I’d hope anyone using this tool understands that names aren’t unique. So if your mother’s or father’s name shows up in that API, it only means someone else out there has the same name. People who are into conspiracy theories tend to love software like this because it helps them force a preexisting narrative to fit their conclusions.

Search for “John Smith” → https://analytics.dugganusa.com/api/v1/search?q=John+Smith&i...

Now search for “LoremIpsumDolor” (no spaces) → https://analytics.dugganusa.com/api/v1/search?q=LoremIpsumDo...

And, amusingly, “••• •••” (the author’s name) appears 164 times → https://analytics.dugganusa.com/api/v1/search?q=Christopher+...

edit: I removed the author’s name from this post, because the search results don’t really prove anything. Their first name is extremely common in the United States and returns 166 matches on its own, and their last name returns around 1,000. That’s exactly the point here: this API is doing basic name lookups, not confirming identities. Without additional identifiers (like location, email, phone number, or some kind of unique ID), these hits are essentially just name collisions and shouldn’t be treated as meaningful evidence.

Also, minor thing, there is no requirements.txt file based on the setup in README.md but I understand that it's only `requests` and it looks like even this is handled in the Python script.

In the README.md, the flag for the Connections.csv is actually `--connections`.

I'm also getting a `429 Client Error: Too Many Requests for url:` which sometimes resolves itself after a few requests for some reason. Not sure if `delay` needs to be increased.

For the sake of privacy of my own connections, I think it would be better to have an option to download all Epstein files locally (a great feature in and of itself) and then do a search.

Last edit: I got the results and it's all false positives from people who have common names. Most of the results in the search engine are based on badly done OCR from PDF's. I would have done the OCR with an vLLM, it would be much more accurate. I would highly recommend changing the search engine.

Thank you for this.