Real-Time Tweets Processing & Analysis (CD-CapB16)

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Real-Time Tweets Processing & Analysis (CD-CapB16)

Phase:	Theme
Theme:	Theme - Capacity Building (Theme - CapB), Activity - Curriculum Development (Activity - CD)
Status:	Active
Start Date:	2021-03-13
End Date:	2021-03-13
Lead
Lefsrud, Lianne

HQP

Gutierrez Gutierrez, Candelario

Project Overview

Objective

This tutorial is intended to give an introduction to the data stream context through a hands-on experience. We will work on the deployment of a modular and flexible real-time data processing pipeline that is going to be capable of materializing insights from tweets and generate visualizations for analysis.

The tutorial will have 4 modules and a bonus analysis, as follows:

Module 1: Twitter Developer Account Creation Process & Tweepy Client

Module 2: Processing Tweets with Kafka

Module 3: Storing Processed Tweets in PostgreSQL

Module 4: Visualizing & Analysing Metrics with Superset Module 5: Development Considerations for a System in Production

Bonus: Sentiment Analysis with NLTK Library

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