Database Trading Part 1Database trading is a method of using data to make better decisions in the market. It involves using data analysis to improve profits and avoid costly mistakes.
How does database trading work?
Data collection: Data is collected from various sources, such as stock exchanges, third-party financial data vendors, investment banks, and hedge funds
Data analysis: The data is analyzed to identify patterns and trends
Decision making: The data analysis is used to make decisions about trading, such as when to buy or sell
Execution: The decisions are executed by machines or humans
Benefits of database trading Helps improve profits, Helps avoid costly mistakes, and Helps navigate the markets.
Examples of trading strategies
Day trading
Involves making many trades in a single day to profit from short-term price changes
Algorithmic trading
Involves using computer programs to execute trades based on predefined rules
Event trading
Involves profiting from short-term price movements triggered by specific events
Position trading
Involves holding positions for an extended period to profit from price movements
Analysis
Database Trading Part 5Trading data is a sub-category of financial market data. It provides real-time information about stock and market prices as well as historical trends for assets such as equities, fixed-income products, currencies and derivatives.
How does database trading work?
Data collection: Data is collected from various sources, such as stock exchanges, third-party financial data vendors, investment banks, and hedge funds
Data analysis: The data is analyzed to identify patterns and trends
Decision making: The data analysis is used to make decisions about trading, such as when to buy or sell
Execution: The decisions are executed by machines or humans
Use of RSI in tradingThe Relative Strength Index (RSI) is a technical indicator that helps traders assess the momentum of an asset's price. It's used to identify overbought and oversold market conditions, and to provide buy and sell signals
How to use RSI
Identify overbought and oversold conditions
RSI values above 70 indicate overbought conditions, while values below 30 indicate oversold conditions.
Confirm trends
Use the RSI to validate trends and trend reversals. For example, a downward trend is confirmed when the RSI crosses from above 50 to below 50.
Provide buy and sell signals
Use the RSI to determine when to enter and exit positions. For example, low RSI levels indicate oversold conditions, which may generate a potential buy signal.
Combine with other indicators
Use the RSI with other technical indicators to identify market trends and confirm signals. For example, you can combine RSI with moving averages to identify strong assets in uptrends
Macd divergenceThe indicator is calculated by subtracting a 26-period Exponential Moving Average from the 12-period moving average. There is also a histogram available on the indicator which can also be used as a divergence indicator. As a result, you will then see the MACD line, which shows as an indicator below the price chart.
For daily charts, many traders find the default MACD settings (12, 26, 9) to be very effective. This timeframe captures the broader market trends and helps filter out market noise. Combine MACD with other indicators like RSI or Bollinger Bands when analyzing a 1-day chart for a more comprehensive market view
option-chain pcrA PCR above 0.7 or 1 reflects increased put option purchases, indicating bearish sentiment as investors hedge against potential sell-offs or speculate on falling prices. A PCR below 0.7, especially closer to 0.5, signals bullish sentiment, suggesting optimism for market gains.
No PCR is considered ideal, but a PCR below 0.7 is typically viewed as a strong bullish sentiment while a PCR above 1 is typically viewed as a strong bearish sentiment.
momentum tradingMomentum trading is a strategy that aims to capitalize on the continuance of existing trends in the market. Momentum traders usually buy or sell an asset moving intensely in one direction and exiting when this movement shows signs of reversing. They also seek to avoid buying or selling assets that are moving sideways
While it can be a profitable strategy when executed correctly, it's important to manage risk and be aware of the potential downsides. What is the concept of momentum trading? Momentum trading is an investment strategy that involves buying assets that are trending upward and selling those that are trending downward
Important Timeframes in MarketThe best time frame for intraday trading depends on your goals, experience, and the stock you're trading. For beginners, mid-day hours with 15-minute charts offer a safer environment, while experienced traders can take advantage of the high volatility during opening and closing hours.
The 3 5 7 rule is a risk management strategy in trading that emphasizes limiting risk on each individual trade to 3% of the trading capital, keeping overall exposure to 5% across all trades, and ensuring that winning trades yield at least 7% more profit than losing trades.
happy trading!!!
RSI basic to advanceAn RSI divergence occurs when the indicator and price begin to reach different levels, indicating a change in momentum that precedes a change in price direction. For example, a bullish divergence occurs when the security makes a lower low but the indicator forms a higher low.
Low RSI levels, typically below 30 (red line), indicate oversold conditions—generating a potential buy signal. Conversely, high RSI levels, typically above 70 (green line), indicate overbought conditions—generating a potential sell signal
chambal firtilizersSwing Stock - #CHAMBLFERT
Pattern - Resistance
TF - 2 HR
Resistance Level - 512-514
Possible Target - 530/545+
happy trading!!!
The intrinsic value of one CHAMBLFERT stock under the Base Case scenario is 582.04 INR. Compared to the current market price of 494 INR, Chambal Fertilisers and Chemicals Ltd is Undervalued by 15%
intellect design idea#INTELLECT Add to swing watchlist, Hourly timeframe
Inside bar setup active will be active only above 817
Resistance of 860
Can add on dips till 790
happy trading!!!
The stock's ratio of 45.06x is currently trading slightly above its industry peers' ratio of 41.27x, which means if you buy Intellect Design Arena today, you'd be paying a relatively sensible price for it.
DXY Bullish Breakout – USD Strengthening Towards 120+?📊 DXY (U.S. Dollar Index) Monthly Chart Analysis 🚀
📈 Breakout in Progress:
The chart shows a breakout from a horizontal resistance zone (previous highs). This signals bullish momentum.
📊 Trend & Structure:
Higher Lows & Higher Highs indicate an uptrend.
Price has been moving within an ascending channel for years.
📉 EMA 200 Support:
The 200-month EMA (95.63) is well below the current price, acting as a strong long-term support level.
🔮 Future Projection:
A potential pullback to confirm support, followed by a strong bullish move toward 120-125 levels.
Chart Projection Suggests: 🚀 Upside continuation if support holds.
🔥 Key Levels to Watch:
✅ Support: 104-108 (Breakout retest zone)
🎯 Target: 116-124 (Upper trendline)
💡 Conclusion: Bullish bias remains strong. If DXY holds above 108, the dollar could gain more strength in 2025. 🚀📊
united brevages (ubl)united brevages (ubl)
Swing Trade
Stock Name - United Beverages
Chart - Dailly O
CMP2295.15
Buy 2200-2220
■ SL-2100 X
Target
2600+
Time Duration: 3-4 momths
Potential Return 17%
Keep an eye
#UBL
SOON
In June 2021, Heineken N.V. bought out Mallya's 15% stake in United Breweries Limited for ₹5,825 crores (US$730 million) from the Debt Recovery Tribunal. With this, Heineken's stake in the company increased to 61.5%, taking control of United Breweries.
POLICYBZR Long#POLICYBZR on a swing Trade.
Entry: 1700-1750
SL: 1620
Target: 1820/1940/2100/ 2225
Happy Trading!!!
The decline follows news that PB Fintech is reportedly planning a foray into the healthcare sector by launching its chain of hospitals, sparking investor scepticism and adding pressure to the stock.
Dmart - Avenue Supermarkets cmp 4020.00 by Weekly Chart viewDmart - Avenue Supermarkets cmp 4020.00 by Weekly Chart view
- Resistance Zone at 4200 to 4300 Price Band
- Back to Back repeated Bullish Rounding Bottoms but is facing good strong hurdle at Resistance Zone neckline
- Falling Resistance Trendline breakout seems to be sustained but the Resistance Zone breakout remains and needs to be breached thru
MACD Trading #Technical AnalysisMACD measures the relationship between two EMAs to indicate momentum and potential trade reversals, while the RSI seeks out overbought and oversold conditions by evaluating recent price action. These indicators are often used together to give analysts a more complete technical picture.
The MACD is a technical indicator designed to help traders and investors identify and time potential buy and sell opportunities. The MACD displays moving averages and a histogram to identify trends and measure their momentum.
Management with PsychologyMastering trading psychology is a crucial component of achieving consistent success in the financial markets. By understanding and managing emotions, avoiding common pitfalls, and embracing individual strengths and weaknesses, traders can elevate their decision-making process.
The Psychological Support/Resistance indicator aims to provide the user with hypothetical support and resistance zones that are likely to provoke a strong reaction in price, either in both directions, providing good bouncing zones or significant movements once those levels are breached.
Video For New TradersTrading psychology is the emotional component of an investor's decision-making process, which may help explain why some decisions appear more rational than others. Trading psychology is characterized primarily by the influence of both greed and fear. Greed drives decisions that might be too risky.
The London session accounts for about 34% of the daily forex trading volume, making it the most active session. London is one of the world's financial hubs, with the largest financial institutions and banks engaging in huge trading activities in the city. These naturally impact the movements of world currencies.
BTC/USDT 4H Analysis: Bearish Breakdown or Rebound?📉 Bitcoin (BTC/USDT) 4H Chart Analysis
🔴 Overview:
Bitcoin is trading at $101,847 (-0.22%) on the 4-hour timeframe.
The price is moving within a descending wedge/pennant pattern.
Key EMA (200): Currently at $100,781, acting as dynamic support.
📌 Key Levels & Analysis:
Resistance Zone (~$102,000 - $103,000): Price is struggling to break above this level.
Support Zone (~$97,500 - $98,500): A key demand zone where buyers may step in.
⚠️ Potential Scenarios:
Bearish Breakdown ⬇️
If BTC loses the $100,800 EMA support, a drop towards $98,000-$97,500 is likely.
The marked arrow suggests this bearish move.
Bullish Rebound ⬆️
If BTC holds above EMA 200 and reclaims $102,000, a breakout towards $104,000-$106,000 could follow.
🧐 Final Thoughts:
Short-term trend: Bearish bias unless price reclaims resistance.
Watch for a break below $100,800 for further downside.
RSI & Volume Confirmation Needed for stronger signals.
Support and ResistanceTOP-10 Support and Resistance Indicators
Fibonacci Levels.
Support and Resistance Zones Indicator.
Linear Regression.
Margin Zones Indicator.
Trend Lines.
Fair Value Gaps.
Stacked Imbalance Indicator.
Psychological Levels.
The basic strategy is to buy at the support level and sell at the resistance level, recognizing that these are zones of potential demand and supply changes. How does resistance work?
Database TradingIt comes with limited downside risk, making it a safer investment than futures or margin trading. In addition, option trading can be more complex than other financial instruments, as it requires traders to have a good understanding of the underlying asset and market conditions.
Yes, you can make a lot of money, or lose a lot of money, trading options. Options provide a leveraged payoff on some underlying asset, such a stock. Below are the basics and some points to be aware of. The prices of options are based on the movement of some underlying asset, often stocks.
Management and PsychologyTrading Psychology simply refers to the feelings and emotions of a trader experiences and the associated actions the trader takes as a result. Just like in any other aspect of life, understanding how our mind works can improve our ability to trade better, take more informed, rational decisions and calculated risk.
How do I master my trading psychology?
What is Trading Psychology? ...
1) Create a Trading Plan. ...
2) Take Regular Breaks. ...
3) Don't Quit Your Day Job. ...
4) Accept That You Will Lose. ...
5) Practice, Practice, Practice. ...
6) Use a Take Profit and a Stop Loss. ...
7) Backtest Your Trading Strategy.
More items...






















