My submission for #TidyTuesday, Week 52 on Christmas Novels. I explore term frequency changes from authors born before 1850 to those born after 1850. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 51 on the languages of the world. I explore endangerment status distribution by macro area. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 50 on Roundabouts across the world. I explore roundabouts in Japan. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 49 on Cars in Qatar. I explore relationship between weight and horsepower of non-2-seater cars by engine type. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 48 on Can an exploding snowman predict the summer season? I explore possible linear relationship between time elapsed from Boeoegg ignition to explosion and something like temperature, precipitation and sunshine duration. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 47 on Statistical Performance Indicators. I explore scores in 2023 by income level of country. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 46 on The Complete Sherlock Holmes. I explore stop words term frequency ratio, Holmes speakings (in The "Gloria Scott" and The Musgrave Ritual) over Watson writings (in the rest of The Memoirs of Sherlock Holmes). Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 45 on WHO TB Burden Data: Incidence, Mortality, and Population. I explore TB incidence per population change in countries with more than 100 million population. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 44 on lead concentration in Flint water samples in 2015. I compare sample distributions by MDEQ and Virginia Tech. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 43 on Selected British Literary Prizes (1990-2020). I explore man ratio in winners by prize and decade. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 42 on Historic UK Meteorological & Climate Data. I explore August maximum temperature rise from 1960s to 2020s by station. Code: github.com/mitsuoxv/tid...

I have updated my Shiny app to show IMF World Economic Outlook database, October 2025. mitsuoxv.shinyapps.io/imf-weo/

My submission for #TidyTuesday, Week 41 on World Food Day. I explore undernourishment changes by income-level. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 40 on EuroLeague Basketball. I explore which team won the title each year. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 39 on Crane Observations at Lake Hornborgasjon, Sweden (1994-2024). I explore max observation in each season (spring and fall). Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 38 on FIDE Chess Player Ratings. I explore rating change from August to September 2025 by sex and k factor. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 37 on Allrecipes. I explore calories per serving by country. Code: github.com/mitsuoxv/tid...

Ctl+Alt+F5 saved me yesterday, when login screen failed to appear in Pop! OS 22.04. Once in TTY mode, sudo apt update, sudo apt dist-upgrade and sudo reboot. Then login screen appeared as usual. support.system76.com/articles/log...

My submission for #TidyTuesday, Week 36 on Henley Passport Index Data. I explore rank changes among top rank countries. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 35 on Australian Frogs. I explore frog tribes by season. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 34 on Billboard Hot 100 Number Ones. I explore # of Number One Songs by artist. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 33 on Scottish Munros. I try a map of Munros in 2021. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 32 on Extreme Weather Attribution Studies. I explore climate change impact by event type according to studies. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 31 on Income Inequality Before and After Taxes. I explore before and after tax Gini coefficient movement in European countries. Code: github.com/mitsuoxv/tid...

My submission for Week 30 on What have we been watching on Netflix? I explore hours viewed by season in top 4 viewed series. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 29 on MTA Permanent Art Catalog. I explore distribution of arts by the number of lines of the station. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 28 on British Library Funding. I explore funding changes from Labour to Conservative administration. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 27 on The xkcd Color Survey Results. I explore which types of users are most likely to be spam users. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 26 on Weekly US Gas Prices. I explore premium price and rate over regular gasoline (conventional formulation). Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 25 on Measles cases across the world. I explore measles incidence rates by region and year. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 24 on API Specs. I explore who provides largest number of APIs in open data category. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 23 on U.S. Judges and historydata R Package. I explore gender appointment tendency by president party, and year range (Lincoln to L. B. Johnson, or Nixon to Obama). Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 22 on Project Gutenberg. I explore whose work is most widely translated. Code: github.com/mitsuoxv/tid...

My submission for Week 21 on Dungeons and Dragons Monsters (2024). I explore which monster type has the broadest range of challenger ratings. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 20 on Water Quality at Sydney Beaches. I explore relationship between rainfall and water quality, by region and decade. Code: github.com/mitsuoxv/tid...

My submission for Week 19 on Seismic Events at Mount Vesuvius. I explore correlation between depth and Md. Code: github.com/mitsuoxv/tid...

My submission for Week 18 on NSF Grant Terminations under the Trump Administration. I explore terminated grants by directorate, expected end year, and in Cruz list or not. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 17 on #useR2025 program. I explore common keywords after correcting some unusual inputs in keywords. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 16 on Fatal Car Crashes on 4/20. I explore monthly average per day counts by month and year. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 15 on Base R Penguins. I explore date of egg by year, island and specie. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 14 on Timely and Effective Care by US State. I explore relationship between population and percentage of patients with stroke symptoms who received brain scan results within 45 minutes of arrival. Code: github.com/mitsuoxv/tid...

My submission for Week 1 (free material), on Tariffs charged to the US according to Trump assertion. His assertion looks very similar to the US deficits per goods trade volume. Code: mitsuoxv.rbind.io/posts/2025-0...

My submission for #TidyTuesday, Week 13 on Pokemon. I explore attack defense point differences by primary type. Point color is primary color. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 12 on Text Data from Amazon's Annual Reports. I try a sentiment analysis, and commit a sin of using dual y-axis. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 11 on Palm Trees. I explore palm tree specie counts by fruit color, and by conspicuousness. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 10 on Pixar Films. I try to display both quantitative and qualitative scores by film. Code: github.com/mitsuoxv/tid...

My submission for Week 9 on Long Beach Animal Shelter. I explore intake conditions and outcomes of cats and dogs. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 8 on Academic Literature on Racial and Ethnic Disparities in Reproductive Medicine in the US. I explore common race categories. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 7 on Agencies from the FBI Crime Data API. I explore NIBRS participation rate by year-end and state. Code; github.com/mitsuoxv/tid...

My submission for Week 6 on CDC Datasets being lost under the Trump Administration. I explore words in tags. Code: github.com/mitsuoxv/tid...