India's main stock market index, the SENSEX, fell to 85138 points on December 2, 2025, losing 0.59% from the previous session. Over the past month, the index has climbed 1.38% and is up 5.31% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from India. BSE SENSEX Stock Market Index - values, historical data, forecasts and news - updated on December of 2025.

India: Stock market capitalization, billion USD: The latest value from 2024 is 5131.4 billion U.S. dollars, an increase from 4340.13 billion U.S. dollars in 2023. In comparison, the world average is 1647.20 billion U.S. dollars, based on data from 68 countries. Historically, the average for India from 2000 to 2024 is 1822.81 billion U.S. dollars. The minimum value, 148.77 billion U.S. dollars, was reached in 2001 while the maximum of 5131.4 billion U.S. dollars was recorded in 2024.

Key information about India Sensitive 30 (Sensex)

• India Sensitive 30 (Sensex) closed at 85,706.7 points in Nov 2025, compared with 83,938.7 points at the previous month end
• India Equity Market Index: Month End: BSE: Sensitive 30 (Sensex) data is updated monthly, available from Apr 1979 to Nov 2025, with an average number of 2,987.7 points
• The data reached an all-time high of 85,706.7 points in Nov 2025 and a record low of 115.6 points in Nov 1979

• In the latest reports, SENSEX recorded a daily P/E ratio of 23.2 in Dec 2025

Last Update - 9th FEB 2025

Disclaimer!!! Data uploaded here are collected from the internet and some google drive. The sole purposes of uploading these data are to provide this Kaggle community with a good source of data for analysis and research. I don't own these datasets and am also not responsible for them legally by any means. I am not charging anything (either money or any favor) for this dataset. RESEARCH PURPOSE ONLY

THIS IS THE LARGEST DATASET ON NIFTY 100 STOCKS WITH EACH MINUTES AND DAILY DATA (2015 to 2025)

The NIFTY 50 is a benchmark Indian stock market index that represents the weighted average of 50 of the largest Indian companies listed on the National Stock Exchange. It is one of the two main stock indices used in India, the other being the BSE SENSEX.

Nifty 50 is owned and managed by NSE Indices (previously known as India Index Services & Products Limited), which is a wholly-owned subsidiary of the NSE Strategic Investment Corporation Limited.NSE Indices had a marketing and licensing agreement with Standard & Poor's for co-branding equity indices until 2013. The Nifty 50 index was launched on 22 April 1996, and is one of the many stock indices of Nifty.

The NIFTY 50 index is a free-float market capitalization-weighted index. The index was initially calculated on a full market capitalization methodology. On 26 June 2009, the computation was changed to a free-float methodology. The base period for the NIFTY 50 index is 3 November 1995, which marked the completion of one year of operations of the National Stock Exchange Equity Market Segment. The base value of the index has been set at 1000 and a base capital of ₹ 2.06 trillion.

Content This dataset contains Nifty 100 historical daily prices. The historical data are retrieved from the NSE India website. Each stock in this Nifty 500 and are of 1 minute itraday data.

Every dataset contains the following fields. Open - Open price of the stock High - High price of the stock Low - Low price of the stock Close - Close price of the stock Volume - Volume traded of the stock in this time frame

Inspiration

• Data is uploaded for Research and Educational purposes.
• The data scientists and researchers can download and can build EDA, find Correlations, and perform Regression analysis on it.
• Quant researchers can build strategies and backtest their strategies with this dataset.

Stock Names

| ACC | ADANIENT | ADANIGREEN | ADANIPORTS | AMBUJACEM | | -- | -- | -- | -- | -- | | APOLLOHOSP | ASIANPAINT | AUROPHARMA | AXISBANK | BAJAJ-AUTO | | BAJAJFINSV | BAJAJHLDNG | BAJFINANCE | BANDHANBNK | BANKBARODA | | BERGEPAINT | BHARTIARTL | BIOCON | BOSCHLTD | BPCL | | BRITANNIA | CADILAHC | CHOLAFIN | CIPLA | COALINDIA | | COLPAL | DABUR | DIVISLAB | DLF | DMART | | DRREDDY | EICHERMOT | GAIL | GLAND | GODREJCP | | GRASIM | HAVELLS | HCLTECH | HDFC | HDFCAMC | | HDFCBANK | HDFCLIFE | HEROMOTOCO | HINDALCO | HINDPETRO | | HINDUNILVR | ICICIBANK | ICICIGI | ICICIPRULI | IGL | | INDIGO | INDUSINDBK | INDUSTOWER | INFY | IOC | | ITC | JINDALSTEL | JSWSTEEL | JUBLFOOD | KOTAKBANK | | LICI | LT | LTI | LUPIN | M&M | | MARICO | MARUTI | MCDOWELL-N | MUTHOOTFIN | NAUKRI | | NESTLEIND | NIFTY 50 | NIFTY BANK | NMDC | NTPC | | ONGC | PEL | PGHH | PIDILITIND | PIIND | | PNB | POWERGRID | RELIANCE | SAIL | SBICARD | | SBILIFE | SBIN | SHREECEM | SIEMENS | SUNPHARMA | | TATACONSUM | TATAMOTORS | TATASTEEL | TCS | TECHM | | TITAN | TORNTPHARM | ULTRACEMCO | UPL | VEDL | | WIPRO | YESBANK | | | |

Graph and download economic data for Volatility of Stock Price Index for India (DDSM01INA066NWDB) from 1984 to 2021 about volatility, stocks, India, price index, indexes, and price.

India: Stock market value traded, percent of GDP: The latest value from 2024 is 85.55 percent, an increase from 53.46 percent in 2023. In comparison, the world average is 44.48 percent, based on data from 33 countries. Historically, the average for India from 2000 to 2024 is 56.97 percent. The minimum value, 30.75 percent, was reached in 2013 while the maximum of 109.49 percent was recorded in 2000.

Actual value and historical data chart for India Stocks Traded Total Value Us Dollar

Dataset extracted from the post Stock Market Today : Technical Analysis with Charts in Details: Data Backed Research on Nifty: Updated 6th October 2025 on Smart Investello.

Nifty 50 Candlestick Chart Image Dataset with Technical Indicators

📌About This Dataset

This dataset contains a rich collection of candlestick chart images for the Nifty 50 companies — the 50 major stocks on India’s National Stock Exchange (NSE).

✅ Each image represents:

30 days of OHLCV data (Open, High, Low, Close, Volume)

Technical indicators like Moving Averages, RSI, MACD, Bollinger Bands, etc.

Visualized in a consistent format for machine learning purposes

The charts were generated programmatically to ensure consistency and scalability.

🏗 How The Dataset Was Created

Collected historical OHLCV data for all Nifty 50 companies using APIs like yfinance.

Computed popular technical indicators (RSI, EMA, MACD, Bollinger Bands, etc.).

Used Python libraries (Matplotlib, mplfinance) to plot candlestick charts over rolling 30-day windows.

Saved charts as .png images at a uniform resolution (e.g., 224×224 or 299×299).

Images organized in folders named after each company (e.g., RELIANCE, TCS, INFY).

🗂 Dataset Structure

Copy Edit NIFTY50_CHARTS/ ├── RELIANCE/ │ ├── RELIANCE_2021-01-01.png │ ├── RELIANCE_2021-01-02.png │ └── ... ├── TCS/ ├── INFY/ └── ... Each folder = one company

Each file = one chart image for a specific 30-day window

💡Potential Uses

Training CNN models for bullish/bearish pattern classification

Research on chart pattern recognition (e.g., head & shoulders, flags)

Multi-modal ML models combining image data + numerical features

Developing educational tools for technical analysis

Generating signals for algorithmic trading strategies

🚀 Future Applications

Combine chart image models with news sentiment analysis

Integrate into reinforcement learning trading bots

Test computer vision robustness in financial data

📜 License

CC0: Public Domain Dedication Free to use, modify, and distribute for any purpose.

🙌 Credits

Created by: Darsh Shah (2025) For academic, research, and educational use.

⚠️ Disclaimer

This dataset is for research and educational use only. It does not provide financial advice.

👉 If you want, I can generate a dataset-metadata.json or help you with Kaggle CLI upload commands too! Just tell me.

Stock Price Time Series for TIPS Industries Limited. Tips Music Limited engages in the acquisition and exploitation of music rights in India and internationally. The company is involved in the acquisition of audio-visual content for music and exploitation of content library digitally. It has a music library of songs across various languages and genres; and holds soundtrack copyrights of Hindi movies. The company was formerly known as Tips Industries Limited and changed its name to Tips Music Limited in September 2024. The company was founded in 1975 and is based in Mumbai, India.

UPDATED EVERY WEEK Last Update - 26th July 2025

Disclaimer!!! Data uploaded here are collected from the internet and some google drive. The sole purposes of uploading these data are to provide this Kaggle community with a good source of data for analysis and research. I don't own these datasets and am also not responsible for them legally by any means. I am not charging anything (either money or any favor) for this dataset. RESEARCH PURPOSE ONLY

Context

• The NIFTY 50 is a well-diversified 50 stock index and it represents 13 important sectors of the economy.
• It is used for a variety of purposes such as benchmarking fund portfolios, index-based derivatives, and index funds.
• NIFTY 50 is owned and managed by NSE Indices Limited.
• The NIFTY 50 index has shaped up to be the largest single financial product in India.

This data contains all the indices of NSE. NIFTY 50, NIFTY BANK, NIFTY 100, NIFTY COMMODITIES, NIFTY CONSUMPTION, NIFTY FIN SERVICE, NIFTY IT, NIFTY INFRA, NIFTY ENERGY, NIFTY FMCG, NIFTY AUTO, NIFTY 200, NIFTY ALPHA 50, NIFTY 500, NIFTY CPSE, NIFTY GS COMPSITE, NIFTY HEALTHCARE, NIFTY CONSR DURBL, NIFTY LARGEMID250, NIFTY INDIA MFG, NIFTY IND DIGITAL, INDIA VIX

File Information and Column Descriptions.

Nifty 50 index data with 1 minute data. The dataset contains OHLC (Open, High, Low, and Close) prices from Jan 2015 to Aug 2024. - This dataset can be used for time series analysis, regression problems, and time series forecasting both for one step and multi-step ahead in the future. - Options data can be integrated with this minute data, to get more insight about this data. - Different backtesting strategies can be built on this data.

File Information

• This dataset contains 6 files, each file contains nifty 50 data with different intervals.
• Different intervals are - 1 min, 3 min, 5 min, 15 min, and 1 hour, Daily data from intervals of 2015 Jan to 2024 August.

Column Descriptors

• Each file contains OHLC (Open, High, Low, and Close) prices and Data time information. Since these are Nifty 50 index data, so volume is not present.

Inspiration

Time series forecasting - Predict stock price

• Predict future stock price one step ahead and multi-step ahead in time.
• Use different time series forecasting techniques for forecasting the future stock price. ### Machine learning and Deep learning techniques
• Possible ML and DL models include Neural networks, RNNs, LSTMs, Transformers, Attention networks, etc.
• Different error functions can be considered like RMSE, MAE, RMSEP etc. ### Feature engineering
• Different augmented features can be created and that can be used for forecasting.
• Correlation analysis, Feature importance to justify the important features.

Actual value and historical data chart for India Stock Market Total Value Traded To GDP Percent

Graph and download economic data for Share Prices: All Shares/Broad: Total for India (SPASTT01INA657N) from 1958 to 2024 about India and stock market.

Stock Price Time Series for Central Depository Services (India) Limited. Central Depository Services (India) Limited, together with its subsidiaries, provides depository services in India. It operates through Depository; Data Entry and Storage; and Repository segments. The Depository segment offers various services to investors, such as dematerialisation, rematerialisation, holding, transfer, and pledge of securities in electronic form; and e-voting services to companies. Its Data Entry and Stroage segment provides centralized record keeping of KYC document of capital market investors. The Repository segment offers policyholders/warehouse receipt holders a facility to keep insurance policies/warehouse receipts in electronic form and to undertake changes, modifications, and revisions in the policy/receipt. It also provides account opening, processing delivery and receipt instructions, pledging, nomination, transmission of securities, change in address, bank account details, and SMS services for depository participants (DPs). In addition, the company offers various services, such as electronic access to security information, electronic access to security information and execution of secured transaction, SMS alerts related to transactions, electronic consolidated account statements, and virtual annual general meetings; Myeasi mobile application; application programming interfaces for DPs, electronic delivery instruction slip, and electronic margin pledge; and electronic foreign investment monitoring, electronic system driven disclosure services, and electronic notices, as well as e-locker services. Further, it provides KYC registration agency, eKYC, electronic signature service, tax filing, stamp duty calendar, electronic negotiable warehouse receipts and electronic non-negotiable warehouse receipts, and electronic insurance account. The company serves market participants, exchanges, clearing corporations, DPs, issuers, and investors. Central Depository Services (India) Limited was incorporated in 1997 and is based in Mumbai, India.

This statistic depicts the average annual performance of the Nifty 50 Index in India from years 2011 to 2024. In 2024, the average annual Nifty 50 Index was reported as ********, an increase from the previous year where the value was ********.

Nigeria's main stock market index, the NSE All Share, fell to 143210 points on December 1, 2025, losing 0.22% from the previous session. Over the past month, the index has declined 6.85%, though it remains 46.53% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Nigeria. Nigeria Stock Market NSE - values, historical data, forecasts and news - updated on December of 2025.

Israel's main stock market index, the TA-125, rose to 3538 points on December 2, 2025, gaining 1.75% from the previous session. Over the past month, the index has climbed 4.40% and is up 50.06% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Israel. Israel Stock Market (TA-125) - values, historical data, forecasts and news - updated on December of 2025.

Stock Price Time Series for Bhartiya International Limited. Bhartiya International Ltd., together with its subsidiaries, manufactures and trades in leather and textile products in India. The company offers leather outerwear, bags, accessories, belts, wallets, fur products, and other small leather goods, as well as textile apparel, leather finishing, and design studio services. It also engages in the development of cities, homes, IT and industrial parks, retail spaces, interior solutions, and hotels and convention centers. The company exports its products. Bhartiya International Ltd. was incorporated in 1987 and is based in Gurugram, India.

In 2025, ** percent of adults in the United States invested in the stock market. This figure has remained steady over the last few years and is still below the levels before the Great Recession, when it peaked in 2007 at ** percent. What is the stock market? The stock market can be defined as a group of stock exchanges where investors can buy shares in a publicly traded company. In more recent years, it is estimated an increasing number of Americans are using neobrokers, making stock trading more accessible to investors. Other investments A significant number of people think stocks and bonds are the safest investments, while others point to real estate, gold, bonds, or a savings account. Since witnessing the significant one-day losses in the stock market during the financial crisis, many investors were turning towards these alternatives in hopes for more stability, particularly for investments with longer maturities. This could explain the decrease in this statistic since 2007. Nevertheless, some speculators enjoy chasing the short-run fluctuations, and others see value in choosing particular stocks.

Stock Price Time Series for UTI Asset Management Company Limited. UTI Asset Management Company (P) Ltd. is a privately owned investment manager. It manages mutual funds for its clients. The firm invests in money market, fixed income, and public equity markets of India. It employs in-house research while making its investments. UTI Asset Management Company (P) Ltd. was incorporated on November 14, 2002 and is based in Mumbai, India.