Nicola Rennie

📊 Data visualisation specialist.
💻 #RStats | #Python.
🎨 Generative artist.
🏃‍♀️ Distance runner.

Website: https://nrennie.rbind.io/

She/her. Views my own.

#RStats #DataViz #GenerativeArt #DataScience #Rtistry #Statistics #Stats #RSpatial #GenArtClub #Python

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Last Notes

2025-04-11 12:58:29

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I remade the pattern chart data yesterday (so I could save a higher res image of it), and the data has been slightly revised since I first made it. The colour break points are based on quintiles so they are slightly different from my original version (and so 1990s June is in a different group). The pattern I was working from when it started a few years ago is here:
https://cdn.fosstodon.org/media_attachments/files/114/319/444/751/133/057/original/df06789dafef6886.png

2025-04-11 12:32:03

A long-term project to bring long-term temperature data to life! 📊
🌦️ Data from the Met Office on average temperatures
💻 Designed with {ggplot2} in #RStats
🧶 Crocheted with yarn
#DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/319/341/712/025/127/original/e0d6966bb82acda3.png
https://cdn.fosstodon.org/media_attachments/files/114/319/341/698/258/946/original/aa919823ba69f881.jpeg

2025-04-11 08:54:01

It's Day 11 of the #30DayChartChallenge, and the prompt is "Stripes" 📊
📈 Showing % of world income received by richest 1% from 1980-2023 (🔴 = higher inequality)
🌡️ Inspired by the iconic climate change warming stripes chart
🐍 Made with Plotnine in Python
#Day11 #DataViz #Python
https://cdn.fosstodon.org/media_attachments/files/114/318/484/394/812/676/original/285085468081dc10.png

2025-04-10 21:06:27

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@nprofile…2tc2 The red and blue relate to the % income (same as the y-axis). Blue = better, more equal, Red = worse, more unequal. The colours don't change when selecting countries.
I'm in the process of putting together a "how do I read this chart?" section on the website, which I'll add over the next few days.

2025-04-10 21:00:37

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@nprofile…2tc2
The background chart doesn't change at all - it shows the distribution of % income received by the richest 1% of all countries in that year. The vertical axis shows the % income. The horizontal axis per curve is the density (higher peaks = more countries with that income percentage, where high income percentages are bad).
The dropdown allows you to see how a country compares to everyone else, and how the pattern for that specific country changes over time.

2025-04-10 20:43:28

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There's now an interactive version of this chart where you can select a country, and see how it compares - thanks to Yan Holtz for this suggestion!
📊 Orientation of the chart changed to make it fit on a screen
🛠️ Built entirely in R with {ggiraph} and {htmltools}
🗒️ Still working on some styling and how easy it is to select a point
✍️ Will probably end up as a blog post soon!
Check it out here: https://nrennie.rbind.io/data-viz-projects/#income-inequality
#DataViz #RStats #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/315/608/559/159/402/original/554c3ad0e37afd9f.png

2025-04-10 16:23:35

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@nprofile…74me it's the density (higher peaks indicate more countries with that income %)

2025-04-10 09:08:03

It's Day 10 of the #30DayChartChallenge, and the prompt is "Multi-modal" 📊
📈 Showing distribution of % of wealth received by richest 1% from 1980-2023
🔴 = higher inequality
💻 Made with {ggridges} in #RStats
#Day10 #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/312/877/255/745/118/original/051cbce88511be23.png

2025-04-09 15:40:29

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@nprofile…sthn South Carolina is 78%. Washington DC is the very low one with 26%.
(I might add some state labels to the static version as well...)

2025-04-09 15:34:35

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Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-04-08

2025-04-09 15:34:03

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Static version:
https://cdn.fosstodon.org/media_attachments/files/114/308/732/487/450/359/original/cb5cb0ccd7354c87.png

2025-04-09 15:33:39

For this week's #TidyTuesday, we're looking at healthcare efficiency in the USA 👩‍⚕️ I wanted to create a very minimalist data-art plot, with tooltips that give more information 💬
🗺️ Map grid from {geofacet}
🦒 Interactive tooltips with {ggiraph}
🎨 Styling with CSS
#DataViz #RStats #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/308/726/946/549/634/original/5415de795f869a88.png

2025-04-09 13:47:06

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@nprofile…vty4 Yes, it's based on this data: https://ourworldindata.org/economic-inequality where share of income is used as an economic inequality.

2025-04-09 09:23:11

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Although I'm mainly using Quarto with Observable and D3, I've also been uploading the interactive versions on Observable HQ: https://observablehq.com/@nrennie

2025-04-09 09:06:24

It's Day 9 of the #30DayChartChallenge, and the prompt is "Diverging" 📊
📉 Looking at % point change in wealth inequality between 2022 and 2023 in Europe
💻 Made with D3
🔍 (Interactive version is large so text looks a little small in the screenshot!)
#Day9 #DataViz #D3
https://cdn.fosstodon.org/media_attachments/files/114/307/199/534/110/703/original/d60b2557ab5dab8e.png

2025-04-08 21:25:22

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@nprofile…eejy yes, that's right

2025-04-08 11:58:17

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@nprofile…eejy the x-axis is the share of income received by the richest 1% of the population

2025-04-08 09:38:12

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@nprofile…93ds
This is 10 percentage points, not 10% (so it's n average more like doubled or tripled) which I would say is quite a lot. The longer terms trends also show a decrease until around 1980 so I personally think this is a big change in income disparity (going from a situation where it was getting better, to getting (twice as) worse) especially when you consider the change in actual income value over that time.

2025-04-08 09:09:30

It's Day 8 of the #30DayChartChallenge, and the prompt is "Histogram" 📊
💻 Another #RStats + Observable combination ❤️
📈 Kept it simple, but figured out more about small multiples (facets), sorting categories, and colour palettes in Observable today!
#Day8 #DataViz #Observable
https://cdn.fosstodon.org/media_attachments/files/114/301/556/061/363/394/original/18cc6a970ebd52bd.png

2025-04-07 08:44:35

It's Day 7 of the #30DayChartChallenge, and the prompt is "Outliers" 📊
💻 Data wrangling in #RStats
📈 Scatter plot made with Observable
🗒️ Static tooltips for annotations (+ dynamic tooltips for exploring)
#Day7 #DataViz #Observable
https://cdn.fosstodon.org/media_attachments/files/114/295/797/967/150/982/original/1f96ab5d6e7857b8.png

2025-04-06 09:10:06

It's Day 6 of the #30DayChartChallenge, and the prompt is "Florence Nightingale (theme day)" 📊
🌹 Chart styled based on her iconic Rose Diagram using #RStats
✍️ Curved text with {geomtextpath}
🛠️ Custom facet layout with {ggh4x}
#Day6 #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/290/236/071/714/396/original/5c18295b143163f8.png

2025-04-05 17:36:53

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The accidental art made in the process: 🎨
https://cdn.fosstodon.org/media_attachments/files/114/286/564/797/863/376/original/19a26baedd67a7ae.png

2025-04-05 17:36:53

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The accidental art made in the process: 🎨
https://cdn.fosstodon.org/media_attachments/files/114/286/564/797/863/376/original/19a26baedd67a7ae.png

2025-04-05 09:06:03

It's Day 5 of the #30DayChartChallenge, and the prompt is "Ranking" 📊
🐍 Bump chart made with Plotnine in #Python
🤷‍♀️ I'm not totally happy with this one (too many colours and categories), but I figured out some text wrapping and label issues in Plotnine in the process
#Day5 #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/284/557/822/689/504/original/01bb3affac273c48.png

2025-04-05 09:06:03

2025-04-04 09:01:03

It's Day 4 of the #30DayChartChallenge, and the prompt is "Big or Small" 📊
📉 Made a very minimalist chart using #RStats
🌎 I'm now determined to use this same dataset for all 30 prompts
#Day4 #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/278/875/858/586/216/original/f0ad0c1b6999bcce.png

2025-04-03 18:54:54

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@nprofile…jmzl (Not a dataset but it might be of interest). This webR app from Aman Bhargava looks like it might be an interesting non-code way to introduce long/wide data to students: https://pivotteer.netlify.app/

2025-04-03 14:19:25

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@nprofile…vty4 Yes, slope charts aren't really designed for showing trend in the way that line charts are. They're more for showing the overall change in ranking, rather than intermediate values. I agree that a line chart would be more appropriate here but as I said my aim was to learn how to make a slope chart.

2025-04-03 09:04:03

For Day 3 of the #30DayChartChallenge, the prompt is "Circular" 📊
☀️ Sunburst plot showing countries where 1% have >10% of wealth
📈 Data formatting #RStats to create JSON data
👁️‍🗨️ Figured out how to edit an imported D3 chart in Observable
#Day3 #DataViz #Observable
https://cdn.fosstodon.org/media_attachments/files/114/273/225/369/733/910/original/63cfaaddc6658188.png

2025-04-02 17:52:04

We're looking at Pokemon data for #TidyTuesday this week!
📊 Stream plot showing speed and colour using {ggstream}
📷 Image added with {ggimage}
🎉 Aiming for a minimalist, fun, and arty chart
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-04-01
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/269/637/476/187/518/original/71b5ac79ae8ce682.png

2025-04-02 13:48:04

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@nprofile…vty4
Yes, that's true of any chart that draws lines between points including standard line charts (implies linear change). My aim here is to visualise the same data set 30 different ways as a way to learn more Observable and today's prompt was a slope chart
The interactive version highlights this when hovering over a line better. I don't think changing line type here would make much difference since all lines would then just be dashed (though I do use dashed lines for e.g. forecasts)

2025-04-02 09:33:41

It's Day 2 of the #30DayChartChallenge, and the prompt is "Fractions" 📊
🌎 Re-using yesterday's data from Our World in Data on wealth distribution
📉 Slope chart looking at change over 200 years
👁️ Chart made with Observable
#RStats #Day2 #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/267/679/503/431/465/original/0bda7ad92167302f.png

2025-04-01 17:03:42

Quarto + #RStats + Observable = ❤️
New blog post from me about:
👁️ What is Observable?
❓ Why should R users care?
📊 How do you use both together to make interactive charts?
Link: https://nrennie.rbind.io/blog/observable-r-users/
#DataViz #Observable #QuartoPub

2025-04-01 09:31:03

It's Day 1 of the #30DayChartChallenge, and the prompt is "Fractions" 📊
🌎 Data from Our World in Data on wealth distribution
💻 Data wrangling in #RStats
🧇 Waffle plot made with Observable
#DataViz #RStats #Observable #Day1
https://cdn.fosstodon.org/media_attachments/files/114/262/006/881/840/986/original/339d5ae33719cbd0.png

2025-03-31 08:55:15

It's almost April, and that means it's nearly time for the #30DayChartChallenge!
I'm not yet sure how many days I'll end up doing, but my aims are:
📊 Spend time learning more Observable and D3
♻️ Reuse datasets and visualise them different ways
✍️ Use more text and annotations in charts
#DataViz #RStats #Python
https://cdn.fosstodon.org/media_attachments/files/114/256/203/737/036/349/original/ccd83940bc28c541.png

2025-03-25 10:58:48

A simple, minimalist filled slope chart for this week's #TidyTuesday data about words found in Amazon's annual reports 📊
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-03-25
Heavily inspired by this chart from @nprofile…cy5v: https://raw.githubusercontent.com/doehm/tidytues/refs/heads/main/scripts/2023/week-23-energy/energy.png
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/222/712/892/654/391/original/c5e139610dd91d34.png

2025-03-20 16:42:03

A treemap about palm trees = a palmtreemap! 🌴
💻 Data from {palmtrees} via #TidyTuesday
📊 Treemap shows colours found in fruits
📏 Width of treemap = number of species
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-03-18
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/195/753/954/866/271/original/93775b7eb6a0c5b5.png

2025-03-19 19:10:04

Thinking about taking part in this year's #30DayChartChallenge? I've pulled together all of my previous contributions into a browsable gallery!
📊 Browse charts by year and prompt
🛠️ See what tools were used to build them
💻 View the source code
Link to app: https://nrennie.rbind.io/30DayChartChallenge/ (App is built with Shinylive so may take 5-10 seconds to load)
GitHub repository for chart and app source code: https://github.com/nrennie/30DayChartChallenge
#RStats #Python #D3 #DataViz #Quarto
https://cdn.fosstodon.org/media_attachments/files/114/190/671/315/691/129/original/36b8375cfcc86177.png

2025-03-19 11:14:17

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@nprofile…gujy Thanks - there will probably still be some health-related viz around!

2025-03-17 13:48:24

I’m happy to share that today I've started a new role as a Data Visualisation Specialist at the Office for National Statistics! 📊
#DataViz
https://cdn.fosstodon.org/media_attachments/files/114/178/083/610/238/914/original/a53053de9a3516e0.png

2025-03-12 10:02:03

Did you know you can now access #TidyTuesday data in #Python as well as #RStats?
Here's a plot of this week's data about Pixar films made with Plotnine! 📊
💻 Import data using PyDyTuesday
🎨 Coloured subtitle text added with highlight_text
🖊️ Fonts installed with pyfonts by Joseph Barbier
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-03-11
#DataViz #ggplot2 #plotnine #PydyTuesday
https://cdn.fosstodon.org/media_attachments/files/114/148/882/584/509/576/original/8b5f0b3964dea764.png

2025-03-11 16:11:52

🚨 New blog post about data art! 🚨
Have you ever wondered:
🎨 What is data-driven art?
❓ Why do people make data art?
📊 How do I get started making my own?
Then this blog post is for you! 👀 It includes an example using #TidyTuesday data - with code in both #Python and #RStats!
Link: https://nrennie.rbind.io/blog/data-driven-art/
#DataViz #DataArt #Rtistry

2025-03-11 12:22:20

I'm super happy to see that several of my data visualisation projects were long-listed at the 2024 Information is Beautiful Awards! 📊
Check out the full longlist here: https://www.informationisbeautifulawards.com/showcase?action=index&award=2024&controller=showcase&page=1&pcategory=long-list&type=awards
#RStats #DataViz #ggplot2 #RSpatial #TidyTuesday
https://cdn.fosstodon.org/media_attachments/files/114/143/766/708/943/726/original/eae1996c1b2c96f6.png
https://cdn.fosstodon.org/media_attachments/files/114/143/766/693/070/255/original/dc01d4cf7ed1a836.png
https://cdn.fosstodon.org/media_attachments/files/114/143/766/705/952/659/original/a411c2c1476bfee1.png
https://cdn.fosstodon.org/media_attachments/files/114/143/766/821/237/927/original/e1e4f9a1343aacd5.mp4

2025-03-07 22:46:27

This week's #TidyTuesday data looked at animals at Long Beach animal rescue center and I focused in on the patterns when owners surrender their dogs 🐕
🎯 Aim: show higher resolution (daily) data alongside aggregate counts
❓ Why: view temporal patterns on different scales at the same time
📊 How: lollipop chart + background heatmap
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-03-04
#DataViz #RStats #DSLC #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/123/575/677/670/475/original/dd58689abe148ca4.png

2025-03-07 22:35:11

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@nprofile…tsl3
Yes, 'generative' as in made with code (which is here: https://github.com/nrennie/generative-art/blob/main/R/crochet.R)
(Agree that 'generative' term has sadly been taken over by AI a little bit, but 'generative' art without the AI part has been around for way longer)

2025-03-07 21:34:29

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https://cdn.fosstodon.org/media_attachments/files/114/123/293/510/120/236/original/0448b58df3e5bc04.png

2025-03-07 13:23:35

Crochet-inspired generative art 🧶🎨
#Rtistry #RStats #ggplot2 #GenerativeArt
https://cdn.fosstodon.org/media_attachments/files/114/121/357/622/737/657/original/6a0d40a5a101b87b.png

2025-03-05 12:27:00

🚨PhD Opportunity 🚨
This is a great project if you want to:
💡Develop Natural Language Processing models to aid in early diagnosis
💡Analyse echocardiogram and nerve conduction study reports
💡Work collaboratively across the domains of Data Science and Medicine
Details: https://www.findaphd.com/phds/project/use-of-natural-language-processing-to-aid-the-identification-and-treatment-of-patients-with-attr-amyloidosis/?p182572
(This PhD isn't with me, but it's with a fantastic team who are very friendly and supportive!)
#DataScience #HealthDataScience #RStats #Python #OMOP
https://cdn.fosstodon.org/media_attachments/files/114/109/815/512/059/538/original/9143649055a2853c.png

2025-03-03 20:10:42

I've started collecting together some of my examples of data-driven art 📊 (with accompanying code) into a gallery 🎨
Link: https://nrennie.rbind.io/data-art/
(Blog post coming soon about what I think data art is and why it's useful, alongside a tutorial-style example!)
#RStats #Python #GenerativeArt #Rtistry #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/100/311/983/427/248/original/5a8aec2737d1d39f.png

2025-02-28 23:23:42

💙 💛
https://cdn.fosstodon.org/media_attachments/files/114/084/056/419/357/896/original/22458220d0e46cae.png

2025-02-27 14:27:18

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@nprofile…saa7 @nprofile…e9p6 Definitely. I'll be at the RSS/EdinbR event tonight as well!

2025-02-26 16:55:41

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I'm super excited about what's coming next - focusing more on data visualisation 📊 and being based back home in Scotland 🏡
(But first, a couple of weeks of relaxation, spending time outside 🌳, and finding the best coffee nearby)

2025-02-26 16:55:38

Today was my last day as a Lecturer in Health Data Science at Lancaster University, and my last day in academia. I've been exceptionally lucky to work with such a wonderful group of people in the Centre for Health Information, Computing, and Statistics over the last two years, as well as colleagues and students in other departments and universities 💜 I'm sure I'll end up working with many of you again.
#RStats #DataViz #DataScience #CareerChange
https://cdn.fosstodon.org/media_attachments/files/114/071/233/995/108/682/original/c875439cf9c8cd97.jpg

2025-02-24 20:03:41

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There are also lots of beautiful examples of data art by college students at Amherst College, created to raise awareness about this research: https://katcorr.github.io/this-art-is-HARD/

2025-02-24 19:56:18

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The data is from this week's #TidyTuesday! 📊 The data looks at publications that explore racial and ethnic disparities in reproductive healthcare. This mosaic/Marimekko chart shows how the number of publications changes over time, as well as the study types used.
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-02-25
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/060/621/240/658/071/original/61c327ad9e604098.png

2025-02-24 18:36:45

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@nprofile…a6nu Yes, Marimekko charts are another name for mosaic plots since they can look like some of the prints created by the Finnish textile company of that name. (TIL the company name comes from a combination of the founder/designer's middle name and the Finnish word for dress).
This chart is just made with geom_col() in {ggplot2}, although there is a {ggmosaic} package that could probably make it as well. Code is here: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-02-25

2025-02-24 14:27:58

A little bit of #DataArt on a Monday afternoon! 🎨 Can you guess the data? 📊
#RStats #Rtistry #ggplot2 #DataViz
https://cdn.fosstodon.org/media_attachments/files/114/059/330/463/812/338/original/0866ccb9f381e788.png

2025-02-23 20:04:43

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The process of making the chart was recorded as a gif using {camcorder} in #RStats 📹
https://cdn.fosstodon.org/media_attachments/files/114/054/990/508/076/856/original/f1293d266136b732.mp4

2025-02-23 20:01:21

A set of percentage areas charts made with {geofacet} for #TidyTuesday this week! 📊 The chart explores patterns in data on which agencies report to the FBI's national reporting system.
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-02-18
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/054/975/906/180/896/original/8ecd272bb31ea9bf.png

2025-02-20 19:02:04

Unexpected perk of moving house: now have a waterfall just a 2 minute walk away 🍂
https://cdn.fosstodon.org/media_attachments/files/114/037/757/896/359/358/original/4c3b66d6165e3c20.jpg

2025-02-19 19:41:57

Catching up on last week's #TidyTuesday with a simple Voronoi diagram of which health-related CDC datasets have been backed up to archive.org 📊
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-02-11
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/114/032/252/782/673/364/original/2472c7b76aff2d7e.png

2025-02-16 20:40:31

I'm really looking forward to running this "Git and GitHub for R Users" workshop for @r-ladies-stl.bsky.social!
📅 April 23rd 2025
⏰ 11am CST / 5pm BST
📍 Online
Register: https://www.meetup.com/rladies-st-louis/events/306205595/
#RStats #Git #GitHub #RLadies

2025-02-12 09:32:21

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The making of last week's #TidyTuesday visualisation, recorded using {camcorder} in #RStats 📹
There was something weird going on with the interaction between {ggtext}/{marquee} and {ggpattern} for displaying images, so the hardest part ended up being arranging them with {patchwork}
https://cdn.fosstodon.org/media_attachments/files/113/990/219/082/904/888/original/d5250c56408ffceb.mp4

2025-02-11 11:45:31

More generative art experiments (trying to create a sketch/calligraphy effect)🎨
#RStats #Rtistry #GenerativeArt
https://cdn.fosstodon.org/media_attachments/files/113/985/082/471/696/120/original/72fbc97a1372ac11.png

2025-02-10 11:45:39

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@nprofile…7g0r
I think it's most episodes. I haven't looked at how it changes over time, but the data is here: https://github.com/rfordatascience/tidytuesday/blob/main/data/2025/2025-02-04/readme.md

2025-02-09 17:01:15

Bringing a new meaning to the definition of donut chart for last week's #TidyTuesday data on The Simpsons! 🍩 Is there a name for a waffle-donut hybrid?
🧇 Donut positions extracted using {waffle}
📊 Donut images plotted using {ggpattern}
📷 Facet images with {ggtext}
Code: https://github.com/nrennie/tidytuesday/tree/main/2025/2025-02-04
#RStats #DataViz #ggplot2
https://cdn.fosstodon.org/media_attachments/files/113/974/989/824/704/442/original/f2e7aec08b12384e.png

2025-02-07 21:56:05

I finally got around to finishing off this project which:
🦺 scrapes Shakespeare poems and plays using {rvest}
📂 then cleans them up and exports to CSV
📊 to make 195 datasets ready to analyse!
Link: https://github.com/nrennie/shakespeare
Previously used as a #TidyTuesday dataset: https://github.com/rfordatascience/tidytuesday/blob/main/data/2024/2024-09-17/readme.md
#RStats #DataScience #DSLC

2025-01-24 16:07:52

Taking being an #RStats nerd to the next level... (AKA when generative art 🎨 makes it out of the laptop and into the kitchen! ☕)
#Rtistry #ggplot2
https://cdn.fosstodon.org/media_attachments/files/113/884/191/108/003/079/original/8406d6734f093750.jpg
https://cdn.fosstodon.org/media_attachments/files/113/884/191/129/151/736/original/fe2b8e4d29d4dfed.jpg

2025-01-24 10:01:18

Genuary 2025 Day 24: Geometric art. 🎨
#Genuary #Genuary2025 #RStats #Rtistry #GenerativeArt #Genuary24
https://cdn.fosstodon.org/media_attachments/files/113/882/747/655/340/252/original/497e0cb27f1c85db.png