Split (1)

train · 30k rows

country string	year int64	urban_rural string	gender string	age int64	age_group string	income_quintile string	account_ownership int64	active_use int64	provider string	n_transactions_monthly int64	avg_transaction_value_usd float64	transaction_types string	digital_literacy_score int64	years_active int64	scenario string
Senegal	2,019	rural	female	29	25-34	highest	1	0	Wari	0	0	none	3	10	moderate_burden
Ethiopia	2,024	rural	female	15	15-24	middle	0	0	none	0	0	none	4	0	moderate_burden
South Africa	2,023	rural	female	55	45-54	middle	0	0	none	0	0	none	5	0	moderate_burden
DRC	2,021	rural	male	16	15-24	highest	1	1	Airtel Money	8	44.58	merchant_payment,savings,person_to_person	7	8	moderate_burden
Ethiopia	2,018	rural	male	23	15-24	second	0	0	none	0	0	none	3	0	moderate_burden
South Africa	2,021	rural	male	26	25-34	lowest	0	0	none	0	0	none	8	0	moderate_burden
Niger	2,022	urban	female	25	15-24	middle	1	0	Airtel Money	0	0	none	9	10	moderate_burden
Kenya	2,025	rural	female	64	55+	highest	1	1	Airtel Money	7	45.99	cash_withdrawal,person_to_person,savings	10	12	moderate_burden
Zambia	2,023	rural	female	65	55+	fourth	0	0	none	0	0	none	1	0	moderate_burden
Nigeria	2,024	urban	male	56	55+	highest	0	0	none	0	0	none	6	0	moderate_burden
Malawi	2,022	rural	male	45	35-44	lowest	1	0	Airtel Money	0	0	none	1	6	moderate_burden
Kenya	2,024	rural	male	18	15-24	lowest	0	0	none	0	0	none	3	0	moderate_burden
Ethiopia	2,020	rural	male	64	55+	middle	0	0	none	0	0	none	2	0	moderate_burden
Mozambique	2,020	rural	female	51	45-54	fourth	0	0	none	0	0	none	9	0	moderate_burden
Rwanda	2,023	rural	female	61	55+	highest	1	1	MTN Mobile Money	2	41.74	cash_deposit,merchant_payment,airtime_purchase,loan_repayment	1	12	moderate_burden
DRC	2,018	rural	male	32	25-34	middle	1	0	Orange Money	0	0	none	2	7	moderate_burden
Tanzania	2,025	rural	male	36	35-44	middle	1	0	Tigo Pesa	0	0	none	2	15	moderate_burden
Rwanda	2,022	rural	female	67	55+	highest	0	0	none	0	0	none	7	0	moderate_burden
Malawi	2,023	rural	male	63	55+	highest	1	0	Airtel Money	0	0	none	8	5	moderate_burden
Mozambique	2,018	urban	female	50	45-54	second	0	0	none	0	0	none	6	0	moderate_burden
Zambia	2,018	urban	male	54	45-54	fourth	0	0	none	0	0	none	9	0	moderate_burden
Ethiopia	2,018	rural	female	22	15-24	fourth	0	0	none	0	0	none	10	0	moderate_burden
Mali	2,022	rural	female	28	25-34	highest	1	0	Orange Money	0	0	none	8	14	moderate_burden
Mali	2,025	urban	female	37	35-44	fourth	1	1	Moov Money	18	83.88	savings,bill_payment	10	13	moderate_burden
Ghana	2,018	rural	male	32	25-34	second	1	0	Vodafone Cash	0	0	none	9	7	moderate_burden
Zambia	2,025	rural	female	19	15-24	middle	0	0	none	0	0	none	2	0	moderate_burden
Nigeria	2,023	rural	male	27	25-34	lowest	0	0	none	0	0	none	6	0	moderate_burden
Malawi	2,018	urban	female	59	55+	fourth	0	0	none	0	0	none	10	0	moderate_burden
Malawi	2,025	urban	male	24	15-24	lowest	0	0	none	0	0	none	6	0	moderate_burden
Zambia	2,018	rural	female	20	15-24	middle	1	1	Zamtel Kwacha	6	109.06	cash_withdrawal,cash_deposit,airtime_purchase,bill_payment	3	6	moderate_burden
Rwanda	2,023	rural	male	61	55+	second	0	0	none	0	0	none	4	0	moderate_burden
Senegal	2,022	rural	female	49	45-54	lowest	0	0	none	0	0	none	8	0	moderate_burden
DRC	2,025	rural	female	58	55+	middle	1	1	M-Pesa	6	55.4	international_remittance,person_to_person,cash_withdrawal	10	16	moderate_burden
Nigeria	2,019	rural	male	50	45-54	fourth	1	0	Paga	0	0	none	9	8	moderate_burden
Tanzania	2,023	rural	female	69	55+	lowest	0	0	none	0	0	none	7	0	moderate_burden
Uganda	2,024	rural	female	17	15-24	second	1	0	MTN Mobile Money	0	0	none	7	7	moderate_burden
Senegal	2,021	urban	female	41	35-44	highest	1	1	Wari	14	331.83	cash_deposit,international_remittance,merchant_payment,person_to_person	5	9	moderate_burden
Ghana	2,022	rural	male	59	55+	second	1	0	Vodafone Cash	0	0	none	3	10	moderate_burden
Ghana	2,025	rural	female	61	55+	middle	1	0	MTN Mobile Money	0	0	none	4	2	moderate_burden
DRC	2,019	rural	female	36	35-44	fourth	1	1	M-Pesa	8	65.87	international_remittance,savings,cash_deposit,person_to_person,loan_repayment	3	10	moderate_burden
Malawi	2,021	urban	male	22	15-24	highest	0	0	none	0	0	none	8	0	moderate_burden
Niger	2,021	rural	female	49	45-54	highest	0	0	none	0	0	none	6	0	moderate_burden
Niger	2,025	rural	female	39	35-44	second	0	0	none	0	0	none	5	0	moderate_burden
Malawi	2,024	rural	female	49	45-54	fourth	1	1	TNM Mpamba	9	83.63	savings,airtime_purchase,person_to_person,cash_deposit,cash_withdrawal	2	15	moderate_burden
Nigeria	2,024	rural	male	41	35-44	lowest	0	0	none	0	0	none	2	0	moderate_burden
Senegal	2,024	rural	female	52	45-54	middle	1	0	Orange Money	0	0	none	7	10	moderate_burden
Rwanda	2,019	rural	female	34	25-34	lowest	0	0	none	0	0	none	8	0	moderate_burden
Malawi	2,021	urban	female	45	35-44	second	0	0	none	0	0	none	4	0	moderate_burden
Malawi	2,018	urban	male	26	25-34	middle	1	0	Airtel Money	0	0	none	3	10	moderate_burden
Nigeria	2,024	urban	female	26	25-34	middle	1	0	OPay	0	0	none	10	6	moderate_burden
Niger	2,018	rural	female	36	35-44	lowest	0	0	none	0	0	none	2	0	moderate_burden
Nigeria	2,023	urban	male	46	45-54	fourth	0	0	none	0	0	none	5	0	moderate_burden
Nigeria	2,018	rural	male	22	15-24	lowest	0	0	none	0	0	none	4	0	moderate_burden
Rwanda	2,018	urban	male	64	55+	highest	1	1	MTN Mobile Money	8	83.21	cash_deposit,person_to_person,merchant_payment	9	4	moderate_burden
Kenya	2,023	rural	female	48	45-54	middle	1	0	Airtel Money	0	0	none	5	4	moderate_burden
Ethiopia	2,024	urban	female	52	45-54	second	0	0	none	0	0	none	2	0	moderate_burden
Ethiopia	2,022	rural	male	39	35-44	fourth	1	0	M-Birr	0	0	none	10	4	moderate_burden
Mozambique	2,024	rural	female	24	15-24	lowest	0	0	none	0	0	none	2	0	moderate_burden
Ghana	2,022	urban	male	18	15-24	second	1	0	Vodafone Cash	0	0	none	5	3	moderate_burden
Rwanda	2,022	rural	male	33	25-34	highest	1	1	Airtel Money	2	66.56	cash_withdrawal,cash_deposit,airtime_purchase	9	4	moderate_burden
Zambia	2,022	rural	male	49	45-54	lowest	1	1	MTN Mobile Money	8	154.1	loan_repayment,international_remittance,cash_deposit,airtime_purchase	4	6	moderate_burden
Mali	2,023	rural	female	55	45-54	fourth	1	0	Orange Money	0	0	none	10	5	moderate_burden
Niger	2,021	urban	male	45	35-44	highest	0	0	none	0	0	none	2	0	moderate_burden
Mozambique	2,023	urban	female	50	45-54	middle	1	1	e-Mola	9	132.49	international_remittance,bill_payment,cash_deposit,person_to_person	9	6	moderate_burden
Malawi	2,023	urban	male	64	55+	second	1	0	Airtel Money	0	0	none	10	12	moderate_burden
Nigeria	2,020	urban	female	28	25-34	lowest	0	0	none	0	0	none	5	0	moderate_burden
Ethiopia	2,024	rural	female	55	45-54	lowest	0	0	none	0	0	none	10	0	moderate_burden
Uganda	2,018	rural	female	28	25-34	second	0	0	none	0	0	none	8	0	moderate_burden
Tanzania	2,020	urban	female	36	35-44	fourth	1	0	M-Pesa	0	0	none	2	5	moderate_burden
Rwanda	2,024	urban	female	66	55+	second	1	1	Airtel Money	11	40.7	merchant_payment,bill_payment,loan_repayment	10	13	moderate_burden
Senegal	2,025	urban	female	73	55+	lowest	1	0	Wari	0	0	none	2	16	moderate_burden
DRC	2,020	urban	female	54	45-54	fourth	1	0	M-Pesa	0	0	none	8	2	moderate_burden
Nigeria	2,019	rural	female	27	25-34	second	0	0	none	0	0	none	2	0	moderate_burden
DRC	2,024	rural	female	49	45-54	middle	0	0	none	0	0	none	7	0	moderate_burden
Niger	2,024	rural	male	20	15-24	fourth	0	0	none	0	0	none	10	0	moderate_burden
Niger	2,020	urban	male	54	45-54	fourth	0	0	none	0	0	none	4	0	moderate_burden
Mozambique	2,018	urban	female	42	35-44	highest	1	1	M-Pesa	15	360.37	cash_deposit,loan_repayment,savings	10	3	moderate_burden
Ghana	2,025	rural	male	68	55+	lowest	0	0	none	0	0	none	8	0	moderate_burden
Uganda	2,023	urban	female	65	55+	fourth	1	0	Airtel Money	0	0	none	2	8	moderate_burden
Senegal	2,019	urban	female	23	15-24	second	0	0	none	0	0	none	5	0	moderate_burden
Senegal	2,018	urban	female	73	55+	lowest	0	0	none	0	0	none	2	0	moderate_burden
Mali	2,023	rural	female	74	55+	middle	0	0	none	0	0	none	7	0	moderate_burden
Ethiopia	2,019	urban	female	23	15-24	middle	0	0	none	0	0	none	6	0	moderate_burden
Kenya	2,018	rural	male	51	45-54	middle	1	1	M-Pesa	7	121.37	merchant_payment,person_to_person,savings,loan_repayment,cash_deposit	6	8	moderate_burden
Tanzania	2,019	urban	female	67	55+	lowest	1	1	Tigo Pesa	11	72.74	savings,bill_payment,cash_withdrawal	2	4	moderate_burden
Niger	2,018	urban	female	62	55+	lowest	0	0	none	0	0	none	7	0	moderate_burden
Ghana	2,018	urban	male	68	55+	second	1	0	Vodafone Cash	0	0	none	7	8	moderate_burden
Ethiopia	2,018	rural	female	58	55+	middle	0	0	none	0	0	none	10	0	moderate_burden
Malawi	2,022	rural	male	66	55+	highest	1	0	TNM Mpamba	0	0	none	6	6	moderate_burden
Tanzania	2,018	urban	male	28	25-34	fourth	1	0	Airtel Money	0	0	none	10	9	moderate_burden
Rwanda	2,022	rural	male	51	45-54	second	0	0	none	0	0	none	3	0	moderate_burden
DRC	2,021	urban	male	65	55+	highest	1	1	Airtel Money	13	33.91	loan_repayment,cash_withdrawal,merchant_payment	3	7	moderate_burden
Tanzania	2,019	urban	female	57	55+	middle	0	0	none	0	0	none	8	0	moderate_burden
Ghana	2,018	urban	female	71	55+	second	0	0	none	0	0	none	4	0	moderate_burden
DRC	2,021	urban	male	70	55+	second	0	0	none	0	0	none	10	0	moderate_burden
Kenya	2,019	urban	male	20	15-24	middle	1	0	M-Pesa	0	0	none	10	2	moderate_burden
Senegal	2,024	urban	male	38	35-44	second	1	0	Wave	0	0	none	5	15	moderate_burden
Ghana	2,024	rural	male	67	55+	lowest	1	1	Vodafone Cash	7	59.44	person_to_person,international_remittance	3	2	moderate_burden
Senegal	2,022	urban	male	43	35-44	highest	1	0	Orange Money	0	0	none	10	5	moderate_burden
Ethiopia	2,023	urban	male	71	55+	second	1	0	telebirr	0	0	none	2	12	moderate_burden

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