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Aims to predict influencers on social media.

Jupyter Notebook 100.00%
classification-algorithm data-science feature-engineering financial-analysis machine-learning network-analysis python social-media webscraping

social_media_analysis's Introduction

social_media_analysis

In this project, we will first use training data on social influence to build a model to predict influencers, and to find out the important predictors of influence, and to quantify the financial value of influence. We will use different machine learning algorithms to choose the one that yields the highest accuracy score.

And then we will collect about 5,000 tweets about Tesla, and use the predictors from previous steps to identify top 100 influencers

See Social Media Analysis Jupyter Notebook for detailed analysis

All the external data used and outputs of the project are in the data_used&output folder

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