Disclosures and Disclaimers

Disclosures

Data governance and sources described in this document may change from time to time and the metrics presented here may not be representative of current operations at Meta. Due to issues such as erroneously logging the data sources from which these metrics are created, these metrics may suffer from fluctuating data quality and incompleteness, which may lead to fluctuating accuracy. We disclose known fluctuations where possible.

Individuals using this data are responsible for conducting standard and thorough data cleaning processes, and are responsible for ensuring that their analyses are accurate. It is expected there may be issues with the data when conducting their analysis. We encourage individuals to share any findings with us. This may include, but is not necessarily limited to, data quality, validity, or fidelity issues. Given the historical nature of the data and lapsed retention periods, we may not be able to fix the issues identified, but in such cases we will work to disclose them. Please reach out to us through Direct Support.

Disclaimers

Meta works diligently and utilizes a variety of quality assurance measures to improve the accuracy, quality, and reliability of the data it shares for research purposes. However, given the volume of data released and the imperfection of any quality assurance process, inaccuracies persist. Meta makes no representation or warranty, express or implied, including without limitation, any warranties of fitness for a particular purpose or warranties as to the quality, accuracy or completeness of data or information. By accessing this data, individuals acknowledge that the data may contain some nonconformities, defects, or errors. Meta does not warrant that the data will meet all needs or expectations, that the use of the data will be uninterrupted, or that nonconformities, defects, or errors can or will be corrected.