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MarketLens provides AI-driven market intelligence and analytics. This is not investment advice or a trading recommendation.
Market Analysis Dashboard
High level market intelligence at a glance · —
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Short-term
Scoring based on latest available data
Closed
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Market intelligence for educational purposes only. Not investment advice.
Insights — Today's Read
The composite view across regime, flows, derivatives, breadth, and global context. Each section responds to the Daily / Weekly / Monthly toggle in the top bar.
Showing: Daily
Insights
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1.Executive Market Stance
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2.Nifty 50 Structure
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3.Bank Nifty Structure
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4.Volatility & Risk Context
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5.Institutional Positioning
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6.Global Context
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7.What Matters Tomorrow
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Today's Read
Synthesis across regime, flows, derivatives, breadth, and global context · refreshed post-close 20:00 IST
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Market Regime — Factor Decomposition
Explains the Dashboard regime banner · Factor decomposition · Confidence · Direction / Participation / Quality
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Index Structure
Explains Previous Close & GIFT Nifty · today's outlook · interactive charts
Seven axes, 0–10 · each score describes the density of conditions presently visible — not a forecast
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Educational Observations by Time Horizon
Structural conditions and levels grouped by Short · Medium · Long horizon and scheduled events
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Sector RotationScore · rank movement · signal mix
Replay Mode
Pick an instrument and a look-back window. Candles render from that start date to today at the chosen timeframe. Any signals MarketLens fired on this instrument during the period are marked on the chart.
Instrument
NIFTY 50BANK NIFTY
Look-back duration
1M3M6M1Y2Y
Candle timeframe
Instrument
NIFTY 50
Range
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Candles
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Signals fired
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Hit rate · range
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signals confirmed T+5
Playback Chart
Drag to pan · scroll to zoom · double-click to reset · signal markers overlaid
up candle down candle fast MA slow MA Strong signal Neutral signal Weak signal
Signals fired in this range
What MarketLens called on this instrument during the look-back window
Date
Signal
Conviction
Lifecycle
T+5
T+10
Outcome
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✦Replay Verdict · NIFTY 50
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Tip: change the instrument, look-back duration or candle timeframe above to study any name across any window. The chart and the signals table refresh together.
Replay uses stored historical price data and signal logs. Past model performance does not indicate future results.
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Alerts
Signal alerts and watchlist notifications coming soon.
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Reports
Signal Accuracy
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Settings
Preferences and configuration options coming soon.
ML
Intelligence Ops
System Health & Accuracy
Updated —
● ADMIN ACCESS
Acknowledge
Intelligence Overview
Model Diagnostics
Replay Validation
Data Health
System Logs
Intelligence Overview
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Model Diagnostics
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Replay Validation
Would today's logic have worked on past data? · Walk-forward sanity checks
Replay Scenario
Single day · re-run live inference on a past date
Snapshot Viewer
load a persisted day snapshot
Replay Diff
original vs replay signal
Pending — a per-symbol original-vs-replay diff needs the live signal set joined to a fresh re-run over the same date ([NEW]).
Replay vs Live Outcomes
per horizon
Pending — replay vs live win-rate comparison needs a stored walk-forward replay run ([NEW]).
Walk-Forward Heatmap
date × cohort
Pending — per-week cohort accuracy needs a stored walk-forward replay run ([NEW]).
Backtest Gates · Re-Run
PortfolioConstructor over selected window
Pending — re-running the five backtest gates (CAGR/Sharpe/drawdown/win-rate/profit-factor) needs PortfolioConstructor invoked over the replay window ([NEW]).
Regime Drift
v1 ↔ v2
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Compliance Lint
per composer
Pending — needs a persisted compliance-lint hit log ([NEW]).
Replay Jobs
last runs
Pending — replay-job history is not persisted to a queryable store ([NEW]).
Data Health
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System Logs
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MarketLens provides AI-driven market intelligence and analytics. This is not investment advice or a trading recommendation.
