You can create data reports that are... meh,

OR invest 11 minutes in those tricks:

1️⃣ With plotly, your ggplot2 chart becomes interactive instantly.
(1.5 minutes - 2 lines of code)

🧵 2️⃣ With DT, include your dataset as a filterable, sortable, searchable table
(1.5 minutes - 2 lines of code)

3️⃣ Add a bit of CSS to fit your brand and add some space between titles
(3 minutes - 10 lines of code)

You're starting a new Data Analysis project with #rstats or #pythonprogramming.

➡️How do you organise your work files? 🤔

Here is a thread about how I do it.

Any other best practice you use??

🧵 1️⃣
Start with a "Input" folder
- Put your raw data in it. And NEVER edit it manually again.
- Make sure ALL the dataset required for the project are here. Your project must be self contained

My beginner/intermediate #Rstats friends often ask me for tips.

➡️Here is the 'dream pipeline' I use for my data analysis, ending with a clean, interactive, online report:

🧵.. Let's take a famous dataset: relationship between
- GDP per capita,
- population, and
- life expectancy

⭐️Tip 1⃣: Use ggplot2 and the tidyverse to get a clean chart easily.

r-graph-gallery.com/320-the-basis-…

👋Are you interested in #dataviz?

⭐️I created 8 free online projects on the topic!😀

Please let me introduce them:

🧵.. Everything started with the R graph gallery:

A collection of hundreds of graphs made with #rstats, always with explanation and code. (often using ggplot2)

r-graph-gallery.com

👋 I've made a new #dataviz related website! 😀

It's called☀️dataviz-inspiration.com: a list of many stunning Viz projects I love💜

🧵 ➡️For now, about 100 projects are showcased, resulting in ~150 beautiful graph examples.

📈But I will make it grow every day, instead of filling my bookmarks tab 😀

👋 I have 5 new @matplotlib python tutorials for #Dataviz 🤓
➡️stream chart, grouped barplot, histogram, linear regression and dual Y axis

python-graph-gallery.com

🧵 1⃣First one is about streamgraph. There is much more manual work involved than with #Rstats

python-graph-gallery.com/streamchart-ba…

✨I'm so proud to be back with a load of terrific #RStats and #Python3 charts, in collaboration with many highly talented people 🤓

🙏@CedScherer, @geokaramanis, @toeb18, @ClausWilke, @CaprettoTomas 🙏

A thread 🧵 🍾3 more charts by @CedScherer who's now having a pretty good exposition in the gallery🤓. Including stream chart, lollipop and line chart.

A sample of links:
🐍 stream: python-graph-gallery.com/streamchart/
🐍 lollipop: python-graph-gallery.com/lollipop-plot/
R line: r-graph-gallery.com/line-plot.html

☀️New load of #rstats and #python charts 🚢

Would you know how to build them?

🧵🔗⬇️🙏 1/5 One more example by @CedScherer showing how to add proper labels on a line chart:

R: r-graph-gallery.com/web-line-chart…
Python: python-graph-gallery.com/web-line-chart…