Published in The Startup·Dec 18, 2020Analyzing References in Bible’s Verses Using Complex Networks With Pandas and GephiIntroduction The Bible is the world’s best-selling and most widely distributed book. Its name comes from the Koine Greek “Ta Biblia”, which means “the books”. It’s a collection of 66 books written by around 40 authors over approximately 1,500 years. Originally there was no division of chapters and verses. But in…Python4 min readPython4 min read
Published in The Startup·Nov 24, 2020How to Create a Simple Dashboard With PlotlyIntroduction In order to have a better visualization of your data, you may want to gather everything in one place, creating a dashboard. Plotly Express is a tool that will let you to create awesome interactive graphs easily and, with Plotly Dash, you can use them to compose a dashboard. In…Data Science5 min readData Science5 min read
Published in Python in Plain English·Nov 4, 2020How to analyze data from WhatsApp group chat with PythonIntroduction WhatsApp is a messaging app created by Brian Acton and Jan Koum in 2009. Currently, it’s owned by Facebook, that acquired the app in 2014. In Brazil, WhatsApp is almost ubiquitous, installed on 99% of Brazilian smartphones. Last month, Mark Zuckerberg announced that WhatsApp is delivering roughly 100 billion messages…Python4 min readPython4 min read
Published in The Startup·Oct 21, 2020Visualizing Taxes Impact on Social Inequality Using PythonIntroduction How much and how to tax is a subject that divides opinions. In a world where many starve to death, wealth tax seems to be a viable option to decrease social inequality and distribute the income for many people. In this article, we’ll visualize how taxes on goods and services…Data Science4 min readData Science4 min read
Oct 3, 2020Visualizing social distancing data in Brazilian states with better and worse education using PythonIntroduction An important way to prevent the spread of COVID-19 is social distancing. This strategy was followed all around the world, Brazil included. However, the distancing is being weakened over time, which made me think: do states with better education follow the distancing longer? At first, this question may look nonsense…Data Science4 min readData Science4 min read
