Data Analysis of Covid19 Tweets Using Python (Sentiment Analysis & KE)

Data Analysis of Covid19 Tweets Using Python (Sentiment Analysis & KE)

In this tutorial we will perform text analysis of Covid19 tweets using python. We will explore text preprocessing,sentiment analysis and keyword extraction (KE)

In this tutorial we will perform text analysis of Covid19 tweets using python. We will explore text preprocessing,sentiment analysis and keyword extraction (KE)

⏲️===TimeStamps===⏲️ 0:05​ Intro 0:30​ Where to get Dataset 03:00​ Load Dataset 04:25​ Task Outline 06:00​ Tweet Source Distribution 10:35​ Text Analysis of Tweet 10:47​ Text Preprocessing/Cleaning 13:20​ What to clean 22:20​ Sentiment Analysis 29:55​ Json Normalize for Dictionary 31:40​ Value Counts of Sentiment 32:50​ Countplot of Sentiment 33:20​ Keyword Extraction of Pos,Neg,Neutral Sentiment 36:00​ Removal of Stopwords 43:00​ Most common keywords 48:00​ Plot most common keywords 52:00​ Wordcloud plot 58:00​ Recap

💻 Code:https://github.com/jcharis

📝 Dataset: https://github.com/gabrielpreda/covid...

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python data-analysis

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