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
Uganda	2,020	rural	female	70	55+	middle	1	0	MTN Mobile Money	0	0	none	2	5	low_burden
Mali	2,024	urban	female	46	45-54	fourth	0	0	none	0	0	none	5	0	low_burden
Rwanda	2,018	rural	male	51	45-54	fourth	0	0	none	0	0	none	3	0	low_burden
Malawi	2,021	urban	male	36	35-44	lowest	1	1	TNM Mpamba	13	107.82	loan_repayment,cash_deposit,airtime_purchase,bill_payment	7	10	low_burden
Malawi	2,024	rural	female	68	55+	lowest	0	0	none	0	0	none	10	0	low_burden
DRC	2,025	urban	female	19	15-24	fourth	0	0	none	0	0	none	7	0	low_burden
Uganda	2,020	rural	female	31	25-34	highest	0	0	none	0	0	none	10	0	low_burden
Niger	2,023	urban	female	74	55+	highest	1	1	Airtel Money	15	62.63	merchant_payment,cash_withdrawal	5	12	low_burden
Ghana	2,019	urban	female	44	35-44	highest	1	1	Vodafone Cash	13	79.01	loan_repayment,airtime_purchase,cash_deposit	9	5	low_burden
Uganda	2,018	rural	female	25	15-24	middle	1	0	Airtel Money	0	0	none	3	4	low_burden
Zambia	2,020	urban	female	39	35-44	highest	0	0	none	0	0	none	8	0	low_burden
South Africa	2,025	urban	female	30	25-34	second	0	0	none	0	0	none	10	0	low_burden
Mali	2,023	rural	female	46	45-54	fourth	0	0	none	0	0	none	7	0	low_burden
Mali	2,021	urban	male	29	25-34	highest	1	0	Moov Money	0	0	none	10	7	low_burden
Niger	2,020	rural	male	38	35-44	fourth	1	0	Airtel Money	0	0	none	7	1	low_burden
Mali	2,019	rural	male	69	55+	second	0	0	none	0	0	none	6	0	low_burden
Zambia	2,020	urban	female	19	15-24	second	0	0	none	0	0	none	9	0	low_burden
Uganda	2,019	rural	female	60	55+	second	0	0	none	0	0	none	4	0	low_burden
DRC	2,019	urban	male	19	15-24	second	0	0	none	0	0	none	5	0	low_burden
Malawi	2,023	rural	female	42	35-44	fourth	0	0	none	0	0	none	10	0	low_burden
Zambia	2,019	urban	male	55	45-54	fourth	0	0	none	0	0	none	10	0	low_burden
Ethiopia	2,018	urban	male	72	55+	lowest	0	0	none	0	0	none	10	0	low_burden
Nigeria	2,022	urban	female	30	25-34	fourth	1	0	PalmPay	0	0	none	10	3	low_burden
Mozambique	2,020	rural	male	18	15-24	second	0	0	none	0	0	none	4	0	low_burden
Mali	2,021	rural	male	60	55+	middle	0	0	none	0	0	none	3	0	low_burden
Rwanda	2,019	rural	female	68	55+	second	0	0	none	0	0	none	4	0	low_burden
Malawi	2,019	rural	male	48	45-54	middle	0	0	none	0	0	none	6	0	low_burden
DRC	2,021	rural	female	18	15-24	fourth	1	0	M-Pesa	0	0	none	4	2	low_burden
Senegal	2,023	rural	female	45	35-44	fourth	0	0	none	0	0	none	8	0	low_burden
Malawi	2,021	rural	female	38	35-44	fourth	0	0	none	0	0	none	1	0	low_burden
Malawi	2,022	rural	female	42	35-44	second	1	0	Airtel Money	0	0	none	10	4	low_burden
Ghana	2,022	urban	male	18	15-24	fourth	0	0	none	0	0	none	7	0	low_burden
Uganda	2,020	rural	female	34	25-34	lowest	1	0	MTN Mobile Money	0	0	none	5	8	low_burden
Senegal	2,020	rural	male	74	55+	middle	0	0	none	0	0	none	5	0	low_burden
Mozambique	2,021	urban	male	17	15-24	middle	1	1	e-Mola	15	152.04	bill_payment,international_remittance	7	4	low_burden
Kenya	2,018	urban	female	69	55+	fourth	1	0	M-Pesa	0	0	none	7	6	low_burden
DRC	2,023	urban	male	46	45-54	highest	0	0	none	0	0	none	5	0	low_burden
DRC	2,022	rural	female	50	45-54	second	0	0	none	0	0	none	4	0	low_burden
Tanzania	2,020	urban	male	71	55+	fourth	0	0	none	0	0	none	5	0	low_burden
Rwanda	2,020	rural	female	28	25-34	second	0	0	none	0	0	none	3	0	low_burden
Nigeria	2,020	rural	male	74	55+	middle	1	1	Paga	7	57.34	person_to_person,savings	3	9	low_burden
Mali	2,023	rural	male	31	25-34	fourth	0	0	none	0	0	none	6	0	low_burden
Niger	2,024	urban	female	35	25-34	fourth	1	1	Moov Money	14	131.27	loan_repayment,cash_withdrawal,international_remittance	2	11	low_burden
Ethiopia	2,018	rural	male	41	35-44	highest	1	0	telebirr	0	0	none	5	6	low_burden
Uganda	2,021	rural	female	51	45-54	fourth	0	0	none	0	0	none	5	0	low_burden
South Africa	2,018	urban	male	34	25-34	second	1	1	FNB eWallet	10	102.05	merchant_payment,airtime_purchase	3	6	low_burden
Malawi	2,021	urban	female	62	55+	highest	1	1	TNM Mpamba	18	53.7	person_to_person,airtime_purchase,cash_withdrawal,bill_payment	6	6	low_burden
Mozambique	2,019	urban	female	16	15-24	highest	0	0	none	0	0	none	9	0	low_burden
Niger	2,020	urban	female	54	45-54	second	0	0	none	0	0	none	9	0	low_burden
Mali	2,021	rural	female	54	45-54	lowest	0	0	none	0	0	none	4	0	low_burden
Mali	2,020	rural	male	47	45-54	second	0	0	none	0	0	none	6	0	low_burden
Nigeria	2,021	rural	female	51	45-54	fourth	0	0	none	0	0	none	1	0	low_burden
Ethiopia	2,024	rural	female	59	55+	highest	0	0	none	0	0	none	4	0	low_burden
Zambia	2,024	rural	female	69	55+	fourth	1	0	MTN Mobile Money	0	0	none	7	8	low_burden
Zambia	2,018	rural	female	28	25-34	second	1	0	Airtel Money	0	0	none	6	8	low_burden
Kenya	2,021	rural	female	43	35-44	lowest	1	1	Airtel Money	7	198.38	cash_withdrawal,airtime_purchase,person_to_person,cash_deposit	10	7	low_burden
Senegal	2,024	urban	female	48	45-54	middle	1	1	Wave	8	144.59	savings,loan_repayment,merchant_payment,person_to_person,airtime_purchase	9	6	low_burden
Nigeria	2,022	rural	male	35	25-34	second	0	0	none	0	0	none	10	0	low_burden
Mali	2,019	urban	female	73	55+	lowest	0	0	none	0	0	none	6	0	low_burden
Niger	2,022	rural	female	45	35-44	lowest	0	0	none	0	0	none	1	0	low_burden
Mozambique	2,019	rural	female	50	45-54	lowest	0	0	none	0	0	none	6	0	low_burden
Mali	2,018	rural	male	26	25-34	lowest	1	0	Moov Money	0	0	none	10	10	low_burden
Ethiopia	2,023	urban	female	39	35-44	fourth	0	0	none	0	0	none	3	0	low_burden
South Africa	2,022	rural	female	52	45-54	second	0	0	none	0	0	none	10	0	low_burden
Malawi	2,024	urban	female	40	35-44	second	0	0	none	0	0	none	2	0	low_burden
Tanzania	2,020	rural	male	61	55+	middle	0	0	none	0	0	none	7	0	low_burden
Mozambique	2,024	urban	male	23	15-24	highest	1	0	M-Pesa	0	0	none	10	15	low_burden
Ethiopia	2,021	rural	male	24	15-24	fourth	0	0	none	0	0	none	4	0	low_burden
Uganda	2,023	rural	male	35	25-34	middle	0	0	none	0	0	none	3	0	low_burden
Zambia	2,018	urban	female	34	25-34	fourth	1	0	MTN Mobile Money	0	0	none	10	9	low_burden
Mali	2,018	urban	male	63	55+	fourth	0	0	none	0	0	none	5	0	low_burden
Nigeria	2,024	rural	female	67	55+	fourth	0	0	none	0	0	none	7	0	low_burden
Malawi	2,024	urban	male	43	35-44	middle	1	1	Airtel Money	5	123.46	international_remittance,savings	3	14	low_burden
Uganda	2,025	urban	male	45	35-44	middle	1	1	MTN Mobile Money	5	141.25	savings,merchant_payment,cash_withdrawal	8	7	low_burden
Niger	2,020	urban	female	32	25-34	second	0	0	none	0	0	none	8	0	low_burden
Zambia	2,018	urban	female	46	45-54	second	0	0	none	0	0	none	7	0	low_burden
Tanzania	2,025	rural	male	57	55+	second	1	1	M-Pesa	8	25.58	cash_withdrawal,bill_payment,savings,person_to_person,cash_deposit	8	17	low_burden
Ghana	2,022	rural	male	58	55+	second	0	0	none	0	0	none	5	0	low_burden
Senegal	2,019	urban	female	73	55+	second	1	0	Wave	0	0	none	8	8	low_burden
Niger	2,024	rural	female	49	45-54	middle	0	0	none	0	0	none	5	0	low_burden
South Africa	2,025	urban	male	35	25-34	middle	0	0	none	0	0	none	10	0	low_burden
Malawi	2,020	urban	female	19	15-24	lowest	0	0	none	0	0	none	8	0	low_burden
Nigeria	2,024	rural	male	56	55+	second	0	0	none	0	0	none	3	0	low_burden
DRC	2,024	urban	female	63	55+	second	0	0	none	0	0	none	10	0	low_burden
Rwanda	2,022	rural	male	48	45-54	fourth	0	0	none	0	0	none	4	0	low_burden
Niger	2,023	rural	female	70	55+	second	0	0	none	0	0	none	10	0	low_burden
Uganda	2,020	rural	female	34	25-34	lowest	1	0	MTN Mobile Money	0	0	none	10	11	low_burden
Tanzania	2,025	rural	male	18	15-24	lowest	0	0	none	0	0	none	7	0	low_burden
Mali	2,025	urban	male	52	45-54	middle	1	0	Moov Money	0	0	none	6	1	low_burden
DRC	2,025	urban	male	22	15-24	lowest	1	1	M-Pesa	12	75.31	savings,cash_deposit,merchant_payment	5	2	low_burden
Malawi	2,023	urban	male	20	15-24	middle	0	0	none	0	0	none	10	0	low_burden
DRC	2,018	rural	male	57	55+	middle	0	0	none	0	0	none	3	0	low_burden
DRC	2,020	rural	male	41	35-44	highest	1	0	M-Pesa	0	0	none	7	1	low_burden
Ethiopia	2,021	urban	female	51	45-54	middle	0	0	none	0	0	none	10	0	low_burden
Mozambique	2,025	urban	male	59	55+	lowest	0	0	none	0	0	none	3	0	low_burden
Tanzania	2,022	urban	female	37	35-44	second	1	1	Airtel Money	12	40.49	bill_payment,international_remittance,loan_repayment	3	14	low_burden
Ghana	2,022	rural	male	51	45-54	fourth	1	0	Vodafone Cash	0	0	none	10	5	low_burden
Niger	2,019	rural	female	47	45-54	second	0	0	none	0	0	none	10	0	low_burden
Rwanda	2,024	rural	male	49	45-54	highest	0	0	none	0	0	none	4	0	low_burden
Nigeria	2,020	rural	female	57	55+	middle	0	0	none	0	0	none	3	0	low_burden

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