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Meta Content Library

Meta Content Library is a controlled-access tool that lets approved academic and non-profit researchers search the full public archive of Facebook, Instagram, and Threads posts, in near-real-time.

Last updated 13 days ago

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While this is a free tool, access is strictly limited to academic researchers and journalists working at not-for-profit organisations. Individuals can to these tools at the at the University of Michigan. If you intend to use it for research purposes, make sure to keep in mind the application time: The review process typically takes between , but can take up to for multi-agency data access requests or if are needed.

(as of the most recent update from May 5th, 2025)

Description

The Meta Content Library is a research tool providing vetted academic and non-profit researchers access to public posts from Facebook, Instagram, and Threads. It allows near real-time and historical analysis of social media content, facilitating studies on political discourse, public health trends, misinformation, and more. (Replaces deprecated CrowdTangle for research at scale; the only Meta-sanctioned source that exposes view-count (“exposure”) data.)

The platform features:

  • (UI): A web-based dashboard for content search and filtering.

  • Access: Programmatic access for large-scale queries (Python or R via ICPSR's secure Virtual Data Enclave).

  • , the Library includes all public Threads posts that meet the 1 k-follower rule; engagement metrics and OCR text-in-image search work for Threads too.

  • Advanced Filtering: Keyword searches, engagement metrics, date ranges, and language filters.

  • Engagement Insights: View counts, reactions, shares, and comments with hashed user IDs.

  • Historical Data: Access dating back to Facebook's launch (2004), with updates in near real-time.

  • Downloads: Available for accounts meeting the "widely known" criteria (e.g., Facebook Pages with ≥15,000 followers, Instagram accounts with ≥25,000 followers, Threads public profiles ≥ 1 000 followers). CSV export is only for Facebook & Instagram posts that meet the “widely-known” criteria; Threads is UI-only for now.

  • Privacy Protection: Content is subject to deletion/privacy settings, ensuring ethical use.

Details on Features and Limits

Features and Functionality

Engagement Metrics Available

  • Post Engagement Details: For each post in the library, Meta provides engagement metrics. Researchers can see the number of reactions (including likes and other reactions), comments, and shares each post received​.

  • Comments Data: In addition to posts, public comments on Facebook (and recently Instagram comments via the API) are accessible, allowing analysis of discussion threads in public forums​. All these metrics and content types are available both through the UI and via API output in the data.

Eligible Content and CSV Download Criteria

  • CSV Exports: Researchers can download query results as CSV files through the Content Library interface for these eligible accounts. Meta officially enabled CSV exports of “certain publicly-accessible content posted by widely-known figures” in 2024 as part of the toolkit’s features​. This allows offline analysis of posts and their metrics. (For instance, a researcher could query all posts matching a keyword from high-follower accounts and export the data for analysis in a spreadsheet or statistical software.)

Query Limits and Data Usage Quotas

Cost

Level of difficulty

Moderate difficulty: The UI is user-friendly, but API access requires coding knowledge and data analysis skills.

Requirements

Limitations

  • Restricted Access: Only available to approved researchers (not the general public).

  • Data Privacy: Deleted/private posts become unavailable; raw data cannot be exported from the API.

  • Query Limits: API access has a weekly cap of 500,000 retrieved content items.

  • Replication Challenges: Due to content deletion or privacy changes, perfect replication of results can be difficult.

Ethical Considerations

  • Privacy Compliance: Researchers must respect data privacy and ethical standards.

Guide

Tool provider

Advertising Trackers

Page maintainer

Martin Sona

Search Capabilities: The Meta Content Library allows researchers to search across public Facebook and Instagram content with advanced filters. This includes keyword . Notably, the platform can even search for text contained within images, thanks to Meta’s OCR integration – searches now include​.

UI and API Access: The tool is accessible via a as well as a , both backed by the same near-real-time database of public content​​. This dual access means researchers can either interact with the data through a visual interface or query it using code, according to their needs.

Content Coverage: Meta Content Library provides comprehensive access to public posts from plus public content from . As of , it was expanded to include Threads posts as well, further broadening the cross-platform scope of publicly accessible content​. All data is updated in near real-time, ensuring timely analysis.

View Counts: Importantly, the Content Library also surfaces post view counts – the number of times people viewed the post. This “exposure” data helps researchers understand reach, not just interaction. (For example, Meta notes that giving insight into how many people potentially saw a piece of content​.)

“Widely Known” Accounts: The Content Library focuses on posts from high-profile public sources. According to Meta’s documentation, it includes: (This covers prominent individuals and organizations on Facebook, as well as Instagram/Threads accounts meeting that follower threshold or verification status.) In other words, only content from these widely-followed or verified accounts is available for search and CSV export – aligning with Meta’s definition of “widely-known figures and organizations” ​().

Cross-Platform Inclusion: This criterion applies across Facebook and Instagram. For example, Instagram business and creator accounts that are public and have at least 25k followers (or a verification badge) are included in the library ​(). The same goes for Threads profiles (which are tied to Instagram accounts) meeting the 25k-follower mark. On Facebook, public profiles (personal accounts) with a This ensures that CSV downloads are limited to content from Pages and users with significant public followings.

Weekly Query Budget: Meta imposes a rate limit on how much data can be retrieved to ensure manageable use. Official documentation specifies a maximum of 500,000 content items (posts, etc.) that each researcher can retrieve ​. In other words, the Content Library caps results at 500,000 per week per user. This limit is in line with Meta’s data access policies to prevent abuse while still allowing large-scale research queries.

CSV Download Limits: Crucially, any results downloaded as CSV count toward that weekly quota. Meta notes that ”​. There is no separate higher limit for CSV exports – the same 500k/week cap applies. If a researcher exports 100k rows today, it consumes part of the 500k allotment for the current 7-day window.

Other Limits: Aside from the 500k-per-week retrieval cap, all queries are subject to the platform’s standard rate limiting rules (e.g. requests per second via API, etc., as outlined in developer docs). The tool does not allow tracking beyond this limit, and it currently does beyond the data returned at query time (unlike some features had). There is also an access restriction – the Content Library is only available to vetted academic and non-profit researchers, who must apply through the Meta Transparency Center/ICPSR process.

Researchers must be affiliated with an

Applications are vetted by the Inter-university Consortium for Political and Social Research.

No required, but applicants must submit a research agenda.

User interface access is available upon approval; API access requires a separate credential, which requires additional documentation (research proposal approved by your IRB). No raw-file download from the API; analysis must stay inside the VDE.

No Personal Identifiers: User data is unless the account is a public entity.

: Researchers must delete data older than 180 days that is no longer in the library.

No User Tracking: The platform does not allow of individuals.

Use Limitations: Data cannot be used for.

Official Documentation:

ICPSR Social Media Archive:

is a comprehensive evaluation by Hickey, Dowling, Navia, and Pershan (2024, Mozilla Foundation). The study assesses how major platforms, including Meta, provide researchers access to public data under the Digital Services Act, with a focus on usability, transparency, and technical limitations. It highlights the platform's dual-access approach via a user-friendly dashboard and API while also noting challenges such as data consistency and limited documentation that can affect replicability and broader research applications.

In this two-part webinar series, led by under the , researchers at the University of Glasgow and specialists from Meta discuss the Meta Content Library’s evolving capabilities. The focuses on core concepts such as keyword-based searches and privacy safeguards for analyzing public Facebook and Instagram data. The highlights newly added features, including comment-level data, text-in-image matching, and Threads integration, to support more advanced social media research.

. Menlo Park, California, U.S

https://transparency.meta.com/researchtools/meta-content-library
apply for access
Inter-university Consortium for Political and Social Research (ICPSR)
2-4 weeks
3-6 months
additional reviews
User Interface
API
Since Feb 2025
CSV
queries with support for exact phrase matching
text found in images posted on Facebook or Instagram
web-based graphical User Interface (UI)
programmatic API
Pages, Groups, and Events on Facebook,
Instagram creator and business accounts
September 2024
“the Content Library does provide view counts,”
Facebook Pages with 15,000 or more likes or followers, and public personal accounts that are either verified or have 25,000+ followers​.
assets.mofoprod.net
socialmediaarchive.org
blue check or 25k followers qualify, as do Pages with 15k fans​.
in a rolling seven-day period, counting both UI and API queries together
“results in downloaded CSV files from Content Library will be counted towards your 500,000 total search results limit
not support historical post performance tracking over time
CrowdTangle
academic or non-profit institution.
(ICPSR)
IRB approval
virtual data enclave (VDE)
hashed
Data-retention rule
longitudinal tracking
surveillance or commercial purposes
Meta Transparency Center
https://www.icpsr.umich.edu/
"Public Data Access Programs: A First Look"
Professor Anja Neundorf
DEMED project
first session (2023)
second session (2025)
Meta Platforms, Inc