#OpenAnalysis Gallery

This gallery showcases open source analyses and visualisations created using Python. Many are open alternatives to what you might use a proprietary BI tool or SaaS platform for.

Some are scripts or notebooks which you can run using Datapane, and some are static reports with interactive plots. Have a script or visualisation you think should be here? Fork the GitHub repo and make a pull request.

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Script

Startup Burn & Growth Calculator

Generated in Python from Xero and CRM data. Contains interactive charts to plot WoW user growth, forecast cash, and plot the growth rate you need for Default Alive / Default Dead.

Leo Anthias

June 24th, 2020 ·
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Script

Visualising Google Trends

This script was created from a Jupyter Notebook which uses PyTrends to pull data from Google Trends. It takes a query and date range as input, and uses Altair to plot trends and map

Leo Anthias

June 24th, 2020 ·
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Report

Interactive Data Visualization for exploring Coronavirus Spreads

Interactive compound chart for exploring coronavirus spreads (in less than 30 lines of code!)

Bindi Chen

June 24th, 2020 ·
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Script

Plotting Stock Performance

This script takes a date range and a list of stock tickers, pulls data from yahoo finance using yfinance, and plots the z-scale of prices using Pandas and Altair.

Leo Anthias

June 24th, 2020 ·
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Report

How to Create Interactive Plots with Altair

Altair is a statistical visualization library for Python, based on Vega and Vega-Lite. This guide shows you how to use Altair to create interactive plots from your data.

Khuyen Tran

June 24th, 2020 ·
Animate Bar Chart
Report

COVID-19's Impact on U.S. Unemployment Rate of Different Social Groups

How to Create Animated Bar Chart with Plotly and Embed it with Datapane

Shinichi Okada

June 29th, 2020 ·
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Report

Sankey Diagram Basics with Python’s Plotly

An elegant option for visualizing flow and comparing proportions

Thiago Carvalho

June 29th, 2020 ·
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Report

Statistics of Top Machine Learning Github Profiles

Gain insights with bar graphs, pie charts, map, and word cloud

Khuyen Tran

July 6th, 2020 ·

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