#dataviz

Data of New York 🗽

1 hour ago

NYPD Complaint Map (Historic)
Source: https://data.cityofnewyork.us/d/57mv-nv28
#nyc #data #dataviz

Georgios Karamanis

9 hours ago

2018 Central Park Squirrel Census for this week's #TidyTuesday

code: https://github.com/gkaramanis/tidytuesday/tree/master/2023/2023-week_21

#RStats #dataviz

Dan Oehm 🌲⛰️

14 hours ago

#TidyTuesday week 21: Squirrels 🐿️

Dabbled in some #GenAI this week. The tree and all squirrels were generated using Dalle. Not perfect but kinda cool.

Bit iffy on what the actual data represents though

🔗 http://github.com/doehm/tidytues
#Rstats #dataviz #r4ds #ggplot2

Last 100 Bills

17 hours ago

Looking at the last 100 bills in the US #government. #dataviz #civictech

99 bills have been introduced, 0 bills passed the House, 0 bills passed the House & the Senate, 0 bills have been agreed to, 1 bills are being considered, and 0 bills have been enacted.

Kristin Henry

17 hours ago

Wow! This whole project started over 10 years ago!

MyCitySounds: http://kristinhenry.github.io/citySounds/

#dataviz #soundscape #urban #CitizenScience #WomenWhoCode #art #ArtByWomen

Data of New York 🗽

19 hours ago

TLC Authorized Behind The Wheel Provider (Historical)
Source: https://data.cityofnewyork.us/d/4rix-z2af
#nyc #data #dataviz

Georgios Karamanis

20 hours ago

Week of May 15-21 of #MapPromptMonday, Proportional Symbols

Code: https://github.com/gkaramanis/mappromptmonday/tree/master/2023/2023-week_20

#Rstats #dataviz

Map of the EU showing heating and cooling degree days by NUTS 3 region in 2022. For each region there are two arrows side by side. An orange upwards arrow, representing heating degree days, and a blue downwards arrow, representing cooling degree days.

"You do you" is Eu-gen-ics.

1 day ago

Just fixed a bug in newly added charts showing annualized deviation of excess deaths by select disease categories.

The "deaths since 2019" figures in legend were populated with inflated values. Math error.

Charts using only annual data weren't effected.

#dataviz #datavis #LongCovid #HeartDisease #Diabetes #Alzheimers #Sepsis #Cancer

https://ko-fi.com/K3K1C33M3?viewimage=IT6T5LOM6R

Chart: Circulatory Causes of Death: Annualized Deviation from 2015-2019 Average

Notation in red: Before Bug Fix

Values in legend for each of five disease categories are circled in red, to indicate where error appears:

* Hypertensive disease (+42K more annualized deaths vs. 2019)
* Cerebrovascular diseases (+15K)
* Heart failure (+2K)
* Ischemic heart disease (+1K)
* Other diseases of the circulatory system (+6K)

Chart: Circulatory Causes of Death: Annualized Deviation from 2015-2019 Average

Notation in green: After Bug Fix

Values in legend for each of five disease categories are circled in green, to indicate where error corrected:

* Hypertensive disease (+29K more annualized deaths vs. 2019)
* Cerebrovascular diseases (+13K)
* Heart failure (+2K)
* Ischemic heart disease (+1K)
* Other diseases of the circulatory system (+8K)

Data of New York 🗽

1 day ago

MBPO Broadway Storefront Vacancy Survey 2020
Source: https://data.cityofnewyork.us/d/w49t-5gha
#nyc #data #dataviz

Xan Gregg

1 day ago

Interesting #dataviz exercise. Can this chart be remade effectively without using dual y axes? I initially misread the (non)significance of the relative bar/bullet sizes, but my efforts also have drawbacks.
0. original from @kathhayhoe
1. scatter plot with radial ratio grid lines
2. variable width bars
3. dual bar charts

Graph from https://pinafore.social/statuses/110436798254922842 with bars in a bullet format on two y axes. x axis has 6 social platforms. y axes are follows and engagements

Scatter plot version of the followers and engagements for 5 social platforms. Radial grid lines show the ratios.

Mekko bar chart version of the followers and engagements for 5 social platforms. Width of bar along the axis is proportional to follower count. length encodes engagement ratio. area encoded engagement count.

Dual bar chart version of the followers and engagements for 5 social platforms.

Data of New York 🗽

2 days ago

Voting/Poll Sites Map
Source: https://data.cityofnewyork.us/d/utqd-4534
#nyc #data #dataviz

Last 100 Bills

2 days ago

The last 100 bills in the US #government, analyzed! #dataviz #civictech

97 bills have been introduced, 1 bills passed the House, 0 bills passed the House & the Senate, 0 bills have been agreed to, 1 bills are being considered, and 0 bills have been enacted.

The Old Map Gallery

2 days ago

From 1970, a whole layer of organization over the NYC area for absorbing air traffic, huge patches in the air were designed to allow circling plains to wait for a place to land. An interesting visualization for a modern challenge
#maps #map #datavizualization #dataviz #NYC

A faint map centered on NYC is dominated by colorful organic forms that show the structure of regions in the air where waiting plains can circle in order to prepare to land.

Cédric Scherer

2 days ago

Long version with all 190 countries that experienced a change of at least 1 percentage point

⬆️ 9
⬇️ 181

#rstats #ggplot2 #dataviz

The same dumbbell graph asin the tweet before but showing the full data set with only countries with almost no change being excluded.

Cédric Scherer

2 days ago

Striking drop in annual growth of GDP per capita from 2019 to 2020 💸

A series of #dataviz|es as alternatives to two choropleth maps, comparing the trends per year as shared by Max Roser (OurWorldInData).

3️⃣ Dumbbell graph showing trends for countries that inhabit ~20M people

(plus a long version with all countries with a noticeable change in the replies)

🛠️ #rstats + #ggplot2

A dumbbell graph showing the trends in GDP per capita growth from 2019 to 2020 with countries with a decrease being colored in red (dark red if it crosses zero, pale red otherwise) and those two with an increase (namely Turkey and Iran) being colored in blue. The country labels are placed on the left (in case of a decrease) and the right (in case of an increase) to further highlight the huge number of countries with a decrease in average income from 2019 to 2020. For most countries, the GDP per capita growth turned from positive to negative.

Data of New York 🗽

2 days ago

Buildings Selected for the Alternative Enforcement Program (AEP)
Source: https://data.cityofnewyork.us/d/hcir-3275
#nyc #data #dataviz

Last 100 Bills

3 days ago

Breaking down the last 100 bills in the US #government. #dataviz #civictech

93 bills have been introduced, 2 bills passed the House, 1 bills passed the House & the Senate, 2 bills have been agreed to, 1 bills are being considered, and 0 bills have been enacted.

Data of New York 🗽

3 days ago

NYC Health + Hospitals Facilities - 2011
Source: https://data.cityofnewyork.us/d/ymhw-9cz9
#nyc #data #dataviz

"You do you" is Eu-gen-ics.

3 days ago

Some 62 (+1) counties ≥ 100% capacity per HHS data.

Reporting ≥ 90%: 198 (-8)—near one in twelve with any capacity. Includes surge and overflow beds: near full can mean E/Rs with day long wait times.

For counties w/ ICUs—near one in six are full or near full.

#ThisIsOurPolio #hospitals #LongCovid #CovidIsNotOver #nurses #MassDisablingEvent #CovidIsAirborne #BringBackMasks #dataviz #datavis

Map: Adult Hospital & ICU Capacity by County
Data: U.S. Dept of Health & Human Services, American National Standards Institute
Updated: May 25, 2023

Shows a color scale of 7-day average adult inpatient beds occupied over 7-day average adult inpatient beds staffed for 48 contiguous states only. Scale runs from black (well over 140%), to purple (120%), to red (80%), to orange (50%), to yellow (10%). Counties for which no hospitals/beds are reported are represented by colored hatch marks, reflecting state-level reported capacity.

Patterns of black circles represent counties where adult ICUs are near full; circles are dotted where adult ICUs are entirely full. Sparse grey dots show areas where no ICU beds are reported.

Most of the map is dark purple-orange, with splotches of lighter orange-yellow in the interior, mostly in the Rockies and lower Midwest. Black indicators heavily pepper the map.

Fedi.Garden 🌱

3 days ago

Datasci.social is a server for researchers & practitioners in human-centric data science, broadly defined, like network science, computational social science, geospatial data science:

:Fediverse: https://datasci.social

For more info see their About page at https://datasci.social/about or ask their admin @mszll

#FeaturedServer #DataScience #DataSci #NetworkScience #Networks #ComputationalSocialScience #SocialScience #DataViz #Geospatial #GeospatialDataScience #Data #Science #Academic #Fediverse

Data of New York 🗽

3 days ago

USP business map
Source: https://data.cityofnewyork.us/d/8te3-bhtv
#nyc #data #dataviz

Zack Labe

3 days ago

I added a new visualization to my climate change indicators page https://zacklabe.com/climate-change-indicators/, which shows CO₂-equivalent (which I get asked for a lot, despite being a confusing metric in my view) & direct radiative forcing (https://gml.noaa.gov/ccgg/ghgpower/). Graphic will be updated annually. #SciComm #DataViz

Two graphic side-by-side showing data from 1979 to 2022. The left graph shows CO2-e measure in ppm from around 385 in 1979 to 523 in 2022. The right graphic shows radiative forcing which reaches nearly 3.4 W/m2 in 2022. Both lines are increasing with time.

Deepali Kank

3 days ago

#TidyTuesday week 21 - Central Park Squirrels. Made an infographic this time with the help of #canva and R.
#dataviz #rstats

Infographic about squirrels in central park

Last 100 Bills

4 days ago

The last 100 bills in the US #government, analyzed! #dataviz #civictech

90 bills have been introduced, 4 bills passed the House, 3 bills passed the House & the Senate, 2 bills have been agreed to, 1 bills are being considered, and 0 bills have been enacted.

Data of New York 🗽

4 days ago

City Bench Locations (Historical)
Source: https://data.cityofnewyork.us/d/kuxa-tauh
#nyc #data #dataviz

"You do you" is Eu-gen-ics.

4 days ago

Some 185 (+5) counties have pediatric care near or over capacity (≥ 90%).

Of 258 (-3) counties reporting any PICU capacity, near one in six are over or near full.

So many places where there aren't enough staff for sick or injured kids to receive required care.

#ThisIsOurPolio #pediatric #hospitals #pedsICU #RSV #Strep #Flu #LongCovidKids #CovidIsNotOver #nurses #MassDisablingEvent #CovidIsAirborne #BringBackMasks #dataviz #datavis

Map: Pediatric Hospital & PICU Capacity by County & State
Data: U.S. Dept of Health & Human Services, American National Standards Institute
Updated: May 24, 2023

Shows a color scale of 7-day average inpatient beds occupied over 7-day average inpatient beds staff for 48 contiguous states only. Scale runs from black (well over 140%), to purple (120%), to red (80%), to orange (50%), to light yellow (10%). Counties for which no hospitals/beds are reported are represented by colored hatch marks reflecting state-level average.

Sparse grey dots show vast expanses where no PICU beds are reported. Dense patterns of black dots represent counties where PICUs are full or near full.

Much of the map is hatched red-orange with grey dots, with purple-red-orange counties. Some yellow, mostly in Mississippi watershed. Black & black-dotted counties can be spied in all regions. The state of Idaho stands out as a black-grey hatch surrounded red/orange/yellow hatches in surrounding states.

Data of New York 🗽

4 days ago

Forestry Planting Spaces
Source: https://data.cityofnewyork.us/d/4jyz-6b7u
#nyc #data #dataviz

Cédric Scherer

4 days ago

Striking drop in annual growth of GDP per capita from 2019 to 2020 💸

A series of #dataviz|es as alternatives to two choropleth maps, comparing the trends per year as shared by Max Roser (OurWorldInData).

2️⃣ Slope graphs per country as tile grid map showing trends for each of the 186 countries featured.

🛠️ #rstats + #ggplot, in combination with the #geofacet ️📦 and #Figma to add the "how to" section + continent labels

A geofacet (a tile grid map that represents the [most] countries of the world as equally sized rectangles, mimicking the original geographic topology as closely as possible) with colored slope charts for each country. The world map is overall very red highlighting that "average income has decreased in almost all countries from 2019 to 2020, with GDP per capita growth turning from positive to negative in most cases".

Each rectangle (slope chart) features a country code and continent labels are added to help to distinguish the original spatial shape. A "how to interpret the slope chart" box showcases how to read the chart by using the trend for Great Britain, summarizing that: "From 2019 to 2020, the annual growth of GDP per capita of Great Britain has decreased by approx. 10 percentage points, turning from positive to negative."

OddOpinions5

4 days ago

can anyone explain to me why you need all this fancy graphics work ?
why a table or some such would n't work better ?

really not clear to me

https://flowingdata.com/2023/05/23/all-the-household-types-in-the-u-s/

#scicomm #graphics #data #dataviz #infographic #charts

Nicola Rennie

4 days ago

Recycling some code from a previous #TidyTuesday viz to look at what squirrels in New York City get up to this week! 🌳

(Apparently there is a significant overlap in how squirrels spend their time, and how I spend mine...)

Code: https://github.com/nrennie/tidytuesday/tree/main/2023/2023-05-23

#RStats #DataViz #R4DS

radar chart showing number of squirrels in the 2018 Central Park Squirrel census that were eating, running, chasing, foraging, or climbing. Foraging is how most seem to spend their time.

Stefan Bohacek

4 days ago

As one would expect, a lot of the domains used in the fediverse have been registered over the past two years.

https://stefanbohacek.com/blog/analyzing-the-registration-date-of-7925-fediverse-domains/

Still cool to see it in a chart though.

#fediverse #domains #dataviz #data

Data of New York 🗽

5 days ago

Universal Pre-K (UPK) School Locations
Source: https://data.cityofnewyork.us/d/kiyv-ks3f
#nyc #data #dataviz

Stefan Wolfrum :mastodon:

5 days ago

@scottobara @rmaraujo Me too! It‘s gonna be legen-waitforit-dary! 😂 👍👍 #Charty #Charty2 #dataviz

public data lab

5 days ago

What is @Gephi Lite? Who and what is it for? What can it do? An interview with developers of new #opensource web-based network exploration tool:
https://publicdatalab.org/2023/05/23/gephi-lite-interview/

@ouestware
@jacomyal @paulanomalie
@logisima
@jacomyma
@dmi

#gephi #networks #networkanalysis #socialmediaanalysis #newmedia #commodon #dataviz

Screenshot of Gephi Lite: https://gephi.org/gephi-lite/

Datascience :verified:

5 days ago

Using fonts in R graphics can be tricky at times. {showtext} aims to make it easier: https://cran.rstudio.com/web/packages/showtext/vignettes/introduction.html #rstats #dataviz #ggplot

Last 100 Bills

5 days ago

The last 100 bills in one chart! #dataviz #civictech

92 bills have been introduced, 4 bills passed the House, 2 bills passed the House & the Senate, 1 bills have been agreed to, 1 bills are being considered, and 0 bills have been enacted.

Cédric Scherer

5 days ago

Striking drop in annual growth of GDP per capita from 2019 to 2020 💸

A series of #dataviz|es as alternatives to two choropleth maps, comparing the trends per year as shared by Max Roser (OurWorldInData).

1⃣ Slope graph showing trends for 196 countries, overall and split per continent

🛠️ #rstats + #ggplot2, using the new #ggblend 📦

A large slope graph (upper row) and five small multiples showing annual change in GDP per capita in percent (~income) overall and splitted by continent. The title reads "Average income has decreased in 185 countries from 2019 to 2020, with GDP per capita growth turning negative in 72% of these cases".

Boxplots placed to both sides show the overall distribution per year, color indicates the difference (percentage points) ranging from red (negative) to blue (positive). Small horizontal bars using the same color encoding placed below the slope charts summarize the trends. Overall, only 11 out of 196 countries show a positive trend.

Data: World Bank and OECD via OurWorldInData (https://ourworldindata.org/grapher/gdp-per-capita-growth)

Adam Steer

5 days ago

Which water goes where? Catchments and microstreams on an 8Ha block - part of understanding where water runs. If you need this for your place/research site, get in touch!

Made with ❤️, @parrot ANAFI, @OpenDroneMap and @qgis. #dronemapping #3D #QGIS #FOSS4G #agtech #openAgTech #dataViz #mapArt

colorful visualisation of catchments and microstreams on a small farm block

Data of New York 🗽

5 days ago

TLC Authorized Behind The Wheel Provider (Historical)
Source: https://data.cityofnewyork.us/d/4rix-z2af
#nyc #data #dataviz

"You do you" is Eu-gen-ics.

5 days ago

Pediatric staffing never recovered to pre-omicron levels. Rather, one in five pediatric beds reported last May: now missing.

PICU Capacity Level (not shown): 69%.

Weekly average ~50 PICU beds were covid patients.

We're failing our kids. The emergency is over.

#ThisIsOurPolio #hospitals #LongCovid #CovidIsNotOver #nurses #MassDisablingEvent #CovidIsAirborne #BringBackMasks #dataviz #datavis

Chart: Pediatric Capacity: United States
Data: U.S. Dept. of Health & Human Svcs

Stacked area chart of daily 7-day averages for pediatric Unoccupied Beds, Non-Covid Beds, and Acute Covid Beds, for the period from August 2020 through May 23, 2023. Hash marks—indicating PICU beds—overlay bottom of each stacked area.

Dotted lines indicate historical and current Hospitals Surveyed (83%), Hospital Capacity Level (67%) and Critical Staffing Level (11%). First has fallen off as psychiatric and rehabilitation hospitals have gone to once-annual reporting; second is the ratio of total occupied pediatric beds to total staffed pediatric beds, nationally; last the ratio of hospitals with pediatric beds reporting critical staffing shortages as a share of those that answered said question either 'yes' or 'no'.

Capacity was climbing toward 55K, with climbing occupancy, before plummeting to under 10K in Jan '22. Feb '22 saw gain toward 45K; above in May, before trending down to now well below 40K.

"You do you" is Eu-gen-ics.

5 days ago

More than one in ten responding hospitals indicate Critical Staffing shortages—reversing recovery of last year.

Capacity Level has been elevated since independence from the virus was declared—as fewer and fewer professionals are available to staff hospital beds.

#ThisIsOurPolio #hospitals #LongCovid #CovidIsNotOver #nurses #MassDisablingEvent #CovidIsAirborne #BringBackMasks #dataviz #datavis

Chart: Hospital Capacity: United States
Data: U.S. Dept. of Health & Human Services

Stacked area chart of daily 7-day averages for Unoccupied Beds, Non-Covid Beds, and Acute Covid Beds, for the period from August 2020 through May 23, 2023. Hash marks overlay bottom of each stacked area—indicating ICU beds.

Dotted lines indicate historical and current Hospitals Surveyed (82%), Hospital Capacity Level (74%) and Critical Staffing Level (11%). First has fallen off as psychiatric and rehabilitation hospitals have gone to once-annual reporting; second is the ratio of total occupied beds to total staffed beds, nationally; last the ratio of hospitals reporting critical staffing shortages as a share of those that answered said question either 'yes' or 'no'.

From October 2020 forward, top of the total stack trends downward. A diagonal notation along the top edge reads: "Reported staffed beds have been declining on average ~1,100 a week for ~2⅗ years."

5 days ago

Wealth Shown to Scale:
https://mkorostoff.github.io/1-pixel-wealth/

#DataViz #IncomeInequality

R4DS Online Learning Community

5 days ago

It's #TidyTuesday y'all! Show us what you find at https://r4ds.io/join!

RT https://fosstodon.org/@jonthegeek/110412578495464910 The @R4DSCommunity welcomes you to week 21 of #TidyTuesday! We're exploring Central Park Squirrels!

📂 https://tidytues.day/2023/2023-05-23
🗞️ https://data.cityofnewyork.us/Environment/2018-Central-Park-Squirrel-Census-Squirrel-Data/vfnx-vebw

#RStats #DataViz #PyData #tidyverse

Stefan Bohacek

6 days ago

As a follow-up to my article from yesterday, I analyzed 20k+ (well, 7.9k, really) fediverse domains to see when they were registered.

https://stefanbohacek.com/blog/analyzing-the-registration-date-of-7925-fediverse-domains

#dataviz #fediverse #domain #data

Martijn

6 days ago

This week in #TidyTuesday we look at squirrels in Central Park.

The project:
@SquirrelCensus

Code: https://github.com/mvbloois/tidytuesday

#dataviz #rstats

Datascience :verified:

6 days ago

Need some data to test a plot idea or algorithm? On https://drawdata.xyz/ you can draw the data you want... #rstats #synthetic #dataviz

Joe Murphy

6 days ago

DATA / GRAPHICS INTERNSHIP
The NBC News Data / Graphics team is hiring a school-year, part-time intern to work-remote with us September to April, making #DataViz, analyzing data, writing and reporting and learning what it is we do every day.

Email resumes to joe.murphy@nbcuni.com.

Details: https://gist.github.com/freejoe76/569d08fd4f41da646cec06883a4d559c

KirellBenzi

6 days ago

It is my great pleasure to announce that my latest data artwork "Circadian Rhythms" made with Franck Aubry is on display at EPFL Pavilions until the end of July 2023.

More about the piece: https://www.kirellbenzi.com/art/circadian-rhythms

More info about the (free) exhibition: https://epfl-pavilions.ch/exhibitions/lighten-up

'Lighten Up! On Biology and Time' at EPFL Pavilions, Lausanne.
Photos: Julien Gremaud.

#DataArt #dataviz #datavisualization #epfl

Daniel Huppmann

6 days ago

Just in time for the #Horizon2020 #ECEMF consortium meeting...

🎉 Release v1.9 of the #pyam_iamc package for #scenario analysis & #dataviz

Now supporting #pandas v2.0 and fully tested on #Python v3.11...
https://github.com/iamconsortium/pyam

Nick Taylor

6 days ago

Hot off the press! 🔥 Yet Another Newsletter LOL: Baseline https://www.iamdeveloper.com/newsletter/yet-another-newsletter-lol-4375/ #newsletter #css #dataviz

jonthegeek

6 days ago

The @R4DSCommunity welcomes you to week 21 of #TidyTuesday! We're exploring Central Park Squirrels!

📂 https://tidytues.day/2023/2023-05-23
🗞️ https://data.cityofnewyork.us/Environment/2018-Central-Park-Squirrel-Census-Squirrel-Data/vfnx-vebw

#RStats #DataViz #PyData #tidyverse

The data set comes from the source article or the source that the article credits. Be mindful that the data is what it is and Tidy Tuesday is designed to help you practice data visualization and basic data wrangling in R.
This is NOT about criticizing the original article or graph. Real people made the graphs, collected or acquired the data! Focus on the provided dataset, learning, and improving your techniques in R.
This is NOT about criticizing or tearing down your fellow #RStats practitioners or their code! Be supportive and kind to each other! Like other's posts and help promote the #RStats community!
Use the hashtag #TidyTuesday on Twitter if you create your own version and would like to share it.
Include a picture of the visualisation.
Include a copy of the code used to create your visualization.
Focus on improving your craft, even if you end up with something simple!
Give credit to the original data source whenever possible.

Drawing of a squirrel sitting at a desk looking like a detective. The squirrel is wearing pants, a collared shirt, and loafers, and he's looking like he's waiting for the red phone in front of him to ring. He's sitting below a sign that says The Squirrel Census Dept. of Data - NYC. There are binoculars on the desk and sign that says Dept. of Data New York City. The bookshelves next to the desk have books titled Squirrel Supplemental, The Urban Squirrel and Nuts.

A map of squirrel observations in Central Park, New York City. One of the dots is highlighted and reads 3 Squirrels, 2 Gray and 1 Cinnamon.

Jonatan Hildén

6 days ago

Did you know that the #IPCC AR6 comes with a NASA-hosted sea level rise exploration tool? It even has data downloads for multiple locations. This is a great improvement, just some years ago IPCC data used to be hard to find.

#ClimateChange #dataviz

https://sealevel.nasa.gov/ipcc-ar6-sea-level-projection-tool

IPCC 6th Assessment Report Sea Level Projections
Median projections of global and regional sea level rise, relative to a 1995-2014 baseline.
Map shows Europe with multiple locations and projected sea level rise for SSP3-7.0 mid-range scenario in 2100 indicated using an yellow-orange-brown color scale. Most regions experience a meter or somewhat lower.

Stefan Bohacek

1 week ago

The date of registration of the fediverse domains I'm connected to was particularly interesting to me.

The chart is pretty much what I expected, but it is pretty cool to see the actual breakdown.

Domain registrars are really cashing in on the fediverse right now.

#dataviz #data #fediverse #OpenWeb #IndieWeb #domains

A scatter plot showing most domains used for fediverse servers I'm connected to were registered around 2022-2023.

A handful of domains were registered between 1998-2008.

Stefan Bohacek

1 week ago

Last week I updated my tool for exploring your fediverse connections and added an option to download your data.

Here's a few ideas on what you can do with it.

https://stefanbohacek.com/blog/exploring-your-fediverse-connections

#dataviz #fediverse #data #python #pandas #matplotlib #tutorial

Daniel Huppmann

1 week ago

Are your a #SoftwareDeveloper that would like to work on #Climate-related #opensource tools & #dataviz solutions?

Or are your an #EarlyCareer #Researcher that prefers programming to paper-writing?

The #ScenarioServices team at the #IIASA #Energy #Climate & #Environment program is hiring a #ScientificSoftware developer to implement new (#opensource) user interfaces & #dataviz features for our #ScenarioExplorer infrastructure.

👉https://iiasa.ac.at/employment/job-openings?jh=oj8uz8mtiehwnwyhls5u7b355mdre6b

esearch Software Developer

The successful candidate will join a small team of software developers working with researchers in the IIASA Energy, Climate, and Environment (ECE) Program and collaborating institutions on further developing and continuously improving tools to support energy- and climate-related research in ECE and in the wider academic community.

An interest in the scientific content of the software tools – climate change and energy transition research –will help communication within the multi- disciplinary teams and developing a deeper understanding of the user needs.

Georgios Karamanis

1 week ago

Tornados for this week's #TidyTuesday

code: https://github.com/gkaramanis/tidytuesday/tree/master/2023/2023-week_20

#RStats #dataviz

Points on spiral representing all tornados in the US between 1950 and 2022. The size of each point represents the number of tornadoes recorded per day, and the color represents the highest magnitude for that day (F scale used until 2007, afterwards EF)

David Napoli

1 week ago

"Avoid clutter, but not at all costs" — or, somewhat equivalently as I put it "aim for clarity, not solely simplicity" … excellent read on data storytelling https://www.effectivedatastorytelling.com/post/a-data-storytellers-guide-to-avoiding-clutter #DataViz

Stjep

1 week ago

Which of these do you perceive as being realistically and genuinely valuable, now and in the near future, with regards to knowledge communication? (multiple choice)

:boost_ok:

#science #academia #design #dataviz

Stefan Bohacek

1 week ago

You can now download the data from https://data.stefanbohacek.dev/projects/fediverse

#dataviz #fediverse #mastodon #friendica #misskey #calckey #explore #data

A screenshot of my data visualization project showing a tree map chart and a download button labeled "Download your data". The chart is overlaid with an Excel window showing an exported CSV file.

"You do you" is Eu-gen-ics.

1 week ago

Of 61 (-13) counties ≥ 100% capacity per HHS data, all are LOW per CDC "Levels". Purposeful nonsense.

Reporting ≥ 90%—206 (-5). Includes surge & overflow beds: can mean E/Rs with day long wait times.

For counties w/ ICUs—over one in six are full or near full.

#ThisIsOurPolio #hospitals #LongCovid #CovidIsNotOver #nurses #MassDisablingEvent #CovidIsAirborne #BringBackMasks #dataviz #datavis

Map: Adult Hospital & ICU Capacity by County
Data: U.S. Dept of Health & Human Services, American National Standards Institute
Updated: May 18, 2023

Shows a color scale of 7-day average adult inpatient beds occupied over 7-day average adult inpatient beds staffed for 48 contiguous states only. Scale runs from black (well over 140%), to purple (120%), to red (80%), to orange (50%), to yellow (10%). Counties for which no hospitals/beds are reported are represented by colored hatch marks, reflecting state-level reported capacity.

Patterns of black circles represent counties where adult ICUs are near full; circles are dotted where adult ICUs are entirely full. Sparse grey dots show areas where no ICU beds are reported.

Most of the map is dark purple-orange, with splotches of lighter orange-yellow in the interior, mostly in the Rockies and lower Midwest. Black indicators heavily pepper the map.

David Napoli

1 week ago

A fascinating post on quantified self #DataViz https://thevizcollective.starschema.com/posts/visualizing-ourselves

Pedro J. Aphalo

2 weeks ago

#ggplot2 #ggpmisc #dataviz #ggplot #rstats I have added new pages and revamped older ones containg R code examples for plots to the galleries (https://www.r4photobiology.info/galleries.html) at my website about R (https://www.r4photobiology.info/). They demostrate the use of packages 'ggpmisc', 'ggpp' and 'ggrepel' for more easily adding insets, annotations and data labels to plots created using the grammar of graphics implemented in 'ggplot2'.

A ggplot with a fitted model equation as an annotation using R packages 'ggplot2' and 'ggpmisc'.

Alan McConchie

2 weeks ago

Interesting #visualization of the servers where my Mastodon connections have their accounts. Try out the tool here, by @stefan https://data.stefanbohacek.dev/projects/fediverse

The distribution is about what I'd expect given my interests: a ton of people on the generic mastodon.social server of course, but #2 and #3 show a huge proportion of #cartography and #dataviz people on mapstodon.space and vis.social, respectively.

A Treemap visualization showing my connections' top 10 servers and the number of connections on each server:

mastodon.social with 254 connections
mapstodon.space with 100 connections
vis.social with 62 connections
fosstodon.org with 47 connections
mstdn.social with 46 connections
sfba.social with 25 connections
subdued.social with 24 connections
mas.to with 22 connections
en.osm.town with 21 connections
mastodon.world with 20 connections

Stefan Bohacek

2 weeks ago

My data visualization project that lets you explore your connections across the fediverse now supports:

- Mastodon
- Friendica
- Pleroma/Akkoma 🆕
- Misskey/Calckey 🆕

Try it here: https://data.stefanbohacek.dev/projects/fediverse

#dataviz #fediverse #mastodon #friendica #misskey #calckey #explore #data

Cédric Scherer

2 weeks ago

I am excited to teach two in-person workshops at posit::conf(2023) 🔥

Join the 1-day workshop "Designing Data Visualizations to Successfully Tell a Story".

📅 Sep 17, 2023 in Chicago
👉 Register here: http://pos.it/conf

#positconf2023 #DataViz #NoGgplot2 😱

https://www.youtube.com/watch?v=Il9HY5W5Eso

Voilà: Francis Gagnon

2 weeks ago

Your client wants an interactive. 🙌

Should it be a scrollytelling? Pull the analysis, tell the story. 📜

Should it be a dashboard? Give power to the reader, let them find themselves in the data. 👩‍💻

Why not both? 🤝

That's what we did for our latest project, released by the client this morning. We'll have the longer story eventually, but since it will likely take us months, here it is live, for your viewing pleasure.

#dataviz #datavis #datavisualization

https://eig.org/state-dynamism/

tomstafford

2 weeks ago

Collaborator has suggested using word clouds for some free response text data. I've registered skepticism, but what are the alternative data visualisations I can suggest? #dataviz

Deepali Kank

2 weeks ago

Tried to recreate the chart by the Guardian on Press Freedom in the World in @observablehq
It's not perfect but learned some new things.
Code: https://observablehq.com/d/c677d634f64c80ca
left: Original viz
#dataviz

Inautilo

2 weeks ago

#Design #Approaches
Visually accessible data visualization · Options to improve data visualizations for people with color blindness https://ilo.im/12j9ig

_____
#Inclusion #Accessibility #ColorBlindness #DataViz #DataVisualization #UiDesign #WebDesign #DesignSystems #PatternLibrary #Patterns #Shapes #Contrast

Sharon Machlis

2 weeks ago

{sgplot} is an #rstats 📦 "for creating accessible plots in the Scottish Government. Currently, functions are available for styling #ggplot2 plots.

"The package has been developed using the Government Analysis Function Data Visualisation guidance for charts and colours."
By Alice Byers
@rstats #DataViz

Grouped bar chart titled "Living longer: Difference in life expectancy, 1967 - 2007" for Belgium, France, Ireland, and the UK. Source: Gapminder

stacked_bar_data <-
gapminder |>
filter(year == 2007) |>
mutate(lifeExpGrouped = cut(lifeExp,
breaks = c(0, 75, Inf),
labels = c("Under 75", "75+"))) |>
group_by(continent, lifeExpGrouped) |>
summarise(n_countries = n(), .groups = "drop")

ggplot(stacked_bar_data,
aes(x = continent, y = n_countries, fill = lifeExpGrouped)) +
geom_bar(stat = "identity", position = "fill") +
theme_sg(legend = "bottom") +
scale_y_continuous(expand = c(0, 0), labels = scales::percent) +
coord_cartesian(clip = "off") +
scale_fill_discrete_sg("main2") +
labs(
x = NULL,
y = NULL,
fill = "Life Expectancy",
title = "How life expectancy varies across continents",
subtitle = "Percentage of countries by life expectancy band, 2007",
caption = "Source: Gapminder"
)

There is an arrow pointing to the theme_sg(legend = "bottom") line

Voilà: Francis Gagnon

2 weeks ago

The New York Times is known for their groundbreaking #dataviz but what I really admire is how they have refined the basics to an exquisite level.

Look at this simple bar #chart:

- Category labels in bars
- Dual tints in each bar
- Bold text for the two leaders
- Right alignment of values and their title
- Elegant fine horizontal lines
- Enlightening annotation
- Medium grey for source

So clear yet few achieve this level of polish.

Preliminary Share of Votes in Turkish Presidential Election Candidate Recep Tayyip Erdogan Kemal Kilicdaroglu Sinan Ogan Muharrem Ince Preliminary share 49.5% 44.9% 5.2% 0.4% Note: 50% is needed to win in Turkish national elections. Source: Anadolu Agency (unofficial results)

Joe Murphy

2 weeks ago

"The AR-15 semi-automatic rifle is one of the most popular guns in the U.S., and one of the most reviled.

It is an emblem of America’s political divisions, beloved by firearm enthusiasts for its versatility and cachet and targeted for bans by gun control advocates who blame it for a rise in mass shootings."

#DataViz #guns https://www.nbcnews.com/news/us-news/ar-15-rifle-mass-shootings-semiautomatic-weapon-rcna84193

A chart showing which types of guns were used in what percentage of mass shootings since 2006. Mass shootings were used in 88%, rifles (excluding semi-automatic rifles) used in 16%, shotguns used in 15% and semi-automatic rifles, including AR-15s, 12%. Atop the chart is the text “Numbers do not add up to 100% because shooters may have used multiple types of guns.”

Stefan Bohacek

2 weeks ago

Over the past few months I wrote a series of tutorials covering the use of the pipedream.com platform to:

- make creative bots that post random images
- make data visualizations
- automate your Mastodon profile
- turn an email subscription into an automated feed

https://stefanbohacek.com/tag/pipedream.com

#tutorial #python #pipedream #automation #dataviz #bots #CreativeBots

Juan Luis

2 weeks ago

Altair 5.0 is out! 🎉

Vega-Altair (Altair for short) is a statistical visualization library for Python built on top of the Vega-Lite declarative grammar.

This version introduces selection parameters and variable parameters, experimental support for the DataFrame Interchange Protocol (hence compatibility with Polars!), and much more.

You can install it with `pip install "altair==5.0.0"`

And read the complete release notes at https://github.com/altair-viz/altair/releases/tag/v5.0.0

#python #dataviz #pydata #altair #vegalite