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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘

@mackaszechno.bsky.social
1.7K followers 640 following 3.9K posts

#rstats geospatial data analyst. GIS expert, of a sort. Sci-fi fan and would be writer. Black cat owner. Occasionally apocalyptical. Can't DM. WORDS ARE QUICK AND WORDS ARE VAIN, THE SINGLE SURE AND FINAL ANSWER MUST BE PAIN. -Dan Simmons, Olympos

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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘 @mackaszechno.bsky.social · 14h
Step 4: only use the phone at your local IKEA store to call*. * please ensure you phone from the car park
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Jakub Nowosad @jakubnowosad.com · 27/09/2026
⛰️ Want to see geomorphometry in action? Book chapter "Geomorphometry Using Open-Source Programming Languages" comes with a companion collection of code and practical examples in #Rspatial #Geopython #Juliageo. 💻 Code: github.com/geomorphomet... #Geomorphometry #OpenSource #GISchat
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Gabriel M Ahlfeldt @ahlfeldt.bsky.social · 27/09/2026
Who hasn’t wished for consistent European micro-geographic house-price indices? Start: Germany + England & Wales in one dashboard. Data ready to download. Send me yours sites.google.com/view/ahlfeld... Send me your AHS index from your country! @bsoeberlin.bsky.social @heblich.bsky.social
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Michael Friendly @datavisfriendly.bsky.social · 25/09/2026
#rstats Want to learn to make mosaic plots?📊 My students Gabriel Crone & Naomi Gutierrez updated their Shiny app for interactive mosaic displays. Upload data, choose a log-linear model, customize display, download publication-quality PNG/SVG & R code Try it! fohpsyc.shinyapps.io/Shiny-Mosaics/
fohpsyc.shinyapps.io
Shiny Mosaics
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mdsumner @mdsumner.bsky.social · 25/09/2026
Measurement in two #RStats spatial 📦 packages www.hypertidy.org/posts/2026-0... (Details matter, measurements are not absolutel and assertions of "correctness" are specious at best)
hypertidy.org
Distance, perimeter and area in sf and terra: which number do you get? – hypertidy
Geospatial data, GDAL, and R — Michael Sumner
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Sharon Machlis @smachlis.bsky.social · 25/09/2026
The {maposm} #RStats 📦 "downloads OpenStreetMap layers, which are then selected, simplified, merged or modified to create a set of composite layers of urban areas, buildings, green spaces, main roads, secondary roads, railways, and water bodies."-Timothée Giraud #RSpatial @openstreetmap.bsky.social
codeberg.org
maposm
R package to download, simplify and merge multiple geographic layers from OpenStreetMap for mapping purposes.
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Sharon Machlis @smachlis.bsky.social · 25/09/2026
New to me: “The aim of geoarrowWidget is to facilitate fast transfer of geospatial data between R memory and the browser using GeoArrow memory layout. It also provides JavaScript bindings for reading GeoParquet files from remote URLs.” r-spatial.github.io/geoarrowWidg... #RStats ⬇️⬇️⬇️
r-spatial.github.io
Attach (Geo)Arrow and/or (Geo)Parquet Data to a Widget
Provides functions and necessary JavaScript bindings to quickly transfer spatial data from R memory or remote URLs to the browser for use in interactive HTML widgets created with the htmlwidgets R pac...
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Josiah @josiah.rs · 24/09/2026
I cannot emphasize enough how excited I am about {geoarrowwidget} and {deckglgeoarrow}. 3.2 **million** points in 4 seconds. #rspatial #rstats
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Chris Newton @cd-newton.hachyderm.io.ap.brid.gy · 22/09/2026
Any #rspatial folks ever encountered an issue like this with leaflet.extras when using addSearchFeatures()? The zoom parameter doesn’t seem to work as expected when multiple groups with the same geometry are used, but seems fine with different geoms […]
hachyderm.io
Original post on hachyderm.io
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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘 @mackaszechno.bsky.social · 24/09/2026
Black cat sleeping
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Jakub Nowosad @jakubnowosad.com · 23/09/2026
Want to work with the AlphaEarth Embedding data from R? 🛰️🌍 Felipe Carlos has developed an R package that makes it easier to search and retrieve AlphaEarth embeddings for your area of interest. m3nin0-labs.github.io/alphaearth/ #rstats #RemoteSensing #EarthObservation #RSpatial
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Deepali Kank @deepalikank.in · 23/09/2026
#TidyTuesday week 38 - Average share of green areas across cities 🌳🌳 Four Indian cities, four different paths for urban green cover. #DataVisualization #UrbanGreening #Rstats
Leaf pictograms compare urban green cover in Bengaluru, Mumbai, Pune, and Delhi across five years. Bengaluru rises by 2020; the other cities’ latest readings are below 1990. 2025 data is missing for Bengaluru and Delhi.
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Ambassador Frank Hull @frankiethull.bsky.social · 22/09/2026
looking forward to testing this out!! positron.posit.co/data-connect...
positron.posit.co
Data Connections – Positron
Connect to databases and data warehouses in Positron. Browse schemas, generate connection code, and preview tables in the Data Explorer.
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Dewey Dunnington @paleolimbot.bsky.social · 22/09/2026
Excited to be teaching again! Sign up for the Monday SedonaDB workshop to mostly learn about how query engines/databases can make large(r) data in Python less awkward!
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Toby Penner @tobypenner.com · 02/06/2026
Any two of the 7.1 million English Wikipedia pages are only a few clicks apart. I created Wikigraph, an interactive map of all of English Wikipedia. You can explore, search, and find the shortest path between any two articles. tobypenner.com/wikigraph #dataviz #wikipedia #webdev
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Aaron Becker @aaronjbecker.bsky.social · 21/09/2026
At 5 AM you can drive the length of Manhattan in 28 minutes. By 5 PM the same trip takes nearly 55. On this map distance is drive time, so the island swells as the roads clog. Method: Jeremy Vonderfecht. OpenStreetMap + Mapbox traffic. #NYC #Manhattan #dataviz #maps
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Michael Dorman @michaeldorman84.bsky.social · 19/09/2026
I wrote a book on spatial networks, using Python, networkx, and osmnx Online version can be found here: bgu-geography.com/net/ Comments and ideas are welcome!
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mdsumner @mdsumner.bsky.social · 20/09/2026
The road to Spilhaus in open source PROJ: mdsumner.github.io/spilhaus-tra...
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Aaron Becker @aaronjbecker.bsky.social · 20/09/2026
Every river in Canada, drawn only by its own water, every day since Jan 2025. The country thaws: about 46,000 m³/s to the sea in late winter, 244,000 at the June snowmelt peak, a fivefold swing. GloFAS data via @copernicusecmwf.bsky.social #rivers #Canada
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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘 @mackaszechno.bsky.social · 19/09/2026
When you really can't wait for the latest QGIS on Linux: `How to QGIS 4.2 on Linux Mint (Sept ’26)` anitagraser.com/2026/09/18/h...
anitagraser.com
How to QGIS 4.2 on Linux Mint (Sept ’26)
For a while now, my preferred way of installing QGIS has been from conda-forge. However, while we’re waiting for QGIS 4 to become available on conda-forge, there are alternatives: Option 1: F…
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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘 @mackaszechno.bsky.social · 19/09/2026
If you have to use Python rather than #rstats for graph theory in road networks.... fosstodon.org/@michaeldorm...
fosstodon.org
Michael Dorman (@michaeldorman84@fosstodon.org)
Attached: 2 images I wrote a book on spatial networks, using Python, networkx, and osmnx Online version can be found here: https://bgu-geography.com/net/ Comments and ideas are welcome!
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Yining Karl Li @yiningkarlli.bsky.social · 19/09/2026
Here's a neat free procedural rock generator tool that got released earlier this week. This is very cool and very handy! Especially since I just happen to be modeling something at the moment for a hobby project that requires a lot of rocks. tools.kogus.dev/rockstone/
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Tan G. @tangandhara.bsky.social · 19/09/2026
Only when you put them together do you realise that something so mundane has so much variety
kottke.org
Walking Men Worldwide
Artist Maya Barkai assembled a collection of pedestrian traffic signals from around the world: Walking Men Worldwide. I love all of these lit
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Aaron Becker @aaronjbecker.bsky.social · 18/09/2026
Every passenger train scheduled in Poland on one Friday, 6,795 services, midnight to midnight. Green is regional, very nearly the whole railway: 6,248. Blue is the Pendolino tier: 74 all day. At 02:45 nineteen trains are moving. At 16:45, 701. Data: PKP PLK, OpenStreetMap #poland #kolej
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Aaron Becker @aaronjbecker.bsky.social · 18/09/2026
interactive version: mapped.earth/river-pulse/...
mapped.earth
South Asia's river pulse | mapped.earth
Every river of South Asia standing as a wall of water whose height is that day's flow, rising and draining through the seasons. Play, scrub, turn, and hover any river.
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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘 @mackaszechno.bsky.social · 18/09/2026
@aaronjbecker.bsky.social wow! mapped.earth/earth#gfs/no...
mapped earth showing a wealth of data
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Simon Kuestenmacher @simongerman600.bsky.social · 18/09/2026
I can't urge you enough to have a play with this interactive globe. So much data! Here I am displaying whether areas have been drier or wetter than usual. The crazy part is that you can view this data all the way back to 1940. Make sure to bookmark this tool! Source: buff.ly/bJLuoKf
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Owen Boswarva @owenboswarva.bsky.social · 18/09/2026
Moving Share Homes for Ukraine data's code to open source mhclgdigital.blog.gov.uk/2026/09/18/m... Shiny new GitHub repo github.com/communitiesu... This is the system that MHCLG built in-house instead of paying £10 million to continue using Palantir's Foundry software #govtech #techpolicy
Working in the open can be daunting! All your mistakes would be there for the world to see in a public code repository, with nowhere to hide... However, open source code is part of how we build software in the Ministry of Housing, Communities and Local Government (MHCLG) and a key part of the government Service Manual for digital services ("make source code open and reusable"). Sharing our code means that other government departments and people in outside organisations can benefit from our work, saving time and money.
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Charlie Gao @shikokuchuo.net · 18/09/2026
I'm super glad to report that mori is now part of r-lib. mori.r-lib.org
mori.r-lib.org
Shared Memory for R Objects
Share R objects across processes on the same machine via a single copy in POSIX shared memory (Linux, macOS) or a Win32 file mapping (Windows). Every process reads from the same physical pages through...
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Matt Henderson @matthen.com · 17/09/2026
Dragon wave
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Andrew Heiss @andrew.heiss.phd · 17/09/2026
Made a neat colophone page for my class website so I can remember all my design decisions and colors, etc. (you can see how brand dot yaml works in the wild!) quantf26.classes.andrewheiss.com/resource/col... Even programmatically made a color ramps with WCAG contrast #rstats #QuartoPub


colophon (noun)

col • o • phon /ˈkä-lə-fən, -fän/ /ˈkɒləfən, -fɒn/

    an inscription at the end of a book or manuscript containing information about its production
    this page

Technology

    Last built: 2026-09-17 at 16:09:52 Arabian Standard Time (2026-09-17T13:09:52Z UTC)
    Software: Quarto version 1.11.1 and R version 4.6.1 (2026-06-24)

Colors

I use a bunch of colors for this course website. The two main colors are Georgetown Blue (#041E42) and Al Adaam Maroon (#8A1538), Qatar’s national color. The other colors come largely from CARTOColors’s Prism palette, with some tweaks I made by hand in a color picker.

With a graphic showing these colors: 


    Georgetown Blue (#041E42)
    Al Adaam Maroon (#8A1538)
    Blue (#2878B5)
    Teal (#009E9A)
    Green (#2D934F)
    Gold (#F2B701)
    Orange (#E17C05)
    Red (#CC503E)
    Purple (#6F4C9B)
    Gray (#696A6F)
Huge grid of 11 shades of 10 different colors, all showing different levels of accessibility contrast scores
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R Consortium @rconsortium.bsky.social · 17/09/2026
🐦 What is the BirdNET team at the Cornell Lab of Ornithology building with R? Sunny Tseng, PhD takes us inside birdnetTools 2.0, helping researchers turn millions of BirdNET detections into ecological insight. r-consortium.org/posts/from-b... #RStats #BirdNET @birdsoftheworld.bsky.social
Sunny Tseng, PhD, is an independent ecological consultant and R programmer based in Vancouver
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Sharon Machlis @smachlis.bsky.social · 17/09/2026
Quarto 2 will be 100 times faster than the current edition. You can try an early beta, but as of now it only does HTML output and can't run code yet. It'll be "about a year of work" before Posit advises users to move to Q2, @cscheid.net told #PositConf2026. github.com/quarto-dev/q2 #QuartoPub
github.com
GitHub - quarto-dev/q2: q2 is the experimental implementation of Quarto 2 in Rust.
q2 is the experimental implementation of Quarto 2 in Rust. - quarto-dev/q2
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Jon Harmon (he/him/his) @jonthegeek.com · 16/09/2026
I made it through my #PositConf2026 talk! The Design of Everyday #RStats Functions. Slides here: stbl.wrangle.zone/slides/every... The underlying 📦 {stbl} is on CRAN!
stbl.wrangle.zone
The Design of Everyday R Functions
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Jakub Nowosad @jakubnowosad.com · 16/09/2026
A new R package for redistributing counts to flexible spatial grids 🗺️ Christopher D. Higgins’ `{pycnogrid}` implements pycnophylactic interpolation for H3, A5, S2, ISEA, raster, and local hexagonal grids, while preserving the original totals. higgicd.github.io/pycnogrid/ar... #rstats #RSpatial
higgicd.github.io
{pycnogrid}: Flexible pycnophylactic interpolation to discrete global and local grid systems
Christopher D. Higgins
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Met Office - weather and climate @metoffice.gov.uk · 16/09/2026
Weather and climate models are evolving, so are the skills needed to use them The new LFRic Atmosphere Training course supports the modelling community by building the skills, confidence and shared expertise needed for next-generation weather and climate models. 🔗 More in our blog bit.ly/3T6N5AQ
bit.ly
Learning LFRic: a new modelling system for weather prediction and climate projections
LFRic advances weather and climate modelling through supercomputing innovation, collaboration, and next-generation training programs.
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Ayin @ayinmaiden.bsky.social · 16/09/2026
#GuildWars2 Visions of Eternity: Code of Creation Join me for #TwitchDrops & #giveways! 💜 twitch.tv/ayinmaiden Link ur #GW2 & #Twitch accts guildwars2.com/en/twitch-dr... Ach maps + details - ayinmaiden.com/gw2maps/leys... - ayinmaiden.com/gw2/visionso... Vids soon! - youtube.com/playlist?lis...
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Jesse Onland @jdonland.bsky.social · 16/09/2026
Seeing Hadley suggest using LLMs to maintain the #TidyTuesday repo is a little depressing. It's an unpaid community project. If it's not worth doing by hand, why do it? Why not automate the whole thing, then? Let the bots make up datasets, maintain the repos, make the charts, and post about them.
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Barret Schloerke @schloerke.com · 15/09/2026
🎤 Just presented “shinyreact: Building Custom Shiny UI with React” at posit::conf(2026) 🤔 Ever written JS or CSS inside an R string? shinyreact moves your UI to React: two hooks on the client, reactive_output() on the server. 📚 bit.ly/posit-2026-shinyreact #rstats #shiny #reactjs
The shinyreact hex logo — Shiny’s swoosh with a React atom in its tail.
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Jakob Miksch @jakobmiksch.mastodon.social.ap.brid.gy · 15/09/2026
about #geo projections www.benjoffe.com/map
benjoffe.com
A New Equal-Area Map for Interactive Computer Use (natively zooms to Mercator)
Comments
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Jakub Nowosad @jakubnowosad.com · 14/09/2026
🚀 NLMR 1.4.0 is now on GitHub! A major terra migration, new `landscape_classify()` & `catalog_nlm()` helpers, and more. github.com/ropensci/NLMR (⚠️ `nlm_fbm()` & `nlm_gaussianfield()` are currently missing -- still figuring out the best way forward for these two functions) #rstats #rspatial
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Michael Friendly @datavisfriendly.bsky.social · 15/09/2026
📊 #rstats #dataviz Guerry 1.8.5 now on CRAN 🎉 Maps, data & methods for A.-M. Guerry's 1833 Moral Statistics of France. New: an sf/ggplot2 mapping vignette recreating his maps. friendly.github.io/Guerry/
friendly.github.io
Maps, Data and Methods Related to Guerry (1833)
Contains maps of France in 1830 and multivariate datasets from A.-M. Guerry and others. Statistical and graphic methods related to Guerrys "Moral Statistics of France" are used to understand Guerrys d...
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Met Office - weather and climate @metoffice.gov.uk · 14/09/2026
🌍 54 million historical weather observations from 95 countries have been unlocked & made freely available online. 📚 With records dating back to 1837, the project enabled the discovery of an HMS Terror logbook & an international weather station network Read ⤵️ www.metoffice.gov.uk/blog/2026/ho...
metoffice.gov.uk
How 54 million historical weather records are being made globally accessible
For more than a century, the Met Office's National Meteorological Archive has held a treasure trove of historical weather data, some of it dating back to 1837. Now, thanks to a major project, tens of ...
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Gabriel M Ahlfeldt @ahlfeldt.bsky.social · 13/09/2026
Spatial-equilibrium modelling now works directly in your browser. Choose a city, draw a policy on the map, and see results by grid cell in near real time. Here is a stylised Crossrail experiment in London. 🧵 sites.google.com/view/ahlfeld...
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Klaus Wiese @klauswiese.bsky.social · 13/09/2026
Link to story: klauswiese.github.io/ndvi/
klauswiese.github.io
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Klaus Wiese @klauswiese.bsky.social · 13/09/2026
While getting to know Berlin and looking for an excuse to play with geospatial data, I was struck by how green the city is. What came out of it is this look at how NDVI shifts over the course of a year. The stoy link in the first comment.
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iMARES_group @imares-group.bsky.social · 13/09/2026
🚨 Paper alert! A new paper by iMARES researcher Jorge Mestre presents GeoThinneR, an R package for faster and more flexible spatial thinning of species occurrence and point data. 🔗 doi.org/10.32614/RJ-... ICM-CSIC #RStats #SpatialData #SpeciesDistributionModels 🧵👇
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Dariia Mykhailyshyna @dariia.bsky.social · 13/09/2026
❗️Our next workshop will be on September 17th 6 pm CET on From Raw Data to Regulatory Results: Clinical Trial Programming in R using the pharmaverse Register or sponsor a student by donating to support Ukraine! Details: bit.ly/3wBeY4S Please share! #AcademicSky #EconSky #RStats
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𝚖𝚊𝚌𝚔𝚊 𝚜𝚣𝚎𝚌𝚑𝚗𝚘 @mackaszechno.bsky.social · 13/09/2026
Lalique La Trahison Des Images Magritte Clear Crystal Sculpture
#rstats for a price
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Divine Shade @divineshade.bsky.social · 09/09/2026
NEWS Merch! PRE-ORDER: VINYL - Fragment-Vol.1 Get your copy here: tinyurl.com/dsfrag1
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