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NLP with Python 3: Topic visualisation in interactive charts

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.

Kemahiran: Perlombongan Data, Pembelajaran Mesin, Python

Lihat lagi: twitter topic modeling python, lda python gensim, lda optimal number of topics python, gensim topic modeling example, python visualization tools, topic modeling python example, text data visualization python, topic analysis nltk

Tentang Majikan:
( 2 ulasan ) Prague, Czech Republic

ID Projek: #19026723

Dianugerahkan kepada:

€1388 EUR dalam 20 hari
(6 Ulasan)
4.4

5 pekerja bebas membida secara purata €1178 untuk pekerjaan ini

utkarshkatiyar19

Hi I'm an expert in python programming and data science. I'm sure that I can easily do this project. We can have a about it. Thanks..

€1250 EUR dalam 20 hari
(31 Ulasan)
5.3
usmanhassan123

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 Lagi

€750 EUR dalam sehari
(9 Ulasan)
4.1
SecureForYou

Hi,dear. I understand your proposals and I am very interested in this job - 'NLP with Python 3: Topic visualisation in interactive charts'. I am senior software developer and I am able to perform this task in timely ma Lagi

€1250 EUR dalam 7 hari
(0 Ulasan)
0.0
naishodayo

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. Lagi

€1250 EUR dalam 7 hari
(0 Ulasan)
0.0