Database trading Results show that migration to a MongoDB database would be most beneficial in terms of cost, storage space, and throughput. In addition, organisations wishing to take advantage of autoscaling and the maintenance power of the cloud should opt for a cloud native solution.
Charges / registration: The online database ist free. A registration or a subscription is possible but not necessary. Registered users can download larger amounts of data per extraction and can save the data extractions in their own profile. Monthly Comtrade database requires registration.
Support
PCR in trading 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.
High PCR (> 1) - This indicates more put options are being traded than call options, suggesting a bearish sentiment, and traders expect the market to go down. Low PCR (< 1) - This indicates more call options are being traded than put options, suggesting a bullish sentiment, and traders expect the market to go up.
The relative strength index (RSI)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.
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.
technical analysis in tradingTechnical 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.
What are the best technical analysis indicators for day traders? The best technical indicators for day trading are the RSI, Williams Percent Range, and MACD. These measurements show overbought and oversold levels on a chart and can help predict where a price is likely to go next, based on past performance.
ADX learn in trading The Average Directional Index (ADX) is a technical analysis tool that measures the strength of trends. It is a standard analytical tool provided by most trading platforms. To quantify a trend's strength, the calculation of the ADX is based on the moving average (MA) of a price range expansion over a certain timeframe.
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.
PCR in trading 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.
However, 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.
Technical trading Technical analysis is a trading strategy used by investors to identify new investment possibilities. To anticipate future price movements of stocks or other assets, for example, past price and volume data is studied and shown on graphic charts, where trends, patterns, and technical indicators can be identified.
Technical trading is a broader style that is not necessarily limited to trading. Generally, a technician uses historical patterns of trading data to predict what might happen to stocks in the future. This is the same method practiced by economists and meteorologists: looking to the past for insight into the future.
Option and Database trading Traders use an options chain to choose the specific option contracts that best align with their trading strategy. They can select options with the desired strike prices and expiration dates based on their market outlook. Options chains are crucial for assessing and managing risk.
Rupeezy, Upstox, and Zerodha offer the best option trading apps in the market because their innovative trading platform allows traders to seamlessly analyze and trade in the market.
MACD In Trading The Moving Average Convergence/Divergence indicator is a momentum oscillator primarily used to trade trends. Although it is an oscillator, it is not typically used to identify over bought or oversold conditions. It appears on the chart as two lines which oscillate without boundaries.
Traders often use MACD with longer-term moving averages like the 50-day or 200-day moving average. If the price is above these averages and MACD signals a buy, it reinforces the bullish trend. On the flip side, if the price is below the moving averages and MACD signals a sell, it indicates a strong bearish trend.
How to draw support and resistance The most reliable source for identifying support and resistance levels is historical prices, making them invaluable to traders. The key is to familiarise yourself with past patterns – sometimes from very recent activity – so you can recognise them if they appear again.
Simply mark visible highs and lows on your chart; the higher highs and lower highs will serve as resistance levels, whereas the lower lows and higher lows will serve as support levels. It is always recommended that these lines are marked on longer timeframes to have reliable support and resistance levels.
RSI and Database in Trading 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.
When the RSI crosses above 70, it suggests that the asset may be overbought. This means that a price correction or pullback could be imminent. ...
Learn Option in trading Options are a type of contract that gives the buyer the right to buy or sell a security at a specified price at some point in the future. An option holder is essentially paying a premium for the right to buy or sell the security within a certain time frame.
Or as it's conveniently named, 1 Long put closer to the money, 1 short put further from the money, and 2 more short puts even further from the money. Preferably, as far away as possible while maintaining a net credit for the trade.
RSI in trading 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.
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.
Adx part 1The 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.
ADX below 20: Non-trending or consolidating.
ADX crosses above 20: A new trend may emerge.
ADX crosses 25: Confirmation of the trend.
ADX above 40: Strong trend.
ADX crosses 50: Extremely strong trend.
ADX crosses 70: A rare occasion.
Technical trading for traderTechnical trading is the practice of using price-based trading strategies to make short-term trades. It relies heavily on technical analysis, which uses past and current data to identify trends in the market.
Technical trading is a broader style that is not necessarily limited to trading. Generally, a technician uses historical patterns of trading data to predict what might happen to stocks in the future. This is the same method practiced by economists and meteorologists: looking to the past for insight into the future.
Learn option trading with us The seller (or writer) of options accepts the obligation to buy or sell should the purchaser exercise their right. U.S. investors can trade options on a wide range of financial products—from individual stocks or stock exchange-traded funds (ETFs) to indexes, foreign currencies and more
The process for how to learn stock options trading is quite simple. You need to immerse yourself in educational resources, and then put what you've learned to practice. But – what we recommend is to practice with paper trading before you actually spend real money on options.
Advanced RSI IndicatorA 7-period RSI with settings of 10 and 90 works best. The tighter timeframe and thresholds help spot immediate trading opportunities. With settings of 10 and 90 a scalper can: Enter long positions when RSI dips below 1
It can signal when to buy and sell. Traditionally, an RSI reading of 70 or above indicates an overbought condition. A reading of 30 or below indicates an oversold condition. The RSI is one of the most popular technical indicators, and it is generally available on most trading platforms offered by online stock brokers.
Technical trading Technical analysis is a trading strategy used by investors to identify new investment possibilities. To anticipate future price movements of stocks or other assets, for example, past price and volume data is studied and shown on graphic charts, where trends, patterns, and technical indicators can be identified.
Technical trading is a broader style that is not necessarily limited to trading. Generally, a technician uses historical patterns of trading data to predict what might happen to stocks in the future. This is the same method practiced by economists and meteorologists: looking to the past for insight into the future.
Technical Trading Technical analysis is a trading strategy used by investors to identify new investment possibilities. To anticipate future price movements of stocks or other assets, for example, past price and volume data is studied and shown on graphic charts, where trends, patterns, and technical indicators can be identified.
There is virtually no limit to the profit potential of technical analysis. Profitability within the discipline largely depends on the trader's expertise, adherence to tried and tested strategies, and the amount of risk undertaken and capital employed by the trader.
Technical AnalysisWhether you're scalping forex or investing in stocks, you can make use of technical analysis to find and plan trades. It can also provide an excellent method of determining your entry and exit points for a position. As we've seen in earlier courses, a market rarely moves in a straight line.
average true range (ATR)
Moving average convergence/divergence (MACD)
Fibonacci retracements.
Relative strength index (RSI)
Pivot point.
Stochastic.
Parabolic SAR.
Trading databaseTrading 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.
SQL remains a fundamental tool for querying and managing data. SQL's simplicity and power make it accessible to both beginners and experts. In trading systems, SQL enables efficient data retrieval and manipulation. Users can write SQL queries to analyze market trends and execute trading strategies.
Parquet - Original first choice and most often the best choice for projects for all of the reasons discussed here. Best compression (roughly 3x smaller than HDF5 and 10x smaller than CSV), Best read time (when using multi cores) and best compatibility with different systems
RSI divergence indicatorAn 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.
What is the best RSI setting for divergence?
What is the best RSI setting for divergence? The default RSI setting is a 14-period, which works well for most traders. However, shorter settings (like 7) increase signal sensitivity, while longer settings (like 21) reduce noise and offer more reliable signals, especially for long-term trading.
Option chain in trading What is Implied Volatility (IV)? Implied Volatility (IV) uses an option price to determine and calculate what the current market is talking about, the future volatility of the option's underlying stock. Implied volatility is one of the six essential factors used in options pricing models.
The Nifty Option Chain provides a listing of all the available options contracts for the Nifty 50 Index; including the strike prices, expiry dates, and the corresponding premiums. The list shows all call and put options that are available against a specific underlying.