Database trading part 2Trading 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.
The United Nations Comtrade database aggregates detailed global annual and monthly trade statistics by product and trading partner for use by governments, academia, research institutes, and enterprises
Licensee may not share the IBM Research DiF Dataset with any other party and is responsible for any unauthorized access or use of its copy of the DiF Dataset.” data is by trade secrets. misuse of private information depending on your country. a legal framework that protects trade secrets.
X-indicator
how to become the successfull trader ?The key to success is discipline—sticking to your strategy, even when the market tempts you to take a different path. That's how traders build long-term, consistent profits. The markets will tempt you with quick wins, but successful traders know that discipline is the key to lasting success
Risk management
Create a trading plan
Review your trades
Always use a stop loss
Risk only what you can afford
Access to professional trading tools
Comparing brokerage firms
Control your trading capital
Defining trading success
Develop trading techniques
Keep a trading journal
Arrange sufficient capital
Developing a risk reward ratio
Find your market
Finding a trading strategy
Stay disciplined
Emotional resilience
Gain trading experience
Mindset of a successful trader
Patience
Treat trading like a business
Technology
Adapt to the market
Adaptability
What is adx and how to use it ?The ADX indicator is designed to quantify the strength of a trend, regardless of its direction. It does this by measuring the degree of price movement within a given period. The ADX values range from 0 to 100.
The traditional setting for the ADX indicator is 14 time periods, but analysts have commonly used the ADX with settings as low as 7 or as high as 30. Lower settings will make the average directional index respond more quickly to price movement but tend to generate more false signals.
ADX below 20: The market is currently not trending.
ADX crosses above 20: A new trend is emerging.
ADX between 20 and 40: This is considered as a confirmation of an emerging trend.
ADX above 40: The trend is very strong.
ADX crosses 50: the trend is extremely strong.
advanced pcr tradingHowever, no PCR can be considered ideal, but usually, a PCR below 0.7 is typically viewed as a strong bullish sentiment while a PCR more than 1 is usually considered as a strong bearish sentiment.
The Put-Call Ratio (PCR) is a popular technical indicator used by investors to assess market sentiment. It is calculated by dividing the volume or open interest of put options by call options over a specific time period. A higher PCR suggests bearish sentiment, while a lower PCR indicates bullish sentiment.
It can additionally be used for individual securities by looking at the volume of puts and calls on a security over a determined time period. A high PCR is indicative of bearish sentiment while a low PCR is indicative of bullish sentiment.
learning Advance Option trading You can get started trading options by opening an account, choosing to buy or sell puts or calls, and choosing an appropriate strike price and timeframe. Generally speaking, call buyers and put sellers profit when the underlying stock rises in value. Put buyers and call sellers profit when it falls.
There are some essentials of advanced options trading and these are: Spreads: These involve buying and selling options contracts with different strike prices or expiration dates on the same underlying asset. By combining these contracts, you create a defined risk and reward profile
Straddle is considered one of the best Option Trading Strategies for Indian Market. A Long Straddle is possibly one of the easiest market-neutral trading strategies to execute. The direction of the market's movement after it has been applied has no bearing on profit and loss.
What are the most important things to remember while trading ?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.
Stop loss
Plan the trade
Trading strategy
Control your trading capital
Correlated stocks
Discipline
Risk management
Arrange sufficient capital
Determine market conditions
Learn trading discipline
Market risk
Patience
Profits occur sporadically
Start small
Study the markets
Understand securities
Avoid overtrading
Avoid penny stocks
Broker requirements
Consider rebalancing portfolio occasionally
Consider your risk tolerance
Cut losses with limit orders
Diversification
Do not average your trades
how to make a rich portfolio in stock market ?Building wealth: 9 strategies for growing your portfolio
Pick an investment strategy that suits your goals. ...
Set clear investment goals. ...
Consider investing over the long-term. ...
Market timing. ...
Diversification. ...
Invest in growth sectors. ...
Take advantage of compound interest. ...
Rebalance your investment portfolio
So, 90/10, with 90% in the Vanguard 500 Index Fund and 10% in short-term government bonds, is his recommendation for his wife's trust. By the way, his wife is in her late 70s, and Warren will presumably be leaving her many millions of dollars
What is option trading and how it can be done profitably ?Options traders can profit by being option buyers or option writers. Options allow for potential profit during volatile times, regardless of which direction the market is moving. This is possible because you can use an options trading platform to trade in anticipation of market appreciation or depreciation
Also called the 1-3-2 butterfly spread, it is a common variation if the butterfly spread involving buying one option at a lower strike, selling three at a middle strike, and buying two at a higher strike. This advanced options trading strategy offers more flexibility.
If you think the stock price will stay stable: sell a call option or sell a put option. If you think the stock price will go down: buy a put option, sell a call option. Frederick says to think of options like an insurance policy: You don't get car insurance hoping that you crash your car.
What is the use of ADX in trading and why it is important ?The ADX quantifies trend strength by measuring directional movement over a given time frame. It provides traders with specific numbers (from 0 to 100) that represent strong or weak price trends. Traders can simply refer to the numbers to quickly assess the strength of a trend.
The ADX identifies a strong trend when the ADX is over 25 and a weak trend when the ADX is below 20. Crossovers of the -DI and +DI lines can be used to generate trade signals. For example, if the +DI line crosses above the -DI line and the ADX is above 20, or ideally above 25, then that is a potential signal to buy.
The ADX Indicator actually works best when combined with other technical indicators. One of the best combinations is with the Relative Strength Index, or RSI. Because the ADX measures the intensity of the trend the RSI can help with entries and exits by giving a time based component to the trend
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
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.
How to make a diverse portfolio in the stock market?How to create a diversified stock portfolio?
A diversified portfolio starts with the understanding that you'll have a variety of asset classes. The percentage you invest in each asset class depends on your risk tolerance, time horizon, and goals. A common guideline is a 60/40 split between stocks and bonds, but other model allocations include: Aggressive.The 5% rule of diversification states that one stock should not make up more than 5% of the investor's overall portfolio. Every investor's financial goals will differ as well as their analysis, so this rule may not matter to certain investors and in fact, some investors may want a large concentration in one stock.
what is the use of candlestick patterns in trading ?What is a candlestick? A candlestick is a way of displaying information about an asset's price movement. Candlestick charts are one of the most popular components of technical analysis, enabling traders to interpret price information quickly and from just a few price bars.
Traders use candlestick charts to determine possible price movement based on past patterns. Candlesticks are useful when trading as they show four price points - open, close, high, and low - throughout the period the trader specifies. Many algorithms are based on the price information shown in candlestick charts.