Collections - Dataful

CollectionGig Workers in IndiaThe collection comprises datasets on gig workers compiled from various sources. These include gender- and state-wise counts of platform-based gig workers registered on the e-Shram portal, registrations categorized by occupational sector, and estimates of the overall gig workforce.5 datasetsView →

CollectionPeriodic Labour Force Survey (PLFS)This collection consists of datasets from the Periodic Labour Force Survey (PLFS). PLFS is a national survey conducted in India to assess labor market indicators, including employment, unemployment, and workforce participation. It collects data on various demographic characteristics, employment status, and economic activities, providing insights into the country's labor dynamics and helping inform policy decisions. The years covered in the survey are from July to June. For instance, 2023-24 refers to the period July 2023 to June 2024 and likewise for other years.39 datasetsView →

CollectionPrison Staff Strength and Training from Prison Statistics India Reports, NCRBThis collection of datasets, derived from the National Crime Records Bureau (NCRB) Prison Statistics India reports, provides a detailed structural analysis of the human resources managing India’s correctional facilities. It tracks the year-wise and state-wise sanctioned and actual strength of jail personnel, highlighting critical gaps in the workforce through vacancy data and inmate-to-staff ratios. The data encompasses a wide range of roles, including high-level officers (DG, IG, Superintendent), jail cadre staff (Warders and Matrons), medical professionals, and ministerial staff. A significant focus of this collection is the representation of women among jail officers and staff, as well as the presence of specialised correctional personnel such as psychologists, social workers, and welfare officers. Additionally, the datasets monitor the professional development of the workforce by documenting the frequency and scale of training programs provided to jail staff. These insights are vital for researchers and policymakers evaluating administrative efficiency, staff welfare, and the overall capacity of the Indian penal system to provide secure and rehabilitative environments.10 datasetsView →

CollectionEmployment Provident Fund Payroll DataThe collection contains master data on employees payroll from the year 2017-18 to till date. The specifics of data contained in the dataset include year-, month-, state-, age-group-, industry-type- and gender-wise compiled data on estimate number of payroll members and the number of new, exited and rejoined subscribers in Employment Provident Fund Organization (EPFO) The Employment Provident Fund (EPF) was launched in the year 1951 under the Employees Provident Fund Act to administer contributory provident fund, pension scheme and an insurance scheme. It promotes to save funds for retirement for the workforce engaged in the organized sector in India. The Act and Schemes framed there under are administered by a tri-partite Board known as the Central Board of Trustees, Employees' Provident Fund, consisting of representatives of Government (Both Central and State), Employers, and Employees. It is one of the world’s largest organizations in terms of clientele and the volume of financial transactions undertaken by it. The Board is assisted by the Employees’ Provident Fund Organization (EPFO), which functions under Ministry of Labour and Employment. 10 datasetsView →