NLP with Python 3: Topic visualisation in interactive charts
€750-1500 EUR
Completed
Posted about 5 years ago
€750-1500 EUR
Paid on delivery
I am searching for experienced data scientist / machine learning engineer, who can help to build a set of data visualisations for textual corpora. I have 150 raw text files, which are digitized book copies of historical prints (18.–19. century) and I want to:
A.
1. build an interactive scatter plot that projects book into timeline and will render book metadata when hovering over the data point
2. will provide top keywords frequency historgram for each data point, or for the set of data point chosen interactively by the user (eg. user marks the area of the chart)
3. will provide topics extracted for each data point, or for the set of data points chosen by the user
B.
Run an ML algorithm that will identify clusters based on document similarity. Visualise outcomes of such analysis.
C. (to-be-confirmed)
Build a Theme River chart with keywords or topics change/frequency over time.
The outcomes should be presented in HTML page optimised for Chrome browser run on localhost.
For inspiration, here is the similar project for the Task A.: [login to view URL]
This is a high-level brief of the project, details needs to be discussed specifically.
mphill in computer science having seven years of experience in Python development with strong grip on machine learning and data mining.
I have read your project description and I am very interested in your project.
I need some discussion.
Hi,dear. I am very interested in your project - 'NLP with Python 3: Topic visualisation in interactive charts'. I've already done this kind of project before. I'm a professional programmer with 12 years of experience. If you award me, I'll implement all of your requirements in a short time.
Skills:
Data Mining, Machine Learning, Python