I am an experienced data scientist skilled in Twitter's API and social media data collection. I propose leveraging Twitter's API and robust scraping tools to gather data on trending topics as per your requirements.
Approach:
Data Collection: Utilize Twitter's API or web scraping tools to gather trending topics data globally or as requested.
Data Organization: Clean, structure, and organize data into a clear, concise format such as CSV or JSON.
Data Analysis: Analyze data to identify trends, patterns, and provide actionable insights.
Skills:
Expertise: Proficient with Twitter's API, web scraping, and data analysis tools.
Tools: Experienced with Python, pandas, NumPy, and visualization tools (Matplotlib, Seaborn).
Data Management: Strong ability to handle and interpret large-scale social media data.
Timeline and Communication:
Offer regular updates on progress and analysis.
Timely delivery of data and insights based on your schedule.
Let's discuss your specific data points and depth requirements to finalize the project scope and timeline. Looking forward to the opportunity to work with you.