stevenhastings / stock-ticker-dashboard Goto Github PK

View Code? Open in Web Editor NEW

Visualize and interact with Stock Data using Plotly-Dash

License: MIT License

Python 80.94% JavaScript 14.47% HTML 0.07% C 2.27% CSS 0.01% PowerShell 0.02% Batchfile 0.01% Cython 1.85% C++ 0.16% XSLT 0.16% Fortran 0.03% Forth 0.01% Smarty 0.01% VBScript 0.01% Classic ASP 0.01%

stock-ticker-dashboard's Introduction

Stock-Ticker-Dashboard

Visualize real time stock data using Plotly-Dash

The goal of this project is to develop a dashboard that allows users to select one or more stocks, a start and end date, and have the closing stock prices displayed as a time series. Rather than attempt to code it all at once, I’ll break it down into manageable (and testable) benchmarks.

Stages will be:

Stage1.py - perform imports, set up a graph with static data, ensure that we can lay everything out on the screen
Stage2.py - add an input box and a basic callback to display the input value (the ticker) on the graph. Ensure that we can read data off the web using pandas datareader
Stage3.py - add datepickers to select start and end dates and apply them to the callback
Stage4.py - take advantage of Dash State, and hold all API calls until a Submit button is pressed
FinalStage.py - replace the input box with a multiple dropdown list of choices. Pass multiple stocks as traces on the same graph.