Data Visualization London Message Board › Contractor - Text mining (NLP) and D3 / Django development
|A former member||
The contractor will work with Mindshare (WPP) internal data science team to complete the development of a text mining tool.
This requires extensive experience with the Django web development framework, text mining / NLP algorithms, in both Python and R, and interactive data visualisation based on D3.
The tool is aimed at non-technical users and includes the following features:
• Data and project setup
• GUI for data cleaning (standardization of texts)
• Topic analysis (LDA)
• Sentiment analysis
• Interactive JQuery based GUI
• Simple D3 visualisations
The experience requirements are:
• At least 2 years of experience as a full stack development
• Understanding and ability to integrate D3 visualisation.
• Basic understanding of statistics and text mining techniques
• Preferably: previous experience with text analytics techniques