2,025	rural	female	36	35-44	middle	secondary	student	62.8	11.4	1	current	BHS	1	0	335.89	none	1	0	0	low_burden
Malawi	2,020	rural	female	22	18-24	fourth	primary	unemployed	6	1.2	0	none	none	0	0	0	other	0	0	0	low_burden
Ethiopia	2,025	rural	male	63	55+	fourth	primary	employed_informal	2.6	6.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Rwanda	2,018	rural	female	29	25-34	middle	none	self_employed	13.6	20.2	0	none	none	0	0	0	no_need	0	0	0	low_burden
Senegal	2,022	rural	male	67	55+	middle	secondary	employed_informal	37.3	10.4	0	none	none	0	0	0	no_need	0	0	0	low_burden
Tanzania	2,024	rural	female	28	25-34	highest	none	employed_informal	6.5	22.3	0	none	none	0	0	0	documentation	0	0	0	low_burden
Kenya	2,022	rural	male	47	45-54	fourth	tertiary	employed_informal	36.3	0.4	0	none	none	0	0	0	cost	0	0	0	low_burden
Nigeria	2,025	rural	female	59	55+	highest	none	employed_informal	0.8	19.3	0	none	none	0	0	0	cost	0	0	0	low_burden
South Africa	2,020	rural	female	45	35-44	highest	primary	employed_informal	77	5.9	1	savings	Standard Bank	0	5	0	none	0	1	0	low_burden
Malawi	2,018	urban	male	41	35-44	second	primary	employed_informal	1.4	2.5	1	current	FDH Bank	0	8	0	none	0	1	0	low_burden
Zambia	2,024	urban	male	60	55+	fourth	primary	student	0.5	0.4	1	current	Absa	3	0	3,095.49	none	0	1	0	low_burden
Zambia	2,018	urban	male	18	18-24	fourth	primary	employed_informal	0.6	1.8	1	current	Absa	0	11	0	none	0	1	1	low_burden
Mali	2,024	rural	female	65	55+	lowest	secondary	unemployed	6.2	1.8	0	none	none	0	0	0	trust	0	0	0	low_burden
Kenya	2,023	urban	female	57	55+	middle	none	employed_formal	7.8	2.1	1	fixed_deposit	Cooperative Bank	1	0	617.97	none	0	1	0	low_burden
Uganda	2,024	rural	male	61	55+	second	primary	student	20.4	6.7	0	none	none	0	0	0	cost	0	0	0	low_burden
Tanzania	2,021	urban	male	41	35-44	second	none	unemployed	3.5	3.5	1	salary_account	Absa	1	0	470.71	none	0	0	1	low_burden
Zambia	2,025	urban	female	39	35-44	lowest	primary	student	3.4	0	1	current	First National Bank	4	0	379.33	none	0	1	1	low_burden
Niger	2,019	rural	male	50	45-54	fourth	tertiary	self_employed	7.7	4.9	1	salary_account	BAK	4	0	420.96	none	0	0	0	low_burden
Zambia	2,021	urban	female	54	45-54	fourth	primary	self_employed	0.2	3.3	1	current	Absa	2	0	985.74	none	0	0	1	low_burden
Malawi	2,018	rural	male	70	55+	middle	secondary	employed_informal	4.5	6.4	0	none	none	0	0	0	no_need	0	0	0	low_burden
South Africa	2,024	urban	male	66	55+	lowest	primary	self_employed	0.3	0	1	savings	Absa	0	21	0	none	0	1	0	low_burden
Nigeria	2,023	rural	male	21	18-24	middle	primary	unemployed	48.2	5.5	0	none	none	0	0	0	religious	0	0	0	low_burden
Senegal	2,024	urban	female	26	25-34	lowest	secondary	employed_formal	0.7	1.8	1	current	Société Générale	0	23	0	none	0	0	0	low_burden
Senegal	2,024	rural	male	71	55+	second	none	employed_formal	49.3	10.6	0	none	none	0	0	0	no_need	0	0	0	low_burden
Zambia	2,020	rural	male	40	35-44	second	tertiary	unemployed	1	1.8	0	none	none	0	0	0	religious	0	0	0	low_burden
DRC	2,018	urban	female	51	45-54	highest	primary	employed_formal	1.6	0.5	1	current	FBNBank	0	4	0	none	1	1	0	low_burden
Tanzania	2,025	urban	female	21	18-24	second	primary	unemployed	4	1.5	0	none	none	0	0	0	cost	0	0	0	low_burden
South Africa	2,021	urban	male	23	18-24	middle	tertiary	employed_informal	0.3	0.2	1	savings	Nedbank	0	5	0	none	0	1	1	low_burden
Tanzania	2,018	rural	male	41	35-44	highest	primary	employed_informal	4.8	6.9	1	current	NBC	4	0	2,500.81	none	0	0	1	low_burden
Senegal	2,025	rural	female	58	55+	second	tertiary	employed_informal	0.4	2.9	1	savings	CBAO	2	0	158.95	none	0	1	0	low_burden
Zambia	2,025	urban	male	62	55+	highest	tertiary	self_employed	0.9	2.8	1	savings	Zanaco	0	10	0	none	0	1	0	low_burden
DRC	2,021	rural	female	68	55+	lowest	primary	unemployed	32	0.1	0	none	none	0	0	0	religious	0	0	0	low_burden
Malawi	2,024	rural	male	29	25-34	second	primary	unemployed	13.9	0.4	0	none	none	0	0	0	distance	0	0	0	low_burden
Tanzania	2,018	rural	male	29	25-34	lowest	secondary	employed_informal	2.8	0.8	0	none	none	0	0	0	cost	0	0	0	low_burden
Kenya	2,018	rural	male	48	45-54	middle	primary	employed_informal	4	4.4	0	none	none	0	0	0	cost	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.