Spotify has a relatively short history, launching in Europe in 2008, and eventually moving into the U.S. market in 2011. Since then, the Stockholm-based company has become the world’s most popular audio streaming service with 456 million users across 183 markets. With such a large userbase, major artists on Spotify have seen their biggest hits accumulate millions, if not billions of streams. So, in July 2021, Spotify created the Billions Club, a playlist comprising every song to reach the 1 billion milestone. We at Visual Capitalist saw this as an opportunity to create a unique data visualization, so we compiled the entire playlist and arranged it by decade and artist.
The Top 10 Artists
Below are the top 10 artists, ranked by their number of songs with over 1 billion streams. The list actually includes 11 artists because Shawn Mendes, Bruno Mars, and Coldplay are tied with 5 songs in the Billions Club. Sorting this list in different ways can reveal some interesting takeaways.
By Gender
For starters, Ariana Grande is the only female artist present in the top 10. Her best performing song on Spotify is 7 rings, which was included in her fifth studio album thank u, next. The track has accumulated 1.8 billion streams since February 8, 2019. Female superstars who narrowly missed the top 10 list include Adele, Billie Eilish, Dua Lipa, and Olivia Rodrigo, who all have four songs in the Billions Club. Most of these artists are relatively new, so it’s reasonable to assume that they’ll be breaking into the top 10 soon. Olivia Rodrigo, for example, just released her debut album SOUR in 2021.
By Artist Tenure
Which top 10 artist has been around the longest? We measure tenure in this context as the time that has elapsed since the artist’s debut album. In this case, the crown goes to Eminem, who released Infinite in November 1996. The 11-track album was released on cassette and vinyl, and according to the Eminem Fandom wiki, only sold around 1,000 copies. The title track, Infinite, is the only song from the album that is available on Spotify, and it currently has 33 million plays.
The Full List
The Billions Club contains over 300 songs, with the majority being released in the 2010s. This is largely due to the fact that Spotify launched at the start of that decade. Below is the data we used to create this infographic, which can be sorted by track name, artist, play count, track length, or release date. Note: Our list includes two songs that have crossed one billion streams, but have not yet been added to the official playlist. Please note that new songs are constantly being added to the Billions Club, so our list may not be up to date for very long. Both Rihanna and Taylor Swift will be joining the club any day now as Umbrella (feat. Jay-Z) and Blank Space tick up towards the one billion mark. With songs on this playlist receiving over 446 billion streams so far, at least some of them are likely to be familiar to you. Some may even find their way into your annual feature called Spotify Wrapped, a personalized roundup sent to Spotify users covering your most listened to songs of the year.
One Final Note
With the holidays upon us, you’re going to be hearing a lot of Christmas music in the coming weeks, whether it’s at home, at the mall, or in a cafe. Chances are, one of those songs will be Mariah Carey’s All I Want for Christmas Is You. Not only is this song a holiday staple, it’s also the only Christmas song with over 1 billion streams on Spotify. Released in October 1994 with Carey’s first holiday album, Merry Christmas, the track continues to be a massive success. In 2021, it became the first and only Christmas song to receive Diamond certification by the RIAA (Recording Industry Association of America). The design of this graphic is partially inspired by The Pudding’s fantastic piece, The Largest Vocabulary In Hip Hop. on Are wealth and prosperity legitimate measures of happiness? How about safety and health outcomes? In the West, we view democracy as a key component to happiness, yet there are countries under authoritarian rule that score high in the Happiness Index. Questions like these make “ranking happiness” a particularly challenging puzzle, but also one worth pursuing. If policymakers have a clearer picture of what conditions can foster happiness, they can enact policies that can improve the lives of people living their jurisdictions. The map above is a global snapshot of life satisfaction around the world. It utilizes the World Happiness Report—an annual survey of how satisfied citizens are worldwide—to map out the world’s happiest and least happy countries. To create the index the map is based on, researchers simply asked people how satisfied they are with their lives. Scores were assigned using these self-reported answers from people living within various countries, as well as quality of life factors. While there may be no perfect measure of happiness around the world, the report is a robust and transparent attempt to understand happiness at the global level. For more detailed notes on the report’s methodology and more, we recommend viewing the info box at the end of this article. Now, let’s look at the world’s happiest countries in 2023.
Global Happiness, by Country
Global happiness currently averages out to 5.5 out of 10, a decrease of 0.1 from last year. Below is a look at every country’s score: Note: Scores have been rounded to the first decimal place. European countries make up the bulk of the top 10, with Israel (#4) and New Zealand (#10) also making it into the top ranks. Finland sits at the very top of the ranking for the sixth year in a row. Now let’s look at the world’s happiest countries on a more regional basis.
North America
Current Mood: Happy (6.3)
North America’s happiness score averages out to 6.3/10. The happiest country in the region is Canada, slightly beating out the United States. However, the scores of both countries have actually decreased from last year. It’s difficult to pinpoint why citizens feel less satisfied, but inflation, economic uncertainty, and many other factors could play a role. The only countries to see improvement in North America were Nicaragua and Jamaica. Although a more recent development, many Jamaicans could be experiencing even more happiness in the near future, with a recent announcement of plans to increase the minimum wage by 44%.
South America
Current Mood: Content (5.8)
South America’s average score is 5.8. Although Venezuela is the continent’s least happy country, its score actually improved from 4.9 to 5.2. That said, the ongoing humanitarian and economic crisis is not likely to instill much hope into the average Venezuelan. Over 6.8 million people have fled the struggling nation since 2014. The two countries in the region with decreased scores were Brazil and Colombia, where citizens have reported feeling worse compared to the year before.
Europe
Current Mood: Happy (6.4)
Europe has some of the world’s happiest countries, with an average regional score of 6.4. Nordic countries like Finland, Sweden, and Iceland repeatedly report high scores, meaning people in these countries feel extremely satisfied with their lives.
Despite fending off an invasion, Ukrainians saw no diminishment of their happiness year-over-year, and many are feeling resilient and purposeful in their fight for freedom. Interestingly, Russia’s score actually increased slightly compared to last year, going from 5.5 to 5.7.
East Asia and Oceania
Current Mood: Neutral (5.6)
East Asia and Oceania’s collective average is 5.6. Oceania alone, however, would have the highest regional score in the world, at 7.1. Bucking conventional wisdom—at least in the West—China has seen a noteworthy bump (+0.6) in its score in recent years. Across the strait, Taiwan records the second highest score in East Asia, after Singapore. India once again has the lowest happiness score in its region. The country’s score has dropped -0.7 over the past decade.
Central Asia and The Middle East
Current Mood: It’s Complicated (5.2)
The average score in the Middle East and Central Asia is 5.2, and the array of happiness scores is wider than in any other region. Afghanistan is the world’s least happy country, with citizens having reported extremely low levels of life satisfaction. Since the Taliban takeover, life has become objectively worse for Afghans, particularly women. There is a lot of conflict in the region. Citizens of Armenia face particular tension with neighboring Azerbaijan, whose score was not recorded for this year. Conflicts in the Nagorno-Karabakh region have led to hundreds of deaths since 2020 and cause daily struggle for those who live in the disputed territory. Iran is still under economic sanctions and faces ongoing tensions with the U.S. and Israel. Some countries, like Syria and Yemen, are so destabilized that no data is available. Still, there are bright spots as well. Israel has one of the world’s happiest countries with a top 10 score this year, and Saudi Arabia and the UAE have scores on par with many European countries.
Africa
Current Mood: Unhappy (4.4)
The least happy region, Africa, averages out to a score of 4.4, and there is a lot of regional variation. The highest score in Africa goes to the island nation of Mauritius. In addition to the country’s natural beauty and stability, there is growing economic opportunity. Mauritius is classified as an upper-middle-income country by World Bank, and is one of the fastest growing high-income markets in the world. Sierra Leone has the lowest score of African countries that were included in the index, followed by Zimbabwe and the Democratic Republic of the Congo. It’s worth noting, there are a few data gaps in the region, including Burundi, which is currently the poorest country in the world. Source: The World Happiness Report which leverages data from the Gallup World Poll. Methodology: A nationally representative group of approximately 1,000 people is asked a series of questions relating to their life satisfaction, as well as positive and negative emotions they are experiencing. The life evaluation question is based on the Cantril ladder, wherein the top of the ladder represents the best possible life for a person (a score of 10/10) and on the flipside, the worst possible life (scored as 0/10). The main takeaway is that the scores result from self-reported answers by citizens of each of these countries. The results received a confidence interval of 95%, meaning that there is a 95% chance that the answers and population surveyed represent the average. As well, scores are averaged over the past three years in order to increase the sample size of respondents in each country. Criticisms: Critics of the World Happiness Report point out that survey questions measure satisfaction with socioeconomic conditions as opposed to individual emotional happiness. As well, there are myriad cultural differences around the world that influence how people think about happiness and life satisfaction. Finally, there can be big differences in life satisfaction between groups within a country, which are averaged out even in a nationally representative group. The report does acknowledge inequality as a factor by measuring the “gap” between the most and least happy halves of each country.
