From 4f24eec4e71c74bdc560bf289d001fc663fabc70 Mon Sep 17 00:00:00 2001
From: Kishor Kumar Reddy Mannur
 <56210619+mannurkishorreddy@users.noreply.github.com>
Date: Sat, 16 Dec 2023 11:04:18 -0600
Subject: [PATCH] Update README.md

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 README.md | 5 ++++-
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-# twitter_sentiment_analysis
+# Twitter Sentiment Analysis Using Big Data Frameworks and NLP
 Analyzing Sentiment and Trends from about 1 million tweets obtained from Twitter (rebranded as X)
+
+Conducted comprehensive research, implemented advanced analytics, EDA focused on user interaction data in the data sets of 1 million tweets, offering strategic recommendations for engagement optimization. Managed NoSQL (JSON) data from API sources, handling 125 feature columns in the data.
+Leveraged Python (numpy and pandas) data driven analytics to analyze market trends, NLP techniques and VertexAI Workbench to forecast sentiment analysis on 350,000 unique tweets.