I will gather data for you from various sources, manually, programmatically by web scraping or by querying an API. I will assess your data for issues that would prevent you from analyzing it. I will also clean your data and solve any required issues. I have worked on projects before where I gathered data from more than one source including Twitter's API and cleaned the data to extract meaningful insights and represented these insights in interactive visualizations.