Tourist Attractions in Bangladesh

Tourist attractions in Bangladesh dataset is the information and statistics about the popular destinations and landmarks that attract tourists in Bangladesh. This dataset contains information about visitor numbers, demographics, visitor satisfaction, popular landmarks, museums, national parks, historical sites, amusement parks, and economic impact.
There are 495 sub-districts or upazilas in Bangladesh. The information regarding the upazilas was collected from the official outlet of the Bangladesh government, which is responsible for providing any official administrative information. Then, with the help of Google Places API, we gather information on attractive places on each upazila based on three keywords: points of interest, historical places, and tourist places. We collected information on about ten places for each keyword in each upazila.
The collected data was JSON-encoded. Each record contains features like title, which is the place's name, upazila name, longitude, latitude, rating, rating count, category, id, and keyword. However, the raw dataset was not in proper format with suitable information. After processing all the records by data integration, validation, feature extraction, outlier removal, and pre-processing, we finally have 13,813 records about tourist spots across Bangladesh. To increase the portability and usability on different systems, the entire dataset was also converted to CSV, JSON, and SQL formats. Many titles and place names are in the Bangla language. Therefore, a separate dataset has been prepared that contains all information translated in English.