jblarson/gecko

Utility for analyzing market data using the PyCoinGecko library for the CoinGecko API

Gecko

Analyze daily prices and 3, 7, 14, 30, 50, 90, and 200-day simple moving averages

For $BTC, $ETH, $KAVA, $XMR, $ATOM, and $DAI

Data provided by the CoinGecko API using the PyCoinGecko library

1. Create environment and install dependencies

   • python3 -m venv geckoEnv

   • source geckoEnv/bin/activate

   • pip install -r req.txt

2. Run main.sh

   • Executes fetchGecko.py && movingAvgs.py

3. Visualize data with a PyQt5 GUI using matplotlib with plot.py

   • Select a date range to analyze

   • 

   • Use the simple GUI to choose which pair you want to view

   • 

   • Try to recognize trends between price and various moving averages

   • Moving the mouse around the chart show's different dates / prices

   • The dates on the X-axis clearly need work

   • 

Work in Progress 0: analyzing correlation coefficients

Create and analyze correlation coefficient data with fetchCC.py, readCC.py, and plotCC.py

Work in Progress 1: analyzing simple moving avg data

The algo.py script finds the difference between the various moving averages.

Hopefully these numbers can be used to find actionable intelligence.

More to come!

gecko's Issues

merge moving avgs new with moving avgs

Social.py has an issue with requests

Using CoinGecko API Paid subscription will probably circumvent problem.

need to merge plotting functionality on v3 with main

export algo script to a csv

analyze in excel before trying to model any strategies

Combine fetchGecko and sampleStats

Potentially create simple scripts that don't rely on fetchGecko.py

Add functionality to update existing SMA dictionaries with new data

it takes too long to re-run the SMA function every time new data is available (every day)

replace ada with kava in symbols / GUI

Dates on X-Axis in plot.py

Create GUI to improve functionality of plot.py

Problem displaying multiple SMA lines in the plot.py script

Update main.sh

smaUpdate needs to append updated price data to output file, not just SMAs