index – Conterval

Using set theory to speed up your data analysis

Most data analysis tasks involve joining tables to get more data or filter out specific data. But what happens when the data you’re working with isn’t in a format that…

Joram Mutenge

How overlooking a small detail on a job interview can disqualify you for a position

A month ago, I interviewed a candidate for a junior data analyst position. Given how difficult it is to land an interview in the data field due to stiff competition, I…

Joram Mutenge

Ten polars functions that pros use and amateurs don’t

Polars is increasingly becoming a popular data analysis library, and my prediction is that more new data scientists and analysts will be starting with Polars rather than…

Joram Mutenge

Tranforming timeseries data with group by and group by dynamic in polars

Polars has become my go-to library for data analysis. Each client project brings new insights into the powerful functionality Polars offers. Recently, I worked on a project…

Joram Mutenge

What I learned about group by dynamic in polars while working on a client’s project

In the last client project I worked on, I learned something about the group_by_dynamic function in Polars. While what I learned was surprising, the fact that I learned it…

Joram Mutenge

How to create charts from The Economist magazine using plotly

We at Conterval have always been fans of the charts from The Economist magazine. No publication does a better job of creating static visualizations you can use in print. We…

Joram Mutenge

What tool should you use as a data analyst?

Data analysis is a hot field nowadays. Companies are opening up new data analyst positions, and many people want to become data analysts.

Joram Mutenge

How we helped a bakery generate forecast by bread type using polars

A few weeks ago, Conterval did a consulting gig for a medium-sized bakery. This bakery makes white and brown bread, which it sells to a major retail store here in the USA.…

Joram Mutenge