Database in trading 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.
Postgres is an open-source production-ready database with lots of use cases. Mongo is a NoSQL alternative that can sometimes be much faster than SQL databases. Arctic is built upon Mongo to make it even more helpful for those who work with market data, as Arctic supports pandas dataframes and NumPy arrays by default.
Trading
Option chain part 1Nifty option chain is considered to be the best advance warning system of sharp moves or break outs in the index.
More specifically, high open interest in call options signifies a bullish sentiment, while high open interest in put options suggests a bearish sentiment. Open interest is tracked separately for call and put options.
LTP (Last Traded Price) – is the last traded price or premium price of an option. CHNG – is the net change in LTP.
Option and Database trading The Bottom Line. You don't need a considerable sum of money to become an options trader. You can start small with a capital of less than Rs 2 lakhs too. However, as you start small, you need to be a careful trader so that you can cut down on the possibility of losses and enhance the return potential of your trades.
Nifty option chain is considered to be the best advance warning system of sharp moves or break outs in the index.
RSI in trading The relative strength index (RSI) is a momentum indicator that measures recent price changes as it moves between 0 and 100. The RSI provides short-term buy and sell signals and is used to track the overbought and oversold levels of an asset.
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.
Options in trading
When you trade options, you're essentially placing a bet on if a stock will decrease, increase or remain the same in value; how much it will deviate from its current price; and in what time those changes will occur. Based on those parameters, you can choose to enter into a contract to buy or sell a company's stock
Calls.
Puts.
American Style.
European Style.
Exchange Traded Options.
Over The Counter Options.
option trading part 2Options 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.
You don't need a considerable sum of money to become an options trader. You can start small with a capital of less than Rs 2 lakhs too. However, as you start small, you need to be a careful trader so that you can cut down on the possibility of losses and enhance the return potential of your trades.
learn ADX in trading Average Directional Index or ADX is a technical analysis indicator that can determine if a market trend is strong or weak. It provides values between 0 to 100 for the same. A value between 0-25 indicates a weak trend. A value between 25-50 indicates a fairly strong 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.
HIMADRI SPECIALITY CHEM LTD TRADING IDEA!📊 Analysis:
HSCL is trading above its key EMAs (20, 50, and 200), indicating a strong bullish trend.
The stock has broken a critical resistance level at ₹590, supported by rising volumes, signaling potential for further upside.
The price structure reflects bullish continuation with solid support below ₹565.
📈 Trading Plan:
Entry Point: ₹595 (enter on a breakout confirmation with good volume).
Target 1 (T1): ₹620
Target 2 (T2): ₹650
Stop Loss (SL): ₹565
🛑 Risk-to-Reward Ratio: Approximately 1:2
Pre Market analysis for 05/01/2025
Pre Market analysis for 05/01/2025
#NIFTY50
If market opens flat and breaks 24200 will plan for buying for target 24450 level.
If market opens gap down, and breaks 23950, then plan for selling for target 23700. level.
If market opens gap up, and sustains above 24250 level, then plan for buying for target 24450 level.
Disclaimer:-All views are my personal and only for educational purpose.
#StockMarketIndia
#LetsLearnTogether
RSI in trading The relative strength index (RSI) is a momentum indicator that measures recent price changes as it moves between 0 and 100. The RSI provides short-term buy and sell signals and is used to track the overbought and oversold levels of an asset.
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.
option 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.
When options are better. Options can be a better choice when you want to limit risk to a certain amount. Options can allow you to earn a stock-like return while investing less money, so they can be a way to limit your risk within certain bounds. Options can be a useful strategy when you're an advanced investor.
Gold Technical Analysis: Shift in Market Structure?The price has indeed moved up significantly and is now testing a key resistance zone around 2655-2672 (Fib Golden Zone), yesterdays upward movement has been steady and consistent,Price has successfully broken above the previous resistance(2635-39) which is now a support area, also there's a notable increase in volume on the recent upward move, price has maintained higher lows and higher highs in the short term,
However,
We're approaching the 0.618 Fibonacci resistance level,The price is at the upper range of the recent consolidation zone and price is now trading the weekly R2 level so to initiate buy we have to wait for pullback for a possible re test of support area and on rejection we can plan the buy .
The original downside target of 2536-50 will be considered invalid unless price breaks back below 2638 with significant volume. Key invalidation level for bulls: A close below 2638 on H4 that can drag the price in previous consolidation area.
Berger Paints Bounces Back – Targets Within ReachHello everyone, i hope you all will be doing good in your life and your trading as well, Today i have brought very strong fundamentaly strong stock which is reversing from important support zone, Stock name is Berger paints and it is known for its wide range of decorative and industrial paints. Over the years, it has built a strong reputation for innovation, quality, and a robust distribution network. With increasing demand for premium and eco-friendly products, Berger is well-positioned for long-term growth.
Let's discuss Technical and Fundamentals about this Gem stock:
Technical Overview:-
Berger Paints is sitting at a strong support zone around ₹425-450, a level that has consistently held during market corrections.
It’s showing signs of recovery with the formation of a Morning Star pattern on the weekly chart—a bullish reversal signal.
The immediate resistance lies around ₹500-550, with a medium-term target of ₹630+, where multiple resistances have been tested in the past.
Fundamental Insights:-
Solid Growth Story: Berger has consistently grown its revenues, thanks to strong demand in decorative paints and its expanding presence in rural and urban markets.
Resilient Margins: Even with rising input costs, Berger has maintained steady profit margins, reflecting its operational strength and pricing power.
Future Prospects: With urbanization on the rise and increasing preferences for high-quality paints, Berger is set to benefit from long-term industry trends.
Market Cap
₹ 53,465 Cr.
Current Price
₹ 459
High / Low
₹ 630 / 438
Stock P/E
46.6
Book Value
₹ 48.0
Dividend Yield
0.78 %
ROCE
27.5 %
ROE
23.5 %
Face Value
₹ 1.00
Industry PE
46.6
Debt
₹ 797 Cr.
EPS
₹ 9.82
Promoter holding
75.0 %
Intrinsic Value
₹ 129
Return over 5years
1.09 %
Debt to equity
0.14
Net profit
₹ 1,147 Cr.
Disclaimer:- Please always do your own analysis or consult with your financial advisor before taking any kind of trades.
Dear traders, If you like my work then do not forget to hit like and follow me, and guy's let me know what do you think about this idea in comment box, i would be love to reply all of you guy's.
Thankyou.
HDFCBANK // levelsAs of January 2, 2025, HDFC Bank Limited (NSE: HDFCBANK) is trading at ₹1,806.15.
Technical analysis indicates the following support and resistance levels:
Support Levels:
S1: ₹1,765
S2: ₹1,746
S3: ₹1,732
Resistance Levels:
R1: ₹1,797
R2: ₹1,812
R3: ₹1,830
These levels suggest that if the stock price falls below the immediate support at ₹1,765, it may find the next support at ₹1,746. Conversely, if the price rises above the immediate resistance at ₹1,797, it could encounter the next resistance at ₹1,812.
Additionally, the stock is testing support at ₹1,770. A downward breakthrough of this level could signal a negative trend.
Please note that stock prices are subject to market volatility, and it's advisable to consult financial advisors or use real-time trading platforms for the most current information.
Pre Market analysis for 02/01/2025
Pre Market analysis for 02/01/2025
#NIFTYBANK
If market opens flat and breaks 51250 level, will plan for buying for target 51600 level.
If market opens gap down, and breaks 51000 will plan for selling for target 50600.Wait for 15min candle close below level.
If market opens gap up, and sustains above 51250 level, then plan for buying for target 51600.
Disclaimer:-All views are my personal and only for educational purpose.
#StockMarketIndia
#LetsLearnTogether
Gold Update : No change so far ,still in sideways range Price is trading within a defined range, with 2639 as the upper boundary and 2585 as lower boundary.
Despite recent upward movement, lack of volume confirmation suggests caution for last two day up move. The original downside target (2536-50) remains valid until we see a decisive break above mentioned resistance levels with strong volume support.
What We Need for Bullish Confirmation:?
Clear break and close above 2639
Price need to sustain above 2650-55 on Higher Time Frame.
Need Strong volume to support the move
Until these conditions are met, my original downside target remains valid from a technical perspective .The current price action appears to be in a decision zone, and the lack of volume confirmation suggests this could still be a temporary move rather than a trend reversal so I will wait for good confirmation before initiating buy trade.
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.
Option 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.
Trading options offers a number of benefits for an active trader: Options can offer high returns and do so over a short period, allowing you to multiply your money quickly if your wager is right. With options, it can cost less to get the same exposure to a stock's price movement than it does to buy the stock directly.
Option chain in trading An option chain primarily focuses on options contracts associated with an underlying asset, such as stocks, commodities, or indices. It provides information about the available options, their strike prices, expiration dates, bid-ask prices, and other contract-specific data.
Nifty option chain is considered to be the best advance warning system of sharp moves or break outs in the index.
ADX in trading The average directional index (ADX) is a technical indicator used by traders to determine the strength of a financial security's price trend. It helps them reduce risk and increase profit potential by trading in the direction of a strong trend.
The average directional index (ADX) is a technical analysis indicator used by some traders to determine the strength of a trend.