# An Indian Real-Time Stock Market Dashboard With Comprehensive Financial Analytics Created Using Plotly Dash **URL:** \ **Category:** Dash Python\ **Created:** [June 26, 2025, 4:13pm UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877 "2025-06-26T16:13:58Z")\ **Posts on this page:** 8\ **Page:** 1
**Author:** ![keshihan\_sivakumar](https://sea2.discourse-cdn.com/flex024/user_avatar/community.plotly.com/keshihan_sivakumar/32/31992_2.png) [@keshihan\_sivakumar](https://community.plotly.com/u/keshihan_sivakumar)\ **Post date:** [June 26, 2025, 4:13pm UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/1 "2025-06-26T16:13:58Z")
I’m thrilled to present my complete Indian stock market dashboard that takes advantage of Plotly Dash’s robust visualization features to build an interactive system of financial analysis with real-time NSE data ingestion. Project Synopsis: This dashboard provides powerful analytical tools for financial evaluation in Indian equity markets, supporting concurrent handling of up to 10 stocks with the ability for live data update. The program combines advanced statistical modeling with easy-to-use visualization to aid traders and analysts in informed investment decisions. Key Technical Features: Advanced Statistical Models: GARCH (Generalized Autoregressive Conditional Heteroskedasticity) application in volatility modeling - detects volatility clustering in financial time series and gives better estimates of market turmoil horizons than models with constant volatility ARIMA (Autoregressive Integrated Moving Average) for time series prediction - recognizes autocorrelation patterns, seasonality, and trends to produce 30-day price predictions Multi-stock correlation analysis with interactive heatmaps to determine areas of portfolio diversification opportunities and sector rotation trends Technical Indicators and Risk Metrics: Moving averages with user-defined standard deviation bands around them Some overlay moving averages for trend identification Sharpe ratio calculations for risk-adjusted return measurement Maximum drawdown analysis for measuring downside risk Systematic calculation of prices against various securities. Link : [https://stockanalysisdashboard-d7fmfbaahhb6f0c3.canadacentral-01.azurewebsites.net/](https://stockanalysisdashboard-d7fmfbaahhb6f0c3.canadacentral-01.azurewebsites.net/) ---
**Author:** ![AnnMarieW](https://avatars.discourse-cdn.com/v4/letter/a/ec9cab/32.png) [@AnnMarieW](https://community.plotly.com/u/AnnMarieW)\ **Post date:** [June 26, 2025, 4:25pm UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/2 "2025-06-26T16:25:22Z")
Hi @keshihan_sivakumar This looks great and it’s very interesting. Thanks for sharing project! Here are a couple screenshots for those just passing through ![image](https://us1.discourse-cdn.com/flex024/uploads/plot/original/3X/b/6/b6e6398af723002ba92c96191ed2e89ca83a477b.png) ![image](https://us1.discourse-cdn.com/flex024/uploads/plot/original/3X/9/0/90a2477f105ab38faec819652f9a42b3fdf85e9d.png) ![image](https://us1.discourse-cdn.com/flex024/uploads/plot/original/3X/7/7/77e8d1400bc7360a66a1c250146ff27f8cd1c7fa.jpeg) ---
**Author:** ![qwido](https://avatars.discourse-cdn.com/v4/letter/q/e99b99/32.png) [@qwido](https://community.plotly.com/u/qwido)\ **Post date:** [June 27, 2025, 9:16am UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/3 "2025-06-27T09:16:31Z")
Hey [keshihan\_sivakumar](https://community.plotly.com/u/keshihan_sivakumar), it look really nice. Are you familiar with Indian stock market? Do you know any nice looking chart library for stock data? I am also working on finance app. If you are interested check it out [findatafox.com](https://findatafox.com) Happy coding, Ivan ---
**Author:** ![adamschroeder](https://sea2.discourse-cdn.com/flex024/user_avatar/community.plotly.com/adamschroeder/32/17280_2.png) [@adamschroeder](https://community.plotly.com/u/adamschroeder)\ **Post date:** [June 27, 2025, 12:36pm UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/4 "2025-06-27T12:36:52Z")
@keshihan_sivakumar thanks for sharing. I saw this on LinkedIn as well. It’s a pretty advanced app with lots of good financial indicators. Are other companies using it or you mainly built it for yourself? ---
**Author:** ![keshihan\_sivakumar](https://sea2.discourse-cdn.com/flex024/user_avatar/community.plotly.com/keshihan_sivakumar/32/31992_2.png) [@keshihan\_sivakumar](https://community.plotly.com/u/keshihan_sivakumar)\ **Post date:** [June 27, 2025, 6:05pm UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/5 "2025-06-27T18:05:14Z")
no built for myself and also to showcase my skills to get hired. ---
**Author:** ![keshihan\_sivakumar](https://sea2.discourse-cdn.com/flex024/user_avatar/community.plotly.com/keshihan_sivakumar/32/31992_2.png) [@keshihan\_sivakumar](https://community.plotly.com/u/keshihan_sivakumar)\ **Post date:** [June 27, 2025, 6:12pm UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/6 "2025-06-27T18:12:55Z")
hey ivan actually I loved your website yours looks so nice and you also managed to collect data for multiple indices and commodities its impressive. yes I am familiar with stock market. I think plotly is the best man , thats why started using it. Its way better than matplotlib. Try there dark theme it makes the chart look better. How did you manage to collect pe ratios for the indices ? its tough for me to collect for indian stocks not much is open source for indian stocks. ---
**Author:** ![qwido](https://avatars.discourse-cdn.com/v4/letter/q/e99b99/32.png) [@qwido](https://community.plotly.com/u/qwido)\ **Post date:** [June 28, 2025, 6:36am UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/7 "2025-06-28T06:36:00Z")
hey [eshihan\_sivakumar](https://community.plotly.com/u/keshihan_sivakumar) you as a user can choose which theme you want in the drop down on the top the most “funky” theme is Vapor. ![image](https://us1.discourse-cdn.com/flex024/uploads/plot/original/3X/7/f/7fcad1d5948854ab5c66aaa988270a19e2803c73.jpeg) Data comes from different sources. The P/E ratios come from an external API. ---
**Author:** ![keshihan\_sivakumar](https://sea2.discourse-cdn.com/flex024/user_avatar/community.plotly.com/keshihan_sivakumar/32/31992_2.png) [@keshihan\_sivakumar](https://community.plotly.com/u/keshihan_sivakumar)\ **Post date:** [June 28, 2025, 7:45am UTC](https://community.plotly.com/t/an-indian-real-time-stock-market-dashboard-with-comprehensive-financial-analytics-created-using-plotly-dash/92877/8 "2025-06-28T07:45:15Z")
oh nice. I am also planning to make something similar for indian stocks.