My submission for #TidyTuesday, Week 20 on State of Crossref metadata by member country. I explore citations received per work of journal article by country. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 19 on Twinned Cities. I explore # of twinned cities agreements in top 6 countries by classification of # of agreements by city. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 18 on Italian Industrial Production. I explore production change in textiles in Italy. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 17 on US Agricultural Tariffs. I compare Korea with Mexico in duty-free access to the US agricultural market. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 16 on Global Health Spending. I explore countries with large OOPS share changes. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 15 on Bird Sightings at Sea. I plot recorded points within 100km from coastal lines. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 14 on Repair Cafes Worldwide. I explore number of branches by year and country. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 13 on Coastal Water Temperature in Depth. I explore seasonal changes by year and depth. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 12 on One Million Digits of Pi. I explore digit distribution in 5 or more repeated same digits like 3333333. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 11 on Salmonid Mortality Data. I explore mortality time series for both salmon and rainbow trout in country: Norge. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 10 on How likely is 'likely'? I find 3721 out of 51740 responds in pairwise comparisons are inconsistent with responders' own absolute judgements, and make a network graph of confused pairs by trying igraph package. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 9 on Golem Grad Tortoise Data. I explore measured female/male ratio by locality and year-season. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 8 on Science Foundation Ireland Grants Commitments. I explore grants distribution in each project length category (yearly). Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 7 on Agricultural Production Statistics in New Zealand. I explore production changes over time of sheep, poultry, cattle, deer, goats and pigs. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 6 on the 2026 Winter Olympics. I explore event distribution across the days by event type. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 5 on Edible Plants Database. I explore relationship between nutrient the plant requires and days of growing to harvest. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 4 on Brazilian Companies. I explore declared share capital distribution by company size, and focus enterprises with more than 10 billion BRL declared share capital. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 3 on Astronomy Picture of the Day. I explore how word counts in title changed by year. Code: github.com/mitsuoxv/tid...

My submission for #TidyTuesday, Week 2 on The Languages of Africa. I explore the relationship between # of countries where the language is spoken and # of native speakers. Code: github.com/mitsuoxv/tid...

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...