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Articles by Lamothe Thibaud
How to create outstanding custom choropleth maps with Plotly and Dash 🌎
Photo by Juliana Kozoski on Unsplash Make your first steps with GeoJSON files & learn how to build choropleth maps anywhere on the earth. Illustrated with covid open data. Let’s begin with that weird word. Choropleth. If you never tried to plot those colored maps, it’s likely you never used that word. As a matter of fact, it comes from Greek. Choros means “area”, and Plethos means “multitude”.
Beginner’s Guide to Creating an R Shiny App
A step-by-step tutorial of creating an R Shiny app from scratch Photo by Author The R Shiny framework is a package from RStudio that makes it incredibly easy to build interactive web applications with R. R Shiny is awesome in the sense that it allows you to create highly effective data reports and visualizations where the user can explore a data set. Along with Shiny elements, you can use HTML elements to stylize your content in your application.
Whale identification by processing tails as Time Series
Sperm whale tail — Picture from the attempted competition (Capgemini Global Data Science Challenge, 2020) Using integral curvature and dynamic time warping, let’s deep dive into sperm whales recognition! Context Lately, with few colleagues, we attempted Capgemini’s Global Data Science Challenge.
How to create animated scatter maps with plotly and dash
Animated maps in Plotly can be tricky to configure. In this tutorial, you will learn how to proceed, step by step, and realize a scatter map to follow the Covid pandemic all over the world, day after day. Dash is a Python framework built on top of Flask and Plotly, designed to make data-driven web applications.
Why you should use logzero as a logger in your data science projects
Photo by Milkovi on Unsplash Logging is a sort of improvement for python print statements. Let’s see why, and how the great logzero package helps to make easy and nice logs. Print is the first statement everyone learns when starting with Python. It is also one of the scarce statement which makes the difference between Python 2 and Python 3. Python-ers have a history of printing. print(‘Hello World!’) The print statement is very useful and allows you to track information while your code is running.
Using Selenium and deepL to automate the translation of Power Point files
Photo by Aaron Burden on Unsplash Ever wanted to efficiently translate a PowerPoint deck? Discover how to automate such a process with Python! Like many consultants, I’m pretty used to working with PowerPoint presentations. But lately, I’ve been asked to deal in a very special way with those *.pptx files. Instead of presenting my work or any strategy, I was asked to translate dozens and dozens of slides from french to English. And my first thoughts were exactly the same as yours: “ How boring… !!”.
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