jsonscraper
Markets

How to Assess TikTok Lead Quality from Public Videos: A Step-by-Step Python Pipeline

A practical workflow for marketers and developers: search public TikTok videos using audience queries through the TikTok Scraper API, save the raw responses, deduplicate videos, and rank them using explicit rules. Includes a Python script that handles two response structures and passes the API key securely.

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How to Archive TikTok Search Results with Python

A practical approach to building a daily archive of public TikTok videos: query the documented jsonscraper endpoint, save the original JSON responses, and normalize the data after inspecting a sample.

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RTX Spark Is Now Available: What Local AI on Windows on Arm Means for Developers

On October 16, NVIDIA announced that RTX Spark laptops are available from six manufacturers. For developers, the key change is the combination of Blackwell, CUDA, and new Windows on Arm tools; practical evaluation starts with checking dependency compatibility and measuring the complete workflow.

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