Every Nifty 50 headline, read and scored before you finish your coffee.

The controls that sit above every tab

1. Live News Feed

   This is the tab you will leave open. It lists every stock-tagged headline inside your current lookback window, newest first, with six columns: time, symbols, sources, category, sentiment and the headline itself.

   Rows are colour-coded on sentiment — green for bullish, red for bearish, grey for neutral — so the tone of the last hour of Nifty 50 news is legible from across the room without reading a word. Anything published in the last thirty minutes is additionally highlighted as breaking, in the same amber the marquee uses.

   The sources column is where the de-duplication work becomes visible. If Business Standard, LiveMint and CNBC TV18 all carry the same acquisition story, you do not get three rows. You get one row with a corroboration count against it, which tells you at a glance that the market is looking at a real story rather than a single desk's speculation.

   What you can do here

   • Filter by symbol to isolate a single constituent's stream, which is the fastest way to answer "why is this stock moving".
   • Filter by category to see only earnings stories, only regulatory stories, only brokerage actions, and so on.
   • Free-text search across headlines for a word, a person or a subsidiary name. All three filters apply instantly against data already in memory, with no rescan and no delay.
   • Double-click any row to open the original article in your default browser. The screener never asks you to trust its score without letting you check the source.
   • Export CSV writes everything currently visible — filters applied — to a spreadsheet file, which is how most people move a day's Nifty 50 stock news into their own journal or model.

2. Stock Sentiment Overview

   Where the feed is one row per headline, this is one row per stock: all fifty constituents, always, with twelve columns of state. Symbol, sector, last traded price, percentage change, total news count, bullish count, bearish count, weighted sentiment, a bias label, a trend arrow, the timestamp of the latest headline, and that headline's text.

   The bias label is a plain-language band on the weighted sentiment number. At or above +0.35 a stock reads Strong Bullish; from +0.12 to +0.35, Bullish; between −0.12 and +0.12, Neutral; below −0.12, Bearish; at or below −0.35, Strong Bearish. With no qualifying stories in the window it simply says No News, which is information in itself — a Nifty 50 stock screener that leaves gaps blank is more honest than one that pretends every row has a signal.

   The trend arrow compares the current weighted sentiment against the previous scan and shows an up, down or flat marker. This is the column that catches turns. A stock can be sitting at Bullish all morning and still be worth attention if it has spent three consecutive scans drifting toward the middle.

   Every column header sorts. Sort by weighted sentiment to rank the index by tone, by news count to find whatever the market is arguing about today, or by percentage change to see where price and Nifty 50 news disagree — a stock that is red on the day with three strongly bullish headlines is exactly the sort of divergence worth a second look. Double-clicking any row jumps to that stock's Deep-Dive.

3. Sentiment Heatmap

   The same fifty stocks rendered as a grid of coloured tiles rather than a table. Green shades mean bullish coverage, red shades mean bearish, and grey means either no news or a genuinely neutral reading. Colour depth encodes magnitude: the darker the tile, the stronger the weighted sentiment behind it.

   This is the tab for the first ten seconds of your session. A table of fifty rows requires reading; a heatmap requires only looking. If eleven tiles are dark red and clustered in banking names, you have learned something about the day before you have read a single headline. Clicking any tile jumps straight to that stock's Deep-Dive, so the heatmap doubles as the fastest navigation device in the application.

4. Market Mood

   A single index-wide read, assembled from five components stacked on one screen.

   • The mood banner. A colour-coded verdict — Bullish, Mildly Bullish, Neutral-Mixed, Mildly Bearish or Bearish — with a mood score printed alongside it. The score is simply the bullish share of stocks with news minus the bearish share, expressed on a −100 to +100 scale, and the label is a threshold on that number. No hidden weighting, no black box.
   • The stacked split bar. Bullish, bearish and neutral shares of the covered universe drawn as one horizontal bar, so you can see whether a +18 mood score comes from a broad tilt or from four extreme outliers.
   • Top 5 bullish and Top 5 bearish. Two small leaderboards ranked by weighted sentiment, each with the stock's headline count beside it so a single-story spike is distinguishable from sustained coverage. Double-click either to open the Deep-Dive.
   • Sector rollup. Sentiment aggregated across the sector map — Banking, IT, Auto, FMCG, Pharma, Metals, Energy, Power, Cement, Insurance, Financials, Telecom, Healthcare, Consumer, Retail, Logistics, Mining, Capital Goods, Industrials and Conglomerate — drawn as a signed bar chart. Rotations show up here long before they show up in a single stock's row.
   • Category breakdown. How today's Nifty 50 stock news splits across Earnings, M&A, Regulatory, Rating, Management, Corporate Action, Product and Macro. A results-season day and a regulatory-crackdown day look nothing alike here, and knowing which one you are in changes how much weight sentiment deserves.

5. Macro / Market-Wide News

   Some of the most important stories on any given day name no company at all. A repo-rate decision, a Budget announcement, a Federal Reserve statement, a move in crude, a slide in the rupee, an FII outflow number, a change in import duty or a sovereign rating action moves the whole index without ever appearing in a stock-tagged feed.

   The screener carries a macro keyword list covering exactly this territory — the central bank, monetary policy, inflation prints, GDP, fiscal deficit, the Union Budget, crude and Brent, the rupee and the dollar index, institutional flows, GST collections, industrial production, trade deficit, forex reserves, the ratings agencies, index levels, bond yields, tariffs and duties, index inclusion, and global cues from Wall Street and China. Any headline matching one of these but naming no constituent is routed here instead of being discarded.

   The layout mirrors the Live News Feed — time, sources, category, sentiment, headline — with the same colour coding and the same double-click-to-open behaviour. Treat it as context: when the macro tab is a wall of red, the individual stock reads on every other tab deserve to be discounted, because the whole tape is being priced off one story.

6. Trade Entries (Price-Confirmed)

   The most conservative of the three signal layers, and the only one that asks price to agree before it calls anything a setup. The premise is straightforward: a bullish headline is a reason to look, not a reason to buy. Before a row here becomes a signal, the live quote has to confirm the story.

   Press Check price confirmation and the app fetches a live price snapshot for the constituents currently carrying the strongest sentiment — capped at twenty symbols per pass so the fetch stays quick — and runs each through a points checklist:

   Condition	Points	Why it is on the list
   News sentiment above +0.30	+20	There has to be a story worth acting on in the first place.
   News sentiment above +0.50	+10	An extra weighting for unusually strong coverage.
   Price above VWAP	+20	Buyers, not sellers, are in control of the session so far.
   VWAP rising	+10	That control is strengthening rather than fading.
   Volume at or above 1.5× its recent average	+15	Participation is confirming the move rather than drifting.
   Breakout of the 15-minute high	+20	Price has actually broken structure, not merely wobbled.
   RSI between 50 and 70	+5	Healthy strength, short of the overbought zone.
   Index trend bullish on the day	+10	The setup is swimming with the tape, not against it.
   Price below VWAP	−20	A direct contradiction of the bullish thesis.
   Weak volume confirmation	−15	Nobody is showing up for the move.

   The total is clamped to a 0–100 band. Eighty and above reads Strong BUY setup; 65 to 79, Watch or wait for confirmation; 50 to 64, Weak; below 50, No trade. A second modifier sits on top: if the score is high but the news behind it comes from a single thin source with no corroboration, the label is demoted to a cautious watch rather than a buy. Three headlines plus price confirmation reads Strong; one headline plus price confirmation reads Moderate; thin sourcing with no price confirmation reads Weak, whatever the arithmetic says.

   Levels are only produced when there is genuinely something to trade. At a score of 65 or higher, with a real breakout in progress, the app computes an entry at the breakout level itself, a stop at whichever is nearer of VWAP or a tight buffer beneath the breakout, and two targets at 1.5 times and 3 times the resulting risk, with the risk-to-reward ratio shown for each. Every one of these numbers comes from the live quote and the tick history — none of them are hard-coded percentages.

   The table carries a BUY Call Received column that records when a symbol first turned into a Strong BUY. It keeps that original timestamp across repeated manual checks and only resets if the signal lapses entirely and a fresh one fires later, so you can tell a signal that has been live for forty minutes from one that just appeared. Single-clicking a row opens the full entry, stop and target breakdown beneath the table; double-clicking opens the Deep-Dive.

   Entry, stop and targets are calculated live from the current quote and this checklist — never hard-coded. They are not a recommendation to buy or sell. Verify against your own chart before acting.

7. News-Only Setups

   The same idea with the price gate removed. This layer scores purely on the news — sentiment magnitude, how many headlines exist, how fresh the latest one is, and whether the direction agrees with the index's move on the day — and it never waits for VWAP, a breakout or a volume check.

   The trade-off is stated openly inside the app rather than buried: this fires sooner and more often, and it is materially less reliable. Sentiment magnitude above 0.30 earns 25 points and above 0.50 another 15; two or more headlines earn 15 and three or more another 10; a latest headline under an hour old earns 20, or 10 if it is between one and four hours old; agreement with the index trend adds a final 10. Seventy or above reads as a strong directional call, 50 to 69 as a watch, and anything lower shows no signal.

   Where levels are shown, they are fixed percentage bands off the last traded price rather than price structure: a 1.2 percent stop on a strong reading or 1.8 percent on a watch, with targets at 2 percent and 3.5 percent. That is a deliberately blunt instrument, and it is labelled as one.

   This tab updates automatically with every scan. It adds no extra network call and no extra lag, because it only reads data the scan has already gathered. Treat it as an early heads-up worth investigating, not as a trigger — and if a symbol here later appears on the price-confirmed tab, that is precisely the sequence the software is designed to show you.

8. News BUY/SELL Signals

   The simplest read in the application, and the one the documentation is most careful to qualify. There is no checklist, no score, no entry and no stop — just a direct mapping from the current weighted sentiment on each stock to a plain verdict. At or above +0.20 it prints BUY; at or below −0.20 it prints SELL; in between it prints HOLD or Neutral; with no qualifying news it prints nothing at all.

   The table shows nine columns: symbol, last traded price, percentage change, headline count, weighted sentiment, bias label, the signal itself, the time the latest story arrived, and that headline. If what you want is a fast directional read across the whole index — the Nifty 50 buy sell signals in their most compressed possible form — this is the tab that gives it, updated automatically on every scan.

   Being the least filtered of the three layers, it is also the noisiest. A single strongly worded headline on a thinly covered stock is enough to flip a row here. The application says so directly in its own help text, and it is worth repeating: this is a quick read, not a setup. Double-click a row to move to the Deep-Dive and find out what is actually behind the number.

9. Deep-Dive

   The per-stock view, and the destination of nearly every double-click elsewhere in the application. Choose any constituent from the dropdown — or arrive by clicking a heatmap tile, an overview row, a leaderboard entry, an alert or a signal row — and you get its complete accumulated history.

   • A sentiment trend chart drawn from stored snapshots, so it shows how tone on this stock has moved over hours and days rather than only within the current window.
   • Every recent headline about the stock in a sortable table with time, sources, category, sentiment and title. Double-click to open the original article.
   • The latest price technicals for the symbol, alongside the news, so the two halves of the picture sit on one screen.
   • A resizable split pane between chart and table — drag the divider to give either side more room, depending on whether you are reading or looking.
   • The Watchlist panel on the left, where you add or remove symbols. This is a personal shortlist that stars matching entries in the Alerts tab; it is emphatically not a restriction. Scanning and alerting always cover all fifty constituents regardless of what is in it.

10. Alerts

    A running log of everything the application has flagged on its own, across the whole index, with five columns: time, symbol, alert kind, sentiment and message. Three kinds of event get written here.

    • Strong bullish or bearish news. A single headline whose sentiment magnitude reaches 0.5 with sufficient intensity behind it. One story, strongly worded, worth knowing about immediately.
    • Sentiment flips. A stock whose bias has crossed from bullish to bearish or the reverse, with at least two headlines supporting the new state so that a lone outlier cannot trigger it. These are often the most useful rows in the log, because a reversal in tone is more informative than a continuation of it.
    • News volume spikes. A stock whose headline count has reached at least three and at least two and a half times its own recent baseline. Something is developing, whatever direction it eventually resolves in.

    A desktop pop-up toggle lives on this tab; watchlist symbols are marked with a star in the toast title so you can tell your shortlist apart at a glance. Sound is configured separately, per section, in Settings. Double-clicking a row with a recognised symbol opens that stock's Deep-Dive, and a Clear alert log button permanently wipes the history when it gets long.

Feeds are fetched concurrently, so total scan time is governed by the slowest publisher rather than the sum of all sixteen. A feed that is temporarily unreachable is skipped for that pass without halting the scan, and the remaining sources still produce a complete result.

Categories change how much a score deserves to be trusted. A strongly positive reading built entirely on brokerage upgrades is a different object from one built on an order win and a capacity expansion, and the Market Mood category chart exists precisely so you can tell which kind of day you are looking at before you act on any Nifty 50 buy sell signals the screener produces.

Desktop toasts are toggled on the Alerts tab itself. Sound is configured per section in Settings, with separate switches for alerts, price-confirmed entries, news-only setups and the direct buy-sell read — and a beep fires only when a section produces a genuinely new signal, not repeatedly for the same ongoing one. Watchlist symbols appear with a star in the toast title so your shortlist is distinguishable at a glance, while still leaving all fifty stocks covered.

Only one copy of the application runs at a time. A second window is prevented from opening and writing to the same history, so you cannot accidentally corrupt your data by double-clicking the icon twice.