MarketPulseIndia
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The daily scan runs at 4:45 PM IST (Mon–Fri). The 🤖 AI Picks tab is still accessible below.

🎯 Trade Setups — Today's Best Opportunities

52W Breakout · Volume Spike · EMA Momentum · Updated daily after market close
💡 What to expect here: These are the highest-conviction trade setups from today's scan. Each card is scored (0–100) based on breakout proximity, volume surge, and momentum alignment. Higher score = more signals align = stronger setup. Start your research here, then validate on TradingView.

📊 Market Overview — All NSE Stocks

All 2000+ NSE stocks ranked by momentum · Enriched with fundamentals · Filter by sector, P/E, market cap
💡 What to expect here: Browse the full NSE universe — every stock ranked by recent performance. Use filters (sector, P/E, market cap) to narrow down candidates. Cards show momentum across 6 timeframes (1W→ 12M) plus fundamentals like P/E, Market Cap, and Dividend Yield. This is your discovery screen — find stocks, then check them in Trade Setups or AI Signals.
📊 Sector Pulse Last 10 trading days · Equal-weighted avg return per sector · Hover cells for details
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🔬 Stock Screener — Filter & Sort

Click any column header to sort · Ticker links open TradingView
💡 What to expect here: Raw performance data for every NSE stock in a sortable table. Click column headers to find the biggest gainers/losers over any timeframe. Use the search box and filters to screen for specific criteria like "Large Caps that gained 10%+ this month" or "Small Caps with 12M returns above 100%".
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Ticker Price (₹) Date 1W 2W 1M 3M 6M 12M

📰 Market News — Stay Informed

LiveMint · Economic Times · Latest updates
💡 What to expect here: Latest market headlines from trusted Indian financial sources, refreshed daily. Use this to cross-check your trade ideas against current events — sector policy changes, earnings surprises, or macro developments that could impact your positions.
EOD Intelligence Engine

AI-Powered Stock Signals
EOD Intelligence

Daily post-market insights with Buy, Hold, and Sell recommendations—powered by data, not noise. Every signal is explained so you always know the why behind each call.

📋 How to Act on These Signals
click to expand/collapse
🟢 BUY Signal — Consider Entry
  • ✓ Open the TradingView chart (link on card)
  • ✓ Only enter if price is ABOVE its 21-day EMA
  • ✓ Set Stop-Loss: 1.5× ATR below entry
  • ✓ Target: 3× your stop distance (R:R ≥ 1:3)
🔴 SELL Signal — Manage Risk
  • ✓ If you hold this stock, tighten your stop
  • ✓ Avoid new entries; wait for recovery
  • ✓ Don't short without a confirmed breakdown
🟡 HOLD Signal — No Clear Edge
  • ✓ Add to watchlist, wait for direction
  • ✓ Do fundamental research in the meantime
  • ✓ Enter only when BUY signal triggers
Confidence < 50%: Watchlist only 50–70%: Valid setup, use half position size > 70%: High conviction — full position candidate
STEP 01
📡
Data Collection
After market close (3:30 PM IST), the engine collects EOD price, volume, and fundamental data for all NSE-listed stocks.
STEP 02
📈
Trend Analysis
Each stock is classified as Uptrend, Downtrend, or Sideways using EMAs, price action relative to 200 DMA, and multi-timeframe returns.
STEP 03
🔎
Signal Detection
Breakouts, momentum shifts, RSI patterns, and abnormal volume spikes are flagged and scored for conviction strength.
STEP 04
🤖
AI Decision Engine
A rules-based AI engine weighs all signals and fundamentals to generate a Buy / Hold / Sell verdict with a confidence score.
STEP 05
💡
Insight Generation
Every recommendation is accompanied by clear, plain-English reasoning and key risk indicators—no black-box outputs.
🔵
Large Cap
> ₹20,000 Cr
Blue-chip Nifty 50 & Nifty 100 stocks. High liquidity, lower volatility—ideal for medium to long-term conviction picks.
🟡
Mid Cap
₹5,000 – ₹20,000 Cr
Growth-oriented companies with strong sector tailwinds. Balances upside potential with moderate risk exposure.
Small Cap
₹500 – ₹5,000 Cr
High-momentum emerging companies. Greater alpha potential but require tighter risk management and careful position sizing.
🔮
Micro Cap
< ₹500 Cr
Early-stage and niche players. Highest return potential with commensurately higher liquidity risk. For experienced investors only.
Post-Market Intelligence, Every Trading Day
After the NSE closes at 3:30 PM IST, the AI engine processes the full EOD dataset and publishes a structured market report by ~4:50 PM IST. Updated automatically—no manual curation.
Top BUY picks of the day
SELL / avoid signals
Trend change alerts
Sector rotation insights
🚫
No Intraday Noise
Decisions based solely on closing prices eliminate tick-by-tick volatility and emotional triggers.
🎯
Decision-First Design
Every output is a clear action—Buy, Hold, or Sell—with structured reasoning, not raw data dumps.
📅
Built for Weekend Investors
Review picks once a day or over the weekend. No need to watch screens all day to stay informed.
📖
Clear, Explainable Insights
Every recommendation explains the key drivers in plain language—empowering you to verify and decide.
📊
Based on EOD Data
All signals use verified end-of-day closing prices from NSE, not intraday or proxy feeds.
🧠
Reasoning Included
Each pick comes with bullet-point rationale so you can audit every decision before acting on it.
🔓
No Black-Box Recommendations
The engine uses a transparent, rules-based scoring system—no opaque neural networks making unexplained calls.
⚖️

Important Disclaimer: This platform provides AI-generated insights based on end-of-day market data. It is for informational purposes only and does not constitute financial advice. The creators are not SEBI-registered investment advisors. Stock market investments are subject to market risks. Always consult a SEBI-registered financial advisor and do your own research (DYOR) before making any investment decisions. Past performance does not guarantee future results.

📖 Learn & Guide

How every tab works · What every number means · How to use it to trade
💡 New here? Start with “What is MarketPulse” then jump to the section for whichever tab confuses you. Everything is in plain English — no finance jargon required.

🎯 What is MarketPulse India?

A free, fully-automated NSE stock intelligence dashboard that tracks 2,200+ NSE stocks across 6 timeframes, identifies high-conviction trade setups, forecasts next-week direction, and shows which sectors lead or lag — updated every weekday at 4:00 PM IST.

  • ✅ 2,200+ NSE stocks scanned daily
  • ✅ 6-timeframe performance (1W → 12M)
  • ✅ Scored trade setups (Breakout · Volume · EMA)
  • ✅ Next-week BUY/SELL/HOLD forecast + SL + Target
  • ✅ Stock states: SQUEEZE · QUIET · LEADER
  • ✅ Daily sector rotation heatmap (last 10 days)
  • ✅ 15 canonical sector labels across all data

⚙️ How It Works — The Full Pipeline

  • 4:00 PM IST: GitHub Actions triggers the scanner (Mon–Fri)
  • Step 1: All 2,200+ NSE tickers fetched from NSE API
  • Step 2: 13 months OHLCV downloaded from Yahoo Finance for every stock
  • Step 3: % returns computed: 1W, 2W, 1M, 3M, 6M, 12M
  • Step 4: Fundamentals fetched for top ~85 movers (P/E, MCap, Sector, EPS)
  • Step 5: Sector labels normalized to 15 canonical India-standard categories
  • Step 6: Trade Setup engine scores every stock (52W breakout, volume, EMA)
  • Step 7: Prediction engine generates BUY/SELL/HOLD + confidence + SL/TP
  • Step 8: Stock state classified: SQUEEZE / QUIET / LEADER via ATR, BB, RSI, EMA
  • Step 9: Sector heatmap computed: equal-weighted avg return per sector per day
  • Step 10: All JSON files committed → GitHub Pages serves them statically
  • 📅 Data typically live by ~4:15 PM IST. Hard-refresh (Ctrl+Shift+R) after that.

📜 Stock States: SQUEEZE · QUIET · LEADER

Every stock in the Next-Week Forecast tab is classified into one of 4 states. Filter chips let you show only stocks in a specific state.

StateDefinitionTrading Action
📜 SQUEEZE Bollinger Band width < 20th percentile AND ATR is low. Stock is coiling — a directional breakout is building. Wait for breakout above upper BB on strong volume. Enter on the breakout candle; stop below recent swing low.
📉 QUIET ATR < 1.5% of price AND volume below 70% of 20-day avg. Low-activity phase — possible accumulation or distribution. Watchlist only. Enter when volume expands to 2×+ average — that's the wakeup signal.
🏆 LEADER 1M return > Nifty 50 AND RSI(14) > 55 AND price above 50-EMA. Confirmed relative strength — outperforming the index. Highest priority. Buy on pullbacks to 20-EMA. Institutions are actively accumulating these.
— NEUTRAL No strong signal in either direction. Normal trading range. Lower priority. Screen after LEADER and SQUEEZE.

💡 Bull market: Focus on LEADER stocks — proven outperformers. Sideways market: Focus on SQUEEZE — the next directional move candidates.

📊 Sector Pulse Heatmap

In the Market Overview tab. Each cell = equal-weighted avg daily return for all tracked stocks in that sector, on that day. Last 10 trading days.

ColorMeaningThreshold
Dark GreenStrong gain> +1.5%
Light GreenPositive+0.3% to +1.5%
GrayFlat-0.3% to +0.3%
Light RedNegative-1.5% to -0.3%
Dark RedStrong loss< -1.5%

Sector Rank Strip (above Trade Setups): Today's sectors ranked best→worst as pills. 🏆=best today · 📹=worst today. Hover for stock count.

💡 Rotation signal: 3+ consecutive green days in a sector = sector rotation in play. Cross-check with LEADER filter in Forecast to find the best individual stocks in that sector.

🎯 Trade Setups — Score & Signal Tags

Cards that passed multiple technical filters. Score 0–100 = how many signals align.

  • Score 75+: 🔥 High conviction — multiple strong signals aligned. Act on these first.
  • Score 50–74: Solid setup. Validate on TradingView before entry.
  • Score <50: Weak — only 1–2 signals. Lower priority.

Signal tags:

  • 📈 52W BREAKOUT: Closed above 52-week high — classic institutional momentum signal.
  • 📊 VOLUME SPIKE: Volume ≥ 2× 20-day average — strong participation confirms the move.
  • 🚀 EMA MOMENTUM: 20-EMA crossed above 50-EMA — medium-term trend just turned bullish.
  • 📊 HIGH VOLUME: Volume meaningfully above average — active buyer interest.

💡 Check the Sector Rank Strip first. If the card's sector is green in the heatmap, you have sector tailwind + stock momentum — strongest possible combination.

🔮 Next-Week Forecast — Column Guide

ColumnWhat It Means
SignalBUY / SELL / HOLD — predicted direction for next week
StateTechnical structure — SQUEEZE / QUIET / LEADER / NEUTRAL
ConfidenceModel certainty. >70% = high conviction. Bar shows visually.
Entry ₹Last closing price — your potential entry reference
SL ₹ 🛑Stop-loss. Exit here to cap loss if trade goes wrong.
Target ₹ ✅Profit target. Exit here to lock in gains.
R:RRisk-to-Reward. Minimum 2.0, ideal 3.0+.
Exp. ReturnExpected % return if prediction is correct.
WhyPlain-English reason. Hover for full narrative.

Best workflow:

  1. Filter: 🏆 Leader + 🟢 BUY + Confidence ≥ 65%
  2. Sort by R:R — pick ≥ 2.0
  3. Validate on TradingView: above 50-EMA, volume confirming
  4. Confirm sector is green in heatmap (sector tailwind)
  5. Risk max 2% of capital per trade using the SL price

🔁 Data Sources & Refresh Schedule

DataSourceRefresh
Stock UniverseNSE IndiaDaily 4:00 PM IST
Price / OHLCVYahoo FinanceDaily 4:00 PM IST
FundamentalsYahoo Finance (P/E, MCap, EPS…)Daily (top ~85 stocks)
Sector HeatmapComputed from OHLCVDaily 4:00 PM IST
PredictionsRule-based + Random ForestDaily 4:00 PM IST
Market NewsLiveMint · Economic Times RSSDaily (last 36h)
ChartsTradingViewReal-time on click
EventTime (IST)Notes
NSE Market Close3:30 PMFinal prices available
Scanner Runs4:00 PMGitHub Actions (Mon–Fri, auto)
Data Live~4:10–4:15 PMHard-refresh page after this
Weekends / HolidaysNo scanLast trading day data persists

📐 Market Cap Categories

BadgeCategoryBasisCharacteristics
🔵 LLarge CapNifty 100Blue-chip, high liquidity, lower risk
🟡 MMid CapNifty 150Growth + moderate risk
🟢 SSmall CapAll othersHigh growth potential, higher risk

💡 New traders: start with Large Cap BUY + LEADER setups — lower volatility, more reliable signals.

🗂️ 15 Canonical Sector Labels

All Yahoo Finance sector strings (US-style) are automatically mapped to these 15 India-standard labels across the entire platform:

IT & Technology Banking & Finance Pharma & Healthcare FMCG & Consumer Auto & Auto Ancillaries Capital Goods & Engineering Metals & Mining Oil, Gas & Energy Real Estate Chemicals & Specialty Infrastructure Telecom & Media Textiles & Apparel Agri & Food Processing Others

Examples: “Consumer Defensive” → FMCG & Consumer · “Industrials” → Capital Goods & Engineering · “Financial Services” → Banking & Finance

🚫 Limitations — What This Is Not

  • No intraday data: End-of-day closing prices only — not live quotes.
  • ~85 fundamentals only: P/E, Sector etc. for the top ~85 movers. Most small-caps show “—”.
  • Sector heatmap coverage: Based on ~85 stocks with known fundamentals — indicative, not market-wide.
  • ATR proxy for SQUEEZE: Uses ATR-based proxy (not full ADX). Validate on a live chart before acting.
  • Predictions are probabilistic: Check Accuracy Dashboard. Use signals most confidently when precision >55%.
  • Yahoo Finance data: Occasionally incomplete for small/micro-cap stocks.
  • NSE equities only: No BSE-only stocks, no F&O, no ETFs, no indices.

⚖️ Important Disclaimer

This scanner is built strictly for educational and informational purposes. The creators are not SEBI-registered investment advisors. Nothing on this website constitutes a buy, sell, or hold recommendation for any security.

Stock market investments are subject to market risks. Past performance does not guarantee future results. Always consult a qualified, SEBI-registered financial advisor before making investment decisions. Always do your own research (DYOR).

Data is sourced from third-party providers (Yahoo Finance, NSE India) and may contain inaccuracies or delays. Provided “as is” with no warranty of accuracy or fitness for any purpose.