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
DRC	2,018	urban	male	37	35-44	lowest	0	0	none	0	0	none	8	0	low_burden
Nigeria	2,025	rural	male	45	35-44	lowest	0	0	none	0	0	none	6	0	low_burden
DRC	2,019	rural	female	50	45-54	highest	1	0	M-Pesa	0	0	none	3	1	low_burden
Kenya	2,018	urban	female	23	15-24	highest	1	0	Airtel Money	0	0	none	5	8	low_burden
Mali	2,018	rural	female	27	25-34	highest	1	0	Moov Money	0	0	none	7	8	low_burden
Mali	2,021	urban	male	20	15-24	second	0	0	none	0	0	none	5	0	low_burden
Mali	2,018	rural	male	26	25-34	fourth	1	0	Orange Money	0	0	none	7	10	low_burden
Rwanda	2,024	rural	female	41	35-44	lowest	0	0	none	0	0	none	7	0	low_burden
Zambia	2,022	rural	female	71	55+	second	0	0	none	0	0	none	3	0	low_burden
Niger	2,020	rural	female	70	55+	fourth	0	0	none	0	0	none	6	0	low_burden
Tanzania	2,018	urban	male	60	55+	highest	1	0	M-Pesa	0	0	none	10	6	low_burden
Mali	2,021	rural	male	48	45-54	second	0	0	none	0	0	none	6	0	low_burden
Senegal	2,019	rural	female	27	25-34	middle	0	0	none	0	0	none	3	0	low_burden
Malawi	2,025	rural	female	36	35-44	lowest	0	0	none	0	0	none	8	0	low_burden
Zambia	2,020	rural	male	60	55+	second	1	0	Zamtel Kwacha	0	0	none	5	9	low_burden
Senegal	2,021	urban	female	69	55+	lowest	1	1	Wave	10	109.1	person_to_person,bill_payment,merchant_payment,savings	9	9	low_burden
Kenya	2,018	rural	female	72	55+	highest	1	1	Airtel Money	10	91.2	airtime_purchase,savings,merchant_payment,international_remittance,cash_withdrawal	1	8	low_burden
Nigeria	2,019	rural	male	38	35-44	lowest	0	0	none	0	0	none	8	0	low_burden
Ghana	2,019	urban	male	44	35-44	fourth	1	1	MTN Mobile Money	15	110.2	cash_deposit,bill_payment,loan_repayment	8	6	low_burden
Uganda	2,018	rural	female	45	35-44	second	0	0	none	0	0	none	1	0	low_burden
Malawi	2,023	rural	male	18	15-24	middle	0	0	none	0	0	none	6	0	low_burden
Niger	2,025	rural	female	21	15-24	second	0	0	none	0	0	none	6	0	low_burden
Rwanda	2,025	rural	female	17	15-24	second	0	0	none	0	0	none	7	0	low_burden
Zambia	2,020	urban	male	59	55+	middle	1	0	Zamtel Kwacha	0	0	none	8	1	low_burden
DRC	2,024	rural	female	28	25-34	middle	0	0	none	0	0	none	8	0	low_burden
Senegal	2,022	urban	male	57	55+	highest	1	1	Orange Money	10	205.33	cash_deposit,person_to_person,merchant_payment	10	3	low_burden
Uganda	2,018	rural	male	37	35-44	second	1	1	MTN Mobile Money	8	30.54	cash_withdrawal,loan_repayment,person_to_person	8	10	low_burden
Mali	2,018	rural	female	62	55+	middle	0	0	none	0	0	none	4	0	low_burden
Senegal	2,022	rural	female	21	15-24	highest	0	0	none	0	0	none	10	0	low_burden
Rwanda	2,021	rural	male	34	25-34	second	0	0	none	0	0	none	6	0	low_burden
Senegal	2,018	rural	female	27	25-34	highest	1	1	Wave	3	46.43	loan_repayment,merchant_payment	10	1	low_burden
Senegal	2,025	rural	female	41	35-44	highest	1	0	Wave	0	0	none	5	2	low_burden
Uganda	2,023	rural	female	48	45-54	fourth	1	0	MTN Mobile Money	0	0	none	4	13	low_burden
Senegal	2,022	rural	female	25	15-24	middle	1	0	Wari	0	0	none	9	14	low_burden
Mali	2,025	rural	male	55	45-54	fourth	0	0	none	0	0	none	8	0	low_burden
Tanzania	2,025	urban	male	72	55+	middle	1	1	Tigo Pesa	8	129.81	loan_repayment,cash_deposit	3	8	low_burden
Rwanda	2,025	rural	female	17	15-24	middle	1	0	Airtel Money	0	0	none	2	3	low_burden
Kenya	2,020	rural	male	20	15-24	highest	0	0	none	0	0	none	9	0	low_burden
Ethiopia	2,025	rural	female	72	55+	second	0	0	none	0	0	none	2	0	low_burden
Malawi	2,022	rural	male	53	45-54	fourth	1	1	Airtel Money	6	87.87	loan_repayment,cash_withdrawal,bill_payment,person_to_person,international_remittance	5	9	low_burden
South Africa	2,023	urban	male	70	55+	middle	0	0	none	0	0	none	6	0	low_burden
Ghana	2,024	rural	male	57	55+	lowest	0	0	none	0	0	none	5	0	low_burden
Tanzania	2,019	urban	male	58	55+	middle	0	0	none	0	0	none	6	0	low_burden
Malawi	2,021	urban	male	24	15-24	fourth	1	0	Airtel Money	0	0	none	10	1	low_burden
South Africa	2,019	rural	female	45	35-44	middle	0	0	none	0	0	none	6	0	low_burden
DRC	2,020	urban	female	36	35-44	fourth	1	1	Airtel Money	14	45.98	savings,person_to_person,cash_deposit,cash_withdrawal	10	5	low_burden
Kenya	2,021	urban	male	65	55+	second	1	0	M-Pesa	0	0	none	6	8	low_burden
Ghana	2,024	rural	male	17	15-24	highest	0	0	none	0	0	none	6	0	low_burden
DRC	2,024	rural	female	16	15-24	middle	0	0	none	0	0	none	8	0	low_burden
Kenya	2,021	urban	male	48	45-54	fourth	1	0	M-Pesa	0	0	none	4	12	low_burden
DRC	2,020	urban	female	73	55+	second	0	0	none	0	0	none	10	0	low_burden
Tanzania	2,022	rural	female	74	55+	second	1	0	Airtel Money	0	0	none	10	2	low_burden
Mozambique	2,025	rural	female	50	45-54	highest	1	0	M-Pesa	0	0	none	2	11	low_burden
Tanzania	2,025	rural	female	40	35-44	lowest	1	1	Tigo Pesa	4	153.76	person_to_person,loan_repayment,airtime_purchase	2	1	low_burden
Malawi	2,019	rural	female	31	25-34	second	0	0	none	0	0	none	5	0	low_burden
Rwanda	2,019	urban	female	74	55+	fourth	1	1	MTN Mobile Money	13	255.55	cash_deposit,cash_withdrawal	3	6	low_burden
Uganda	2,023	rural	female	25	15-24	fourth	1	0	MTN Mobile Money	0	0	none	2	11	low_burden
Senegal	2,020	urban	male	22	15-24	highest	1	1	Wave	10	130.69	cash_deposit,cash_withdrawal	10	1	low_burden
Zambia	2,019	rural	male	45	35-44	fourth	0	0	none	0	0	none	2	0	low_burden
Mali	2,018	urban	male	38	35-44	highest	1	0	Orange Money	0	0	none	5	8	low_burden
South Africa	2,021	rural	male	44	35-44	middle	0	0	none	0	0	none	10	0	low_burden
Rwanda	2,021	urban	female	69	55+	middle	0	0	none	0	0	none	5	0	low_burden
Malawi	2,022	rural	male	31	25-34	fourth	0	0	none	0	0	none	2	0	low_burden
Malawi	2,019	urban	male	67	55+	fourth	0	0	none	0	0	none	4	0	low_burden
Malawi	2,023	rural	male	27	25-34	lowest	1	0	TNM Mpamba	0	0	none	4	15	low_burden
DRC	2,023	urban	female	34	25-34	second	1	0	Airtel Money	0	0	none	8	5	low_burden
Tanzania	2,021	urban	female	15	15-24	middle	0	0	none	0	0	none	7	0	low_burden
Nigeria	2,019	urban	female	55	45-54	fourth	0	0	none	0	0	none	2	0	low_burden
Ethiopia	2,022	rural	male	66	55+	middle	0	0	none	0	0	none	3	0	low_burden
Kenya	2,023	rural	male	68	55+	fourth	1	0	M-Pesa	0	0	none	5	12	low_burden
Uganda	2,020	rural	female	25	15-24	fourth	0	0	none	0	0	none	7	0	low_burden
Uganda	2,020	rural	female	61	55+	second	0	0	none	0	0	none	5	0	low_burden
Mali	2,022	rural	female	23	15-24	middle	0	0	none	0	0	none	10	0	low_burden
Niger	2,020	urban	female	52	45-54	middle	0	0	none	0	0	none	6	0	low_burden
Niger	2,021	rural	male	57	55+	lowest	0	0	none	0	0	none	8	0	low_burden
Malawi	2,020	rural	female	24	15-24	middle	1	1	TNM Mpamba	5	30.33	cash_deposit,loan_repayment	7	7	low_burden
Niger	2,020	rural	female	21	15-24	middle	1	1	Airtel Money	8	82.54	cash_deposit,savings,cash_withdrawal	6	12	low_burden
Nigeria	2,023	rural	female	19	15-24	fourth	0	0	none	0	0	none	2	0	low_burden
Mozambique	2,021	rural	female	57	55+	second	0	0	none	0	0	none	7	0	low_burden
Zambia	2,021	rural	male	51	45-54	lowest	0	0	none	0	0	none	9	0	low_burden
South Africa	2,023	rural	male	22	15-24	middle	1	0	FNB eWallet	0	0	none	10	9	low_burden
Nigeria	2,020	urban	female	45	35-44	fourth	0	0	none	0	0	none	9	0	low_burden
Zambia	2,018	rural	female	62	55+	middle	0	0	none	0	0	none	3	0	low_burden
Niger	2,024	rural	male	29	25-34	second	0	0	none	0	0	none	6	0	low_burden
Zambia	2,018	rural	male	51	45-54	highest	0	0	none	0	0	none	8	0	low_burden
Malawi	2,022	rural	female	32	25-34	lowest	1	1	Airtel Money	4	91.99	airtime_purchase,cash_deposit,person_to_person	9	12	low_burden
Nigeria	2,020	urban	male	30	25-34	second	0	0	none	0	0	none	9	0	low_burden
Ethiopia	2,019	urban	male	38	35-44	second	0	0	none	0	0	none	2	0	low_burden
Ghana	2,018	urban	female	36	35-44	fourth	1	0	AirtelTigo Money	0	0	none	9	2	low_burden
Tanzania	2,025	rural	female	44	35-44	fourth	0	0	none	0	0	none	6	0	low_burden
Niger	2,021	urban	female	27	25-34	lowest	0	0	none	0	0	none	3	0	low_burden
Rwanda	2,020	rural	female	38	35-44	fourth	1	0	Airtel Money	0	0	none	6	4	low_burden
Rwanda	2,023	rural	male	52	45-54	fourth	1	0	MTN Mobile Money	0	0	none	8	7	low_burden
Ethiopia	2,018	rural	female	38	35-44	highest	0	0	none	0	0	none	10	0	low_burden
South Africa	2,022	urban	female	54	45-54	highest	1	1	Vodapay	15	86	merchant_payment,international_remittance,savings,cash_withdrawal	9	13	low_burden
Uganda	2,021	rural	female	21	15-24	fourth	1	0	MTN Mobile Money	0	0	none	4	9	low_burden
Ethiopia	2,022	urban	female	23	15-24	lowest	1	0	M-Birr	0	0	none	9	3	low_burden
Uganda	2,018	rural	male	66	55+	second	1	0	MTN Mobile Money	0	0	none	7	9	low_burden
Ethiopia	2,025	urban	male	42	35-44	highest	0	0	none	0	0	none	3	0	low_burden
South Africa	2,019	urban	male	51	45-54	middle	1	0	FNB eWallet	0	0	none	10	7	low_burden

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