├── EuroPython ├── DataCleaning.ipynb ├── Python Cleaning tips.pdf ├── README.md ├── europy_youtube.png ├── mock_data_campaign.csv ├── mock_data_metrics_h1.csv └── mock_data_metrics_h2.csv ├── LICENSE ├── README.md ├── datasets ├── Class1.csv ├── Class2.csv ├── DisneySongs25.csv ├── FreqWordsObama.csv ├── GovSG.csv ├── Passport.csv ├── SG_PostalCode_LatLon.csv ├── akcdogs.csv ├── arrivals2018.csv ├── bookdepo.csv ├── bookdepobest.csv ├── covid19_sg.csv ├── datagovscraped_stacked.csv ├── emojis.csv ├── engine_jobs_310720.csv ├── gov-sg-terms-translations.tsv ├── hawker_stacked.csv ├── mrtfaretime.csv ├── mrtsg.csv ├── mydramalistactors_tocsv.csv ├── mydramalisttop.csv ├── pokemon.csv ├── populationsg.csv ├── primaryschoolsg.csv ├── secsch_cleaned.csv ├── seedly_sal.csv ├── tfresults02.csv ├── unesco_sites.csv ├── unigradsg.csv ├── usunirankings.csv ├── vaccinations_sg_minmed.csv ├── wastestats.csv ├── weather_copy_prepared.csv └── weather_copy_stacked.csv └── notebooks ├── AKCDogs.ipynb ├── Creating Datasets in Python.ipynb ├── Creating Datasets in R.ipynb ├── Data Cleaning in Python.ipynb ├── Data Cleaning in R.ipynb ├── Gov.sg Translations.ipynb ├── Json.ipynb ├── Monte_Carlo_COVID.ipynb ├── OneMapSG_XY_LatLon.ipynb ├── QOTD.ipynb ├── SingStat API 2025.ipynb ├── SingStat API.ipynb ├── Statistical tests.ipynb ├── StatutoryBoardSG.ipynb ├── Text Frequency Analysis.ipynb ├── WiDS.ipynb ├── bookdepository.ipynb ├── chopesg.ipynb ├── covid_public_places.py ├── covid_public_places_2021.ipynb ├── covid_sg_stats.ipynb ├── covid_spread.ipynb ├── datagovsg.ipynb ├── emojis.ipynb ├── engineeringjobs.ipynb ├── githubraw.ipynb ├── imdb.ipynb ├── linecharts.ipynb ├── lta_tweets.ipynb ├── mas-api.ipynb ├── mohcovid.html ├── mohcovid.ipynb ├── pdftables.ipynb ├── pytesseract_onlineimage.ipynb ├── seleniummrt.ipynb ├── singapore_latlon.ipynb ├── ssg-api.ipynb ├── table.ipynb ├── textgen-covid_resilience.ipynb ├── traffic_updates.ipynb ├── unesco.ipynb ├── weathersg.ipynb └── 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