PinnedChuck ConnellinTowards Data ScienceDoes Rain Predict Rain? US Weather Data and the Correlation of Rain Today and TomorrowIntroducing useful climate datasets and validating a global warming predictionAug 10, 20235Aug 10, 20235
PinnedChuck ConnellinTowards Data SciencePandas Runs on Spark!Where I take a regular pandas program and try to run it as-is under Spark pandasNov 15, 20212Nov 15, 20212
Chuck ConnellA Python/Pandas Tutorial from Health DataA Python/pandas program with many useful data engineering techniques using worldwide COVID-19 dataApr 28, 2023Apr 28, 2023
Chuck ConnellGlobal.health is FailingThe COVID-19 dataset Global.health has great promise, but is badly flawed. Its data is old and low quality.Mar 24, 2023Mar 24, 2023
Chuck Connell1000 Jumbo Jet CrashesVaccine refusal has caused more than 350,000 deaths in the US — equal to 1000 jumbo jet crashes killing everyone on boardOct 11, 2022Oct 11, 2022
Chuck ConnellinTowards Data ScienceChoropleth Maps with Pandas and FlourishA tutorial that makes a map of US polio vaccine rates using Python, pandas and FlourishSep 1, 2022Sep 1, 2022
Chuck ConnellinTowards Data ScienceWastewater RNA + Time = Very Strong Outcome PredictionCombining wastewater RNA level with overall pandemic time yields very high predictions of COVID-19 disease outcomesAug 1, 2022Aug 1, 2022
Chuck ConnellAn Excellent IdeaThe best way to prevent future school shootings is to arm teachersJul 2, 20222Jul 2, 20222
Chuck ConnellinTowards Data ScienceStrong Correlation of Wastewater COVID-19 Signal to Hospitalization and DeathThe Biobot dataset of USA wastewater strongly predicts COVID-19 disease outcomes with high correlation values. Full Python/pandas code.Jun 21, 20221Jun 21, 20221
Chuck ConnellinTowards Data ScienceCOVID-19 Outcome Predictions from WastewaterForecasting cases, hospitalization and deaths with CDC’s wastewater data, the NWSS dataset. Uses pandas windowing and correlation.May 19, 2022May 19, 2022