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1 Prowess Academics will appreciate Prowess. Prowess is a special delivery of the famous Prowess database with a user-interface that is designed for the academic research community. Download all the data you need for your research on Indian firms in just five simple steps. The user-interface is extremely simple. The Prowess database is invaluable to the research community as it provides a long- me series of data; it assures no deliberate survival bias and it delivers standardised data on listed and unlisted companies. Prowess delivers financial performance data and markets data. It leverages the rich disclosure requirements mandated in India. Prowess contains data on over 45,000 companies and has a 25-year me-series for the older companies. Prowess is a well-accepted database with several research papers published in reputed peer-reviewed journals. Prowess facilitates replica on.

2 Prowess PROWESS Prowess Data extrac on Interface for Academia Prowess is a delivery of the Prowess database that is specially designed for academia. It facilitates easy download of large amounts of data from the Prowess database. Prowess India delivers data for over 45,000 companies. It provides a me-series of financial and markets data since The database does not suffer any deliberate survival bias. The service facilitates storage of specifica on files used to download data, sharing of the specifica on files and replica on of downloads. Prowess delivers the data as de-limited text files. The service envisages users processing the downloaded data in professional sta s cal packages or using their own so ware. The database includes the following kinds of informa on: 1 Basic iden ty and classifica on informa on 2 Board of directors and ownership of equity 3 Auditors, bankers, subsidiaries 4 Related party transac ons, bulk deals, insider trading 5 Annual financial statements of standalone and consolidated statements including all financial ra os 6 Interim financial statements and ra os 7 Stock prices, dividend declara ons, daily total returns, earnings ra os 8 Business segments, products produced or traded, energy consump on 9 Mergers and acquisi ons The database is standardized to enable inter-company and temporal comparability of the data. The Prowess service is available only to educa onal ins tu ons and not-for-profit research organisa ons.

3 Prowess Extract data in 5 simple steps Database vintages ensure replica on of downloads

4 Prowess Companies in Database Manufacturing Mining Electricity Services Construc on, Financial Total (other than real estate services Companies financial) & irriga on ,053 1,001 1, , , , , ,274 1,350 2, , ,447 1,622 2, , ,749 2,144 3, , ,431 2,784 4, , ,549 3,238 6, , ,475 2,798 6, , ,538 2,545 6, , ,377 3,109 6, , ,367 4,115 7, , ,213 4,642 7, , ,226 5,012 8, , ,440 5,952 9, , ,370 9,325 12,170 1, , ,222 11,725 13,858 1, , ,105 14,596 15,893 2, , ,188 16,267 16,961 3, , ,263 17,562 17,739 3, , ,331 19,273 18,683 4, , ,412 21,404 20,001 5, , ,422 22,131 20,312 5, , ,400 21,640 19,173 6, , ,341 21,381 17,277 8, , ,358 19,282 15,163 8, , ,333 19,446 13,888 9, , ,278 16,656 10,712 10, , ,383 12,472 8,975 7, , ,861 1,516 4, ,377 Unique Companies 7,505 43,623 29,070 16, ,340 Total Observa ons 107, , ,679 85, , ,397 of financial statements Updated on: 11 Dec :30AM

5 Prowess Database Tables Table Min date Max date Indicator count Iden ty & Background Iden ty 51 History of Company Name Changes 04 Aug Sep 17 4 History of Classifica ons 30 Apr Jun Ownership & Governance Board of Directors 30 Apr Mar Equity Ownership Pa ern 31 Mar Sep Equity Ownership of Major Investors 31 Mar Sep Board Mee ngs 15 Jul Sep 17 7 Subsidiaries 31 Jan Mar 17 5 Auditors 31 Jan Mar 17 5 Bankers 28 Feb Mar 17 5 Related Party Transac ons 31 Mar Mar Bulk and Block Deals 17 Dec Sep Insider Trading 25 Sep Sep Substan al Acquisi on of Shares 07 Aug Sep Financial Statements Annual Financial Statements Standalone Annual Financial Statements 30 Apr Mar Consolidated Annual Financial Statements 31 Mar Mar Industry-wise Distribu on Basel II (Pilar 3) 31 Mar Mar Investments 31 Mar Mar Interim Financial Statements Standalone Interim Quarterly Financial Statements 31 Jan Jun Consolidated Interim Quarterly Financial Statements 30 Jun Jun Standalone Interim Annual Financial Statements 31 Jan Jun Consolidated Interim Annual Financial Statements 31 Mar Jun Credit Ra ngs 01 Dec Sep BSE & NSE Stocks Trading Data 01 Jan Sep Dividend Declara ons 30 Apr Sep 17 8 Adjustment Factors 01 Jan Sep 17 6 NSE Debt Trading Data 01 Jan Sep Sensi vity of Returns (alpha, beta) 31 Mar Mar Changes in Capital 01 Jan Sep Business Segment & Products Business Segment-wise Informa on Standalone Interim Quarterly Segment Financial Statements 31 Mar Aug Consolidated Interim Quarterly Segment Financial Statements 31 Mar Jun Standalone Interim Annual Segment Financial Statements 31 Mar Jun Consolidated Interim Annual Segment Financial Statements 31 Mar Mar Standalone Annual Segment Financial Statements 31 Dec Mar Consolidated Annual Segment Financial Statements 31 Mar Mar Products Produced / Traded 30 Apr Mar Raw Materials Consumed 30 Apr Mar Energy Consump on 30 Jun Mar Product-wise Energy Consump on 30 Jun Mar M & A Merger and Acquisi on 03 Jan Sep Merger and Acquisi on Events 03 Jan Sep 17 18

6 Prowess Vintages, Specifica ons & Replica on Prowess supports special Features for the Academic Community All specifica ons of requests for downloads are stored. These can be shared with co-authors or refrees or supervisors. Past specifica ons can be re-loaded, edited and re-run for fresh data extrac on Database is frozen into snapshots in me called Vintages. This ensures replica on of downloads. Data are downloaded into text files for easy uploads into sta s cal analysis packages.

7 Prowess Applica ons

8 Solu ons using Insights into Economic databases, Company databases Household Well-being analysis & forecasts First Source A database of companies for business development ProwessIQ Prowess for Interac ve Querying of an informa on-rich database PACE Prowess Applica on for Credit Evalua on Prowess TraX Prowess Applica on for TRAnsfer Pricing TaXa on Prowess Prowess data extrac on applica on for academia PraXis Prowess for learning ra o analysis CapEx Tracking the crea on of new capaci es CapEx CapEx data extrac on applica on for academia People of India Record level demographics data of Indian households Composi on of Incomes Record level detailed income data for Indian households Household Income & Expenses Record level income & expenses data of Indian households Household Expenses Details Record level data of detailed consump on expenses of Indian households Household Ameni es, Assets & Liabili es Record level data for assets, ameni es, investments and borrowings of Indian households Unemployment Record level data of unemployment and employment statuses in Indian households Consumer Sen ments Record level data for consumer sen ments of Indian households Economic Outlook Macro-economic forecasts, insights & copious me-series data States of India Comprehensive compila on of states & districts data and news Industry Outlook 197 industries with data, insights & forecasts Commodi es Comprehensive commodity prices & market intelligence Trade A detailed database of India's foreign trade & world trade data Mission : Help our clients take informed decisions Vision : Be the most effective source of economic information & knowledge solutions Values : Independence, Integrity, Reliability since

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