๐ Learn to use Python for Financial Analysis
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Technical Analysis with pandas
Learn how to automate Technical Analysis with Python using pandas in ๐ steps
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Learn how to automate Technical Analysis with Python using pandas in ๐ steps
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Step 1๏ธโฃ: Get to know pandas
Pandas for Financial Stock Analysis
โ๏ธ Read historical stock prices
โ๏ธ Load them in pandas DataFrames
โ๏ธ Learn to use DataFrame index
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learnpythonwithrune.org
Pandas for Financial Stock Analysis
โ๏ธ Read historical stock prices
โ๏ธ Load them in pandas DataFrames
โ๏ธ Learn to use DataFrame index
๐งต๐
learnpythonwithrune.org
Step 2๏ธโฃ: Get to know Series
DataFrame Columns and Series
โ๏ธ Series is one column data
โ๏ธ Calculate with Series
โ๏ธ Understand datatypes in Series
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DataFrame Columns and Series
โ๏ธ Series is one column data
โ๏ธ Calculate with Series
โ๏ธ Understand datatypes in Series
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Step 3๏ธโฃ: Enrich DataFrames
DataFrame Calculations for Financial Analysis
โ๏ธ Add new columns to DataFrames
โ๏ธ Make calculations of columns
โ๏ธ Remove columns
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learnpythonwithrune.org
DataFrame Calculations for Financial Analysis
โ๏ธ Add new columns to DataFrames
โ๏ธ Make calculations of columns
โ๏ธ Remove columns
๐งต๐
learnpythonwithrune.org
Step 4๏ธโฃ: Visualization of financial data
Financial Plots
โ๏ธ Make plots with DataFrames
โ๏ธ Multiple plots in one figure
โ๏ธ Create bar-plots
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Financial Plots
โ๏ธ Make plots with DataFrames
โ๏ธ Multiple plots in one figure
โ๏ธ Create bar-plots
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learnpythonwithrune.org
Step 5๏ธโฃ: Read Financial data
PandasDatareader
โ๏ธ Read historical stock prices directly
โ๏ธ Read weekly and monthly data
โ๏ธ Get data from multiple tickers at once
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learnpythonwithrune.org
PandasDatareader
โ๏ธ Read historical stock prices directly
โ๏ธ Read weekly and monthly data
โ๏ธ Get data from multiple tickers at once
๐งต๐
learnpythonwithrune.org
Step 6๏ธโฃ: Calculate Moving Average
Moving Average Calculation
โ๏ธ Use DataFrames
โ๏ธ Calculate simple Moving Average
โ๏ธ Calculate exponential Moving Average
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Moving Average Calculation
โ๏ธ Use DataFrames
โ๏ธ Calculate simple Moving Average
โ๏ธ Calculate exponential Moving Average
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Step 7๏ธโฃ: Volatility of a Stock
Calculate the Volatility of a Stock
โ๏ธ What is the volatility
โ๏ธ Calculate it with DataFrame
โ๏ธ Visualize it histogram
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learnpythonwithrune.org
Calculate the Volatility of a Stock
โ๏ธ What is the volatility
โ๏ธ Calculate it with DataFrame
โ๏ธ Visualize it histogram
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Step 8๏ธโฃ: MACD
Calucate MACD with Pandas DataFrames
โ๏ธ What is MACD
โ๏ธ How to calculate MACD
โ๏ธ Visualize the result
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Calucate MACD with Pandas DataFrames
โ๏ธ What is MACD
โ๏ธ How to calculate MACD
โ๏ธ Visualize the result
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Step 9๏ธโฃ: Stochastic Oscillator
Stochastic Oscillator with Pandas DataFrames
โ๏ธ How tu use Stochastic Oscillator
โ๏ธ Calculate the it
โ๏ธ Visualize the result
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Stochastic Oscillator with Pandas DataFrames
โ๏ธ How tu use Stochastic Oscillator
โ๏ธ Calculate the it
โ๏ธ Visualize the result
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Step ๐: Excel
Export the result to Excel
โ๏ธ Export DataFrames to Excel
โ๏ธ Create chart in Export
โ๏ธ Create multiple sheets
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Export the result to Excel
โ๏ธ Export DataFrames to Excel
โ๏ธ Create chart in Export
โ๏ธ Create multiple sheets
๐งต๐
learnpythonwithrune.org
Thank you for reading.
I am Rune and I help people succeeding with Python.
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I am Rune and I help people succeeding with Python.
Please
โ๏ธ Like
โ๏ธ Retweet
โ๏ธ Follow
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