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Data Science

Using text and image analysis for cool, fun and insightful data science projects.

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Data Science

Web Summit 2016 according to Twitter: Text mining 80,000 tweets

November 29, 2016

Intro Dubbed as Europe’s largest technology marketplace and Davos for geeks, the Web Summit has been going from strength to strength in recent years a...

Data Science

Using NLP and Text Mining to understand how media coverage influenced the US presidential election

November 18, 2016

Intro The 2016 US Presidential election was one of (if not the) most controversial in the nation’s history. With the end prize being arguably th...

Data Science

A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis

September 22, 2016

Sentiment analysis is widely used to gauge public opinion towards products, to analyze customer satisfaction, and to detect trends. With the prolifera...

Data Science

Source Code Classification Using Deep Learning

August 30, 2016

Programming languages are the primary tool of the software development industry. Since the 1940’s hundreds of them have been created and a huge amount...

Data Science

Euro 2016 according to Twitter; Sentiment Analysis of 27M tweets

July 21, 2016

Introduction The dust has truly settled on what was one of the biggest sporting occasions of the year, the 2016 European Championships. The worldwide ...

Data Science

Analyzing the structure and effectiveness of news headlines using NLP – Part 1

April 29, 2016

As you may know we recently launched a new service offering, our News API, and over the past week or so we’ve been using it to run some little experim...

Data Science

What does the news tell us about the Panama Leaks? (News Analysis case study)

April 6, 2016

Dubbed the biggest leak of its kind ever, bigger than WikiLeaks and Edward Snowden’s leak in 2013, the Panama Leaks has shed light on how the world’s ...

Data Science

Who won the ads battle at Super Bowl 50? We analyzed the sentiment of tweets to find out

March 4, 2016

  Introduction On Monday we showed you how we analyzed 1.8 million tweets associated with Super Bowl 50 in order to gauge the public’s reaction to the...

Data Science

Super Bowl 50 According to Twitter; Sentiment Analysis of 1.8 Million Tweets

February 26, 2016

Introduction At AYLIEN we like to use topical and interesting events like the FIFA World Cup and the Super Bowl to showcase our technology in a simple...

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