I require an expert in data extraction and analysis to gather reviews and location data from approximately 47,000 places on Google Maps, based on input data that I will provide (company name, geolocation, and address).
The successful freelancer must be proficient in data scraping using Python and data manipulation. They should also be able to specify a reproducible method and tool for this task. The gathered data will be used for analysis and insights, primarily to conduct sentiment analysis on the reviews.
The specific data I need includes:
1. Reviews: with details on date and content
2. Additional data from the location: including opening times and popular times
The list of locations will be provided in a CSV/xlsx file.
Please include in your proposal the method and tool you plan to use, along with relevant examples of your previous work. I prefer to receive the extracted data in CSV format.