The number of Facebook users in the United States was forecast to continuously increase between 2024 and 2028 by in total 12.6 million users (+5.04 percent). After the ninth consecutive increasing year, the Facebook user base is estimated to reach 262.8 million users and therefore a new peak in 2028. Notably, the number of Facebook users of was continuously increasing over the past years.User figures, shown here regarding the platform facebook, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

The data was gathered from numerous Facebook pages that host live sales sessions. This data set consists a total of 1000 data from January 2022 to December 2022. The data set has 9 columns, - Date: The date the live session was conducted. - Time: The time of the live session. - Page Name: The page which conducts the live session. - Product Name: Which products session it is - Category: Which types of products the session is? - Origin: Which country's product it is? - No of reaction - No of Comments - No of Share

Note: No of reaction, No of comments, and No of share are numeric only.

Between May 2020 and May 2021, only 18.87 percent of brand's video posts on Facebook were live videos. In comparison, 81.13 percent of brand's video posts were pre-recorded. The majority of brands posting pre-recorded videos was due to the ability edit and have control over what will be seen in the content.

As of October 2025, India had the largest Facebook audience worldwide, with over 403 million users. To put this figure into perspective, if India’s Facebook user base were a country, it would rank as the third most populous nation globally. Besides India, three other markets had more than 100 million Facebook users each: the United States, Indonesia and Brazil. Facebook – the most used social media Meta, the company that was previously called Facebook, owns four of the most popular social media platforms worldwide, WhatsApp, Facebook Messenger, Facebook, and Instagram. As of the third quarter of 2021, there were around 3.5 billion cumulative monthly users of the company’s products worldwide. With around 2.9 billion monthly active users, Facebook is the most popular social media worldwide. With an audience of this scale, it is no surprise that the vast majority of Facebook’s revenue is generated through advertising. Facebook usage by device As of July 2021, it was found that 98.5 percent of active users accessed their Facebook account from mobile devices. In fact, almost 81.8 percent of Facebook audiences worldwide access the platform only via mobile phone. Facebook is not only available through mobile browser as the company has published several mobile apps for users to access their products and services. As of the third quarter 2021, the four core Meta products were leading the ranking of most downloaded mobile apps worldwide, with WhatsApp amassing approximately six billion downloads.

Facebook probably needs no introduction; nonetheless, here is a quick history of the company. The world’s biggest and most-famous social network was launched by Mark Zuckerberg while he was a...

Facebook has over 3 billion monthly active users. That’s about 36% of the world’s entire population that log in and use Facebook at least once a month.

With roughly three billion monthly active users as of the second quarter of 2023, Facebook is the most used online social network worldwide. The platform surpassed two billion active users in the second quarter of 2017, taking just over 13 years to reach this milestone. In comparison, Meta-owned Instagram took 11.2 years, and Google’s YouTube took just over 14 years to achieve this landmark. As of January 2022, Facebook’s leading audience base was in India, with almost 330 million users whilst the United States ranked second with an approximate total of 179 million users. The platform also finds remarkable popularity in Indonesia and Brazil. Social Media usage in the United States In January 2021, Facebook was the platform on which users in the United States spent the most time per day. The average time spent on Facebook was 33 minutes, followed by TikTok with 32 minutes and Twitter with 31 daily minutes. Due to the COVID-19 outbreak in 2020, all major social media platforms saw an increase in daily usage, which then either plateaued or decreased in 2021. At the end of 2021, over a quarter of all Facebook users in the United States belonged to the 25 to 34 year age group and 18.2 percent of users were in the 35 to 44 year age group. In general, Facebook users were more likely to be female. Meta Platforms Meta is Facebook’s recently renamed parent company and had a grand total of 3.59 billion core product users by the final quarter of 2021. Other Meta products include Instagram, Facebook Messenger, WhatsApp and Oculus – Meta’s virtual reality subsidiary which produces VR headsets. In 2021, Meta's revenue amounted to 117 billion US dollars, up from around 86 billion U.S. dollars in the previous financial year.

The average Facebook user spends about 19.6 per month on Facebook every month. This works out to be about 39 minutes per day.

56.5% of Facebook users worldwide are male. This is in direct contrast to only 43.5% of Facebook being female.

Discover the explosive growth of the video live social platform market! This in-depth analysis reveals market size, CAGR, key trends (like AR/VR integration and mobile dominance), leading companies (Facebook Live, Instagram Live, YouTube Live, etc.), and regional insights. Learn how the market is evolving and its future potential.

Meta reported $10.91B in Cost of Sales for its fiscal quarter ending in December of 2025.Data for Meta | FB - Cost Of Sales including historical, tables and charts were last updated by Trading Economics this last March in 2026.

Meta reported $366.02B in Assets for its fiscal quarter ending in December of 2025.Data for Meta | FB - Assets including historical, tables and charts were last updated by Trading Economics this last March in 2026.

This fileset contains a series of screenshots taken from our facebook advertising account. A few days ago we noticed that some negative "SEO" tactics, for lack of a better term, were having a negative impact on the performance of ads and fan engagement on the facebook page that we've been building.

I developed a custom software package, which utilizes nueural networks I've developed, to identify a target demographic, and suggest advertising content for said target demographic.

After a short training period we were able to create advertisemsents on facebook that averaged a cost of 0.01 cents per like. We also had a fan page engagement of nearly 4 times that of major brands like Wal-Mart.

Shortly after we began to obtain success we started noticing problems with our page. Since we have a stalker issue, we determined that the issues with our page were likely related to him.

We assued this because we had a disproportinately high number of spammy, negative, and inapporpriate comments on our posts. Offline harassment of our staff by the stalker also increased significantly during this time.

Curiously, we believe that the incident with the stalker allowed us to ascertain some interesting observations about Facebook's algorithims, which I've outlined below.

We believe, after reseraching this issue, that Facebook's algorithims suffer from the following issues:

1. They are easily gamed. We think that Facebook's algorithims are hypersensitive to negative comments being made on a post, and conversely likely positive ones as well. If a post is hidden, the comments are negative, or if a user interacts with the post negatively in some way, then Facebook's algorithims will "punish" your page.

2. We think that a series of scripted fake bot accounts would easily cause the issues that we've been expriencing.

As you can see from the data provided, over 90% of our likes come from paid facebook advertisement, therefore we do not have a significant number of fake accounts on our page brought in by third party advertising because we didn't do any of that.

Moreover, we did not send any of our fans obtained via mailing lists, or offline contact to our facebook page, those fans participate with us via email and/or through our private Google+ community.

So it is safe to say that our problems have not been caused by purchasing a large amount of fake likes from any third party vendor.

In addition, because our likes were gained very quickly, at a rate of about 2.5k likes a day, we do not believe that we have suffered from changes in the general demographic of our Facebook fan base over time.

Yet almost immediately after we started expericing trolling issues with our page, we also noticed a dip in the number of fans our posts were shown to by Facebook, and the performance of our ads began to go down, even though the content on our page had not changed.

We attributed this to holes in Facebook's algorithims, and potentially to the excessive use of fake bot accounts by Facebook itself.

We cannot prove the latter satement, but there have been similar reports before. Reference - http://www.forbes.com/sites/davidthier/2012/08/01/facebook-investigating-claims-that-80-of-ad-clicks-come-from-bots/

This article from Forbes outlines how one startup company repoted that up to 80% of their Facebook likes were fake bot accounts even though they paid for advertising directly through Facebook.

Our reserach suggests that Facebook's advertising platform functions as follows: - An advertiser pays for likes with Facebook, and the quality of the content on their page is initially assessed by those who are liking the page, but once the page obtains a following, we believe that the quality of the content is assessed by how many people like the posts on the page directly after they are posted.

If a post gets hidden, marked as spammed, skipped over, whatever, then we beleive that Facebook kicks that post out of the newsfeeds. If this happens to a significant number of posts on the page, then we believe that Facebook places the page on an advertising black-list.

Once on this black-list ads will begin to perform poorly, and content will drop out of newsfeeds causing even the most active page to go silent.

We tested this by posting pictures of attractive blond women, which with our demographic would have normally obtained a large number of likes and we struggled to get even 10 likes at over 20k page likes when we would have previosuly obtained almost 100 likes without boosting at only 5k page likes.

Why this probably isn't seen more often: In most cases this probably takes a while to occur as pages become old and fans grow bored, but in our case, because we have a stalker trolling our page with what appears to be hundres of scripted bot accounts, the effect was seen immediately.

Our data suggests that it became a tug of war between our stalker's army of fake bot accounts (making spammy comments, hiding our posts from newsfeeds, etc) and the real fans that actually like our page (who were voting our conent up - i.e. liking it, etc).

If you look at the graph of page likes in the figures provided - you can see that the darker purple are the fans we obtained via facebook advertising, well over 90%. We believe that the light purple (the "organic" fans) is mostly comprised of our stalker's fake drone accounts. We have less than 20 family members and friends liking our page, when we began this experiment we asked them not to interact with our page or the content.

In conclusion: We still have a lot more work to do, but it is highly likely that many Facebook likes are either scripted bots, and/or that Facebook's "weighting" algorithims are very suceptible to gaming via negative "SEO" tactics. Conversely, they are likely sensitive to gaming via positive "SEO" tactics as well.

Of course we cannot say for certain where the Facebook accounts that like a page come from without acess to their internal systems, but the evidence does strongly suggest that Facebook might be plagued with a large quantity of bot accounts, and that their algorithim has to be sensitive to actions from live users, so that the quality of the content can be easily ascertained. Otherwise it would be pretty easy for an advertiser to game Facebook's system by paying for, and getting, a large quantity of likes for content that is not appealing to any significant group of people.

Again we have to reiterate that we have no solid proof of this, but our data strongly suggests that this is the case.

We have reported the issues to Facebook, but interestingly, after we made it clear that we were going to analyze and investigate the issues with our page, we have been suddenly and incessently plagued with a never ending stream of "technical difficulties" related to our advertising account.

If you'd like to collaborate on this project, please feel free to email me at Jamie@ITSmoleculardesign.com.

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Context

Millions of people use Facebook's social networking website every day to keep up with friends, upload photos, and share links. Suffice it to say, Facebook (FB) has had its ups and downs over the past few years, and so has its stock price. Ever since its initial public offering in May 2012, it has remained a high-profile company that consistently captures the public's imagination.

This dataset can be used as Facebook's stock Analysis and finding the relation with other factors.

Content

The dataset contains data from 8 May'12 to 13 Oct'21

Acknowledgements

Yahoo! Finance API.

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Facebook is an American online social media and social networking service owned by Facebook, Inc.

Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes, its name comes from the face book directories often given to American university students. Membership was initially limited to Harvard students, gradually expanding to other North American universities and, since 2006, anyone over 13 years old. As of 2020, Facebook claimed 2.8 billion monthly active users, and ranked seventh in global internet usage. It was the most downloaded mobile app of the 2010s.

Facebook Meta: Unveiling the Next Era of Social Media

Facebook, the leading social media platform, has embarked on a transformative journey, rebranding itself as Meta. This bold move marks a significant shift in their vision and strategy, as they aim to redefine social media and explore the potential of the metaverse. In this dataset, we delve into the world of Facebook Meta, providing a comprehensive overview of its features, impact, and the implications for the future of social media.

Data Dictionary

Date Range : Last 12 Months Data from July 8, 2023

The Metaverse: Facebook Meta introduces the concept of the metaverse, a virtual reality space where users can interact and engage in a variety of experiences. This immersive environment goes beyond the confines of traditional social media, offering a new level of connectivity, creativity, and shared experiences.

Enhanced Virtual Reality (VR) Capabilities: One of the key elements of Facebook Meta is its focus on VR technology. By leveraging their Oculus virtual reality platform, Meta aims to bring people together in virtual spaces, transcending physical boundaries. Users can connect, play games, attend events, and explore new dimensions through virtual reality.

Avatars and Digital Identity: With the metaverse, users can create personalized avatars that represent their digital identity. These avatars allow individuals to express themselves creatively and engage in virtual interactions with others. Meta is working towards enabling more realistic and customizable avatars to enhance the social experience within the metaverse.

Social Connections and Communities: Facebook Meta emphasizes the importance of social connections and communities within the metaverse. Users can join interest-based groups, form communities, and connect with like-minded individuals. This promotes collaboration, knowledge sharing, and fosters a sense of belonging within the virtual space.

New Content Formats: As part of Meta's expansion, the pl...

Gain valuable insights with our comprehensive Social Media Dataset, designed to help businesses, marketers, and analysts track trends, monitor engagement, and optimize strategies. This dataset provides structured and reliable social media data from multiple platforms.

Dataset Features

User Profiles: Access public social media profiles, including usernames, bios, follower counts, engagement metrics, and more. Ideal for audience analysis, influencer marketing, and competitive research. Posts & Content: Extract posts, captions, hashtags, media (images/videos), timestamps, and engagement metrics such as likes, shares, and comments. Useful for trend analysis, sentiment tracking, and content strategy optimization. Comments & Interactions: Analyze user interactions, including replies, mentions, and discussions. This data helps brands understand audience sentiment and engagement patterns. Hashtag & Trend Tracking: Monitor trending hashtags, topics, and viral content across platforms to stay ahead of industry trends and consumer interests.

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According to a survey, Facebook was the most popular social media platform for live streaming shopping, used for this activity by nearly ** percent of global internet users. Instagram ranked second, with ** percent of respondents, followed by TikTok, with almost ** percent.

Meta reported $24.74B in Operating Profit for its fiscal quarter ending in December of 2025.Data for Meta | FB - Operating Profit including historical, tables and charts were last updated by Trading Economics this last March in 2026.

Meta reported $48.99B in Gross Profit on Sales for its fiscal quarter ending in December of 2025.Data for Meta | FB - Gross Profit On Sales including historical, tables and charts were last updated by Trading Economics this last March in 2026.