#DataVisualization
This pie chart could've been a bar graph. #DataViz #dataVisualization
From the late 1670's comes a great "strip" map by John Ogilby. Here, to get from Presteigne to Carmathen, in Wales it's a practical method to keep one on the correct route to a destination, reference landmarks & stay on the route.
It's interesting that when automobiles became popular, early roads atlases used this same route method to get drivers to their next destination, by identifying landmarks and keeping them on a solitary path.
"I'm not playing video games, I'm actually trying to learn data science and time series analysis in particular with data from Meiou and Taxes' economic simulation!"
#europauniversalis #python #datascience #datavisualization #simulation #timeseries
Anyone work at a company they like that's hiring #PhD #research interns for summer 2024? Interested in roles related to #ComputerScience #DataVisualization #ExplainableAI #Genomics #Bioinformatics #SoftwareEngineering #ML #interpretability #EDA #DataAnalytics
I'm a third year PhD student in Computer Science at an R1 university (completed MS coursework), and a dual citizen USA/EU :) Thanks for boosting! #GetFediHired
While testing alternatives to Graphpad Prism for basic #statistical tests and #datavisualization, #jamovi looks the most promising. It allows adding custom modules written in R through an easy to follow process. It is open-source and easy to install on Linux.
58,444 dead or missing human beings have been documented by the Missing Migrants Project of the International Organization for Migration (IOM) since 2014 (latest incident: Sep 5th 2023).
The actual number is likely much higher.
Here's a #Datavisualization I made of that horrendous number.
Interactive version (might be slow): https://yotka.org/missing-migrants/
📈🌿 Dive into Data Visualization with Base R! 🌿📈
Discover the power of creating striking linear model plots with confidence intervals using the iconic Iris dataset—all with base R! 🌼🚀
Give it a try and embark on your data science journey. 🚀📊
#DataScience #RProgramming #DataVisualization #IrisDataset #LinearModel #ConfidenceIntervals #BaseR
Happy coding! 🌱📊
Post: https://www.spsanderson.com/steveondata/posts/2023-09-22/
Sharing the first version of an SEO audit and analysis template in #Python, #advertools, #pandas, #networkx, & #plotly
🔵 Notebook meant to be a starting point
🔵 Low code, highly customizable
🔵 Can be converted to an HTML file shareable, emailable
🔵 Interactively explore the elements you want
🔵 Expecting, hoping for suggestions, improvement (code and non-code)
Full video/explanation here (with link to the code and data):
Little write-up for the next FIMS newsletter. I meant to mention the Hawthorn (part of my research project) excerpt that will be published oops 😳 I suppose I can mention it when it comes out.
#dataVisualization #InformationVisualization #IIBAwards #infographic #infographicDesign
How do wars end? Not always with a decisive victory. My colleagues Adina Renner, Karin Wenger and Nicolas Staub at #nzz had a look at a database of over 500 wars since 1946, and visualised the results – and took a guess at what it could mean for the Ukraine.
https://www.nzz.ch/international/wie-stehen-die-chancen-auf-ein-baldiges-ende-des-ukraine-kriegs-ein-blick-auf-fruehere-konflikte-zeigt-worauf-es-ankommt-ld.1723250 (article in German) #datavisualization
Thanks to Enrico Bertini for sharing this awesome read by Connor Rothschild about a 'framework-first' aproach to #datavisualization. I've never seen #Svelte and #D3 compared for visualization so clearly before. Really well done.
Plotting predicted vs actual values in R with base R and #ggplot2
#DataVisualization #RProgramming #DataScience
Post: https://www.spsanderson.com/steveondata/posts/2023-09-20/
From an interesting series of regional literary maps that were done in the 1980's comes this overview for "Latin America". Great design.
#maps #dataviz #map #datavisualization #design
New server, new #introduction !
I specialize in Data Art, focusing on the intricate and compelling visualization of complex datasets.
My work leverages advanced algorithms, artistic principles, and machine learning techniques to transcend traditional forms of data representation.
For collaborations or inquiries, feel free to DM. Excited to engage with this community.
#DataArt #DataVisualization #MachineLearning #CreativeCoding #AI #art #artist
For those interested in such things, here is a connoisseurs map of "European" current rail-electrification based on @openstreetmap tagged data
Electrified track OLE is red, third- and fourth-rail DC in green and brown, unelectrified in black
Colours in the spirit of the FizzyKnitting @25kV
Developed in @python using #OSMnx to wrangle the data and visualised in @qgis
#rail #ElectrifyAllThings #electrification #Europe #DataVisualization
For those interested in such things, here is a map of "European" current rail-electrification based on @openstreetmap tagged data
Electrified track is red, all other track in black
Developed in @python using #OSMnx to wrangle the data and visualised in @qgis
True connoisseurs of the art please note, this does not make a distinction between voltage, frequency, and type (OLE/third-rail/fourth-rail)
#rail #ElectrifyAllThings #electrification #Europe #DataVisualization
What's the minimum number of clicks needed to go from page A to page B?
Shortest Path Length
What pages B and C, D and F, ... ?
What about all pairs of pages in the whole site?
I'm working on a new chart to evaluate this. The image shows counts for a few websites, and how they're distributed.
Does this make sense?
How would you improve it?
#techseo #linkbuilding #SEO #DataVisualization #DataScience #Python #Plotly
#DataVisualisation / #DataViz picks of the day:
➡️ @didoesdigital - Data viz engineer & author in Australia
➡️ @yotka - Data viz designer, background in social sciences
➡️ @kpfssport - Sports-related data viz
➡️ @janeadams - Data viz researcher interested in XAI & genomics
➡️ @wnd - Data Viz coder, works on railway IT
➡️ @Biff_Bruise - Principal Consultant in data viz, keen cyclist, former rocket scientist
1/2
Another Chart for this week's #TidyTuesday data. Created using #tableau and #figma. @nrennie and @tanya_shapiro 's Voronoi charts inspired me to create this one.
#Datavisualization
Just added to our newsroom.
A 2022 paper co-authored by University of #Vermont based Cluster member Byung Lee describes ways #ComputerScientists are working to develop and deploy usable and trustworthy graphs.
Read "That Doesn't Belong There" via the link below.
https://criticalzone.org/news-events/that-doesnt-belong-there
Ever wondered how to compare the distributions of two variables simultaneously? Look no further! In this post, we'll dive into the world of dual-variable histograms using R, a go-to language for data analysis and visualization.
Ready to embark on your own dual-variable histogram journey? The key to effective data visualization is in your hands. 🚀
#DataVisualization #RProgramming #DataAnalysis #R #RStats
See attached.
Post: https://www.spsanderson.com/steveondata/posts/2023-09-15/
Some updates to the link analysis app:
🔵 Summary stats added (number of URLs, links, & density*)
🔵 Histograms showing the distribution of the number of links per page (in, out, all)
🔵 Renamed columns, changing "degrees" to "links"
*Density: Zero density means there are no pages linking to each other on the site. A density of one, means all pages link to all pages.
How to convert an #advertools function to an interactive Dash app.
There is also a demo of how to create a simple Dash app, and add interactivity.
Recording & code:
Gold medal goes to @ZlataGarmendia
#DataScience #frontend #Python #datavisualization #DigitalMarketing #SEM #SEO @plotlygraphs
Did you know that the top 1% own more than 1/3 of Germany’s wealth? Here's a #DataVisualization of wealth distribution in Germany I made.
About 2/3 of all individual net worth is concentrated in the hands of the top 10%. The bottom half as a whole own little more than 1%.
Data is from 2019. The calculations are by @DIW_Berlin
. In 2019 they adopted a new approach to get more accurate estimates especially for the richest. Here they explain it (in German):
https://www.diw.de/de/diw_01.c.793802.de/publikationen/wochenberichte/2020_29_1/millionaerinnen_unter_dem_mikroskop__datenluecke_bei_sehr_ho___geschlossen______konzentration_hoeher_als_bisher_ausgewiesen.html
Wow, I just realized that it's been one year since I published my first #DataVisualization project - Covid Waves. It was an animated map showing how the novel Coronavirus Sars-CoV-2 spread through Europe.
It has been an intense year and I have learned so much since then.
advertools (data processing & operations) + Dash (frontend & interactivity) = Your app
#advertools office hours: Convert advertools functions into fully interactive data apps:
🔵 Basic overview of how Dash works
🔵 Creating basic interactivity
🔵 Creating some simple search/marketing apps (sitemaps, URLs, robots)
🔵 Code/examples for various other apps
Join us this Thursday:
https://bit.ly/adv-office-hours
#frontend #DataVisualization #SEO #SEM #DigitalMarketing #Python #DataScience Plotly
3 Simple Tips to Avoid Overplotting in R!
This is one of the first video clips that was ever published on Statistics Globe! :) It would be amazing if you could let me know your feedback so that I can incorporate it in future videos. This video explains how to avoid overplotting in R programming using different functions and arguments of the ggplot2 library. Which topics would you like to see next?
Introducing the new #KNIME Reporting (Labs) extension! 🚀 Now you can effortlessly generate static PDF reports with composite visualizations. No need to learn anything new, use what you already know and enable report output in the layout settings. Download the extension and get creative with your reports. 📊📈 https://bit.ly/44ZgdKx
Every wondered how to make plots in the terminal? 💡 😎
Plotext (PyPI) makes this a breeze. Here is a quick demo where I use it to plot PyBites Platform growth over the years 📈
https://youtu.be/CA6voSE5Ki0?si=avLrIQIbQhUWOFaN
#Python #plotext #dataviz #DataVisualization #terminal #plotting #django
Geologist & physical geographer. Works with data analysis, data management and visualization within spatial data, GIS, remote sensing, metadata. Happy outside in Nature.
Likes #geoscience #environmentalscience #remotesensing #gis #FOSS #dataanalysis #geospatial #copernicus #OpenStreetMap #grassgis #qgis #GenericMappingTools #perl #python #gnuplot #imagemagick #spatial #OpenSource #openscience #datamanagement #datavisualization #Linux #amateurastronomy #running #cycling
Geolog & naturgeograf. Arbetar med dataanalys, informationshantering och visualisering inom geodata, gis, fjärranalys, metadata. Gärna ute i naturen på fritiden.
Gillar #geoscience #environmentalscience #remotesensing #gis #FOSS #dataanalysis #geospatial #copernicus #OpenStreetMap #grassgis #qgis #GenericMappingTools #perl #python #gnuplot #imagemagick #spatial #OpenSource #openscience #datamanagement #datavisualization #Linux #amateurastronomy #running #cycling
Spot on!
It is very important to communicate scientific findings about global change in appealing ways.
Our usual habit of just publishing in b/w bar graphs probably didn't help to make the wider society aware of the extent of the situation.
Not exactly the interactions of factors you asked for, but can't resist mentioning this figure of the World Resource Institute, comparing the consequences of a 1.5 vs 2° C world.
https://www.wri.org/insights/2023-ipcc-ar6-synthesis-report-climate-change-findings
@s4f <- anyone has other good examples for the visualization of global change?
#sciComm #DataVisualization #GlobalChange #ScienceEducation #ScienceCommunication
I'm thrilled my infographic "101 Derivatives of French Mother Sauces" made the longlist for the category "Arts, Entertainment & Culture" in the 2023 Information Is Beautiful Awards! I don't think it will make the shortlist as it's pretty competitive, we're competing against individuals, teams, studios and even agencies from orgs like Reuters, USA Today, MIT, and Harvard Engineering.
#dataVisualization #informationDesign #infographicDesign #informationArchitecture
Next Event for @rladiesrome
RSVP: https://meetup.com/rladies-rome/events/295720243/
When: September 22, 2023 at 6:00 PM CET / 12:00 PM EDT
We will be working outside of the library box diving in to the very basic R functions toward the path of mastering the R programming language for data analysis.
#rstats #rladies #datascience #dataanalysis #datavisualization #datamodeling #modeling #wrangling #R #RStudio #Posit
How to design a useful (and fun!) color key for your data visualization - Datawrapper Blog
#Design #Color #DataVisualization
https://blog.datawrapper.de/color-keys-for-data-visualizations/
Visualisation annotations are useful for directing readers towards insights and unusual data points. And yet there aren’t a lot of examples of how to make them programmatically for changing, interactive visualisations.
So I wrote about the approach I cobbled together for my recent snakes vis, which I hope ends up being useful to someone else:
https://observablehq.com/@didoesdigital/annotations-using-paths-and-markers
The Voronoi simplification is by segmenting buffer lines into equal sections, identifying segment end-points, calculating the Voronoi polygons, and identify the centre-line
As a follow up from yesterday's post about network simplification, here is an approach based on Voronoi polygon to create the simplified network
Don't us Excel, work professional with @LabPlot do vizualise data.
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#opensource #excel #datavisualization #dataviz #labplot #linux #bsd #plotting
🌍 #TidyTuesday Week 34: Exploring Refugee Flows 📊✨ Visualizing movement across continents from 2010 to 2022. An insightful Sankey diagram shedding light on global dynamics.
🔗code: https://frankhaenel.de/tidytuesday/2023/week_34.html
#DataVisualization #Refugees #dataviz #rstats #r4ds #DataAnalysis 🗺️🔍
For a simple method to morph SVG paths into circles using D3, I wrote a little notebook: https://observablehq.com/@didoesdigital/morphing-shapes-into-circles-with-d3
1. Add points to your circle to match the same number of points in your other shape’s path
2. Reverse the path order
3. Translate the outer group by the circle radius
This is beautiful!
Watching Neural Networks Learn - by Emergent Garden
https://farside.link/https://www.youtube.com/watch?v=TkwXa7Cvfr8
(or YT: https://www.youtube.com/watch?v=TkwXa7Cvfr8)
An explanation on how neural networks and function approximation work, supported by beautiful visuals. ✨ 🎨
Updating my #introduction again. I'm loving the #queer and particularly the #trans community here, so I'm changing this account to Davie Dean to better show that side of me. I'm proudly #trans, #nonbinary and #bigender. On here my pronouns are she/her, but I also enjoy being David and he/him most of the time elsewhere. :transgender_flag: :enby: :flag_bigender:
In non #gender stuff, I'm a #geospatial data enthusiast with a passion for #OpenStreetMap and #indigenous mapping. Love #renovating my caravan and house on the side. I'm getting deeper into #geospatial #datascience and #datavisualization. Proudly based on #Ainawan land in #Armidale, NSW.
Updated - needs a photo!
„There Is a Digital Art History“
Great new publication by @zentralwerkstatt et al. delves into the transformative potential of large-scale vision models, epistemic implications and methodological shifts.
📄 https://doi.org/10.48550/arXiv.2308.07464
#DigitalArtHistory #ML #AI #DigitalHumanities #DataScience #DataVisualization
Wow!!! THIS R Density PLOT Looks Gorgeous
How to draw a grouped ggplot2 density plot in the R programming language.
To better gauge people’s understanding of data visualizations, it’s essential to define the concepts of numeracy and data literacy.
#UXDesign #ProductDesign #DataVisualization #DataViz
https://uxdesign.cc/are-data-dashboards-vanity-projects-e19929bb1c41
I'm delighted to be presenting *two papers* and *two artworks* at #IEEEVIS in Melbourne Australia this October! 🐨
“#AR for Scholarly Publication of 3D Visualizations in #Astronomy” (Short Papers). Jane Adams, Laura South, Arzu Çöltekin, Alyssa Goodman, and Michelle Borkin
“#DevOps for #DataVis: A Survey and Provocation for Teaching Deployment of #DataVisualization” (alt.VIS workshop) Jane Adams
“Latent Prism” (Jane Adams) and "Eco-Mending" (Racquel Fygenson & Jane Adams) @visap
🐍🥳 New data viz! Living among snakes in Queensland, Australia 🥳🐍
https://didoesdigital.com/snakes/
I'm stoked to share my story of snake shenanigans with fun facts, silly animations, and a few happy snaps (opt in!)
Made with #d3js, scrollama, and laughs.
#DataViz #DataVisualization #snakes #nature #Queensland #SunshineCoast #australia #design
Currently taking a #DataVisualization course for #Blind folks, and all I can say is that #VSCode is a prime example of why engineers should never be trusted to build good usable apps. No usability nor good design considerations at all, just a mish-mash of awful choices that aren't using common nor accepted #Accessible design patterns over on MacOS. Desktop apps aren't and shouldn't be websites and should take full advantage of what AppKit or what the native OS offers you in terms of controls.
The map of the internet that I made is now available on Displate. This map maps out internet exchanges and undersea fiber optic cables.If you think it's cool enough to put on your wall it's available here:
https://displate.com/displate/6788735?art=5dd499109f9ea
Read more about this image and how it was made here: https://sudorandom.dev/posts/internet-map-v2/
#tech #internet #datavisualization #dataviz #data #svg #map #maps #infrastructure #displate #poster #wallart #wallartforsale
Here's a map of all submarine fiber optic cables and internet exchanges around the world. This time, I didn't draw the lines for countries and I think this looks amazing.
See my post about how I generated this map and the link to the full resolution SVG file here: https://sudorandom.dev/posts/internet-map-v2/
#tech #internet #datavisualization #dataviz #data #svg #map #maps #infrastructure
During lunch I was looking at data.europa.eu and found how much Irish government collected in Environmental taxes.
To me the most surprising thing was that households paid a lot more than businesses.
There's more detailed break down in ETA4 file and three more CSVs, so I'll have fun next couple of evenings.
#dataviz #datavisualization #taxes #ireland
Original source: https://www.cso.ie/en/statistics/environmentaccounts/environmenttaxes/
Here are other regions: Europe, Asia-Pacific, South America and Africa
https://sudorandom.dev/posts/internet-map-v2/
#tech #internet #datavisualization #dataviz #data #svg #map #maps
In his upcoming book, journalist and designer @albertocairo explores the idea of ‘#DataVisualization as language’, one with many different dialects – statistical, journalistic, artistic, and so on. These dialects are not mutually exclusive, he says. So, what might they learn from each other?
Listen to the interview: https://realworlddatascience.net/viewpoints/interviews/posts/2023/08/01/alberto-cairo.html
#TidyTuesday week 31: US States. Grid plot of US States in @observablehq Editing in #figma
Code: observablehq.com/d/81d0ac1b0b29…
#datavisualization
I have been working on a set of hierarchical hexagonal European population projections based on @WorldPopProject using @qgis @geopandas and #rasterio
@smach @rstats 📢 Exciting read! 💻 "Code snippets" are like productivity boosters for developers! They are indeed time-savers and make coding a breeze. 📊 #CodingTips #ProductivityHacks #RStudio #DataVisualization
#Design #Mindsets
A new vision for data viz accessibility · How you can embrace the winds of change https://ilo.im/147ns0
_____
#Inclusion #Accessibility #A11y #DataVisualization #DataViz #Charts #Chartability #UxDesign #UiDesign #DigitalDesign #WebDesign #WebDevelopment #WebDev #ScreenReader #AltText
Hey friends!
📚 Every other week, I post a review from my Data Viz Bookshelf on LinkedIn and on my blog.
Check it out!
https://www.datarocks.co.nz/linktree
This week: Data-Driven Storytelling (multiple authors)
#datafam
#datavizbookshelf
#datavisualization
#dataviz
#datastorytelling
#vissocial
I created my very own Data Design Manifesto!
My newsletter subscribers read all about it yesterday and also got the chance to download the poster for free. :)
You can subscribe here: https://cutt.ly/whatsrocking
Or buy the posters here: https://cutt.ly/DataRocksNZ-Manifesto
#dataviz #visSocial #datavisualization #powerbi #tableau #datafam
USGS Vizlab - Water Data Visualizations
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https://labs.waterdata.usgs.gov/visualizations/index.html#/ <-- link to home page
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H/T Cee Nell
“The USGS Vizlab is a data visualization team that strives to make water science fun and accessible. We make charts, maps, and interactive websites to communicate USGS research and data. We are part of the Data Science Branch of the USGS Water Mission Area [https://www.usgs.gov/mission-areas/water-resources]
[They] wrote a blog post about [their] work on the Water Data for the Nation blog [https://waterdata.usgs.gov/blog/what-is-vizlab/]…”
#GIS #spatial #mapping #visualisation #water #hydrology #publiceducation #datavisualization #datavisualisation #waterscience #charts #maps #websites #datascience #blog #VizLab #USGS
@usgs
Wowow the alt.VIS submissions look so cool!! I can't wait to dive into these :datavizcamp:
If you want to read them and review, thereby helping to shape the form and function of this very alternative workshop, you can do so in PCS: https://new.precisionconference.com/reviews
"Volunteer to review" > "VGTC" > "alt.VIS Workshop"
You don't need to be attending #IEEEVIS, or have a PhD, just a passion for #DataVisualization and the ability to write kind, constructive feedback 🥰
About alt.VIS: https://altvis.github.io/