Visualization of various datasets using Python and R

WHO Statistical Performance Indicators

relplot
TidyTuesday
PyDyTuesday

Top 10 countries with the biggest improvement in SPI.

Nov 25, 2025
Manish Datt

Sherlock Holmes stories and novels

Spacy
TidyTuesday
PyDyTuesday

Frequency of people and places in all the books.

Nov 18, 2025
Manish Datt

WHO TB Burden Data

lineplot
TidyTuesday
PyDyTuesday

Timeline of global incidence and mortality.

Nov 11, 2025
Manish Datt

Lead concentration in Flint water samples in 2015

Swarmplot
TidyTuesday
PyDyTuesday

Descriptive statistics for the Lead distributions.

Nov 4, 2025
Manish Datt

British Literary Prizes

Heatmap
TidyTuesday
PyDyTuesday

Distribution of prizes across the highest degree and gender.

Oct 28, 2025
Manish Datt

Historic UK Meteorological & Climate Data

Catplot
TidyTuesday
PyDyTuesday

Monthly variation in maximum temperature.

Oct 21, 2025
Manish Datt

FAO’s Suite of Food Security Indicators

Stripplot
PyDyTuesday
TidyTuesday

Food insecurity in the world.

Oct 14, 2025
Manish Datt

EuroLeague Basketball

Custom marker
PyDyTuesday
TidyTuesday

Frequency of wins by different teams.

Oct 7, 2025
Manish Datt

Crane Observations at Lake Hornborgasjön

Seaborn
PyDyTuesday
TidyTuesday

Variation in Crane observations during the two halves of the year.

Sep 30, 2025
Manish Datt

FIDE chess player ratings

Plotnine
PyDyTuesday
TidyTuesday

Countries with maximum number of titled players.

Sep 23, 2025
Manish Datt

Recipes and Cuisines data from allrecipes.com

Great Table
PyDyTuesday
TidyTuesday

Five star cuisines in 10 minutes.

Sep 16, 2025
Manish Datt

Henley Passport Index Data

Shiny
PyDyTuesday
TidyTuesday

A shiny app for visa information.

Sep 9, 2025
Manish Datt

Frog sightings in Australia

Timeline
PyDyTuesday
TidyTuesday

Seasonality of sightings for different frog species.

Sep 2, 2025
Manish Datt

Billboard Hot 100 Number Ones

Swarmplot
PyDyTuesday
TidyTuesday

Keys for Billboard hits over the years.

Aug 26, 2025
Manish Datt

Scottish Munro Classification

Histogram
Facet
PyDyTuesday
TidyTuesday

Variations in Munro and Munro Top assignment over the years.

Aug 19, 2025
Manish Datt

Extreme Weather Attribution Studies

sunburst
PyDyTuesday
TidyTuesday

Classification of effect of climate change on different extreme events.

Aug 12, 2025
Manish Datt

Income Inequality Before and After Taxes

Parallel coordinates
PyDyTuesday
TidyTuesday

Gini coefficient for different countries before and after taxes.

Aug 5, 2025
Manish Datt

Netflix viewing data

Wordcloud
PyDyTuesday
TidyTuesday

Word cloud for movie and show titles.

Jul 29, 2025
Manish Datt

MTA Permanent Art Catalog

Timeline
stem plot
PyDyTuesday
TidyTuesday

Emergence of the different art materials over time.

Jul 22, 2025
Manish Datt

British Library Funding

Timeline
no-code
PyDyTuesday
TidyTuesday

Decline in the UK govenment funding to the British Library.

Jul 15, 2025
Manish Datt

The xkcd color survey

sklearn
colors
TidyTuesday
PydyTuesday

Identification of colors by the participants.

Jul 8, 2025
Manish Datt

Gas prices in the US

Timeseries
TidyTuesday
PydyTuesday

Timeline of gasoline and diesel prices.

Jul 1, 2025
Manish Datt

Measles cases across the world

Timeline
PyDyTuesday
TidyTuesday

Timeline for the global Measles and Rubella cases.

Jun 24, 2025
Manish Datt

Web API dataset

ggplot2
colors
TidyTuesday

Background color frequency in the API logos.

Jun 17, 2025
Manish Datt

The US Judges data

Pillow
PyDyTuesday
TidyTuesday

Gender and racial diversity among the judges.

Jun 10, 2025
Manish Datt

Project Gutenberg

ggplot2
wordcloud
TidyTuesday
magick

Frequency of books in different languages.

Jun 3, 2025
Manish Datt

Dungeons and Dragons Monsters (2024)

Upset
seaborn
PyDyTuesday
TidyTuesday

Frequency of five senses and their combinations across all the characters.

May 27, 2025
Manish Datt

Water Quality at Sydney Beaches

ggplot2
heatmap
TidyTuesday

Ranking of Sydney beaches based on Enterococci concentration

May 20, 2025
Manish Datt

Seismic events at Mount Vesuvius

plotly
polar
PyDyTuesday
TidyTuesday

Frequency of earthquakes at different times of the day.

May 13, 2025
Manish Datt

NSF funding cut in April 2025

sunburst
plotly
NSF
PyDyTuesday
TidyTuesday

Distribution of funding cuts across directorates and divisions.

May 7, 2025
Manish Datt

useR2025 conference data analysis

ggplot2
word count
TidyTuesday

Top keywords in useR 2025 talks

May 1, 2025
Manish Datt
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