Global Certificate in Twitter Data Research
-- ViewingNowThe Global Certificate in Twitter Data Research is a comprehensive course designed to equip learners with essential skills in leveraging Twitter data for research purposes. This course emphasizes the importance of social media data in making informed decisions in various industries, including marketing, politics, and academia.
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⢠Twitter Data Foundation: Understanding Twitter Data Structure, Entities, and Metadata
⢠Data Collection Methods: API Endpoints, Tweepy Library, and DataStream Filters
⢠Data Cleaning & Preprocessing: Handling Missing Values, Noise Removal, and Tokenization
⢠Natural Language Processing: Sentiment Analysis, Named Entity Recognition, and Topic Modeling
⢠Network Analysis: Follower-Friend Relationships, Influencer Identification, and Community Detection
⢠Data Visualization: Matplotlib, Seaborn, and Tableau for Twitter Data Visualization
⢠Data Ethics & Privacy: Twitter ToS, User Consent, and Data Anonymization Techniques
⢠Case Studies & Applications: Twitter Data in Market Research, Politics, and Crisis Management
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