DAILY Stocks data with trading indicatives by Python
Budget: $10 – $30 CAD
python code to get NYSE stocks all tickers historical data download for free or low price
tickers example
https://stockanalysis.com/stocks/
better not to use yfinance since it is not stable
acceptance criteria I can do it by myself on my computer
for last 5 years data
to prove you can do it share data sample with many indicators for several tickers for 1 year
*Technical Indicators:*
1. Moving Averages (MA, EMA, SMA)
2. Relative Strength Index (RSI)
3. Bollinger Bands
4. Stochastic Oscillator
5. MACD (Moving Average Convergence Divergence)
6. Momentum (MOM)
7. Commodity Channel Index (CCI)
8. Force Index (FI)
9. Ichimoku Cloud
10. Fibonacci Retracements
*Fundamental Indicators:*
1. Earnings Per Share (EPS)
2. Price-to-Earnings Ratio (P/E)
3. Dividend Yield
4. Return on Equity (ROE)
5. Return on Assets (ROA)
6. Debt-to-Equity Ratio
7. Current Ratio
8. Interest Coverage Ratio
9. Book Value Per Share
10. Cash Flow Per Share
11 volume
*Sentiment Indicators:*
1. Sentiment Analysis (text-based analysis of news, social media)
2. Put-Call Ratio
3. Open Interest
4. Implied Volatility (IV)
5. Options Data (e.g., volume, open interest)
6. Insider Activity (buy/sell)
7. Short Interest
8. Analyst Estimates (revenue, EPS)
9. News Sentiment (e.g., Thomson Reuters, Bloomberg)
10. Social Media Sentiment (e.g., Twitter, StockTwits)
*Market and Economic Indicators:*
1. GDP Growth Rate
2. Inflation Rate
3. Interest Rates (e.g., Fed Funds Rate)
4. Unemployment Rate
5. Consumer Confidence Index
6. Market Volatility (e.g., VIX)
7. Sector Performance
8. Industry Trends
9. Global Economic Indicators (e.g., PMI, CPI)
10. Geopolitical Events
tickers example
https://stockanalysis.com/stocks/
better not to use yfinance since it is not stable
acceptance criteria I can do it by myself on my computer
for last 5 years data
to prove you can do it share data sample with many indicators for several tickers for 1 year
*Technical Indicators:*
1. Moving Averages (MA, EMA, SMA)
2. Relative Strength Index (RSI)
3. Bollinger Bands
4. Stochastic Oscillator
5. MACD (Moving Average Convergence Divergence)
6. Momentum (MOM)
7. Commodity Channel Index (CCI)
8. Force Index (FI)
9. Ichimoku Cloud
10. Fibonacci Retracements
*Fundamental Indicators:*
1. Earnings Per Share (EPS)
2. Price-to-Earnings Ratio (P/E)
3. Dividend Yield
4. Return on Equity (ROE)
5. Return on Assets (ROA)
6. Debt-to-Equity Ratio
7. Current Ratio
8. Interest Coverage Ratio
9. Book Value Per Share
10. Cash Flow Per Share
11 volume
*Sentiment Indicators:*
1. Sentiment Analysis (text-based analysis of news, social media)
2. Put-Call Ratio
3. Open Interest
4. Implied Volatility (IV)
5. Options Data (e.g., volume, open interest)
6. Insider Activity (buy/sell)
7. Short Interest
8. Analyst Estimates (revenue, EPS)
9. News Sentiment (e.g., Thomson Reuters, Bloomberg)
10. Social Media Sentiment (e.g., Twitter, StockTwits)
*Market and Economic Indicators:*
1. GDP Growth Rate
2. Inflation Rate
3. Interest Rates (e.g., Fed Funds Rate)
4. Unemployment Rate
5. Consumer Confidence Index
6. Market Volatility (e.g., VIX)
7. Sector Performance
8. Industry Trends
9. Global Economic Indicators (e.g., PMI, CPI)
10. Geopolitical Events