Description:

Explore the dynamic landscape of the Indian stock market with this extensive dataset featuring 4456 companies listed on both the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE). Gain insights into each company's financial performance, quarterly and yearly profit and loss statements, balance sheets, cash flow data, and essential financial ratios. Dive deep into the intricacies of shareholding patterns, tracking the movements of promoters, foreign and domestic institutional investors, and the public.

This dataset is a rich resource for financial analysts, investors, and data enthusiasts. Perform thorough company evaluations, sector-wise comparisons, and predictive modeling. With figures presented in crore rupees, leverage the dataset for in-depth exploratory data analysis, time series forecasting, and machine learning applications. Stay tuned for updates as we enrich this dataset for a deeper understanding of the Indian stock market landscape. Unlock the potential of data-driven decision-making with this comprehensive repository of financial information.

Folder Structure:

• 4492 NSE & BSE Companies
  • Main directory containing data for 4456 NSE and BSE registered companies.
  • Company_name folder
    • Individual folders for each company allowing for easy organization and retrieval.
    • Company_name.csv
      • General company information.
    • Quarterly_Profit_Loss.csv
      • Quarterly financial data.
    • Yearly_Profit_Loss.csv
      • Annual financial data.
    • Yearly_Balance_Sheet.csv
      • Annual balance sheet information.
    • Yearly_Cash_flow.csv
      • Annual cash flow data.
    • Ratios.csv.csv
      • Financial ratios over time.
    • Quarterly_Shareholding_Pattern.csv
      • Quarterly shareholding pattern.
    • Yearly_Shareholding_Pattern.csv
      • Annual shareholding pattern.

File Explanation:

Company_name.csv

- `Company_name`: Name of the company.
- `Sector`: Industry sector of the company.
- `BSE`: Bombay Stock Exchange code.
- `NSE`: National Stock Exchange code.
- `Market Cap`: Market capitalization of the company.
- `Current Price`: Current stock price.
- `High/Low`: Highest and lowest stock prices.
- `Stock P/E`: Price to earnings ratio.
- `Book Value`: Book value per share.
- `Dividend Yield`: Dividend yield percentage.
- `ROCE`: Return on capital employed percentage.
- `ROE`: Return on equity percentage.
- `Face Value`: Face value of the stock.
- `Price to Sales`: Price to sales ratio.
- `Sales growth (1, 3, 5, 7, 10 years)`: Sales growth percentage over different time periods.
- `Profit growth (1, 3, 5, 7, 10 years)`: Profit growth percentage over different time periods.
- `EPS`: Earnings per share.
- `EPS last year`: Earnings per share in the last year.
- `Debt (1, 3, 5, 7, 10 years)`: Debt of the company over different time periods.

Quarterly_Profit_Loss.csv

 - `Sales`: Revenue generated by the company.
 - `Expenses`: Total expenses incurred.
 - `Operating Profit`: Profit from core operations.
 - `OPM %`: Operating Profit Margin percentage.
 - `Other Income`: Additional income sources.
 - `Interest`: Interest paid.
 - `Depreciation`: Depreciation of assets.
 - `Profit before tax`: Profit before tax.
 - `Tax %`: Tax percentage.
 - `Net Profit`: Net profit after tax.
 - `EPS in Rs`: Earnings per share.

Yearly_Profit_Loss.csv

- Same as Quarterly_Profit_Loss.csv, but on a yearly basis.

Yearly_Balance_Sheet.csv

- `Equity Capital`: Capital raised through equity.
- `Reserves`: Company's retained earnings.
- `Borrowings`: Company's borrowings.
- `Other Liabilities`: Other financial obligations.
- `Total Liabilities`: Sum of all liabilities.
- `Fixed Assets`: Company's long-term assets.
- `CWIP`: Capital Work in Progress.
- `Investments`: Company's investments.
- `Other Assets`: Other non-current assets.
- `Total Assets`: Sum of all assets.

Yearly_Cash_flow.csv

- `Cash from Operating Activity`: Cash generated from core business operations.
- `Cash from Investing Activity`: Cash from investments.
- `Cash from Financing Activity`: Cash from financing (borrowing, stock issuance, etc.).
- `Net Cash Flow`: Overall net cash flow.

Ratios.csv.csv

- `Debtor Days`: Number of days it takes to collect receivables.
- `Inventory Days`: Number of days inventory is held.
- `Days Payable`: Number of days a company takes to pay its bills.
- `Cash Conversion Cycle`: Time taken to convert sales into cash.
- `Wor...

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This dataset contains the data of quarterly results of NIFTY 500 companies. Nifty 500 is an index maintained by the National Stock Exchange of India (NSE). The Nifty 500 is designed to represent the performance of the 500 largest publicly traded companies listed on the NSE, spanning various sectors of the Indian economy. Nifty 500 includes stocks from large, mid, and small-cap segments, providing a comprehensive view of the overall market.

The dataset contains 17 columns covering aspects of the companies and their quarterly results. These columns are described below: Name: The name of the company.

NSE Code: The National Stock Exchange code assigned to the company for trading on the NSE.

BSE Code: The Bombay Stock Exchange code assigned to the company for trading on the BSE.

Sector: The sector to which the company belongs. Sectors classify companies based on the nature of their business activities.

Industry: The industry in which the company operates, providing more detailed information about its specific line of business.

Revenue: The total income generated by the company during a specific quarter, reflecting its sales or service revenue.

Operating Expenses: The total expenses incurred by the company in its day-to-day operations, excluding financial and tax-related expenses.

Operating Profit: The profit obtained after deducting operating expenses from revenue, indicating the profitability of the core business operations.

Operating Profit Margin: The percentage representing the proportion of revenue that translates into operating profit, indicating operational efficiency.

Depreciation: The decrease in the value of the company's assets over time, representing the allocated cost of tangible assets.

Interest: The cost of borrowing for the company, reflecting interest payments on loans and other financial obligations.

Profit Before Tax: The company's profit before deducting income tax, including operating profit and other non-operating income or expenses.

Tax: The income tax expense incurred by the company during the quarter.

Net Profit: The profit remaining after deducting all expenses, including operating expenses, depreciation, interest, and taxes.

Earnings Per Share (EPS): The portion of a company's profit allocated to each outstanding share of common stock, providing a measure of profitability on a per-share basis.

Net Profit TTM (Trailing 12 Months): The sum of net profits over the most recent 12-month period, giving a broader perspective on the company's performance.

EPS TTM (Trailing 12 Months): The earnings per share calculated over the trailing 12-month period, providing a longer-term view of earnings on a per-share basis.