As of June 2024, the most popular database management system (DBMS) worldwide was Oracle, with a ranking score of *******; MySQL and Microsoft SQL server rounded out the top three. Although the database management industry contains some of the largest companies in the tech industry, such as Microsoft, Oracle and IBM, a number of free and open-source DBMSs such as PostgreSQL and MariaDB remain competitive. Database Management Systems As the name implies, DBMSs provide a platform through which developers can organize, update, and control large databases. Given the business world’s growing focus on big data and data analytics, knowledge of SQL programming languages has become an important asset for software developers around the world, and database management skills are seen as highly desirable. In addition to providing developers with the tools needed to operate databases, DBMS are also integral to the way that consumers access information through applications, which further illustrates the importance of the software.

This dataset contains ranks and counts for the top 25 baby names by sex for live births that occurred in California (by occurrence) based on information entered on birth certificates.

programming languages statistics: The tech market which is also booming along with digital marketing is pretty good for a better income source. The tech market has many other things including programming languages. Programming languages are the basis for the formation of various websites, games, software, mobile applications, etc... There are nearly 9,000 programming languages around the world with each language with its own feature. In this most popular programming language statistics, we will have a look at statistical information and general knowledge about worldwide available various programming languages. Programming Languages Statistics (Editor’s Choice) There are 8,945 programming languages as stated by most popular Programming languages statistics. As of 2022, JavaScript is one of the most popular programming languages as around 47.86% of recruiters are demanding JavaScript language skills. A basic python developer earns between $70,000 to $1,00,00 a year. As per the most popular programming languages statistics Python has ranked number 1 in the United States of America, India, Germany, France, and the United Kingdom

Which county has the most Facebook users?

              There are more than 378 million Facebook users in India alone, making it the leading country in terms of Facebook audience size. To put this into context, if India’s Facebook audience were a country then it would be ranked third in terms of largest population worldwide. Apart from India, there are several other markets with more than 100 million Facebook users each: The United States, Indonesia, and Brazil with 193.8 million, 119.05 million, and 112.55 million Facebook users respectively.

              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.

Content

This dataset collected form TMDB this dataset has 1 file

In the dataset

Data has more then 43000 rows and 8 columns

Columns

Acknowledgements

Data collected form TMDBl

Mobile games make up the majority of video games released each year, with thousands of new additions to the Apple App Store and Google Play Store every year. By the mid-2010s, mobile games had...

Town RPG Brookhaven was the most popular Roblox game of all time, with over 69 billion visits as of July 2025. Second-ranked, anime-inspirited Blox Fruits amassed 52.9 billion visits, respectively. Smash hit Grow a Garden was released in March 2025 and has been breaking user records since its release. The farming simulator already ranked sixth among the most-visited Roblox games of all time, three months after release. Grow a Garden was the fastest experience on Roblox to reach one billion total visits on the platform, a feat the game achieved in its first 33 days. What is Roblox? Roblox is a free-to-play (F2P) online gaming platform that offers user-generated gaming content and other immersive virtual experiences. Initially released for PC in 2006, the platform is now also available for mobile devices and Xbox One and draws millions of players from across the globe each day. The daily user count for Roblox games reached 88.9 million active players during the third quarter of 2024, and user engagement on Roblox is high. A new social hangout in times of COVID-19 While online games are the beating heart of the Roblox platform, and over half of U.S. kids and teens under the age of 16 played the game by mid-2020, the service has also branched out into other forms of online entertainment. For example, Roblox recently introduced private virtual spaces for users to hold meetups, social gatherings, and even birthday parties amid national lockdowns. Young audiences also flock to the platform for virtual concerts and fan meetups as Roblox continues to evolve its live music event portfolio.

In this dataset, you can find soccer statistics from the most popular national leagues around the world (source: www.soccerstats.com) The dataset contains a JSON file called leagues.json, which contains information about leagues as follows:

-title: "the full name of league" -abbreviation: "the abbreviated form of title" -daily_results: "scoreboards grouped by days"

A scoreboard contains the following information:

-GP: "Games Played" -W: "Won" -D: "Draw" -L: "Loss" -GF: "Goals For" -GA: "Goals Against" -GD: "Goal Difference" -Pts: "Points" -Form: "Form" -PPG: "Points Per Game" -Last 8: "PPG for the last 8 matches" -CS: "matches with no conceded goals" -FTS: "matches with no scored goals"

Context

myanimelist.net is the most popular site where fans of Japanese animated films and series share their opinions on various productions. The portal works in a similar way to IMDb and allows users to rate various positions and then create various types of rankings based on them. In this database you will find a distribution of votes on a scale from 1 to 10 for the 100 most popular (most often cast) anime votes from a specific point in time.

Content

The data is grouped into folders where one folder corresponds to one series. We have a total of 100, as we took the 100 most popular anime based on the current ranking on the site. In each of the folders we can find pictures from the "pics" tab for a specific anime title. The number of pictures in each series differ from each other and for some there is only one picture, and for some even a dozen. Data was obtained using webscraping. Python was used for this process with the "BeautifulSoup", "requests", "re", "urllib", and "os" packages. For each movie or series, we managed to link to the pictures, and by using the HTML page preview, we managed to find direct links to the pictures. Then, in the loop, we managed to download each picture in turn and save to the appropriate folder with the appropriate name based on the link and the title of the series.

Inspiration

The inspiration to create a notebook based on this data may be a comparative analysis of the titles among themselves based on the pictures or the creation of a model which, based on the pictures, can predict which anime they come from. Unfortunately, there is little data in each category, which means that working with a small amount of data can be quite a challenge.

Photo by Dex Ezekiel on Unsplash

How many people use social media?

              Social media usage is one of the most popular online activities. In 2024, over five billion people were using social media worldwide, a number projected to increase to over six billion in 2028.

              Who uses social media?
              Social networking is one of the most popular digital activities worldwide and it is no surprise that social networking penetration across all regions is constantly increasing. As of January 2023, the global social media usage rate stood at 59 percent. This figure is anticipated to grow as lesser developed digital markets catch up with other regions
              when it comes to infrastructure development and the availability of cheap mobile devices. In fact, most of social media’s global growth is driven by the increasing usage of mobile devices. Mobile-first market Eastern Asia topped the global ranking of mobile social networking penetration, followed by established digital powerhouses such as the Americas and Northern Europe.

              How much time do people spend on social media?
              Social media is an integral part of daily internet usage. On average, internet users spend 151 minutes per day on social media and messaging apps, an increase of 40 minutes since 2015. On average, internet users in Latin America had the highest average time spent per day on social media.

              What are the most popular social media platforms?
              Market leader Facebook was the first social network to surpass one billion registered accounts and currently boasts approximately 2.9 billion monthly active users, making it the most popular social network worldwide. In June 2023, the top social media apps in the Apple App Store included mobile messaging apps WhatsApp and Telegram Messenger, as well as the ever-popular app version of Facebook.

As one of the greatest male tennis players of all time, it is unsurprising that Roger Federer is well-loved among tennis fans. During a September 2022 survey in the United States, some ** percent of men's tennis fans had a very favorable or somewhat favorable opinion of the Swiss legend.

In 2021, the five most popular cities in Florida, U.S. for Gen Z renters had a large range of applications from this generation from ** percent in Tallahassee to ** percent in St. Petersburg.

Overall, the cities with the highest share of Gen Z apartment applicants in the United States were Boulder, CO, Davis, CA, and Conway, AR, all exceeding ** percent of apartment seekers. This can be explained with different factors such as the median age of the population, apartment availability, and the monthly rental cost.

This statistic shows the results of a survey regarding the most popular banks for opening a checking account among millennials in Germany in 2021. That year, the leading bank among German millennials aged 26 to 31 years was the Sparkasse, with ** percent of respondents having a checking account there.

In the United States, Aldi, 7-Eleven, and Trader Joe's were the three most popular grocery stores among Generation X surveyed in the first quarter of 2025. All had a popularity of over ** percent, with Aldi topping the ranking with ** percent of respondents having a positive opinion of it.

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.

In a survey conducted in January 2021, a majority of respondents stated they would like to go out for a drink with Japanese voice actress Tanaka Minami. With about *** votes, TV personality Miura Asami was the second most popular celebrity to have a drink with.

As of August 2025, the most popular video on JYP Entertainment's YouTube channel was the official music video of girl group TWICE's 2018 song "What is Love?", with around ****** million views. Except for two videos, TWICE dominated JYP's YouTube channel viewership numbers. One was by ITZY, one of the company's newer girl groups, having debuted in 2019. The other is by popular boy group Stray Kids, who debuted in 2018. The nation’s girl group TWICE TWICE is a nine-member girl group that debuted in 2015 with members from South Korea, Japan, and Taiwan. They quickly rose to popularity and commercial success, and have been one of the best-selling female K-pop artists over the past few years. While K-pop is slowly becoming more globally recognized, Japan has been an important overseas market for the South Korean music industry for years. It is standard practice to have an official Japanese debut a few months or years after first debuting in South Korea. Having three Japanese members gives the group a leg up in the Japanese market. In 2023, they debuted as an official Japanese sub-unit known as MISAMO. The upcoming JYP generation While TWICE is one of JYP Entertainment’s most successful artists, the company has successfully debuted and established several other acts after them as well. Most notably among those are the eight-member boy group Stray Kids (SKZ) and four-member girl group ITZY, who debuted in 2017 and 2019 respectively. While TWICE and ITZY dominate album sales by female artists, Stray Kids are also one of the best-selling male artists in South Korea. In 2024, they released the third and sixth best-selling albums, achieving almost **** million album sales just via new releases.

As of February 2024, Korhonen was the most common surname among the ***-million Finnish population. There we around ****** people having the surname Korhonen, followed by Virtanen with around ****** individuals. Other common surnames included Mäkinen, Nieminen, Mäkelä, and Hämäläinen. Olivia and Leo are new parents’ favorite first names The most common first name given to a female Finnish-speaking newborn was Olivia, with *** name registrations in 2022. Aino, Aada, and Lilja followed as other popular first names. For newborn Finnish-speaking boys, Leo was the most given first name during that year. Väinö, a short form of Väinämöinen from Finnish myth, was the second most popular, with *** registrations. Other favored first names for newborn boys in Finland during this period included Oliver, Eeli, and Leevi. Finland's aging population The change in age structure results primarily from the baby boom following World War II. The population growth slowed down after the 1960's, and since then, the crude birth rate has fallen from **** to *** per 1,000 inhabitants. As a result, the number of deaths has surpassed the number of births in the past few years. At the same time, the life expectancy of women in Finland has reached around ***** years, which is approximately five years more than for Finnish men. Based on current developments, it is estimated that Finland’s population will decline to *** million in 2040.

Despite a tumultuous 2018, Facebook is still the top social network in the United States, with 169.76 million mobile users accessing the Facebook app in September 2019. The company’s other properties Instagram and Facebook Messenger ranked second and third with 121 and 106 million users respectively. Cambridge Analytica scandal 2018 The biggest social media company in the world had a difficult 2018. The platform has long been accused of enabling the spread of fake news during the 2016 election and beyond. One of the first and biggest negative Facebook stories of 2018 was the Cambridge Analytica scandal, which unfolded from March 2018. The Guardian, The Observer, and The New York Times simultaneously reported on political data firm Cambridge Analytica harvesting data of millions of Facebook users worldwide without their knowledge before the 2016 election, which led to Facebook CEO Mark Zuckerberg having to testify before Congress in April 2018. Facebook usage behavior changes Due to the revelations about Facebook and the company’s treatment of private user data, many U.S. users are planning to use the social network much less and to be much more careful about what they post . During an April 2018 survey, only 20 percent of respondents stated that their Facebook usage has not changed, and they were planning on continuing to use the social platform as much as they always had in the past.

The most successful music streaming service in the United States was Apple Music as of September, with the most up to date information showing that 49.5 million users accessed the platform each month. Spotify closely followed, with a similarly impressive 47.7 million monthly users.

What is a music streaming service?

Music streaming services provide their users with a database compiled of songs, playlists, albums and videos, where content can be accessed online, downloaded, shared, bookmarked and organized.

The music streaming business is huge, and has sometimes been lauded as the savior of the music industry. The biggest two services are in constant competition for the monopoly of the market. Apple Music was launched in 2015, whereas Spotify has been around since 2008. Other popular streaming services include Deezer, SoundCloud and iHeartRadio.

Do artists make a lot of money from streaming services? 

In short, unfortunately not. Both Apple Music and Spotify have been frequently criticized for the tiny royalty payments they offer artists. Particularly for emerging talent, streaming services are far from a lucrative source of income. Bigger, established stars like Taylor Swift are more likely to regularly make a good amount of money this way. But either way, a track needs to go viral or be streamed several million times before it earns any real cash.