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Civis Analytics in The Civis Journal

Jun 8, 2018

The best Mario Kart character according to data science

By Henry Hinnefeld

82 responses

Civis Analytics in The Civis Journal

May 11, 2018

Demystifying Black-Box Models with SHAP Value Analysis

By Peter Cooman

3 responses

Civis Analytics in The Civis Journal

Sep 17, 2018

Prediction at Scale with scikit-learn and PySpark Pandas UDFs

By Michael Heilman

scikit-learn is a wonderful tool for machine learning in Python, with great flexibility for implementing pipelines and running experiments (see, e.g., this Civis blog…

5 responses

Civis Analytics in The Civis Journal

Jan 15, 2019

Breaking Kubernetes: How We Broke and Fixed our K8s Cluster

By Salil Gupta

1 response

Civis Analytics in The Civis Journal

Sep 11, 2018

Experimenting with PySpark to Match Large Data Sources

By Zhihuang Chen

Civis provides a solution called Identity Resolution, which unifies data from different sources and resolves duplicate identities. The core feature of this solution is a…

3 responses

Civis Analytics in The Civis Journal

Mar 13, 2018

Programming with Futures in R

by Patrick Miller

Civis Analytics in The Civis Journal

Mar 14, 2019

D3 for Data Scientists, Part I: A re-usable template for combining R and D3 to build interactive visualizations

4 responses

Civis Analytics in The Civis Journal

Feb 14, 2018

An Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms

Civis Analytics in The Civis Journal

Mar 20, 2019

Making Interactive Maps of Public Data in R

By: Ryan Rosenberg

2 responses

Civis Analytics in The Civis Journal

Feb 22, 2018

Reducing bias and ensuring fairness in data science

By Henry Hinnefeld

3 responses

These were the top 10 stories published by The Civis Journal; you can also dive into yearly archives: 2016, 2017, 2018, 2019, and 2020.

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The Civis Journal

Civis Analytics helps the country's largest companies and nonprofits identify, attract, and engage loyal customers and employees with a blend of proprietary data, software solutions, and an interdisciplinary team of data and survey science experts.

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