All India, Region, Activity and Establishment-type Estimated number of workers by nature of employment and gender for each activity category

This dataset contains the All India, Region, Activity and Establishment-wise Estimated number of workers by nature of employment and gender for each activity category. Employment nature here means part-time and full-time. Note: Survey for 2025 was done between Jan-Dec 2025

Rows: 16182
Columns: 10
Time period: 2021-22 to 2023-24, 2025
Last Updated: 11 June 2026

report_year	state	region	indicator	activity_category	establishment_type	gender	nature_of_employment	value	unit
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Male	Full Time	484	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Female	Full Time	83	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	All	Full Time	568	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Male	Part Time	4	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Female	Part Time	0	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	All	Part Time	4	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Male	All	489	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Female	All	83	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	All	All	572	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Manufacture of food products	Hired Worker Establishments(HWE)	Male	Full Time	543806	value in absolute number

Sample from the dataset, for your reference.

Column metadata
Column	Type	Distinct	Count	Description
report_year	String	4	16182	The calendar year to which the reported survey data pertains.
state	String	1	16182	The geographic coverage of the data, either a specific state or an All India aggregate.
region	String	3	16182	The type of region the data pertains to, such as rural or urban areas.
indicator	String	1	16182	The statistical indicator being reported, describing what the measured count represents.
activity_category	String	93	16182	The industrial or economic activity classification of the establishments, such as the type of manufacturing or processing performed.
establishment_type	String	3	16182	The classification of factories by employment structure, such as establishments that employ hired workers.
gender	String	3	16182	The gender of the workers being counted, including aggregate categories.
nature_of_employment	String	5	16182	The employment arrangement of the workers, distinguishing categories such as full-time and part-time work.
value	Int64	13708	16182	The estimated count of workers for the given activity, establishment type, gender, and nature of employment.
unit	String	1	16182	The unit of measurement used for the reported value.

All India, Region, Activity and Establishment-type Estimated number of workers by nature of employment and gender for each activity category

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Sample from the dataset, for your reference.

All India, Region, Activity and Establishment-type Estimated number of workers by nature of employment and gender for each activity category

Rows: 16182
Columns: 10
Time period: 2021-22 to 2023-24, 2025
Last Updated: 11 June 2026

report_year	state	region	indicator	activity_category	establishment_type	gender	nature_of_employment	value	unit
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Male	Full Time	484	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Female	Full Time	83	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	All	Full Time	568	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Male	Part Time	4	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Female	Part Time	0	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	All	Part Time	4	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Male	All	489	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	Female	All	83	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Cotton ginning, cleaning and bailing	Hired Worker Establishments(HWE)	All	All	572	value in absolute number
2025	All India	Rural	Estimated Number of Workers by Nature of Employment and Gender	Manufacture of food products	Hired Worker Establishments(HWE)	Male	Full Time	543806	value in absolute number

Sample from the dataset, for your reference.

All India, Region, Activity and Establishment-type Estimated number of workers by nature of employment and gender for each activity category

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All India, Region, Activity and Establishment-type Estimated number of workers by nature of employment and gender for each activity category

All India, Region, Activity and Establishment-type Estimated number of workers by nature of employment and gender for each activity category

Data preview

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Collection