gabeochieng / alpha-vantage-examples

Alpha Vantage Examples and Scripts that I will use in YouTube videos

alpha-vantage-examples

Alpha Vantage Examples and Scripts that I will use in YouTube videos. Feel free to check them out.

My YouTube to see the videos: https://www.youtube.com/channel/UCJHs6RO1CSM85e8jIMmCySw

I left an API key in all these scripts so they would run out of the box. You'll need to get your own API key which can be found here: https://www.alphavantage.co/support/#api-key

1. Time Series Intraday

(Script provided by Alpha Vantage https://www.alphavantage.co/documentation/ )

Returns data on the intraday timeseries of a stock specified by the symbol keyword arguement in the ts.get_intraday method.

Multiple output formats, pandas was selected in this script, close prices of each minute plotted with matplotlib https://github.com/Derrick-Sherrill/alpha-vantage-examples/blob/master/timeseries_example.py

2. Simple Moving Average VS. Intraday Time Series

Combination of the technical indicators and time series API calls. Plotted against each other here:

Simple moving average here being calculated by last 60 minutes. Adjust for own purposes.

https://github.com/Derrick-Sherrill/alpha-vantage-examples/blob/master/sma_vs_close.py

3. Exponential Moving Average

Calculating the EMA over each minute, using the last 60 minutes for the calculation.

https://github.com/Derrick-Sherrill/alpha-vantage-examples/blob/master/exponential_moving_average.py

4. Stoichastic Oscillator

Please note the below script was used on a stock, not a security. Demonstration purposes only.

https://github.com/Derrick-Sherrill/alpha-vantage-examples/blob/master/stochastic_oscillator.py

5. Weighted Moving Average

Weighted moving average of Microsoft:

https://github.com/Derrick-Sherrill/alpha-vantage-examples/blob/master/weighted_moving_average.py