The 10 coolest big data tools of 2025 so far include Databricks Lakebase, SAP Business Data Cloud and Snowflake Intelligence.

Scraping is not the only way to collect social media data; you can also use official APIs provided by the platforms, such as Facebook Graph API, Twitter API, or Instagram API.