What Are the Best Tools and Techniques for Effective Data Aggregation? or How Can Data Aggregation Im

The API timeouts kill me. I’ve started using Celery with retries for async tasks, and it’s been a lifesaver.

For data aggregation, Matillion is great if you’re in the cloud. And for duplicates, Python’s fuzzywuzzy helps match similar records.

Hang in there—it gets easier (kinda).