HFI

Year, Month and Bank-wise Total Number of ATMs and CRMs, Point of Sale (PoS), Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments (as on month end)

This Dataset contains year, month and bank-wise on site and off site infrastructure of ATMs and CRMs, Point of Sale, Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments

Rows: 74037
Columns: 8
Time period: 2011-12 to 2024-25
Last Updated: 30 September 2026

fiscal_year	month	bank_name	infrastructure	off_line_on_line	volume	unit
2026-27	August	AIRTEL PAYMENTS BANK	ATMs and CRMs	Off line	0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	ATMs and CRMs	On line	0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Bharat QR		0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Credit Cards		0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Debit Cards		12928568	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Micro ATMs		165886	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Point of Sale		0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	UPI QR Code		1051814	volume in absolute numbers
2026-27	August	AMERICAN EXPRESS BANKING CORPORATION	ATMs and CRMs	Off line	0	volume in absolute numbers
2026-27	August	AMERICAN EXPRESS BANKING CORPORATION	ATMs and CRMs	On line	0	volume in absolute numbers

Sample from the dataset, for your reference.

Column metadata
Column	Type	Distinct	Count	Description
fiscal_year	String	16	74037	The fiscal year (e.g., 2026-27) to which the banking infrastructure volume data pertains.
month	String	12	74037	The calendar month within the fiscal year for which the transaction volume is reported.
bank_name	String	190	74037	The full legal name of the bank or payments institution reporting the data.
infrastructure	String	9	74037	The type of banking payment infrastructure, such as ATMs, credit cards, debit cards, or Bharat QR.
off_line_on_line	String	3	36399	Indicates whether the reported volume relates to online or offline transactions; not applicable for some infrastructure types.
volume	Float64	28172	74037	The measured volume of transactions or usage for the given bank, infrastructure, and period, expressed in absolute numbers.
unit	String	1	74037	The unit of measurement for the volume figures, which is volume in absolute numbers.
note	String	1	0	An optional remarks or notes field accompanying the record.

Year, Month and Bank-wise Total Number of ATMs and CRMs, Point of Sale (PoS), Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments (as on month end)

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Sample from the dataset, for your reference.

Datasets

HFI

Year, Month and Bank-wise Total Number of ATMs and CRMs, Point of Sale (PoS), Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments (as on month end)

Rows: 74037
Columns: 8
Time period: 2011-12 to 2024-25
Last Updated: 30 September 2026

fiscal_year	month	bank_name	infrastructure	off_line_on_line	volume	unit
2026-27	August	AIRTEL PAYMENTS BANK	ATMs and CRMs	Off line	0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	ATMs and CRMs	On line	0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Bharat QR		0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Credit Cards		0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Debit Cards		12928568	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Micro ATMs		165886	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	Point of Sale		0	volume in absolute numbers
2026-27	August	AIRTEL PAYMENTS BANK	UPI QR Code		1051814	volume in absolute numbers
2026-27	August	AMERICAN EXPRESS BANKING CORPORATION	ATMs and CRMs	Off line	0	volume in absolute numbers
2026-27	August	AMERICAN EXPRESS BANKING CORPORATION	ATMs and CRMs	On line	0	volume in absolute numbers

Sample from the dataset, for your reference.

Column metadata
Column	Type	Distinct	Count	Description
fiscal_year	String	16	74037	The fiscal year (e.g., 2026-27) to which the banking infrastructure volume data pertains.
month	String	12	74037	The calendar month within the fiscal year for which the transaction volume is reported.
bank_name	String	190	74037	The full legal name of the bank or payments institution reporting the data.
infrastructure	String	9	74037	The type of banking payment infrastructure, such as ATMs, credit cards, debit cards, or Bharat QR.
off_line_on_line	String	3	36399	Indicates whether the reported volume relates to online or offline transactions; not applicable for some infrastructure types.
volume	Float64	28172	74037	The measured volume of transactions or usage for the given bank, infrastructure, and period, expressed in absolute numbers.
unit	String	1	74037	The unit of measurement for the volume figures, which is volume in absolute numbers.
note	String	1	0	An optional remarks or notes field accompanying the record.

Year, Month and Bank-wise Total Number of ATMs and CRMs, Point of Sale (PoS), Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments (as on month end)

Data preview

Metadata

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Citation

Collection

Year, Month and Bank-wise Total Number of ATMs and CRMs, Point of Sale (PoS), Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments (as on month end)

Year, Month and Bank-wise Total Number of ATMs and CRMs, Point of Sale (PoS), Micro ATMs, Bharat QR, UPI QR Code, Credit Cards, Debit Cards, ATMs, Merchant Establishments (as on month end)

Data preview

Metadata

Columns

Citation

Collection