Dataset: Top Indian Stocks: Market Insights Dataset

About this Dataset

Top Indian Stocks: Market Insights Dataset

Top Indian Stocks: Financial Metrics Dataset
This dataset offers a comprehensive view of key financial indicators for the top-performing stocks in India. With insights into valuation, profitability, and performance, this dataset is a perfect tool for investors, analysts, and data enthusiasts to explore stock market trends.

📊 Columns Overview

S.No.
🔹 Description: The serial number for each stock.
💡 Use: Index for easy row reference, not a financial indicator.
Name
🔹 Description: The stock's name or ticker symbol.
💡 Use: Identifies each company for further analysis.
CMP (Current Market Price) Rs.
💰 Description: The latest trading price of the stock in Indian Rupees (₹).
💡 Use: Critical for assessing the current market valuation of the stock.
P/E (Price-to-Earnings Ratio)
📈 Description: Ratio of the company’s stock price to its earnings per share.
💡 Use: A key indicator to determine if a stock is over- or under-valued.
MarCap (Market Capitalization) Rs.Cr.
🏢 Description: The company’s total market value, in crores of Indian Rupees.
💡 Use: Helps categorize companies as large-cap, mid-cap, or small-cap.
DivYld (Dividend Yield) %
💸 Description: The dividend income as a percentage of the stock price.
💡 Use: Useful for investors seeking steady income through dividends.
NPQtr (Net Profit for the Quarter) Rs.Cr.
📊 Description: The company’s net profit for the latest quarter in crores.
💡 Use: A measure of recent profitability and financial health.
QtrProfitVar (Quarterly Profit Variation) %
📉 Description: Percentage change in profit from the previous quarter.
💡 Use: Helps evaluate the company’s growth or decline in profitability.
SalesQtr (Quarterly Sales) Rs.Cr.
💼 Description: Total revenue generated by the company during the quarter.
💡 Use: Useful to gauge the business's short-term performance.
QtrSalesVar (Quarterly Sales Variation) %
📊 Description: Percentage change in sales compared to the previous quarter.
💡 Use: Highlights revenue growth or contraction over time.
ROCE (Return on Capital Employed) %
⚙️ Description: Measures the company’s profitability relative to the capital used.
💡 Use: A higher ROCE shows better efficiency in using capital for profits.
PATAnn (Profit After Tax for the Year) Rs.Cr.
📅 Description: Net profit after taxes for the entire year.
💡 Use: Key to understanding long-term profitability and financial performance.
Why Use This Dataset?
With a variety of financial metrics covering stock performance, this dataset is perfect for:

📅 Time-Series Analysis: Forecast stock price movements using historical data.
🔍 Investment Research: Analyze market trends and evaluate stock performance.
🤖 Algorithmic Trading: Develop machine learning models to create automated trading strategies.
📈 Financial Forecasting: Build predictive models to anticipate stock prices and market shifts.
This dataset offers rich financial insights and is a must-have for anyone looking to dive deep into India’s stock market landscape. Explore trends, develop predictive models, and take your financial analytics to the next level! 🔥📊

Tables

Stock Data

@kaggle.rameshmaity_top_indian_stocks_market_insights_dataset.stock_data

145.69 KB
2650 rows
12 columns


CREATE TABLE stock_data (
  "s_no" DOUBLE,
  "name" VARCHAR,
  "cmp_rs" DOUBLE,
  "p_e" DOUBLE,
  "marcap_rs_cr" DOUBLE,
  "divyld" DOUBLE,
  "npqtr_rs_cr" DOUBLE,
  "qtrprofitvar" DOUBLE,
  "salesqtr_rs_cr" DOUBLE,
  "qtrsalesvar" DOUBLE,
  "roce" DOUBLE,
  "patann_rs_cr" DOUBLE
);