Collections - Dataful

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 →

CollectionExecutive Record Sheet of IAS OfficersThis collection contains datasets related to all the professional details of IAS officers like Mid-Career Training, Foreign Training, Experience, Awards received during training etc.7 datasetsView →

CollectionQuarterly Employment SurveyThe quarterly employment survey is carried out by the Labour Bureau under the Ministry of Labour and Employment since 2021-22. It provides quarterly updates about employment vacancies, training, and other related parameters for selected nine (9) sectors of the non-farm economy over successive quarters. These nine sectors are Manufacturing, Construction, Trade, Transport, Education, Health, Accommodation & Restaurants, Information Technology (IT) & Business Process Outsourcing (BPO), and Financial Services.5 datasetsView →

CollectionPerformance of major skilling programsThis collection contains the details about the performance of major skilling programs undertaken in India. This data includes performance under Pradhan Mantri Kaushal Vikas Yojana (PMKVY), Deen Dayal Upadhyaya Grameen Kaushalya Yojana (DDU-GKY), Craftsmen Training Scheme (CTS), and data on new subscribers in net payroll under Employee Provident Fund (EPF), Employee State Insurance (ESI), and New Pension Scheme (NPS).5 datasetsView →

CollectionBudgeted Expenditure on EducationThis collection contains All-India, state-wise, year-wise, sector-wise, and ministry-wise data on budgeted public expenditure on education and training in India. It covers expenditure by State and Central Governments across Revenue and Capital Accounts, Loans and Advances, and includes Education and Other Departments. The collection provides expenditure data for elementary, secondary, adult, general, language, technical, and university education, along with education and training under formal and informal categories. It also includes education expenditure as a percentage of GDP, state budgets and GSDP, Centre and State budget provisions, and ministry-wise allocations, enabling analysis of trends, priorities, and the share of public spending on education.18 datasetsView →

CollectionRehabilitation and Welfare of Prisoners from Prison Statistics India Reports, NCRBThis collection of datasets, compiled from the National Crime Records Bureau (NCRB) Prison Statistics India reports, provides a comprehensive overview of the rehabilitation and welfare mechanisms within the Indian penal system. It tracks the systemic efforts to reform and reintegrate inmates through educational initiatives like adult, higher, and computer education and diverse vocational training in fields such as agriculture, carpentry, and handloom. The data further monitors the protection of prisoner rights by documenting complaints filed with the National and State Human Rights Commissions (NHRC/SHRC) and other specialized bodies regarding cruelty or denial of lawful rights. Additionally, the collection highlights the critical role of NGOs in providing medical and legal aid, with specific attention to organizations dedicated to women prisoners. Key economic indicators are also included, such as wages paid to skilled and unskilled inmates, the gross value of goods produced by prisoners, and the financial assistance provided upon release. Available at both year-wise and state-wise levels, these datasets are essential for evaluating the effectiveness of correctional reforms and the socio-economic empowerment of incarcerated individuals in India.12 datasetsView →

CollectionUSA Students Studying Abroad (Open Doors Report)The collection contains historically compiled data from the year 1989-90 on United Nations of America (USA) Students who are enrolled in educational institutions in other countries for pursuing different fields of studies. The specifics of data contained in the collection include Academic-year-wise number of international students who are enrolled in different regions and countries for pursuing different programmes and fields of study such as Agriculture, Natural Resources and Conservation, Communication, Journalism, Communications Technologies/Technicians, Construction Trades, Engineering, Engineering Technologies/Technicians, Mechanic and Repair Technologies/Technicians, Military Technologies, Precision Production, Transportation and Materials Moving, Architecture, Visual and Performing, Arts, Health Professions, Residency Programs, English Language and Literature/Letters, Foreign Languages, Literatures and, Linguistics, Philosophy and Religious Studies, Theology and Religious Vocations, Homeland Security, Law Enforcement, and Firefighting, Legal Professions and Studies, Computer and Information Sciences, Mathematics and Statistics, Basic Skills, Family and Consumer Sciences/Human Sciences, Liberal Arts and Sciences/General Studies, Library Science, Multi/Interdisciplinary Studies, Parks, Recreation, Leisure and Fitness Studies, Personal and Culinary Services, Reserve Officer Training Corps, Biological and Biomedical Sciences, Physical Sciences, Science Technologies/Technicians, Area, Ethnic, Cultural and Gender Studies, History, Psychology, Public Administration and Social Service Professions, Social Sciences, Family and Consumer Sciences/Human Sciences, etc.6 datasetsView →

CollectionIndia's Top-25 Trade PartnersThis collection contains datasets of India's Top-25 Trading Partners whose average Imports to & Exports from India are in the Top-25 between 2016 and 202265 datasetsView →

CollectionBSE and NSE IndicesThis collection provides a comprehensive statistical overview of daily market performance across India's two primary stock exchanges: the Bombay Stock Exchange (BSE) and the National Stock Exchange (NSE). By consolidating day-wise trading metrics such as Open, High, Low, Close, Turnover Amount, and Shares Traded, the collection tracks the volatility, liquidity, and overall trajectory of various market indices. It also integrates key fundamental valuation metrics, including Price-to-Earnings (P/E) and Price-to-Book (P/B) ratios for BSE indices. Together, these datasets offer granular insights into market sentiment and valuation, helping investors, researchers, and analysts evaluate historical trends, sectoral momentum, and broad economic health. Bombay Stock Exchange (BSE) and National Stock Exchange (NSE) are the leading financial exchanges in India. An index on these exchanges (such as the BSE Sensex or NSE Nifty 50) is a statistical aggregate that measures the performance of a selected basket of stocks. These indices act as barometers for the broader equity market, reflecting the collective performance of key sectors or the overall economy.2 datasetsView →

CollectionReleases, Transfers and Movements of Prisioners from Prison Statistics India Reports, NCRBThis collection of datasets, derived from the National Crime Records Bureau (NCRB) Prison Statistics India reports, provides a detailed look at the systemic flow of inmates through the Indian penal system. It specifically monitors prisoner releases and transfers, tracking the annual exit of convicts, undertrials, and detenues through various legal channels such as bail, acquittal, appeal, and completion of sentences. The data also captures critical operational and humanitarian metrics, including the physical movement of inmates outside prison premises for court and medical visits, the status of long-term undertrials under Section 436A of the CrPC, and the prevalence of mental illness among the incarcerated. Additionally, it provides specific insights into the management of parole, documenting the rates of release, absconding, and subsequent arrests. Together, these datasets offer a vital empirical foundation for analysing judicial efficiency, prisoner welfare, and the overall rehabilitative capacity of India's correctional framework.14 datasetsView →

CollectionSEBI Handbook of StatisticsThis collection brings together datasets related to India’s securities markets, investment trends, and capital market infrastructure, sourced primarily from Securities and Exchange Board of India. It covers key themes such as resource mobilisation through equity and debt instruments, mutual fund investments, foreign portfolio investment (FPI), equity cash and derivatives trading trends, dematerialisation statistics, investor grievances, and market participation across cities, industries, and instrument types. The datasets enable analysis of fundraising patterns, trading behaviour, investment flows, and investor activity in Indian capital markets over time16 datasetsView →

CollectionOffence wise Population of Prisoners from Prison Statistics India Reports, NCRBThis collection of datasets, derived from the National Crime Records Bureau (NCRB) Prison Statistics India reports, provides a detailed classification of the offences and criminal history of both convicted and undertrial prisoners. It distinguishes between crimes committed under the Indian Penal Code (IPC)—such as offences against the human body (murder, rape), property crimes (theft, burglary), and crimes against women (dowry deaths, cruelty)—and those falling under Special and Local Laws (SLL), including the NDPS Act, Arms Act, and the Prevention of Corruption Act. Beyond the nature of the charges, the collection monitors the patterns of recidivism across India, tracking the number of habitual offenders and their tendency to reoffend upon release. Available at both national and state levels, these datasets offer a critical empirical foundation for understanding the legal composition of the prison population, the prevalence of specific crime types within the judicial system, and the long-term effectiveness of rehabilitation and deterrence strategies.10 datasetsView →