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Civis Analytics posted a blog postThe best Mario Kart character (according to data science)
Written by Henry Hinnefeld, Lead Data Scientist at Civis AnalyticsMario Kart was a staple of my childhood — my friends and I would spend hours after school as Mario, Luigi, and other characters from the Nintendo universe racing around cartoonish tracks and lobbing pixelated bananas at each other. One thing that always vexed our little group of would-be speedsters was the question of which character was best. Some people…See More
Civis Analytics posted a blog postThe best Mario Kart character (according to data science)
Written by Henry Hinnefeld, Lead Data Scientist at Civis AnalyticsMario Kart was a staple of my childhood — my friends and I would spend hours after school as Mario, Luigi, and other characters from the Nintendo universe racing around cartoonish tracks and lobbing pixelated bananas at each other. One thing that always vexed our little group of would-be speedsters was the question of which character was best. Some people…See More
Alan Lynn commented on Civis Analytics's blog post The best Mario Kart character (according to data science)"Bravo. This is the type of hard-hitting analysis we need more of in this world. (Because I need to be able to beat my 7 year old!)
Also, there is no link showing currently for: "quick bokeh interactive graphic (click link…"
Civis Analytics posted a blog postDemystifying Black-Box Models with SHAP Value Analysis
As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive exPlanation) values, allowed us to build a complex time-series XGBoost model capable of making highly accurate predictions for which customers were at risk, while still allowing for an individual-level interpretation of…See More
Civis Analytics's blog post was featuredDemystifying Black-Box Models with SHAP Value Analysis
As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive exPlanation) values, allowed us to build a complex time-series XGBoost model capable of making highly accurate predictions for which customers were at risk, while still allowing for an individual-level interpretation of…See More
Civis Analytics posted a blog postAn Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms
Natural language processing (NLP) is a broad field encompassing many different tasks such as text search, translation, named entity recognition, and topic modeling. On a daily basis, we use NLP whenever we search the internet, ask a voice assistant to tell us the weather forecast, or translate web pages written in another language. Businesses use NLP to understand how their customers talk about their product on social media. NLP may even help you receive better healthcare, as the healthcare…See More
Civis Analytics's blog post was featuredAn Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms
Natural language processing (NLP) is a broad field encompassing many different tasks such as text search, translation, named entity recognition, and topic modeling. On a daily basis, we use NLP whenever we search the internet, ask a voice assistant to tell us the weather forecast, or translate web pages written in another language. Businesses use NLP to understand how their customers talk about their product on social media. NLP may even help you receive better healthcare, as the healthcare…See More
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- Civis provide consumer analytics solutions and software built for a data-driven world. With a powerful combination of best-in-class data, cutting-edge science, and an interdisciplinary team of data scientists, engineers, and survey science experts, Civis partners with businesses and organizations across the country to help them gain a competitive advantage in how they identify, attract, and engage loyal customers and employees.
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Civis Analytics's Blog
The best Mario Kart character (according to data science)
Posted on June 8, 2018 at 8:00am 1 Comment 1 Like
Written by Henry Hinnefeld, Lead Data Scientist at Civis Analytics
Mario Kart was a staple of my childhood — my friends and I would spend hours after school as Mario, Luigi, and other characters from the Nintendo universe racing around cartoonish tracks and lobbing pixelated bananas at each other. One thing that always vexed our little group of would-be…
Continue Demystifying Black-Box Models with SHAP Value Analysis
Posted on May 15, 2018 at 9:00am 0 Comments 0 Likes
As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive ex…
Continue An Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms
Posted on May 9, 2018 at 1:30pm 0 Comments 1 Like
Natural language processing (NLP) is a broad field encompassing many different tasks such as text search, translation, named entity recognition, and topic modeling. On a daily basis, we use NLP whenever we search the internet, ask a voice assistant to tell us the weather forecast, or translate web pages written in another language. Businesses use NLP to understand how their…
Continue Reducing bias and ensuring fairness in data science
Posted on April 3, 2018 at 6:30pm 0 Comments 1 Like
Blog post by Henry Hinnefield, Lead Data Scientist at Civis Analytics
"When machine learning models make decisions that affect people’s lives, how can you be sure those decisions are fair?"
In our work at Civis, we build a lot of models. Most…
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