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Top 23 Python Instagram Projects
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Osintgram
Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname
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instaloader
Download pictures (or videos) along with their captions and other metadata from Instagram.
To begin, we need to import some libraries that will help us collect and manipulate the data. In Python, libraries are sets of ready-made code that you can use in your own projects. The main library I will use here is Instaloader, and you can check its documentation at this link.
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holehe
holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.
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instagrapi
🔥 The fastest and powerful Python library for Instagram Private API 2025 with HikerAPI SaaS
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toutatis
Toutatis is a tool that allows you to extract information from instagrams accounts such as e-mails, phone numbers and more
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GramAddict bot
Completely free and open-source human-like Instagram bot. Powered by UIAutomator2 and compatible with basically any Android device 5.0+ that can run Instagram - real or emulated. (by GramAddict)
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ignorant
ignorant allows you to check if a phone number is used on different sites like snapchat, instagram.
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social-media-profiles-regexs
:card_index: Extract social media profiles and more with regular expressions
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Instagram-Comments-Scraper
Instagram comment scraper using python and selenium. Save the comments into excel.
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Instagram-Like-Comment-Bot
📷 An Instagram bot written in Python using Selenium on Google Chrome. It will go through posts in hashtag(s) and like and comment on them.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Instagram discussion
Python Instagram related posts
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Track Modifications to Instagram Accounts in Real Time
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Osint Tool for Tracking Changes to Instagram Account
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You can track changes someone makes to their Instagram account
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You Can Now Track Changes People Make to Their Instagram
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Web Scraping using Python
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Show HN: Insta2000 – Re-render Instagram locally, retro, and ad free
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A Simple Instagram Tracking Script Written in Python
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Index
What are some of the best open-source Instagram projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | InstaPy | 16,984 |
| 2 | Osintgram | 10,044 |
| 3 | instaloader | 9,101 |
| 4 | holehe | 7,876 |
| 5 | instagrapi | 4,536 |
| 6 | Instagram- | 4,316 |
| 7 | instagram_private_api | 3,018 |
| 8 | toutatis | 2,153 |
| 9 | InstaLooter | 2,027 |
| 10 | GramAddict bot | 1,221 |
| 11 | ignorant | 1,101 |
| 12 | Insomniac | 699 |
| 13 | social-media-profiles-regexs | 611 |
| 14 | instagram-location-search | 583 |
| 15 | yesitsme | 566 |
| 16 | PyInstaLive | 550 |
| 17 | Instagram-SSL-Pinning-Bypass | 455 |
| 18 | terra | 370 |
| 19 | instagram-bot-dm | 331 |
| 20 | Instagram-Comments-Scraper | 150 |
| 21 | Instagram2Fedi | 97 |
| 22 | instaunfollowers | 86 |
| 23 | Instagram-Like-Comment-Bot | 70 |
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