Stock Market Analysis Dashboard

The idea behind it.

StockVision is a professional-grade stock analysis dashboard for the Indian market (NSE). It consolidates live quotes, technical indicators, financial statements, and short-horizon price forecasts in one dark, data-dense interface.

Analysts can pull any NSE ticker (e.g. RELIANCE.NS, TCS.NS), inspect intraday and multi-timeframe charts, compare normalized performance across tickers, and review fundamentals, quarterly results, balance sheet, cash flow, and key ratios.

Predictions use linear regression for a simple 5-day forward view — useful as a teaching and prototyping layer alongside classic technicals (SMA, RSI, Bollinger Bands).

What it does

• Live quotes: price, OHLC, volume, % change for NSE tickers
• Intraday candlesticks and 1W / 1M / 3M / 1Y history
• Technical overlays: SMA 20/50, RSI, Bollinger Bands
• Normalized multi-ticker comparison charts
• Company fundamentals and key financial ratios
• Quarterly results, balance sheet, cash flow, income statement
• 5-day linear-regression price forecast
• Auto-refresh every 5 minutes + manual refresh

Where it fits

• Retail traders screening NSE names with technical + fundamental context
• Students learning how market data APIs feed interactive dashboards
• Analysts comparing two tickers on a shared percentage scale
• Quick research before deeper due diligence in a full brokerage terminal

The challenges

• Handling missing or delayed market data gracefully
• Keeping a dense multi-panel UI readable without clutter
• Separating educational forecasts from production trading signals

What I took away

• Dashboard layout and refresh strategy matter as much as indicators
• Financial statement views need careful null handling from free APIs
• Simple models are fine when framed as exploratory, not guarantees