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572 results for “nrennie”
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Thanks to Forecasting for Social Good for inviting me to deliver a workshop on "Forecasting with Generalised Additive Models (GAMs) in R" today! We talked about:
❓ What are GAMs?
❓ How do we fit GAMs in R?
❓ Model evaluation and forecasting
❓ When GAMs go wrong!Slides: https://nrennie.github.io/f4sg-gams
GitHub: https://github.com/nrennie/f4sg-gams
Posit Cloud: https://posit.cloud/content/7637971
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Thanks to Forecasting for Social Good for inviting me to deliver a workshop on "Forecasting with Generalised Additive Models (GAMs) in R" today! We talked about:
❓ What are GAMs?
❓ How do we fit GAMs in R?
❓ Model evaluation and forecasting
❓ When GAMs go wrong!Slides: https://nrennie.github.io/f4sg-gams
GitHub: https://github.com/nrennie/f4sg-gams
Posit Cloud: https://posit.cloud/content/7637971
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Shout out to this interactive climate spiral graph version created with #svelte, #layercake, #threlte, #d3 and#gsap by Yi Zhe Ang:
https://svelte.dev/repl/05de947c5aa34f959a6f9ddefa18b7f9?version=3.52.0
After the thing loaded and the animation is done you can interact with the rotating spiral (includes dragging and zooming)!
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I really enjoyed talking about classifying phonocardiogram signals to detect heart murmurs at the N8 CIR Digital Health Community Day yesterday!
Slides: https://nrennie.rbind.io/talks/n8-digital-health-2023/
#DataScience #HealthDataScience
📷 N8 CIR
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This weekend I finally got around to deploying a Shiny app wih webR! I've finally put together (almost) all of my #TidyTuesday plots into one place and it made it easier to browse based on the packages used! 📦
You can view the webR-powered app here: https://nrennie.github.io/tidytuesday-shiny-app/
(may take a while to load - not advised to try on mobile!)
Code on GitHub: https://github.com/nrennie/tidytuesday-shiny-app
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30 days of generative art finished for #Genuary2023!🎨🎨🎨
Full images on Behance: https://www.behance.net/gallery/162087637/Genuary-2023
Code available on GitHub: https://github.com/nrennie/genuary
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A simple plot for this week's #TidyTuesday hiding lots of messy data wrangling in the background! I calculated the change in estimated number of open museums in areas with different levels of deprivation 🏛️🏛️🏛️
Code: https://github.com/nrennie/tidytuesday/tree/main/2022/2022-11-22
#RStats #R4DS #DataViz #DataVisualisation #DataVizualisation
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For the "minimal" prompt on #Day16 of the #30DayMapChallenge, can you guess which city this is just from the road network around it?
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/16_minimal.R
#RStats #15MinuteMaps #DataViz #DataVisualisation #DataVizualisation #Mapstodon #Maps
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It's #Day13 of the #30DayMapChallenge and the theme is "5 minutes" - so how far can you get from Oxford Train Station in 5 minutes?
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/13_five_minutes.R
#RStats #15MinuteMaps #DataViz #Mapstodon #DataVisualisation #DataVizualisation #Spatial
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Inspired by Calle Börstell to make something akin to radio dials for this week's #TidyTuesday dataset on radio stations in the USA!
Thanks to Frank Hull and Erin for the data this week!
Code: https://github.com/nrennie/tidytuesday/tree/main/2022/2022-11-08
#rstats #r4ds #DataViz #DataVisualisation #DataVizualisation
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Inspired by Cara Thompson
to make some cakes for this week's #TidyTuesday using Great British Bake Off data! 🍰 🍰 🍰 The {bakeoff} R package is awesome!Code: https://github.com/nrennie/tidytuesday/tree/main/2022/2022-10-25
#RStats #DataViz #r4ds #GBBO #DataVisualistion #ggplot2 #DataScience #DataVizualisation
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It's the last day of the #30DayMapChallenge! For the "Remix" theme on #Day30, I've recreated the map I made on day 26 using {leaflet} instead!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/30_remix.R
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Using the same data as I did on day 2, I re-created this map of GDP in South America for #Day29 of the #30DayMapChallenge! 🐍🐍🐍 It was interesting to re-make a similar map in #python for a change!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/29_comfort_zone.py
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Exploring #rayshader in #rstats for the "3D" theme on #Day28 of the #30DayMapChallenge! ☁️☁️☁️I had fun creating layers of cloud cover over the Western Isles for this one!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/28_3D.R
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I re-worked a #TidyTuesday submission from a few weeks ago for the "music" prompt for today's #30DayMapChallenge - looking at radio stations in the USA 🇺🇸
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/27_music.R
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A map of the Western Isles for the "Islands" theme on #Day26 of the #30DayMapChallenge - with a few distillery locations highlighted! 🎨Colours based on the Western Isles tartan! 🏴
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/26_islands.R
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Cities in the UK have a much higher density of Greggs per area than rural areas - shown using the {biscale} #rstats package in this map for the "Two Colours" theme!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/25_two_colours.R
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A map of Middle Earth for the "fantasy" theme on #Day24 of the #30DayMapChallenge! 🌲
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/24_fantasy.R
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I used the {rStrava} #rstats package to grab my own data for the "movement" theme on #Day23 of the #30DayMapChallenge! 🏃♀️🏃♀️🏃♀️ Here's an animated gif of my Great North Run data from this year!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/23_movement.R
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Revisiting the Greggs data once again for the "NULL" theme on #Day22 of the #30DayMapChallenge - identifying council and unitary authority areas with no branches of Greggs!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/22_null.R
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Using the Kontur population data for #Day21 of the #30DayMapChallenge and looking at the population of Germany 🇩🇪 🇩🇪 🇩🇪
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/21_kontur.R
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For the "My Favourite..." theme on #Day20 of the #30DayMapChallenge, I mapped out the land in my favourite mountain range - the Cairngorms!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/20_favourite.R
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Catching up on some #30DayMapChallenge posts from the last few days - a couple of different projections for the "globe" theme from #Day19!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/19_globe.R
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I tried out the {tanaka} #rstats package for the first time today for the "blue" prompt on #Day18 of the #30DayMapChallenge!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/18_blue.R
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Half way through the #30DayMapChallenge! Obviously going back to the Greggs data for "Food/drink" theme on #Day15! Inspired by Abdoul Madjid (@issa_madjid on Twitter) to map every branch of Greggs connected to its 10 nearest neighbours 🍞
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/15_food_drink.R
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For the "hexagons" prompt on #Day14 of the #30DayMapChallenge, I looked at life expectancy by US state. 🇺🇸
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/14_hexagons.R
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Not super happy with this contribution for #Day12 of the #30DayMapChallenge - for the theme of "scale" I tried to show how a poor choice of projection results in scales that don't make sense!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/12_scale.R
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For #Day11 of the #30DayMapChallenge the theme is "red"! 🔴I plotted London bus stops using OpenStreetMap data in #rstats
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/11_red.R
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It's #Day10 of the #30DayMapChallenge - we're 1/3 of the way through already! The "bad map" theme was difficult - but a poor projection and a garish colour scheme does help!
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/10_badmap.R
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For the "space" theme on #Day9 of the #30DayMapChallenge I've taken an abstract approach and mapped out the solar system 🪐🪐🪐
Code: https://github.com/nrennie/30DayMapChallenge/blob/main/2022/scripts/09_space.R