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Data / Bank credit and money / credit-deep-coop-offices-districts 321 series, 2005 to 2022Vintage 9 October 2026

Centres and offices of state and district central co-operative banks by district and population group, each year

321 series, annual, 2005 to 2022. Published by Reserve Bank of India (via DBIE).

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01

What the file holds

Centres and offices of state and district central co-operative banks by district and population group, each year.

RBI DBIE report 621 (data provider DP0), read from the local Data Bank mirror, as published.

Revisions: Section 42 figures are provisional, then final; sectoral credit is provisional and revised the next month; NPAs and capital ratios are final on release. Seams disclosed, never joined: the 2019 sectoral classification, the July 2023 HDFC merger, the December 2025 reporting calendar.

Missing values are left empty, never zero. Every series with its latest value and trend, in the guide to bank credit and money.

02

The series

SeriesPublished valuesValues
Andaman & Nicobar Islands, North and Middle Andaman, Rural, tier 6, centres2005 to 202216
Andaman & Nicobar Islands, North and Middle Andaman, Rural, tier 6, offices2005 to 202218
Andaman & Nicobar Islands, North and Middle Andaman, Semi urban, tier 4, centres2011 to 202210
Andaman & Nicobar Islands, North and Middle Andaman, Semi urban, tier 4, offices2011 to 202212
Andaman & Nicobar Islands, North and Middle Andaman, Urban, tier 1, centres2011 to 202210
Andaman & Nicobar Islands, North and Middle Andaman, Urban, tier 1, offices2011 to 202210
Andhra Pradesh, Mahbubnagar, Metropolitan, tier 1, centres2005 to 202218
Andhra Pradesh, Mahbubnagar, Metropolitan, tier 1, offices2005 to 202218
Andhra Pradesh, Mahbubnagar, Rural, tier 6, centres2005 to 202218
Andhra Pradesh, Mahbubnagar, Rural, tier 6, offices2005 to 202218
Andhra Pradesh, Mahbubnagar, Semi urban, tier 4, centres2005 to 202218
Andhra Pradesh, Mahbubnagar, Semi urban, tier 4, offices2005 to 202218
Andhra Pradesh, Mahbubnagar, Urban, tier 1, centres2005 to 202218
Andhra Pradesh, Mahbubnagar, Urban, tier 1, offices2005 to 202218
Arunachal Pradesh, Chunglang, Rural, tier 6, centres2007 to 202216
Arunachal Pradesh, Chunglang, Rural, tier 6, offices2005 to 202218
Arunachal Pradesh, Chunglang, Semi urban, tier 4, centres2011 to 202210
Arunachal Pradesh, Chunglang, Semi urban, tier 4, offices2011 to 202210
Arunachal Pradesh, Chunglang, Urban, tier 1, centres2007 to 202115
Arunachal Pradesh, Chunglang, Urban, tier 1, offices2005 to 202117
Assam, Dhemaji, Rural, tier 6, centres2011 to 202212
Assam, Dhemaji, Rural, tier 6, offices2005 to 202218
Assam, Dhemaji, Semi urban, tier 4, centres2011 to 202212
Assam, Dhemaji, Semi urban, tier 4, offices2005 to 202218
Assam, Dhemaji, Urban, tier 1, centres2011 to 202212
Assam, Dhemaji, Urban, tier 1, offices2005 to 202218
Bihar, Jehanabad, Metropolitan, tier 1, centres2011 to 202210
Bihar, Jehanabad, Metropolitan, tier 1, offices2011 to 202210
Bihar, Jehanabad, Rural, tier 6, centres2005 to 202218
Bihar, Jehanabad, Rural, tier 6, offices2005 to 202218
Bihar, Jehanabad, Semi urban, tier 4, centres2005 to 202218
Bihar, Jehanabad, Semi urban, tier 4, offices2005 to 202218
Bihar, Jehanabad, Urban, tier 1, centres2005 to 202218
Bihar, Jehanabad, Urban, tier 1, offices2005 to 202218
Bihar, Katihar, Rural, tier 6, centres20121
Bihar, Katihar, Rural, tier 6, offices20121
Bihar, Katihar, Semi urban, tier 4, centres20121
Bihar, Katihar, Semi urban, tier 4, offices20121
Bihar, Katihar, Urban, tier 1, centres20121
Bihar, Katihar, Urban, tier 1, offices20121
Chandigarh, Rural, tier 6, centres2007 to 20148
Chandigarh, Rural, tier 6, offices2005 to 201814
Chandigarh, Urban, tier 1, centres2007 to 202216
Chandigarh, Urban, tier 1, offices2005 to 202218
Chhattisgarh, Dhamtari, Metropolitan, tier 1, centres2011 to 202210
Chhattisgarh, Dhamtari, Metropolitan, tier 1, offices2011 to 202210
Chhattisgarh, Dhamtari, Rural, tier 6, centres2008 to 202215
Chhattisgarh, Dhamtari, Rural, tier 6, offices2008 to 202215
Chhattisgarh, Dhamtari, Semi urban, tier 4, centres2008 to 202215
Chhattisgarh, Dhamtari, Semi urban, tier 4, offices2008 to 202215
Chhattisgarh, Dhamtari, Urban, tier 1, centres2008 to 202215
Chhattisgarh, Dhamtari, Urban, tier 1, offices2008 to 202215
Goa, North Goa, Rural, tier 6, centres2011 to 202210
Goa, North Goa, Rural, tier 6, offices2011 to 202211
Goa, North Goa, Semi urban, tier 4, centres2005 to 202218
Goa, North Goa, Semi urban, tier 4, offices2005 to 202218
Goa, North Goa, Urban, tier 1, centres2005 to 202117
Goa, North Goa, Urban, tier 1, offices2005 to 202117
Gujarat, Porbandar, Metropolitan, tier 1, centres2005 to 202218
Gujarat, Porbandar, Metropolitan, tier 1, offices2005 to 202218
Gujarat, Porbandar, Rural, tier 6, centres2005 to 202218
Gujarat, Porbandar, Rural, tier 6, offices2005 to 202218
Gujarat, Porbandar, Semi urban, tier 4, centres2005 to 202218
Gujarat, Porbandar, Semi urban, tier 4, offices2005 to 202218
Gujarat, Porbandar, Urban, tier 1, centres2005 to 202218
Gujarat, Porbandar, Urban, tier 1, offices2005 to 202218
Haryana, Bhiwani, Metropolitan, tier 1, centres2011 to 202210
Haryana, Bhiwani, Metropolitan, tier 1, offices2011 to 202210
Haryana, Bhiwani, Rural, tier 6, centres2005 to 202218
Haryana, Bhiwani, Rural, tier 6, offices2005 to 202218
Haryana, Bhiwani, Semi urban, tier 4, centres2005 to 202218
Haryana, Bhiwani, Semi urban, tier 4, offices2005 to 202218
Haryana, Bhiwani, Urban, tier 1, centres2005 to 202218
Haryana, Bhiwani, Urban, tier 1, offices2005 to 202218
Himachal Pradesh, Chamba, Metropolitan, tier 1, centres20121
Himachal Pradesh, Chamba, Metropolitan, tier 1, offices20121
Himachal Pradesh, Chamba, Rural, tier 6, centres20121
Himachal Pradesh, Chamba, Rural, tier 6, offices20121
Himachal Pradesh, Chamba, Semi urban, tier 4, centres20121
Himachal Pradesh, Chamba, Semi urban, tier 4, offices20121
Himachal Pradesh, Chamba, Urban, tier 1, centres20121
Himachal Pradesh, Chamba, Urban, tier 1, offices20121
Himachal Pradesh, Shimla, Metropolitan, tier 1, centres2010 to 202112
Himachal Pradesh, Shimla, Metropolitan, tier 1, offices2005 to 20158
Himachal Pradesh, Shimla, Rural, tier 6, centres2007 to 202216
Himachal Pradesh, Shimla, Rural, tier 6, offices2005 to 202218
Himachal Pradesh, Shimla, Semi urban, tier 4, centres2007 to 202216
Himachal Pradesh, Shimla, Semi urban, tier 4, offices2005 to 202218
Himachal Pradesh, Shimla, Urban, tier 1, centres2007 to 202216
Himachal Pradesh, Shimla, Urban, tier 1, offices2005 to 202218
Jammu & Kashmir, Bandipora, Metropolitan, tier 1, centres2011 to 202210
Jammu & Kashmir, Bandipora, Metropolitan, tier 1, offices2011 to 202210
Jammu & Kashmir, Bandipora, Rural, tier 6, centres2005 to 202218
Jammu & Kashmir, Bandipora, Rural, tier 6, offices2005 to 202218
Jammu & Kashmir, Bandipora, Semi urban, tier 4, centres2005 to 202218
Jammu & Kashmir, Bandipora, Semi urban, tier 4, offices2005 to 202218
Jammu & Kashmir, Bandipora, Urban, tier 1, centres2005 to 202218
Jammu & Kashmir, Bandipora, Urban, tier 1, offices2005 to 202218
Jharkhand, Dhanbad, Metropolitan, tier 1, centres2011 to 202211
Jharkhand, Dhanbad, Metropolitan, tier 1, offices2011 to 202211
Jharkhand, Dhanbad, Rural, tier 6, centres2005 to 202218
Jharkhand, Dhanbad, Rural, tier 6, offices2005 to 202218
Jharkhand, Dhanbad, Semi urban, tier 4, centres2005 to 202218
Jharkhand, Dhanbad, Semi urban, tier 4, offices2005 to 202218
Jharkhand, Dhanbad, Urban, tier 1, centres2005 to 202218
Jharkhand, Dhanbad, Urban, tier 1, offices2005 to 202218
Karnataka, Dakshin Kannad, Metropolitan, tier 1, centres20121
Karnataka, Dakshin Kannad, Metropolitan, tier 1, offices20121
Karnataka, Dakshin Kannad, Rural, tier 6, centres20121
Karnataka, Dakshin Kannad, Rural, tier 6, offices20121
Karnataka, Dakshin Kannad, Semi urban, tier 4, centres20121
Karnataka, Dakshin Kannad, Semi urban, tier 4, offices20121
Karnataka, Dakshin Kannad, Urban, tier 1, centres20121
Karnataka, Dakshin Kannad, Urban, tier 1, offices20121
Karnataka, Tumkur, Metropolitan, tier 1, centres2005 to 202218
Karnataka, Tumkur, Metropolitan, tier 1, offices2005 to 202218
Karnataka, Tumkur, Rural, tier 6, centres2005 to 202218
Karnataka, Tumkur, Rural, tier 6, offices2005 to 202218
Karnataka, Tumkur, Semi urban, tier 4, centres2005 to 202218
Karnataka, Tumkur, Semi urban, tier 4, offices2005 to 202218
Karnataka, Tumkur, Urban, tier 1, centres2005 to 202218
Karnataka, Tumkur, Urban, tier 1, offices2005 to 202218
Kerala, Palakkad, Rural, tier 6, centres2010 to 202213
Kerala, Palakkad, Rural, tier 6, offices2005 to 202218
Kerala, Palakkad, Semi urban, tier 4, centres2010 to 202213
Kerala, Palakkad, Semi urban, tier 4, offices2005 to 202218
Kerala, Palakkad, Urban, tier 1, centres2010 to 202213
Kerala, Palakkad, Urban, tier 1, offices2005 to 202218
Ladakh, Leh Ladakh, Semi urban, tier 4, centres20221
Ladakh, Leh Ladakh, Semi urban, tier 4, offices20221
Madhya Pradesh, Chhindwara, Metropolitan, tier 1, centres20121
Madhya Pradesh, Chhindwara, Metropolitan, tier 1, offices20121
Madhya Pradesh, Chhindwara, Rural, tier 6, centres20121
Madhya Pradesh, Chhindwara, Rural, tier 6, offices20121
Madhya Pradesh, Chhindwara, Semi urban, tier 4, centres20121
Madhya Pradesh, Chhindwara, Semi urban, tier 4, offices20121
Madhya Pradesh, Chhindwara, Urban, tier 1, centres20121
Madhya Pradesh, Chhindwara, Urban, tier 1, offices20121
Madhya Pradesh, Sehore, Metropolitan, tier 1, centres2009 to 202214
Madhya Pradesh, Sehore, Metropolitan, tier 1, offices2009 to 202214
Madhya Pradesh, Sehore, Rural, tier 6, centres2005 to 202218
Madhya Pradesh, Sehore, Rural, tier 6, offices2005 to 202218
Madhya Pradesh, Sehore, Semi urban, tier 4, centres2005 to 202218
Madhya Pradesh, Sehore, Semi urban, tier 4, offices2005 to 202218
Madhya Pradesh, Sehore, Urban, tier 1, centres2005 to 202218
Madhya Pradesh, Sehore, Urban, tier 1, offices2005 to 202218
Maharashtra, Hingoli, Metropolitan, tier 1, centres20121
Maharashtra, Hingoli, Metropolitan, tier 1, offices20121
Maharashtra, Hingoli, Rural, tier 6, centres20121
Maharashtra, Hingoli, Rural, tier 6, offices20121
Maharashtra, Hingoli, Semi urban, tier 4, centres20121
Maharashtra, Hingoli, Semi urban, tier 4, offices20121
Maharashtra, Hingoli, Urban, tier 1, centres20121
Maharashtra, Hingoli, Urban, tier 1, offices20121
Maharashtra, Nanded, Metropolitan, tier 1, centres2005 to 202218
Maharashtra, Nanded, Metropolitan, tier 1, offices2005 to 202218
Maharashtra, Nanded, Rural, tier 6, centres2005 to 202218
Maharashtra, Nanded, Rural, tier 6, offices2005 to 202218
Maharashtra, Nanded, Semi urban, tier 4, centres2005 to 202218
Maharashtra, Nanded, Semi urban, tier 4, offices2005 to 202218
Maharashtra, Nanded, Urban, tier 1, centres2005 to 202218
Maharashtra, Nanded, Urban, tier 1, offices2005 to 202218
Manipur, Imphal West, Rural, tier 6, centres2005 to 202218
Manipur, Imphal West, Rural, tier 6, offices2005 to 202218
Manipur, Imphal West, Semi urban, tier 4, centres2005 to 202218
Manipur, Imphal West, Semi urban, tier 4, offices2005 to 202218
Manipur, Imphal West, Urban, tier 1, centres2005 to 202218
Manipur, Imphal West, Urban, tier 1, offices2005 to 202218
Meghalaya, East Garo Hills, Rural, tier 6, centres2005 to 202218
Meghalaya, East Garo Hills, Rural, tier 6, offices2005 to 202218
Meghalaya, East Garo Hills, Semi urban, tier 4, centres2005 to 202218
Meghalaya, East Garo Hills, Semi urban, tier 4, offices2005 to 202218
Meghalaya, East Garo Hills, Urban, tier 1, centres2005 to 202218
Meghalaya, East Garo Hills, Urban, tier 1, offices2005 to 202218
Mizoram, Aizawl, Rural, tier 6, centres2011 to 20219
Mizoram, Aizawl, Rural, tier 6, offices2011 to 20219
Mizoram, Aizawl, Semi urban, tier 4, centres2005 to 202214
Mizoram, Aizawl, Semi urban, tier 4, offices2005 to 202218
Mizoram, Aizawl, Urban, tier 1, centres2005 to 202218
Mizoram, Aizawl, Urban, tier 1, offices2005 to 202218
Nagaland, Longleng, Rural, tier 6, centres2011 to 202211
Nagaland, Longleng, Rural, tier 6, offices2005 to 202218
Nagaland, Longleng, Semi urban, tier 4, centres2011 to 202211
Nagaland, Longleng, Semi urban, tier 4, offices2005 to 202218
Nagaland, Longleng, Urban, tier 1, centres2011 to 202210
Nagaland, Longleng, Urban, tier 1, offices2011 to 202210
Nagaland, Mokokchung, Rural, tier 6, centres20121
Nagaland, Mokokchung, Rural, tier 6, offices20121
Nagaland, Mokokchung, Semi urban, tier 4, centres20121
Nagaland, Mokokchung, Semi urban, tier 4, offices20121
Nct of Delhi, New Delhi, Metropolitan, tier 1, centres2005 to 202218
Nct of Delhi, New Delhi, Metropolitan, tier 1, offices2005 to 202218
Nct of Delhi, New Delhi, Rural, tier 6, centres2005 to 202218
Nct of Delhi, New Delhi, Rural, tier 6, offices2005 to 202218
Nct of Delhi, New Delhi, Semi urban, tier 4, centres2011 to 202210
Nct of Delhi, New Delhi, Semi urban, tier 4, offices2011 to 202210
Nct of Delhi, New Delhi, Urban, tier 1, centres2011 to 202210
Nct of Delhi, New Delhi, Urban, tier 1, offices2011 to 202210
Odisha, Sundargarh, Metropolitan, tier 1, centres2006 to 202115
Odisha, Sundargarh, Metropolitan, tier 1, offices2006 to 202115
Odisha, Sundargarh, Rural, tier 6, centres2005 to 202218
Odisha, Sundargarh, Rural, tier 6, offices2005 to 202218
Odisha, Sundargarh, Semi urban, tier 4, centres2005 to 202218
Odisha, Sundargarh, Semi urban, tier 4, offices2005 to 202218
Odisha, Sundargarh, Urban, tier 1, centres2005 to 202218
Odisha, Sundargarh, Urban, tier 1, offices2005 to 202218
Puducherry, Rural, tier 6, centres2011 to 202210
Puducherry, Rural, tier 6, offices2005 to 202218
Puducherry, Semi urban, tier 4, centres2011 to 202210
Puducherry, Semi urban, tier 4, offices2005 to 202218
Puducherry, Urban, tier 1, centres2011 to 202210
Puducherry, Urban, tier 1, offices2005 to 202218
Punjab, Gurdaspur, Metropolitan, tier 1, centres2008 to 202214
Punjab, Gurdaspur, Metropolitan, tier 1, offices2005 to 202216
Punjab, Gurdaspur, Rural, tier 6, centres2007 to 202216
Punjab, Gurdaspur, Rural, tier 6, offices2005 to 202218
Punjab, Gurdaspur, Semi urban, tier 4, centres2007 to 202216
Punjab, Gurdaspur, Semi urban, tier 4, offices2005 to 202218
Punjab, Gurdaspur, Urban, tier 1, centres2007 to 202216
Punjab, Gurdaspur, Urban, tier 1, offices2005 to 202218
Punjab, Sangrur, Metropolitan, tier 1, centres20121
Punjab, Sangrur, Metropolitan, tier 1, offices20121
Punjab, Sangrur, Rural, tier 6, centres20121
Punjab, Sangrur, Rural, tier 6, offices20121
Punjab, Sangrur, Semi urban, tier 4, centres20121
Punjab, Sangrur, Semi urban, tier 4, offices20121
Punjab, Sangrur, Urban, tier 1, centres20121
Punjab, Sangrur, Urban, tier 1, offices20121
Rajasthan, Hanumangarh, Metropolitan, tier 1, centres2005 to 202218
Rajasthan, Hanumangarh, Metropolitan, tier 1, offices2005 to 202218
Rajasthan, Hanumangarh, Rural, tier 6, centres2005 to 202218
Rajasthan, Hanumangarh, Rural, tier 6, offices2005 to 202218
Rajasthan, Hanumangarh, Semi urban, tier 4, centres2005 to 202218
Rajasthan, Hanumangarh, Semi urban, tier 4, offices2005 to 202218
Rajasthan, Hanumangarh, Urban, tier 1, centres2005 to 202218
Rajasthan, Hanumangarh, Urban, tier 1, offices2005 to 202218
Rajasthan, Karauli, Metropolitan, tier 1, centres20121
Rajasthan, Karauli, Metropolitan, tier 1, offices20121
Rajasthan, Karauli, Rural, tier 6, centres20121
Rajasthan, Karauli, Rural, tier 6, offices20121
Rajasthan, Karauli, Semi urban, tier 4, centres20121
Rajasthan, Karauli, Semi urban, tier 4, offices20121
Rajasthan, Karauli, Urban, tier 1, centres20121
Rajasthan, Karauli, Urban, tier 1, offices20121
Sikkim, East Sikkim, Rural, tier 6, centres2005 to 202218
Sikkim, East Sikkim, Rural, tier 6, offices2005 to 202218
Sikkim, East Sikkim, Semi urban, tier 4, centres2005 to 202016
Sikkim, East Sikkim, Semi urban, tier 4, offices2005 to 202016
Sikkim, East Sikkim, Urban, tier 1, centres2011 to 202210
Sikkim, East Sikkim, Urban, tier 1, offices2011 to 202210
Sikkim, South Sikkim, Rural, tier 6, centres20121
Sikkim, South Sikkim, Rural, tier 6, offices20121
Sikkim, South Sikkim, Semi urban, tier 4, centres20121
Sikkim, South Sikkim, Semi urban, tier 4, offices20121
Tamil Nadu, Ariyalur, Metropolitan, tier 1, centres20121
Tamil Nadu, Ariyalur, Metropolitan, tier 1, offices20121
Tamil Nadu, Ariyalur, Rural, tier 6, centres20121
Tamil Nadu, Ariyalur, Rural, tier 6, offices20121
Tamil Nadu, Ariyalur, Semi urban, tier 4, centres20121
Tamil Nadu, Ariyalur, Semi urban, tier 4, offices20121
Tamil Nadu, Ariyalur, Urban, tier 1, centres20121
Tamil Nadu, Ariyalur, Urban, tier 1, offices20121
Tamil Nadu, Tiruppur, Metropolitan, tier 1, centres2005 to 202218
Tamil Nadu, Tiruppur, Metropolitan, tier 1, offices2005 to 202218
Tamil Nadu, Tiruppur, Rural, tier 6, centres2005 to 202218
Tamil Nadu, Tiruppur, Rural, tier 6, offices2005 to 202218
Tamil Nadu, Tiruppur, Semi urban, tier 4, centres2005 to 202218
Tamil Nadu, Tiruppur, Semi urban, tier 4, offices2005 to 202218
Tamil Nadu, Tiruppur, Urban, tier 1, centres2005 to 202218
Tamil Nadu, Tiruppur, Urban, tier 1, offices2005 to 202218
Telangana, Nalgonda, Metropolitan, tier 1, centres2016 to 20227
Telangana, Nalgonda, Metropolitan, tier 1, offices2016 to 20227
Telangana, Nalgonda, Rural, tier 6, centres2016 to 20227
Telangana, Nalgonda, Rural, tier 6, offices2016 to 20227
Telangana, Nalgonda, Semi urban, tier 4, centres2016 to 20227
Telangana, Nalgonda, Semi urban, tier 4, offices2016 to 20227
Telangana, Nalgonda, Urban, tier 1, centres2016 to 20227
Telangana, Nalgonda, Urban, tier 1, offices2016 to 20227
Tripura, North Tripura, Rural, tier 6, centres2005 to 202218
Tripura, North Tripura, Rural, tier 6, offices2005 to 202218
Tripura, North Tripura, Semi urban, tier 4, centres2005 to 202218
Tripura, North Tripura, Semi urban, tier 4, offices2005 to 202218
Tripura, North Tripura, Urban, tier 1, centres2005 to 202218
Tripura, North Tripura, Urban, tier 1, offices2005 to 202218
Uttar Pradesh, Kaushambi, Metropolitan, tier 1, centres2005 to 202218
Uttar Pradesh, Kaushambi, Metropolitan, tier 1, offices2005 to 202218
Uttar Pradesh, Kaushambi, Rural, tier 6, centres2005 to 202218
Uttar Pradesh, Kaushambi, Rural, tier 6, offices2005 to 202218
Uttar Pradesh, Kaushambi, Semi urban, tier 4, centres2005 to 202218
Uttar Pradesh, Kaushambi, Semi urban, tier 4, offices2005 to 202218
Uttar Pradesh, Kaushambi, Urban, tier 1, centres2005 to 202218
Uttar Pradesh, Kaushambi, Urban, tier 1, offices2005 to 202218
Uttarakhand, Haridwar, Rural, tier 6, centres20121
Uttarakhand, Haridwar, Rural, tier 6, offices20121
Uttarakhand, Haridwar, Semi urban, tier 4, centres20121
Uttarakhand, Haridwar, Semi urban, tier 4, offices20121
Uttarakhand, Haridwar, Urban, tier 1, centres20121
Uttarakhand, Haridwar, Urban, tier 1, offices20121
Uttarakhand, Udham Singh Nagar, Metropolitan, tier 1, centres2006 to 20104
Uttarakhand, Udham Singh Nagar, Metropolitan, tier 1, offices2006 to 20104

The first 300 of 321 series. The JSON and CSV hold all of them, and the every-cut table lists each one.

03

Cite this data

Reserve Bank of India (via DBIE), compiled by Measure of India, “Centres and offices of state and district central co-operative banks by district and population group, each year”, vintage 9 October 2026. measure.thisindianlife.today/data/credit-deep-coop-offices-districts/

The figures keep the terms of the agency that publishes them. Our compilation and layout are under CC BY 4.0.