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instagram scrape
34.4 million public Instagram profiles and 47.1 million hashtags. this is a one-time snapshot and won't be updated.
from datasets import load_dataset
profiles = load_dataset("tiagozip/instagram-81M", "profiles", split="train")
hashtags = load_dataset("tiagozip/instagram-81M", "hashtags", split="train")
format
| config | rows | notes |
|---|---|---|
| profiles | 34,441,106 | one row per account, by id |
| hashtags | 47,085,680 | one row per hashtag, by id |
profiles
| column | type | notes |
|---|---|---|
id |
uint64 | Instagram user id |
username |
string | |
fullname |
string | |
bio |
string | |
url |
string | link in bio |
followers_count |
uint64 | at fetch time |
media_count |
uint64 | at fetch time |
gender |
uint8 | 0 unknown, 1 or 2 inferred |
category_id |
uint64 | business or creator category, 0 when not set |
category_en |
string | category name, like "Artist" or "Digital Creator" |
email |
string | contact button on business and creator accounts |
phone |
string | contact button on business and creator accounts |
location_country |
string | |
location_state |
string | |
location_region |
string | |
location_province |
string | |
location_county |
string | |
location_municipality |
string | |
location_city |
string | |
location_town |
string | |
location_village |
string | |
location_hamlet |
string | |
location_island |
string |
hashtags
| column | type | notes |
|---|---|---|
id |
uint64 | |
name |
string | without the # |
media_count |
uint64 | posts using the tag, at fetch time |
status |
uint8 | 1 for 47.08M tags, 0 for 4,173, 2 for 6 |
license
disclaimers
access can be revoked at any time and all data is provided as-is. this dataset contains personal information about real people, a lot of whom are not public figures. please be respectful. every profile in this dataset was publicly visible at the time it was fetched, and the email and phone columns come from the public contact buttons on business and creator accounts.
Instagram is a trademark of Meta Platforms, Inc. this dataset is independent and unaffiliated.
opting out
you may opt out at optout.tiago.zip.
citation
@misc{instagram81m,
title = {instagram-81M: public Instagram profiles and hashtags},
author = {tiagozip},
year = {2026},
url = {https://huggingface.co/datasets/tiagozip/instagram-81M}
}
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