What is database trading and it is been done ?Reset restore all settings to the default values Done. Close Modal Dialog. End of dialog window. 3. Database trading, often referred to as *algorithmic trading* or *quantitative trading*, involves using computer algorithms to make automated trading decisions based on a large amount of data
A database is an electronically stored, systematic collection of data. It can contain any type of data, including words, numbers, images, videos, and files. You can use software called a database management system (DBMS) to store, retrieve, and edit data.
Databases are used to store and manage large amounts of structured and unstructured data, and they can be used to support a wide range of activities, including data storage, data analysis, and data management. They are used in a variety of settings, including business, scientific, and government organizations.
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what is support and resistance and how to use it ?The support and resistance (S&R) are specific price points on a chart expected to attract the maximum amount of either buying or selling. The support price is a price at which one can expect more buyers than sellers. Likewise, the resistance price is a price at which one can expect more sellers than buyers.
Using Support and Resistance After a Breakout
Old Resistance Becomes New Support – If the price breaks above resistance, that resistance level may now act as support.
Old Support Becomes New Resistance – If the price breaks below support, that support level may now act as resistance.
Support and resistance are key concepts in technical analysis. They refer to price levels acting as barriers, guiding market direction. These levels help traders make informed decisions on entry/exit points.
inr/usd forex trading analysis The 2024 USD to INR price prediction towards an all-time high of 85.608, and a closing rate of 85.543. The 2025 USD to INR forecast is showing a potential maximum rate of 89.138 and a closing rate of 489.066.
Each pair has two currencies. One is the base currency, which is one unit and the other is quotation currency. Base/quotation is the value of the quotation currency, i.e., in the case of USD INR trading, USD is the base while INR is quotation and the value of one USD Is 75.76 INR.
Conversely, investing in USD-denominated assets may provide some protection against currency depreciation risks, although exchange rate fluctuations can still impact investment returns,” says Krishna. The Indian currency has lost five to six per cent annually against the USD as per data from the last 30 years.
What is the use of RSI in trading ?Successful trades often occur when the RSI crosses above 30 (indicating a buy signal) or below 70 (indicating a sell signal). Adjusting the RSI period to 9 can make it more sensitive to price changes and be suitable for more active trading strategies.
The RSI is helpful for market participants in identifying trends. In a strong uptrend, the RSI typically stays between 40 and 90, with the 40-50 range acting as support. In a strong downtrend, the RSI ranges from 10 to 60, with the 50-60 range serving as resistance.
The relative strength index (RSI) is a momentum indicator used in technical analysis. RSI measures the speed and magnitude of a security's recent price changes to detect overbought or oversold conditions in the price of that security.
Important things to remember while starting trading journeyTo learn trading for beginners, the asset class with which you have the most experience is a good place to start - for most people this is shares. It can also make sense to start with assets with lower volatility, as there is less time pressure here.
The 5-3-1 strategy is especially helpful for new traders who may be overwhelmed by the dozens of currency pairs available and the 24-7 nature of the market. The numbers five, three, and one stand for: Five currency pairs to learn and trade. Three strategies to become an expert on and use with your trades.
It is a high-stakes game where many are lured by the promise of quick riches but ultimately face harsh realities. One of the harsh realities of trading is the “Rule of 90,” which suggests that 90% of new traders lose 90% of their starting capital within 90 days of their first trade.
what is correction in market and how to react to it ?A correction in trading is when the price of a security drops by a meaningful amount in a relatively short period of time. Traders typically define a correction as a drop in value of 10% or more. This drop can happen over a few hours or a few days. Also, it can last for less than 24 hours or many months.
You can start by diversifying your portfolio. Spreading investments across different asset classes such as stocks, bonds, and commodities can help reduce risk and smooth out market volatility. A well-diversified portfolio is better positioned to withstand market corrections
A stock market correction describes a specific fall in value of at least 10% (but less than 20%) from a recent stock market high. Investors often use "stock market correction" to describe a drop in the market as a whole or within a specific index, like the S&P 500.
How to use indicators in trading ?Indicators do not specifically provide any buy and sell signals; a trader must interpret the signals to determine trade entry and exit points that conform to his or her own unique trading style. Several different types of indicators exist, including those that interpret trend, momentum, volatility, and volume.
Traders will plot a MACD line on a chart. This is the distance between two moving averages. A signal line, which is the moving average of the MACD line, is then added to the mix. If the MACD line cuts through the signal line from below, it can be used as a buy signal.
The strategy is named after its three key components: 5 (five currency pairs to focus on), 3 (only three trading strategies), and 1 (pick one time to trade). The main goal of this forex algo trading strategy is to maintain consistency, minimize risks, and maximize the traders' overall returns.
What is the use database trading ?An Exchange Database is a storage system used by Exchange Online Server to store email data and public folder content. It is known for its single-instance storage mechanism, which optimizes storage efficiency within the database.
A database is a collection of data that is organized so the information within can be easily accessed later. Your data will be more accurate, reliable, and easy to use if you have a database.
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.
What is the use of Macd in trading ?What does MACD 12, 26, 9 mean? The 12 from the Moving Average Convergence Divergence represents a moving average of the previous 12 bars. The 26 represents a moving average of the previous 26 bars. The 9 represents a moving average of the difference between the two moving averages 12 and 26 above.
MACD above zero signals bullish momentum, while MACD below zero is signals bearish momentum. When MACD moves into the positive territory from below the zero-line on a chart, it indicates divergence between the two moving averages. This means the bullish momentum is picking pace
Scalping vs. Swing Trading: Which One is Better for You?Hello Traders!
Today’s topic is one that often sparks debate in the trading community: Scalping vs. Swing Trading. Both strategies have their unique strengths and challenges, and the choice between them largely depends on your trading style, time availability, and risk tolerance. Let’s break down the key differences to help you decide which approach may be better suited for you!
Scalping: The Fast-Paced Trading Strategy
Scalping is a trading strategy that focuses on making small profits from small price movements throughout the day. Traders who engage in scalping, also known as scalpers , typically execute multiple trades in a short period, often holding positions for just a few minutes or even seconds.
Key Characteristics of Scalping:
Short Holding Period: Scalpers hold positions for seconds to minutes, looking to capitalize on small price fluctuations.
High Frequency of Trades: A scalper executes many trades in a day, potentially dozens or hundreds, depending on market conditions.
Low Profit per Trade: While scalping, the profit per trade is small, but the cumulative returns can be substantial if executed consistently.
Requires Fast Decision-Making: Scalpers need to make quick decisions, as they operate in fast-moving markets.
Low Time Commitment per Trade: The time spent on each individual trade is short, but scalping requires constant attention to the markets throughout the trading session.
Swing Trading: The Mid-Term Strategy
Swing trading involves holding positions for a few days to weeks to capture larger price movements. Swing traders aim to take advantage of market “swings” or trends, rather than focusing on small fluctuations like scalpers.
Key Characteristics of Swing Trading:
Medium Holding Period: Positions are typically held for a few days or weeks to capitalize on medium-term price swings.
Fewer Trades per Day: Swing traders typically make fewer trades compared to scalpers, often only executing trades a few times per week.
Larger Profit per Trade: While the profit per trade is larger, swing traders can also face greater risk as positions are held for longer periods.
Trend-Following Approach: Swing traders often look to trade in the direction of the prevailing trend, using technical indicators to identify potential entries and exits.
More Time Between Trades: Swing traders don’t need to monitor the markets constantly like scalpers; they can afford to check their positions less frequently.
Which One is Better?
There is no clear-cut answer to which strategy is better—it depends on your personal preferences, lifestyle, and risk tolerance. Let’s compare them:
Scalping
Best for Active Traders: If you enjoy being constantly engaged with the market and have the time to dedicate to making quick decisions, scalping might be ideal for you .
Requires Quick Reflexes and a High Level of Focus: Scalping can be intense, as you need to react quickly to price movements.
Lower Risk per Trade, But High Frequency of Trades: While the risk per trade is small, the frequent trades can accumulate fees or slippage that impact overall profitability.
Swing Trading
Best for Less Active Traders: Swing trading is ideal if you don’t have time for constant monitoring but still want to take advantage of market movements.
Better for Those Who Can Handle Larger Price Moves: Swing traders need to be more patient and prepared for larger price swings.
More Time Between Trades, More Time for Analysis: Swing traders can dedicate more time to research and analysis before entering positions.
Conclusion:
Ultimately, scalping and swing trading are two effective strategies with their own strengths and weaknesses. Scalping suits fast-paced traders who thrive on constant action, while swing trading is better for those looking for a more relaxed, mid-term approach . Your choice should depend on your trading personality, time commitment, and comfort with risk.
What’s your preferred strategy? Scalping or Swing Trading?
Let me know your thoughts in the comments below! Happy trading!
how to choose good stocks to buy ?How to pick stocks for long-term investing
P/E ratio. A ratio between 15 and 25 is often considered healthy. ...
P/B ratio. A good range is typically between 1 and 3, showing a fair valuation. ...
EPS. Look for companies with consistent or growing EPS over time. ...
ROE. A good ROE falls in the 10-20% range.
The 7% rule is a straightforward guideline for cutting losses in stock trading. It suggests that investors should exit a position if the stock price falls 7% below the purchase price.
The rule stipulates investing 90% of one's investment capital toward low-cost stock-based index funds and the remainder 10% to short-term government bonds.
How to become a succesfull trader ?Become a successful trader
Risk management
Develop a trading plan
Choose your trading style
Protect your trading capital
Review your trades
Risk only what you can afford
Understand trading psychology
Always use a stop loss
Choose a trading strategy
Comparing brokerage firms
Keep a trading journal
Stay disciplined
Develop trading techniques
Developing a risk reward ratio
Emotional control
Find the right pairs to trade
Find your market
Adapt to the market
Be flexible
Cut losses with limit orders
Gain trading experience
Patience
Set goals
Study the markets
how to use AI in trading ?In stock trading, AI algorithms can process millions of transactions and analyze this historical data to predict stock market behavior based on previous scenarios. Investors can leverage this knowledge to plan accordingly while taking market volatility into account.
Best AI Tools for Stock Market Trading
Upstox (AI-Powered Trading Tools) Overview. ...
Zerodha Streak (AI-Powered Algorithmic Trading) ...
Sensibull (AI-Driven Options Trading) ...
Fyers One (AI and Real-Time Data) ...
Trade Brains (AI for Stock Screening) ...
MarketX (AI-Driven Market Insights) ...
AlgoTrader (AI for Algorithmic Trading)
How to do risk management in trading ?Five Steps of the Risk Management Process 2025
Risk Management Process. ...
Here Are The Five Essential Steps of A Risk Management Process. ...
Step 1: Identify the Risk. ...
Step 2: Analyze the Risk. ...
Step 3: Evaluate the Risk or Risk Assessment. ...
Step 4: Treat the Risk. ...
Step 5: Monitor and Review the Risk.
One popular method is the 2% Rule, which means you never put more than 2% of your account equity at risk (Table 1). For example, if you are trading a $50,000 account, and you choose a risk management stop loss of 2%, you could risk up to $1,000 on any given trade.
Nifty Intraday Analysis for 13th February 2025NSE:NIFTY
Index closed near 23045 level and Maximum Call and Put Writing near CMP as below in current weekly contract:
Call Writing
23500 Strike – 123.96 Lakh 23300 Strike – 84.65 Lakh
23400 Strike – 75.55 Lakh
Put Writing
22500 Strike – 115.67 Lakh
22700 Strike – 91.16 Lakh
22800 Strike – 69.99 Lakh
Index has resistance near 23225 - 23275 range and if index crosses and sustains above this level then may reach near 23400 - 23450 range.
Index has immediate support near 22800 – 22750 range and if this support is broken then index may tank near 22650 – 22600 range.
Mark Minervini: Master of Trend Following and Risk Management!Mark Minervini: Master of Trend Following and Stock Market Success
Hello everyone! Today, we’re diving into the world of Mark Minervini , a U.S. stock trader and author who has made a significant impact in the trading world. Known for his trend-following strategies and risk management mindset , Minervini is widely respected for his disciplined approach to the market.
Mark Minervini’s philosophy is built around timing the market right, managing risk, and investing in stocks with momentum . His success can be attributed to his ability to combine technical analysis , fundamental analysis , and strict risk management into a coherent strategy.
Mark Minervini’s Key Trading Principles
Buy High, Sell Higher: Minervini’s strategy is focused on buying stocks at breakout points , when they are moving above previous highs, signaling strong momentum and potential for larger gains.
Look for Stocks with Strong Fundamentals and Technicals: He believes in a balanced approach, using both fundamental analysis and technical indicators to identify stocks that have the potential to deliver strong returns.
The 90-90 Rule: Minervini’s 90-90 rule suggests that 90% of the time, the market moves with the top 10% performing stocks , and those top-performing stocks often deliver massive returns.
Cut Losses Quickly and Let Profits Run: A central principle of Minervini’s strategy is risk management . He advocates cutting losses quickly and letting profits run , ensuring that small losses don’t turn into bigger ones.
Risk Management Mindset: Mark Minervini stresses the importance of having a risk management mindset when trading. Managing risk is just as important as identifying profitable trades. He advises traders to always protect capital , as this is the foundation of long-term success in the market.
Stay Disciplined and Follow a System: Minervini’s success is rooted in his disciplined approach. He sticks to his rules and doesn’t deviate from his proven system, regardless of market fluctuations.
Mark Minervini’s Iconic Trades
✔ Stock Breakouts: Minervini made a fortune by buying stocks at breakout points where stocks are showing strong upward momentum.
✔ Growth Stocks in Bull Markets: He focuses on identifying high-growth stocks in strong bull markets, which consistently outperform the broader market.
✔ Precise Entry Points: Minervini does not just buy any stock but waits for specific technical patterns that suggest high-probability entry points.
What This Means for Traders:
By following Minervini’s principles, traders can:
Focus on high-performing stocks with upward momentum that break above key resistance levels.
Prioritize risk management and always be ready to cut losses to protect your capital.
Stay disciplined and follow a systematic approach that relies on precise entry points and controlled risk.
Leverage both technical and fundamental analysis to make smarter, more informed decisions.
Outcome:
Mark Minervini’s success is a result of his comprehensive approach to trading , which includes precise entry points, strong risk management, and a disciplined mindset. Traders who follow these principles can improve their results and take their trading to the next level.
What do you think of Mark Minervini’s trading approach ? Have you implemented any of his strategies in your own trades? Share your thoughts in the comments below!
What is the role of timeframes in trading?A general rule is that the longer the time frame, the more reliable the signals being given. As you drill down in time frames, the charts become more polluted with false moves and noise. Ideally, traders should use a longer time frame to define the primary trend of whatever they are trading
The 5-3-1 strategy is especially helpful for new traders who may be overwhelmed by the dozens of currency pairs available and the 24-7 nature of the market. The numbers five, three, and one stand for: Five currency pairs to learn and trade. Three strategies to become an expert on and use with your trades.
how to trade profitably in volitaile market ?Common strategies to trade volatility include going long puts, shorting calls, shorting straddles or strangles, ratio writing, and iron condors.
When volatility spikes, you have the opportunity to generate an above-average profit, but you also run the risk of losing a great deal of capital in a relatively short period of time. With a disciplined approach, you can learn to manage volatility for your benefit—while minimizing risks.
There are two main methods for trading:
Contracts for Difference (CFDs): This is like predicting whether the price will go up or down. You don't actually own the index, you're just speculating on its movements. ...
Options: Options let you speculate on price movements without risking more than your initial stake.
Best Statergies to do Database trading ?9 data-driven strategies for improved trading decisions
Volatility graphs. Volatility surface mapping is one method that helps decide the best approach in any given market. ...
Moving averages and regression analysis. ...
Machine learning. ...
Computer simulations. ...
The Bollinger Bands. ...
AI investing. ...
Unconventional data. ...
Using new data.
A trader needs to collect three types of market data for algo trading; real-time data, delayed data, and historical data. Real-time data is used while a trader executes an order, it is taken into account at the time of the trade.
How to Use chart patterns in technical analysis ?Setting Entry and Exit Points: Chart patterns enable day traders to set precise entry and exit points. For example, a trader might enter a long position when the price breaks above the upper trendline of a symmetrical triangle and set a stop-loss order below the pattern's lower trendline.
The 123 pattern reversal strategy is a three-swing price formation indicating a potential trend reversal. It consists of three price swings with three swing points, suggesting a change in market direction.
how to do analysis of banknifty?Check Bank Nifty's average daily movement by tracking historical volatility, examining daily price changes, and considering derivative indicators such as option open interest, call/put ratios, and cost-of-carry movements
Technical indicators are key to analysing Bank Nifty movements. Investors can keep an eye on moving averages, option activity, and PCR to analyse Bank Nifty movements. High put-call ratios or short build-up may be signs of a bearish trend, while positive derivative indicators may signal a bullish trend.
To predict the trend of Bank Nifty, traders often combine indicators like Moving Averages, MACD, and RSI. Analysing these indicators together provides insights into potential trend directions.
How to use technical analysis in trading ?How to perform technical analysis
Identifying the trend. This is the first step in technical analysis for traders because trading strategies can either follow the trend or go against the trend. ...
Drawing support and resistance levels. ...
Establishing entry and exit points. ...
Position sizing and risk management.
Technical analysis seeks to predict price movements by examining historical data, mainly price and volume. It helps traders and investors navigate the gap between intrinsic value and market price by leveraging techniques like statistical analysis and behavioral economics