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ds_imdb_nlp's Introduction

IMDB Natural Language Processing: Project Overview

Code and Resources Used

Python Version: 3.8
Packages: pandas, spacy, wordcloud, matplotlib, sklearn, word2vec
Dataset: IMDB: TMBD Movie metadata

Data Cleaning

Model graphs

confusionmatrix
Actual and predicted values by confusion matrix. That gives a holistic view of the performance of the model.

negativewordcloud
A top negative words representation of movie reviews

elbowmethod
Doing some clustering metrics to determine the optimal number of cluster for k-means

word2vec
A vector representation of words

ds_imdb_nlp's People

Contributors

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