Important : its a 3 month gap data Starting from March 2022 to Dec 2022

Influencers are categorized by the number of followers they have on social media. They include celebrities with large followings to niche content creators with a loyal following on social-media platforms such as YouTube, Instagram, Facebook, and Twitter.Their followers range in number from hundreds of millions to 1,000. Influencers may be categorized in tiers (mega-, macro-, micro-, and nano-influencers), based on their number of followers.

Businesses pursue people who aim to lessen their consumption of advertisements, and are willing to pay their influencers more. Targeting influencers is seen as increasing marketing's reach, counteracting a growing tendency by prospective customers to ignore marketing.

Marketing researchers Kapitan and Silvera find that influencer selection extends into product personality. This product and benefit matching is key. For a shampoo, it should use an influencer with good hair. Likewise, a flashy product may use bold colors to convey its brand. If an influencer is not flashy, they will clash with the brand. Matching an influencer with the product's purpose and mood is important.

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Dataset Description: Top 100 Influencers

The dataset provides structured information about the top 100 influencers from various countries globally. Each entry represents an influencer and includes the following attributes:

• Rank: The ranking of the influencer in the top 100 list.
• Name: The name or pseudonym of the influencer.
• Follower Count: The total number of followers or subscribers the influencer has on their primary - platform(s).
• Engagement Rate: The level of interaction that the influencer's content receives from users on social media platforms, expressed as a percentage.
• Country: The geographical location or country where the influencer is based or primarily operates.
• Topic Of Influence: The niche or category in which the influencer specializes or creates content, such as fashion, beauty, technology, fitness, etc.
• Reach: The primary social media platform(s) where the influencer is active, such as Instagram, YouTube, TikTok, Twitter, etc.

According to a study completed in early 2024, the microblogging platform X, formerly known as Twitter, was by far the most used social network by news influencers in the United States, as up to 85 percent of them regularly posted on the platform. Meta-owned Instagram, Facebook, and Threads were also popular among news influencers, and they ranked second, fourth, and fifth, in terms of usage by this demographic. Social networks such as Gab and BitChute were less popular, attracting only four percent and less than one percent of news influencers, respectively.

According to a survey of social media users aged between 16 and 34 years old in the United States, as of April 2021, approximately ** percent of respondents followed more than ** influencers on social platforms. Approximately two in ** of the surveyed respondents followed between **** and *** influencers, while only ***** percent reported not following any influencers at all.

Instagram’s most popular post

              As of April 2024, the most popular post on Instagram was Lionel Messi and his teammates after winning the 2022 FIFA World Cup with Argentina, posted by the account @leomessi. Messi's post, which racked up over 61 million likes within a day, knocked off the reigning post, which was 'Photo of an Egg'. Originally posted in January 2021, 'Photo of an Egg' surpassed the world’s most popular Instagram post at that time, which was a photo by Kylie Jenner’s daughter totaling 18 million likes.
              After several cryptic posts published by the account, World Record Egg revealed itself to be a part of a mental health campaign aimed at the pressures of social media use.

              Instagram’s most popular accounts

              As of April 2024, the official Instagram account @instagram had the most followers of any account on the platform, with 672 million followers. Portuguese footballer Cristiano Ronaldo (@cristiano) was the most followed individual with 628 million followers, while Selena Gomez (@selenagomez) was the most followed woman on the platform with 429 million. Additionally, Inter Miami CF striker Lionel Messi (@leomessi) had a total of 502 million. Celebrities such as The Rock, Kylie Jenner, and Ariana Grande all had over 380 million followers each.

              Instagram influencers

              In the United States, the leading content category of Instagram influencers was lifestyle, with 15.25 percent of influencers creating lifestyle content in 2021. Music ranked in second place with 10.96 percent, followed by family with 8.24 percent. Having a large audience can be very lucrative: Instagram influencers in the United States, Canada and the United Kingdom with over 90,000 followers made around 1,221 US dollars per post.

              Instagram around the globe

              Instagram’s worldwide popularity continues to grow, and India is the leading country in terms of number of users, with over 362.9 million users as of January 2024. The United States had 169.65 million Instagram users and Brazil had 134.6 million users. The social media platform was also very popular in Indonesia and Turkey, with 100.9 and 57.1, respectively. As of January 2024, Instagram was the fourth most popular social network in the world, behind Facebook, YouTube and WhatsApp.

According to a study on influencer marketing across India in 2024, Instagram was the leading platform for collaboration between influencers and brands in the country, as per ** percent of respondents. YouTube was the second-most popular choice. The increasing popularity of short form video content among Indian audiences resulted in both brands and content creators relying heavily on these platforms for marketing.

Databases of highly networked individuals have been indispensable in studying narratives and influence on social media. To support studies on Twitter in India, we present a systematically categorized database of accounts of influence on Twitter in India, identified and annotated through an iterative process of friends, networks, and self-described profile information, verified manually. We built an initial set of accounts based on the friend network of a seed set of accounts based on real-world renown in various fields, and then snowballed friends of friends" multiple times, and rank ordered individuals based on the number of in-group connections, and overall followers. We then manually classified identified accounts under the categories of entertainment, sports, business, government, institutions, journalism, civil society accounts that have independent standing outside of social media, as well as a category ofdigital first" referring to accounts that derive their primary influence from online activity. Overall, we annotated 11580 unique accounts across all categories. The database is useful studying various questions related to the role of influencers in polarisation, misinformation, extreme speech, political discourse etc.

Social media influencers with ************ to ************ followers accounted for more than ** percent of influencers in Asia in 2022. The share of Asian influencers with over ************ followers increased in 2021 and 2022. In contrast, there were less influencers with more than *********** followers in 2022 compared to the previous year.

Introduction

Influencer Marketing Statistics: Influencer marketing is a strategy where different brands work with people who have a lot of followers on social media to promote their products or services. These people, called influencers, use platforms like Instagram, TikTok, YouTube, and Facebook to create content that their followers like.

The effective benefit of influencer marketing is that it helps brands reach a specific audience in a real and engaging way, which builds more trust between the brand and its customers. Social media has made influencer marketing one of the best ways for brands to connect with consumers, making it a strong tool in today's digital marketing world.

This dataset provides detailed engagement metrics for social media influencers across major platforms, including post types, timing, and comprehensive audience demographics. It enables startups, marketers, and researchers to benchmark influencer strategies, predict viral content, and identify authentic engagement patterns for advanced marketing analytics and AI/ML applications.

Influencer Marketing Market is Segmented by Influencer Type (Nano Influencers (1k-10k), Micro Influencers (10k-100k), and More), Social Media Channel (Instagram, Tiktok, and More), Application (Campaign Management, Search and Discovery, and More), End User (Retail and E-Commerce, Fashion and Lifestyle, and More), by Geography. The Market Forecasts are Provided in Terms of Value (USD).

During a summer 2024 survey, approximately ** percent of responding decision makers in Europe reported regularly using Instagram for influencer marketing, followed by TikTok with ** percent. In comparison, ** percent stated they would use Twitch or Pinterest.

According to a survey of social media users aged between 16 and 34 years old in the United States, as of April 2021, more than ** percent of respondents reported following influencers with a social media audience size between ** thousand and *** thousand. Micro influencers were also popular, with approximately **** percent of respondents reporting following social media influencers with an audience size between ** thousand and ** thousand followers.

Privacy vs. Social Capital: Social Media PII Disclosure Analyses

This data was collected and analyzed as part of a study on PII disclosures in social media conversations with special attention to influencer characteristics in the interactions in the dissertation titled Privacy vs. Social Capital: Examining Information Disclosure Patterns within Social Media Influencer Networks and the research paper titled Unveiling Influencer-Driven Personal Data Sharing in Social Media Discourse.

Each study phase is different, with X (Twitter) data used in the pilot analysis and Reddit data used in the main study. Both folders will have the analyzed_posts and cluster summary csv files broken down by collection (either based on trend or collection date).

Note: Raw data is not made available in these datasets due to the nature of the study and to protect the original authors.

Notable Data Elements

Post Data

Cluster Data

A global survey conducted in the third quarter of 2024 found that the main reason for using social media was to keep in touch with friends and family, with over 50.8 percent of social media users saying this was their main reason for using online networks. Overall, 39 percent of social media users said that filling spare time was their main reason for using social media platforms, whilst 34.5 percent of respondents said they used it to read news stories. Less than one in five users were on social platforms for the reason of following celebrities and influencers.

              The most popular social network

              Facebook dominates the social media landscape. The world's most popular social media platform turned 20 in February 2024, and it continues to lead the way in terms of user numbers. As of February 2025, the social network had over three billion global users. YouTube, Instagram, and WhatsApp follow, but none of these well-known brands can surpass Facebook’s audience size.
              Moreover, as of the final quarter of 2023, there were almost four billion Meta product users.

              Ever-evolving social media usage

              The utilization of social media remains largely gratuitous; however, companies have been encouraging users to become paid subscribers to reduce dependence on advertising profits. Meta Verified entices users by offering a blue verification badge and proactive account protection, among other things. X (formerly Twitter), Snapchat, and Reddit also offer users the chance to upgrade their social media accounts for a monthly free.

Cristiano Ronaldo has one of the most popular Instagram accounts as of April 2024.

              The Portuguese footballer is the most-followed person on the photo sharing app platform with 628 million followers. Instagram's own account was ranked first with roughly 672 million followers.

              How popular is Instagram?

              Instagram is a photo-sharing social networking service that enables users to take pictures and edit them with filters. The platform allows users to post and share their images online and directly with their friends and followers on the social network. The cross-platform app reached one billion monthly active users in mid-2018. In 2020, there were over 114 million Instagram users in the United States and experts project this figure to surpass 127 million users in 2023.

              Who uses Instagram?

              Instagram audiences are predominantly young – recent data states that almost 60 percent of U.S. Instagram users are aged 34 years or younger. Fall 2020 data reveals that Instagram is also one of the most popular social media for teens and one of the social networks with the biggest reach among teens in the United States.

              Celebrity influencers on Instagram
              Many celebrities and athletes are brand spokespeople and generate additional income with social media advertising and sponsored content. Unsurprisingly, Ronaldo ranked first again, as the average media value of one of his Instagram posts was 985,441 U.S. dollars.

In 2024, nearly ** percent of marketers in the United States used Instagram for influencer marketing. During the same period, around ** percent also turned to YouTube. By 2025, more than half of U.S. marketers are expected to incorporate YouTube into their influencer marketing strategies. TikTok, which had been adopted by ** percent of marketers in 2021, saw its usage rise to approximately ** percent by 2024.

In 2020, two platforms owned by Facebook, Inc. concentrated most of the social media posts by influencers in Latin America. While Instagram accounted for around ** percent of the influencer content posted on these social networks, for Facebook, this figure stood at ** percent. In the region, Brazil was the country with the highest number of Instagram influencers, with Argentina in second place.

According to a global survey conducted in 2023, roughly ********** of Millennials followed and purchased goods from the social media accounts of brands. Overall, about **** of Gen Z users followed and purchased from influencers, whilst just ** percent of Baby boomers did. Additionally, *** out of ten respondents belonging to the Gen X age group followed and purchased from the social media accounts of retailers. A booming market In recent years, social commerce has exploded in popularity among online shoppers. Consumers can now purchase items directly on social media platforms, going from discovery to purchase in a matter of minutes. Social commerce is estimated to reach over *** trillion U.S. dollars in revenue by 2028, up from *** billion in 2024. This new form of e-commerce is the most popular in Thailand, where around ** percent of online consumers use social sites as a purchase channel. In comparison, this share stood at ** percent in the United States. Chinese platforms dominate the social space Chinese social shopping sites are the most successful ones worldwide. For example, Douyin, a short-form video sharing app, ranked as the highest revenue-generating platform in 2024, raking in approximately *** billion U.S. dollars. WeChat, a messaging app, came in second with a revenue of *** billion dollars, followed by Little Red Book, a picture sharing app, with a revenue of ** billion dollars. TikTok, which is owned by the Chinese company ByteDance, came in sixth place, pulling in ** billion dollars in revenue. While TikTok's popularity extends globally, its on-app purchase store, TikTok Shop, primarily caters to the Asian market. Thus, it is clear that China is the global leader in social selling.

The global influencer marketing market size has more than tripled since 2020. In 2025, the market was estimated to reach a record of approximately 33 billion U.S. dollars. What is influencer marketing? Influencer marketing is a form of social media marketing that involves product placements and endorsements from online creators. In today’s competitive marketing landscape, brands are collaborating with influencers more firmly than ever, as partnerships with well-known creators can open the door to large potential audiences. In 2024, influencer marketing spending in the United States was forecast to reach an all-time high of 7.1 billion U.S. dollars. Seeing that internet stars can boost brand visibility, drive engagement, and impact purchasing decisions for millions of users, it comes as no surprise that spending on influencer cooperation is expected to pick up even more speed in the future. Top influencer marketing platforms Marketers can choose from an ever-expanding list of social media platforms to bridge the gap between brands and consumers. According to a recent survey, Instagram remains the most popular platform for influencer marketing in the United States, and in 2025, the global Instagram influencer market size was estimated to surpass 22 billion dollars for the first time. Apart from the photo-sharing app, video-based platforms such as TikTok have become popular among brands and marketers. In the first half of 2024, the most successful brands earned over half a billion U.S. dollars in earned media value (EMV) with their TikTok influencer marketing campaigns.