Collections - Dataful

CollectionESG data from BRSRThe Business Responsibility and Sustainability Reports (BRSR) framework is a mandatory disclosure mechanism for top 1000 (NSE and BSE) listed companies or businesses by market capitalization to report their performance on Environmental, Social and Governance (ESG) aspects and demonstrate their commitment to responsible business practices. The data has been updated based on company reports published on the NSE and BSE websites. The collection contains year- and company-wise, along with details of Corporate Identification Number (CIN), datasets on financial, environmental, social and governance performance of top 1000 companies, which are listed every year by market capitalization. The specifics of data contained for each of 1000 companies in the datasets include: -paid up capital, turnover and net worth -the name, shares and contribution, and other details of each of the subsidiary company of the top 1000 companies -number of locations, both within and outside India, where the offices their are located -the types of business activities and products and services that are done -gender-wise number of employees and workers, both permanent and others, along with details of their contribution in turnover of the company, -the details of grievance redressal mechanism such as number of complaints received, disposed and pending resolution, etc. Note: We observed certain discrepancies in the units reported by a few companies in their BRSR submissions, specifically between the PDF files and the corresponding XML files. On Dataful, we have retrieved the units mentioned in the PDF files to correct the XML data wherever possible and are working to make the datasets as accurate as possible. In some cases, data from PDF files of two different years for the same company did not match. In such instances, the data from the latest year has been considered. However, we recommend verifying the information directly with SEBI and/or the respective companies if you notice any such discrepancies. 57 datasetsView →

CollectionHistorical Data of Parliament of India Since 1952The Ministry of Parliamentary Affairs (MPA) publishes yearly reports relating to Parliamentary Functioning and Conduct of Business. Based on these reports, Factly has made the collection of datasets that contain Historical Data of the Parliament of India, beginning from the First Lok Sabha and Rajya Sabha Since 1952 The specifics of historical data contained in the datasets include data relating to Elections and Appointments - names of the ruling party and opposition leaders, names of the speakers, deputy speakers, pro tem speakers, chairpersons, along with dates of election and appointment and tenure of service, President’s Address and Motion of Thanks - names and designations of the persons who have given motion of thanks, along with time allocated and time taken in giving motion of thanks, Parliament Functioning - constitution, swearing, commencement, dissolution, resignation, summoning, sitting, adjournment, prorogation and other details, Discussion, and Debates - bills passed, lapsed, withdrawn, budget, confidence and no confidence motions, time allocated and time lost due to interruptions and other reasons, Promises given, implemented, pending, and other details.36 datasetsView →

CollectionIndian Students Studying in USAThe collection contains Academic-year-wise historically compiled data from the year 1949-50 on the Number of Indian Students who are enrolled in different educational institutes of United States of America (USA) for pursuing Post Graduate, Graduate, Non-degree and other programmes of study in courses such as Business/ Management, Engineering, Fine/ Applied Arts, Health Professions, Humanities, Intensive English, Math/ Computer Science, Physical/ Life Sciences, Social Sciences, etc.5 datasetsView →

CollectionInternational Students Studying in USA (Open Doors Report)The collection contains historically compiled data from the year 1949-50 on International Students enrolled in different educational institutions of United States of America (USA). The specifics of data contained in the collection include Academic-year-wise number of international students who are enrolled in USA by different regions and countries, for different programmes and fields of study such as post graduate, graduate, non-degree, and others in courses such as Business/ Management, Engineering, Fine/ Applied Arts, Health Professions, Humanities, Intensive English, Math/ Computer Science, Physical/ Life Sciences, Social Sciences, etc. In addition, the collection contains data on academic-year-wise number of USA students enrollments within USA15 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 →

CollectionInfrastructure Data from RBI's Handbook on Indian StatesSince 2016, the Reserve Bank of India (RBI) has published the annual Handbook of Statistics on Indian States, providing a comprehensive time series of socio-economic data. It covers sub-national statistics on demographics, health, state economy, agriculture, environment, prices, wages, industry, infrastructure, banking, and fiscal indicators across Indian states, with data spanning from 1951. This Collection contains datasets on year- and state-wise infrastructure and utility metrics in India, including power availability, installed capacity, electricity losses, ease of doing business rankings, transportation infrastructure (roads, highways, railways), renewable energy capacity, power supply-demand, telephone density, and the availability of computer facilities in schools.14 datasetsView →

CollectionFIFA: World Cups Ranks, Revenue and Expenses/InvestmentsThe collection contains datasets on Fédération Internationale de Football Association or FIFA's world cup ranks, yearly revenue and expenses. Revenue dataset includes that from TV rights, sponsorships, and tickets and expenditure dataset covers spending records on the FIFA World Cup, development programs, and business operations. 5 datasetsView →

CollectionSurvey on Computer Software and Information Technology Enabled Services ExportsThis collection contains datasets from RBI’s annual Survey on Computer Software and ITES Exports, covering year-wise value and share of India’s software services exports by activity, ITES industry, type of organization, destination country and region, currency of invoice, on-site/off-site delivery and mode of supply. It also includes datasets on the software business of foreign affiliates of Indian companies, by activity and by country, split into business done locally, to India and to other countries20 datasetsView →

CollectionDebt Securities and Mutual Fund Market StatisticsThis collection provides a comprehensive statistical overview of debt instruments and investment flows across the financial sector. By consolidating data on Municipal Bonds, Non-Convertible Debentures (NCDs), Corporate Bonds, and Securitized Debt Instruments, the collection tracks the lifecycle of these markets from issuance and private placements to redemptions and outstanding volumes. It also integrates key Mutual Fund activity statistics, including funds mobilized and total assets under management (AUM) categorized by investment objectives. Together, these datasets offer granular insights into the participation of financial and non-financial corporations, helping analyze liquidity trends, credit market conditions, fundraising activity, and institutional investment patterns. Municipal Bonds are debt securities issued by municipal corporations or local government bodies to finance public infrastructure projects such as roads, water supply systems, and urban development. These bonds typically provide investors with periodic interest payments and repayment of principal at maturity, while enabling municipalities to raise long-term capital for civic projects. Corporate Bonds are debt instruments issued by companies to raise funds for business expansion, operations, refinancing, or capital expenditure. Investors lend money to the corporation in exchange for fixed or variable interest payments over a specified tenure, with repayment of principal upon maturity. Securitized Instruments are financial securities created by pooling underlying assets such as loans, receivables, or mortgages and converting them into tradable investment products. These instruments help institutions improve liquidity and allow investors to participate in diversified income-generating asset pools. A Public Issue refers to the offering of bonds or debt securities to the general public through regulated market mechanisms, enabling broad investor participation. In contrast, a Private Placement involves the sale of bonds directly to a select group of institutional or qualified investors without a public offering, often allowing faster fundraising with customized terms. Financial Corporations are institutions primarily engaged in financial intermediation and related services, such as banks, insurance companies, mutual funds, non-banking financial companies (NBFCs), and other investment entities. These organizations raise, manage, lend, or invest capital within the financial system. Non-Financial Corporations are companies whose primary business activities involve the production of goods or delivery of non-financial services, including sectors such as manufacturing, infrastructure, technology, energy, telecommunications, and retail. These corporations participate in debt markets mainly to raise capital for business operations, expansion, and long-term investments.9 datasetsView →