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
Ethiopia	2,023	urban	male	59	55+	middle	0	0	none	0	0	none	3	0	low_burden
Mozambique	2,023	rural	female	23	15-24	highest	1	0	M-Pesa	0	0	none	9	7	low_burden
Zambia	2,020	urban	male	73	55+	highest	1	1	MTN Mobile Money	12	227.2	person_to_person,airtime_purchase,merchant_payment,cash_withdrawal,cash_deposit	9	5	low_burden
Niger	2,019	rural	female	40	35-44	fourth	1	0	Moov Money	0	0	none	10	8	low_burden
Malawi	2,020	rural	male	68	55+	highest	1	1	TNM Mpamba	8	69.96	savings,cash_withdrawal,person_to_person	7	11	low_burden
Ghana	2,024	rural	male	40	35-44	lowest	1	0	Vodafone Cash	0	0	none	1	9	low_burden
Mali	2,025	urban	male	39	35-44	fourth	0	0	none	0	0	none	10	0	low_burden
South Africa	2,025	urban	male	51	45-54	highest	0	0	none	0	0	none	5	0	low_burden
Ghana	2,019	rural	female	26	25-34	lowest	1	0	Vodafone Cash	0	0	none	6	10	low_burden
Mali	2,022	urban	female	51	45-54	lowest	1	1	Moov Money	4	357.89	airtime_purchase,cash_deposit	10	10	low_burden
Ghana	2,019	rural	male	73	55+	fourth	1	1	MTN Mobile Money	7	119.98	cash_deposit,merchant_payment,cash_withdrawal,savings,international_remittance	3	1	low_burden
Niger	2,023	urban	female	53	45-54	middle	0	0	none	0	0	none	8	0	low_burden
Mali	2,021	rural	female	19	15-24	lowest	0	0	none	0	0	none	9	0	low_burden
Malawi	2,023	urban	female	56	55+	second	1	1	TNM Mpamba	12	119.48	international_remittance,savings,loan_repayment,person_to_person,cash_deposit	7	12	low_burden
Mali	2,023	rural	male	17	15-24	second	0	0	none	0	0	none	9	0	low_burden
Tanzania	2,025	urban	male	21	15-24	second	0	0	none	0	0	none	10	0	low_burden
Uganda	2,021	rural	female	32	25-34	highest	1	0	MTN Mobile Money	0	0	none	7	8	low_burden
Uganda	2,020	urban	female	33	25-34	middle	1	0	MTN Mobile Money	0	0	none	3	7	low_burden
Malawi	2,022	rural	male	15	15-24	fourth	1	0	Airtel Money	0	0	none	9	9	low_burden
Mozambique	2,019	rural	female	16	15-24	lowest	0	0	none	0	0	none	9	0	low_burden
Uganda	2,018	urban	male	62	55+	second	0	0	none	0	0	none	5	0	low_burden
Malawi	2,022	urban	female	42	35-44	second	0	0	none	0	0	none	10	0	low_burden
Niger	2,024	urban	male	26	25-34	highest	1	0	Airtel Money	0	0	none	5	1	low_burden
Ghana	2,022	urban	female	40	35-44	highest	0	0	none	0	0	none	3	0	low_burden
Niger	2,024	urban	male	56	55+	second	0	0	none	0	0	none	3	0	low_burden
Tanzania	2,019	rural	male	59	55+	highest	0	0	none	0	0	none	6	0	low_burden
DRC	2,021	rural	female	32	25-34	lowest	1	0	M-Pesa	0	0	none	4	12	low_burden
Senegal	2,022	urban	male	25	15-24	second	1	0	Orange Money	0	0	none	9	13	low_burden
Senegal	2,020	rural	female	72	55+	fourth	1	0	Wari	0	0	none	7	12	low_burden
Nigeria	2,018	urban	female	52	45-54	second	0	0	none	0	0	none	6	0	low_burden
Malawi	2,018	rural	male	73	55+	highest	1	1	Airtel Money	5	130.29	cash_withdrawal,cash_deposit	3	7	low_burden
DRC	2,025	urban	male	33	25-34	lowest	1	0	Orange Money	0	0	none	10	5	low_burden
Kenya	2,022	rural	female	21	15-24	fourth	1	0	Airtel Money	0	0	none	10	9	low_burden
Mali	2,020	rural	female	37	35-44	lowest	0	0	none	0	0	none	4	0	low_burden
Zambia	2,020	urban	female	34	25-34	lowest	0	0	none	0	0	none	5	0	low_burden
Niger	2,018	urban	male	58	55+	second	0	0	none	0	0	none	10	0	low_burden
Rwanda	2,025	urban	female	57	55+	highest	1	1	Airtel Money	10	253.67	cash_withdrawal,savings,loan_repayment,cash_deposit,international_remittance	8	5	low_burden
Malawi	2,018	rural	female	19	15-24	middle	0	0	none	0	0	none	6	0	low_burden
Tanzania	2,024	rural	female	50	45-54	middle	1	0	M-Pesa	0	0	none	6	9	low_burden
Rwanda	2,019	rural	male	35	25-34	lowest	1	1	Airtel Money	4	128.63	bill_payment,cash_deposit,cash_withdrawal	8	9	low_burden
Nigeria	2,020	rural	male	51	45-54	lowest	0	0	none	0	0	none	3	0	low_burden
Senegal	2,020	rural	female	38	35-44	lowest	1	0	Wave	0	0	none	10	3	low_burden
Uganda	2,024	rural	female	47	45-54	fourth	1	0	MTN Mobile Money	0	0	none	6	8	low_burden
Rwanda	2,018	rural	male	57	55+	lowest	0	0	none	0	0	none	2	0	low_burden
Rwanda	2,020	rural	female	32	25-34	second	1	1	Airtel Money	11	71.66	airtime_purchase,savings,merchant_payment,person_to_person,bill_payment	10	6	low_burden
Uganda	2,020	urban	male	26	25-34	middle	1	0	MTN Mobile Money	0	0	none	10	12	low_burden
Mali	2,020	rural	male	57	55+	middle	0	0	none	0	0	none	10	0	low_burden
Malawi	2,019	urban	male	71	55+	second	0	0	none	0	0	none	8	0	low_burden
Mali	2,025	urban	male	41	35-44	lowest	0	0	none	0	0	none	4	0	low_burden
Kenya	2,021	rural	male	74	55+	second	1	0	M-Pesa	0	0	none	6	7	low_burden
Nigeria	2,021	urban	male	26	25-34	fourth	1	1	PalmPay	9	68.14	person_to_person,bill_payment,airtime_purchase,cash_deposit,international_remittance	8	5	low_burden
Zambia	2,021	urban	male	64	55+	lowest	1	0	Airtel Money	0	0	none	7	5	low_burden
Nigeria	2,025	urban	female	74	55+	fourth	0	0	none	0	0	none	3	0	low_burden
Tanzania	2,020	rural	female	32	25-34	lowest	1	0	M-Pesa	0	0	none	5	4	low_burden
Rwanda	2,020	rural	female	23	15-24	highest	0	0	none	0	0	none	6	0	low_burden
Nigeria	2,020	urban	male	54	45-54	highest	1	1	Paga	12	51.64	merchant_payment,cash_withdrawal,international_remittance	7	2	low_burden
Niger	2,020	urban	female	67	55+	lowest	0	0	none	0	0	none	5	0	low_burden
Uganda	2,018	rural	male	19	15-24	second	1	0	MTN Mobile Money	0	0	none	9	8	low_burden
Nigeria	2,022	rural	female	53	45-54	second	0	0	none	0	0	none	10	0	low_burden
Senegal	2,018	urban	female	67	55+	fourth	0	0	none	0	0	none	6	0	low_burden
Mali	2,019	rural	male	16	15-24	middle	0	0	none	0	0	none	8	0	low_burden
Nigeria	2,019	rural	male	45	35-44	middle	0	0	none	0	0	none	2	0	low_burden
Tanzania	2,020	urban	female	19	15-24	lowest	0	0	none	0	0	none	4	0	low_burden
Mozambique	2,024	rural	female	25	15-24	lowest	0	0	none	0	0	none	2	0	low_burden
South Africa	2,022	rural	female	44	35-44	fourth	1	1	Vodapay	10	17.34	person_to_person,airtime_purchase,cash_deposit,loan_repayment,merchant_payment	10	11	low_burden
Senegal	2,025	rural	female	34	25-34	middle	0	0	none	0	0	none	5	0	low_burden
Malawi	2,020	rural	female	20	15-24	fourth	0	0	none	0	0	none	8	0	low_burden
Ethiopia	2,025	rural	male	63	55+	fourth	0	0	none	0	0	none	7	0	low_burden
Rwanda	2,018	rural	female	27	25-34	middle	1	1	Airtel Money	9	83.26	merchant_payment,savings,bill_payment	3	2	low_burden
Senegal	2,022	rural	male	67	55+	middle	0	0	none	0	0	none	2	0	low_burden
Tanzania	2,024	rural	female	25	15-24	highest	1	0	M-Pesa	0	0	none	9	8	low_burden
Kenya	2,022	rural	male	46	45-54	fourth	0	0	none	0	0	none	8	0	low_burden
Nigeria	2,025	rural	female	58	55+	highest	1	1	PalmPay	7	59.44	bill_payment,airtime_purchase,cash_deposit,cash_withdrawal,merchant_payment	6	13	low_burden
South Africa	2,020	rural	female	43	35-44	highest	1	0	Vodapay	0	0	none	4	9	low_burden
Malawi	2,018	urban	male	40	35-44	second	1	0	Airtel Money	0	0	none	6	1	low_burden
Zambia	2,024	urban	male	60	55+	fourth	1	0	MTN Mobile Money	0	0	none	9	1	low_burden
Zambia	2,018	urban	male	15	15-24	fourth	1	0	Airtel Money	0	0	none	4	1	low_burden
Mali	2,024	rural	female	64	55+	lowest	0	0	none	0	0	none	1	0	low_burden
Kenya	2,023	urban	female	56	55+	middle	1	0	Airtel Money	0	0	none	4	8	low_burden
Uganda	2,024	rural	male	60	55+	second	1	0	MTN Mobile Money	0	0	none	2	15	low_burden
Tanzania	2,021	urban	male	40	35-44	second	1	0	M-Pesa	0	0	none	3	1	low_burden
Zambia	2,025	urban	female	38	35-44	lowest	1	1	Zamtel Kwacha	8	82.85	savings,international_remittance,cash_deposit,merchant_payment	6	12	low_burden
Niger	2,019	rural	male	49	45-54	fourth	0	0	none	0	0	none	9	0	low_burden
Zambia	2,021	urban	female	53	45-54	fourth	1	1	Zamtel Kwacha	9	187.69	cash_withdrawal,savings,person_to_person	8	10	low_burden
Malawi	2,018	rural	male	70	55+	middle	0	0	none	0	0	none	3	0	low_burden
South Africa	2,024	urban	male	66	55+	lowest	0	0	none	0	0	none	6	0	low_burden
Nigeria	2,023	rural	male	18	15-24	middle	0	0	none	0	0	none	6	0	low_burden
Senegal	2,024	urban	female	24	15-24	lowest	0	0	none	0	0	none	6	0	low_burden
Senegal	2,024	rural	male	71	55+	second	1	1	Wari	12	70.12	loan_repayment,person_to_person	10	16	low_burden
Zambia	2,020	rural	male	38	35-44	second	0	0	none	0	0	none	10	0	low_burden
DRC	2,018	urban	female	49	45-54	highest	0	0	none	0	0	none	10	0	low_burden
Tanzania	2,025	urban	female	18	15-24	second	1	1	Tigo Pesa	7	315.62	cash_withdrawal,bill_payment,airtime_purchase,cash_deposit	7	10	low_burden
South Africa	2,021	urban	male	21	15-24	middle	0	0	none	0	0	none	10	0	low_burden
Tanzania	2,018	rural	male	39	35-44	highest	1	1	Airtel Money	14	53.18	cash_deposit,bill_payment,cash_withdrawal,savings,merchant_payment	8	10	low_burden
Senegal	2,025	rural	female	58	55+	second	0	0	none	0	0	none	8	0	low_burden
Zambia	2,025	urban	male	61	55+	highest	0	0	none	0	0	none	3	0	low_burden
DRC	2,021	rural	female	68	55+	lowest	0	0	none	0	0	none	10	0	low_burden
Malawi	2,024	rural	male	26	25-34	second	1	0	Airtel Money	0	0	none	10	8	low_burden
Tanzania	2,018	rural	male	27	25-34	lowest	0	0	none	0	0	none	9	0	low_burden
Kenya	2,018	rural	male	47	45-54	middle	1	0	M-Pesa	0	0	none	6	3	low_burden

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