Category: NLP
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Automated Data Wrangling 2
As discussed in the original post, we are trying to answer the question, “can we automate the data wrangling process, and more specifically can data and words be associated dynamically through the use of ontologies?” On the surface, this appears to be an extremely complicated problem, and it is. However, NASA has done the same…
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Automation of Data Wrangling
Ask any data scientists how they spend most of their time and they will tell you “understanding the data, and then cleaning, and organizing that data into a useable format,” or just plain “data wrangling.” Bottom line is that most of the data wrangling problem is caused by the lack of metadata management, or just…
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Natural Language Processing and Sentiment Analysis
Why is it there is no “Boring” button for posts on Facebook, Twitter, LinkedIn, and most other social media sites? It would make sentiment analysis so much easier. My opinion, it is to maintain some semblance of decorum and civility, as well as sparing people’s feelings. It’s bad enough when you get a 1,000 views,…
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NLP – Resume Analysis in R
Natural Language Processing (NLP) is a field of study involving the interaction between computers and the human spoken and written languages, which implies both understanding and communicating. This can become very complicated as you might have already guessed, and many people have simplified it to the point of being about data driven word clouds, or…