Donalsdon Nlp Sentiment Analysis Capstone
●Worked as a project manager to successfully predict the trend of powertrain technology in heavy equipment industry.●Designed and implemented the schema of data collection, data cleaning, and sentiment analysis by Python and Google API; Extracted more than 100,000 comments by 10+ keywords related with 150+ companies; Generated sentiment scores for each comment; Utilized Tableau, R and Excel to create data visualization dashboard.●Successfully predicted the market of new energy powertrains; Improved the prediction accuracy by 75%.