Không Đăng Nhập Facebook Được


Facebook provides a variety of data sets for zerovn.neters. Use this page to find the best fit for your work. Consult the chart below khổng lồ verify that the data you want is available in the data set you’re requesting.

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The Facebook Ad Library provides advertising transparency by offering a comprehensive, searchable collection of all ads currently running from across Facebook apps and services, including Instagram. Click the button below lớn request access lớn the Ad Library.

Ad Library

The Ad Library provides advertising transparency by offering a comprehensive sầu, searchable collection of all ads currently running from across Facebook Products, including Instagram.

Ad Library Report

The Ad Library Report allows users lớn explore, filter & download data for ads about social issues, elections or politics. Users can see overall spending totals, spending by specific advertisers và spkết thúc data by geographic location.

Ad Library API

The Ad Library API allows you to persize customized từ khóa searches of ads stored in the Ad Library. You can tìm kiếm data for all active & inactive sầu ads about social issues, elections or politics.

Learn More

About Facebook Ad Library


CrowdTangle is a public insights tool from Facebook that makes it easy to lớn follow, analyze, & report on what’s happening across social media. By providing privacy-safe public data & products, CrowdTangle has become the best way for outside organizations lớn have sầu greater transparency inkhổng lồ what’s happening on Facebook and Instagram. Clichồng the button below to lớn request access khổng lồ CrowdTangle.


CrowdTangle provides engagement metrics and analytics for public pages, public groups, verified profiles, và public Instagram accounts.

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About CrowdTangle

Data for Good

Facebook"s Data for Good program includes tools built from privacy-protected data on the Facebook platform, as well as tools developed using commercially and publicly available sources like satellite imagery and census data.

Access all publicly available Data for Good data sets here.

Population Density Maps

Our high-resolution maps are created using machine learning techniques khổng lồ identify buildings from commercially available satellite images, and overlaid with general population estimates based on publicly available census data & other population statistics. Data is available for over 150 countries.

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Future of Business Survey

In partnership with the World Bank & OECD, the Future of Business surveys the millions of small businesses on Facebook biannually. Countries available depover on the survey wave sầu but generally include over 100 countries.

Electrical Distribution Grid Maps

This predictive sầu model maps medium-voltage electrical distribution infrastructure in any country. Data are available publicly in six African countries.

The Inclusive sầu Internet Index

The Inclusive sầu Internet Index measures whether the mạng internet is accessible và affordable, & how much it enables social & economic mobility, in countries around the world. Data are publicly available for 86 countries.

Movement Range Maps

Movement Range Maps inform zerovn.neters và public health experts about how populations are responding to lớn physical distancing measures in the context of the COVID-19 pandemic. These data sets have sầu two different metrics: Change in Movement & Stay Put. The Change in Movement metric looks at how much people are moving around & compares it to lớn a baseline period that predates most social distancing measures. The Stay Put metric looks at the fraction of the population that appears lớn stay within a small area surrounding their home page for an entire day. Data are available publicly for around 150 countries. Learn more about Movement Range Maps on our blog.

COVID-19 Symptom Surveys

This dataphối contains two APIs with daily Symptom Survey data. The University of Maryl& API is for accessing global survey data & CMU API is for accessing U.S. survey data. Data are available for over 200 countries và territories. Learn more about the COVID-19 Symptom Surveys on our blog.

COVID-19 Preventive sầu Health Survey

The Preventive sầu Health Survey is designed lớn help policymakers and health zerovn.neters better monitor and understand people’s knowledge, attitudes & practices about COVID-19. The survey is fielded in 67 countries & territories with data available from MIT. Learn more about the Preventive Health Survey on our blog.

COVID-19 Forecasts

Facebook AI builds adaptive sầu models & collaborates with experts to help the world better understand the spread of the vi khuẩn. The COVID-19 forecasts produced by the models gives zerovn.neters và public health experts information that can help them with resource planning & allocation và early outbreak detection. These forecasts are developed using public, non-Facebook data, & serve as a tool lớn tư vấn our global efforts to lớn keep people informed as the pandemic evolves. Our data-driven methods achieve sầu strong performance when compared lớn other state of the art forecasts.

Additional Data for Good data sets require a license agreement.

Facebook xuất hiện Retìm kiếm and Transparency (FORT) provides academics & independent zerovn.neters with the tools & data they need lớn study Facebook’s impact on the world, with a focus on elections, democracy, and well-being. Learn more about the data sets we’ve sầu released và apply for access:

Ad Targeting Transparency Data SetsTargeting information for more than 1.65 million social issues, electoral, & political Facebook ads that ran during the three-month period prior to lớn Election Day in the United States, from August 3 to lớn November 3, 2020. Specifically, this includes an Ad Targeting data phối (the targeting information selected by advertisers running social issues, election, & political ads but as a privacy protective measure, excluding ads with fewer than 100 impressions) và an Ad Library data mix (social issues, election, và political ads that are part of the Ad Library product) so that zerovn.neters can analyze the ads và targeting information in the same environment. Learn more in the Facebook blog post on election-related ad data sets for zerovn.neters here.

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URL Shares Data SetThe URL Shares data mix includes differentially private individual-cấp độ counts of the number of people who viewed, clicked, liked, commented, shared, or reacted khổng lồ any URL (for any URL with at least 100 public shares) on Facebook between January 2017 và July 2019. Counts are aggregated at the màn chơi of country, year-month, age bracket, gender, and for U.S. users, political page affinity. The URL Shares data set is regularly updated to add additional year-months và countries. In order to maintain the independence of zerovn.neters who use these data, access to lớn the URL Shares is granted by Social Science One. New zerovn.neters are onboarded once per quarter & access is governed by a Retìm kiếm Data Agreement.