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Traded Today
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Turnover
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เงณ mn
Market Breadth
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Advancing vs Declining
Sentiment
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Based on breadth & volume
Total Trades
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Top GainersLive
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Volume LeadersToday
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Market Overview
All listed securities on Dhaka Stock Exchange
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Symbol
Cat
LTP (\u09f3)
YCP
High
Low
Change %
7D Proj.
21D Proj.
30D Proj.
90D Proj.
Volume
Turnover (\u09f3 mn)
Trades
Market Heatmap
Top 100 stocks by turnover \u2014 grouped by sector, color = % change today
AI-powered index projections for overall market and individual sectors (3โ90 day horizons)
๐ Overall DSE Market โ
๐ฆ Banks โ
๐ผ NBFIs โ
๐ Pharma โ
๐ก Telecom โ
๐ญ Food & Allied โ
๐งต Textile โ
โ๏ธ Engineering โ
โก Fuel & Power โ
๐ก๏ธ Insurance โ
๐๏ธ Cement โ
๐ป IT โ
Stock Screener
Multi-factor filter across all listed stocks
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30D Proj.
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๐ Prediction Performance
Forecast accuracy & God Mode signal tracking โ since June 25, 2026
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๐ Forecast Accuracy TrendMAPE by Horizon
โก God Mode Signal Summary
๐ Top Picks Performance
๐ฏ Accuracy by Forecast Horizon
Horizon
Evaluations
Avg MAPE
Direction Accuracy
Avg Bias
Rating
๐ Per-Symbol Accuracy Breakdown
Symbol
Horizon
MAPE
Dir Acc
Bias
N
๐ Daily God Scan History
Date
Total
Strong Buy
Watch
Hold
Sell
Avg Score
๐ผ Portfolio
Manage your real holdings and track an automatic AI paper-trading experiment
๐ต Cash & Deposits
Holdings
Symbol
Qty
Avg Price
Live Price
P&L
Signal
Actions
๐ Action Plan โ targeted buy/sell levels for your holdings
๐ฏ Opportunities โ top-scoring stocks you don't hold
Symbol
Price
Signal
Score
Entry
Target
Stop
R/R
Why
๐ Equity Curve
Open Positions
Symbol
Qty
Avg Price
Live Price
Unrealized P&L
Settlement
Trade Log
Time
Action
Symbol
Qty
Price
Fee
Reason
Rules: Starts with เงณ100,000. Runs automatically during DSE trading hours (SunโThu 10:00โ14:30 BDT). Max 5 concurrent positions, conviction-weighted by signal score. T+2 settlement lock before a position can be sold. DSE circuit-breaker aware. ~0.45% brokerage fee per trade.
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Price decomposed into trend components (k=3, 6, 9) to denoise and identify underlying direction. Lime dashed line = 30-day Fourier path (origin = last close).
Same ranges as Technical Analysis
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Momentum & Volume
Volatility & AR Features
News Sentimentโ
Correlated StocksPearson correlation on daily returns
Methods: GBM (price distribution) ยท GARCH (volatility) ยท Cointegration (pairs) ยท Black-Litterman (portfolio) ยท Random Forest (ranking).
For research only โ not investment advice.
Geometric Brownian Motion โ dS = ฮผS dt + ฯS dW. Models stock prices as continuous-time random walks with drift. Produces a probabilistic distribution of future prices. Foundation of Black-Scholes. Honest limitation: assumes constant volatility and log-normal returns; real markets have fat tails and volatility clustering.
GARCH(1,1) โ ฯยฒ_t = ฯ + ฮฑ ฮตยฒ_{t-1} + ฮฒ ฯยฒ_{t-1}. Models time-varying volatility that clusters (calm follows calm, turbulent follows turbulent). Volatility is far more predictable than price direction. Honest limitation: univariate model; doesn't predict direction, only volatility.
Cointegration & Pairs Trading โ Two non-stationary series are cointegrated if a linear combination is stationary (mean-reverting). Engle-Granger: regress Y on X, ADF test residuals. When spread diverges (|z|>2), bet on convergence. Honest limitation: relationships can break (LTCM 1998); requires monitoring.
Bayesian Black-Litterman โ E[R] = [(ฯฮฃ)โปยน + P'ฮฉโปยนP]โปยน [(ฯฮฃ)โปยนฮ + P'ฮฉโปยนQ]. Combines market-implied returns (ฮ ) with your views (Q) in a principled Bayesian way. Avoids the estimation-error amplification of naive Markowitz. Honest limitation: requires specifying priors; sensitive to view confidence.
Random Forest โ Ensemble of decision trees with bootstrap sampling + random feature selection. Cross-sectional stock ranking using RSI, momentum, volatility, price-vs-SMA. Honest limitations: overfitting is the #1 killer; non-stationarity; requires massive feature engineering; transaction costs can erase small edges.
๐ Fourier PlaybookSections 5 & 6 ยท v1.05
Methodology: poly-2 detrend โ DFT โ top-N harmonics (3/6/9) โ reconstruction = poly_trend + ฮฃ cosines โ per-harmonic Rยฒ โ damped-trend extrapolation โ DSE circuit-breaker clamping.
Section 5 lists indicator readings with priority badges. Section 6 walks the 7-step decision framework and emits a verdict.
For research only โ not investment advice.
Pick a symbol and click Run Playbook to see the Fourier checklist.