u/asdf506

I scraped ~10,000 posts on this sub to see if my weirder EoE symptoms show up for other people too — top 30 below

I scraped ~10,000 posts on this sub to see if my weirder EoE symptoms show up for other people too — top 30 below

Hi all — fellow EoE patient (diagnosed late 2025). I have a few symptoms I associate with my EoE that don't show up much in the clinical literature, and I kept wondering whether other people here experience them too. So I pulled ~10,000 posts from r/EosinophilicE, ran them through an LLM-based extraction pipeline, and clustered everything into ~60 canonical symptoms. The extractor wasn't given a checklist — it pulled whatever phrasing each author used ("food gets stuck," "throat feels tight," "something lodged") and grouped them based on what was found.

Top 30 symptoms across 4,361 symptomatic posts (2,811 distinct authors):

canonical % of authors w/ symtomatic post example_phrases
dysphagia 41.3% difficulty swallowing; dysphagia; trouble swallowing
food impaction 37.1% food impaction; food getting stuck; food getting stuck in throat
acid reflux / heartburn 22.9% heartburn; acid reflux; reflux
throat tightness 17.6% throat tightness; chest tightness; throat tightening
vomiting 15.9% vomiting; vomiting food; throwing up
chest pain 15.7% chest pain; chest pains; chest discomfort
stomach pain 13.3% stomach pain; abdominal pain; stomach aches
choking 12.1% choking on food; choking; choking episodes
difficulty eating 10.7% difficulty eating; unable to eat solid food; unable to eat
weight loss 9.9% weight loss; significant weight loss; underweight
sore throat 9.6% sore throat; throat pain; throat irritation
nausea 9.1% nausea; chronic nausea; nausea after eating
globus sensation 8.7% globus sensation; lump in throat; globus
regurgitation 8.5% regurgitation; regurgitating; regurgitating food
burping 8.0% burping; belching; constant burping
shortness of breath 7.6% shortness of breath; difficulty breathing; trouble breathing
pain (general) 6.7% pain; severe pain; constant pain
fatigue 6.4% fatigue; exhaustion; extreme fatigue
flare-up 6.4% flare ups; flare up; bad flare up
esophageal pain 6.0% esophageal pain; esophagus pain; pain in esophagus
mucus/phlegm 5.5% mucus in throat; phlegm; excess mucus
coughing 5.4% coughing; dry cough; cough
esophageal inflammation/swelling 5.3% swollen esophagus; esophageal inflammation; swelling
burning sensation 4.6% throat burning; burning; burning sensation
itching 4.2% itchy throat; hives; tongue tingling
esophageal spasms 4.2% esophageal spasms; throat spasms; esophageal spasm
bloating 4.1% bloating; early satiety; bloated
pill getting stuck 3.7% pills getting stuck; pills getting stuck in throat; pill getting stuck in throat
diarrhea 3.7% diarrhea; blood in stool; diarrhoea
throat clearing 3.3% throat clearing; post nasal drip; constant throat clearing

A few caveats worth being upfront about:

  • The mapping from raw phrases to canonical symptom groups involves judgment calls. Whether "throat tightness" and "chest tightness" belong together, whether "heartburn" lives with "acid reflux" or with "burning sensation" — none of these are obvious. The full mapping is in the repo and is hand-editable; I'd genuinely welcome pushback on it.
  • Reddit posts skew toward people having a hard time. Someone whose EoE is well-controlled doesn't post much. So this isn't a prevalence estimate — it's a picture of what gets talked about here.
  • One author can post many times. The full CSV reports both per-post and per-author counts so you can see how much that matters. (Spoiler: it doesn't change the ranking much.)

Honestly, my biggest takeaway from doing this was just personal — most of the symptoms I thought were unusual show up plenty in other people's posts. Code, full per-symptom CSV with example phrases, and methodology: github.com/cjensen506/reddit-eoe

u/asdf506 — 9 days ago