Comparing groupby, pivot_table, and crosstab on Covid Smell Loss Data
We routinely use groupby, pivot_table, and crosstab along with stack and unstack to pivot data by variables in order to…
Tag: Covid
Cleaner, Clearer Code with Pipe
I first came across pandas pipe last month at a Berlin Time Series Analysis meetup and in a TDS post.…
Weighing Type 3 Error for a Better Covid Testing Strategy
Type 1 & 2 errors have been hammered home since our days of high school statistics — Type 1 being…
Berlin Covid Dashboard
We’ve created an interactive dashboard that explores Berlin’s covid profile and evolution by district. It was borne out of the…
Berlin’s Covid Evolution, Spread, & Distribution by District
More striking than Berlin’s recent covid case spike is how differently covid has evolved by district throughout the year. Let’s…
Berlin’s Covid Landscape by District
On October 20, 2020, Berlin registered 822 new covid cases, the highest single day increase since the start of the…
Chained Bayesian: Interpreting a Positive COVID-19 Test Result
Hi Crawbears, Bayesian logic can be used to compute probabilities in your daily life. It makes your subjective belief (prior…