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TEXT ANALYISIS IN PYTHON (JUPYTER NOTEBOOK PREFFERED)

The Project is Purely Text Analysis. Preferably in Jupyter Notebook Python version 3.6. (All tasks in seperate notebook cells)

1. Load some Data in the form of Tweets (Already have the text from Tweets)

2. Seperate Tweets into dates: I mean date of publishing

3. For all the Tweets Published in a given day;

A. Remove the URLS

Calculate the pairwise Cosine Similarity . Save the data in a csv file.

Calculate the pairwise Jaccrad Similarity. Save the data in a csv file.

Calculate the TF_IDF Similarity. Save the data in a csv file.

B. Break the Tweet into Tokens

Remove stop words

Count the Frequency of top 10 occuring keyword for every day. Save the data into a csv file

Use Kmeans clustering to cluster word tokens...Save number of Clusters and Words in

Visualize Clusters and the words that are in that clusters in the form of word bubble

Skills Required: Python, Scikit, Text processing with python, Machine Learning

Δεξιότητες: Javascript, Python

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Σχετικά με τον Εργοδότη:
( 2 αξιολογήσεις ) ADELAIDE, Australia

ID Εργασίας: #16047711

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shivampanchal

I have a good hand on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm and ML algos, have also developed dashboards and Web Application and BI tools. Relevant Skills Περισσότερα

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DemonDeveloper

i am python AI developer so no one can do it better than me. Relevant Skills and Experience python AI Proposed Milestones $30 AUD - def

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coolancer12

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AItechnology

Have extensive experience in doing NLP projects using NLTK, TF IDF, countvectorizer, LSTM etc. Will provide you with the solution within 24 hrs Relevant Skills and Experience Machine Learning - NLTK, Gensim, LSTM, CNN Περισσότερα

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plikitik123

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webzonenetwork80

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Valuesolutions

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KNBLogos1

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aaronpearson

I understand the specifications and am confident that I can deliver the CSV files and visualizations that you require in the specified timeline. Relevant Skills and Experience I'm proficient in Python and have a backg Περισσότερα

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