Sexting Statistics 2024: How common is it for people to sext?

Sexting refers to the process of sending sexually explicit text messages, images, or videos to someone using their smartphone, desktop, etc. The practice of sexting is generally considered taboo but the numbers and sexting statistics in the digital world completely say otherwise since 8 out of 10 adults have reported to have sexted. Nowadays, AI Sex apps are becoming popular, too.

Around 88% of Americans aged 18 and older have stated being engaged in sexting at least once in their life. In this article, we will provide insight into Sexting statistics in 2024 and explain how common sexting is among people.  

Top Sexting Statistics 2024 

  • 88% of American adults who are aged 18 and above have stated being involved in sexting activity at some point in their lives. 
  • 76.9% of U.S. adults were involved in sending sexual texts in 2023. 
  • Millennials are the leading generation with the highest percentage of individuals engaging in sexting at 37%. 
  • 12.1% of American adults have reported engaging in sexting outside of their relationship. 
  • 1 in 5 teenagers have been engaged in sexting activity.
  • Baby Boomers are the generation with the lowest number of individuals engaging in sexting activity by 5%. 
  • 24% of teenagers have been involved in sending sexts with images.
  • More than 50% of adults hesitantly engage in sexting. 
  • Now, more than 63% of Young men aged 18-29 and 25% of men aged 30-49 are moving toward using sex bots. Due to this, in 2023, the AI Girlfriend market was worth $2.8 billion.

How Common is Sexting? 

The practice of sexting has become quite common among the adults aged 18 and above and sexting isn’t considered as a taboo among the people anymore. Around 88% of American adults have reported having sexted in their lifetime and 82.20% reported sexting within the last year itself.

Sexting is a form of communication between romantic partners to increase intimacy and connection and strengthen their relationship. 73.9% of American adults have admitted to sending sexual text messages within a committed relationship. 

  • 43% of American adults claim to have engaged in sexting during a casual relationship.
  • 12.1% of U.S. adults have participated in sexual texting outside of their relationship. 
  • 95.9% of people in the U.S. are likely to use their smartphone or cell phone for sexting activity. 
  • 30% of Americans aged 18 and above have stated to engage in sexting activity in a work environment or outside of the home.  
  • 76.1% of adults are likely to sext from their homes. 

Distribution of Adults who have sent, received, or shared a sext in the US (from 2000 to 2023)

There has been a constant growth in the percentage of users involved in sexting from 2000 to 2023. As of 2000, adults aged 19 years and above shared a sext by 5.6% where 2.7% of users have sent a sext and 10.3% received a sext. Meanwhile, in 2023, the numbers took a massive turn as the percentage of sending a sext reached 76.9% and 87.9% received a sext from others. Even though the number of sent and received sexts has increased significantly over the years, especially since 2015, the number of shared sexts has remained low over the years. 

Below we have mentioned a detailed table showcasing the number of sent, received, and shared text among Americans from 2000 to 2023:  

Year Sent sextReceived sextShared sext
20002.7%10.3%5.6%
20014.5%13.7%6.9%
20025.4%15%6.6%
20036.1%17%6.1%
20047%18.7%6.4%
20057.1%18.2%6.2%
20069.4%23.9%8.1%
200711%28.9%9.8%
20088.5%23.5%8%
20098.4%28.1%9.5%
201014.6%48.8%16.6%
201116%49.4%16.8%
201222.1%63.4%16.8%
201321.2%57.8%25.8%
201414.3%33.8%15.4%
201524.7%52.4%24.3%
201639.4%81%23.5%
201745.6%87.4%26.1%
201849.8%91.6%20%
201944.9%78%15.5%
202057.1%79.1%18.7%
202163%79.6%18.8%
202268.3%82.1%19%
202376.9%87.9%18.2%
Source: Statista 

Sexting Statistics by Generation 

Based on a survey conducted in 2022 of online users in the United States, it was revealed that Millennials were the generation with the largest number of adults engaging who have sent sexually explicit messages or images 37% followed by Gen Z in the second position by 20% and Generation X by 19%. Baby Boomers were ranked last in the list by 5%. 

Below, we have mentioned a table showcasing the share of respondents in sexting based on generation in 2022. 

Generation Share of respondents 
Gen Z 20%
Millennials 37%
Generation X 19%
Baby Boomers 5%
Source: Statista 

Sexting Statistics Among Adults 

Sexting is highly common among adults aged 18 and older. Today, most married couples or people in committed relationships consider sexting as a form of digital communication to improve their relationships. Let’s take a look at some of the top sexting statistics among adults: 

88% of U.S Adults claim they have sexted once in their life 

An online survey was conducted with 870 heterosexual adult participants ranging between the ages of 18 to 82 regarding sexting. It was revealed through this survey that around 88% of U.S Adults have sexted (sent or received sexually explicit messages) at least once in their life along with 82% claiming they had done so last year. 

The survey also further revealed that about 74% of participants stated they performed sexting with their partner in a committed relationship. While 43% claimed sexting with a partner in a casual relationship and 12% had sexted someone in a cheating relationship. In addition, the survey conducted also stated that 96% of the participants “endorse” it.

39% of American adults in relationships have stated they engage in sexting activity with their partners 

Sexting is no longer considered a taboo among the audience, and many individuals in romantic relationships consider it a common form of communication with their partners. 39% of American adults in romantic relationships have said they have exchanged sexually explicit messages with their partners as they claim it helps strengthen their relationship and increase intimacy and connection between the couple. 

34% of college students have stated that they have been involved in sending sexually explicit messages 

It is no surprise that a significant amount of college-going students have been involved in sending sexually explicit messages to others. Advanced technology and the accessibility of smartphones among the young audience have increased the possibility of individuals engaging in this activity. Currently, 34% of college students have reported being involved in sexting. 

Every 1 in 5 smartphone users claims to utilize the device for sexting purposes

Today, sexting has become a common practice among smartphone users. Nearly 1 in 5 Americans who own a smartphone have been engaged in sexting activity, sharing intimate text messages or explicit images with another person based on a new survey. The age group that has the highest number of individuals sexting is 18 to 34-year-old male users at 32% and 35 to 44-year-old female users at 25%.

1 in 10 smartphone users aged 55 and above have also sexted 

Sexting is not only common among the younger audience but smartphone users aged 55 and above have also been involved in sending or receiving sexual messages or images on their smartphones. According to a survey, 1 in 10 smartphone users aged 55 and above have sexted at least once in their life. 30% of the parents who have kids below the age of 18 have sexted.

Sexting Among Married Couples

Around 29% of American married heterosexual couples have reported to have engaged in sexual conversations with their spouses via text messages through their smartphones. Meanwhile, 12% of those heterosexual couples have revealed sending nude images to their partners at some point in time.

Sexual talks through text messages  Nude images 
29%12%
  • The study also revealed that 19% of the husbands and around 16% of the wives have revealed sending sexually explicit text messages at least once a week or more.
  • Among American married heterosexual couples, 12% of wives and 11% of husbands reported sending sexual messages to their partner once every month. 
  • Around 5% of husbands and 3% of wives have claimed to send nude images to their partners once a month or more.

Overall, sexting is less common among married couples in comparison to adults in committed relationships. One of the primary reasons behind this could be age as a large section of married individuals are older and less likely to engage in showcasing intimacy through text messages.

Sexting Statistics Among Teenagers 

Not only adults, but sexting is also a common practice among teenagers aged between 12 to 17. According to reports, 1 in 4 American teenagers have stated they have been involved in sexting. Let’s take a look at the top sexting statistics among teenagers to understand the impact of sexting among the younger audience. 

Share of respondents who have sent sext, received sext, and shared sext (from 2000 to 2023) 

Surprisingly, sexting is not an unfamiliar activity among teenagers, especially in the digital world where most teens already own a smartphone and have access to a strong internet connection. In 2000, the percentage of teens that had sent a sext was 1.9%, while the percentage that received a sext was 9.4, and the shared sext was 5.1%. However, with each passing year, the practice has become increasingly common among the younger audience. In 2023, the share of respondents who have sent sexts was 26.5%, the received sext reached 38.2%, and the shared sext percentage extended to 13.0%. 

Here is a breakdown of the share of teenagers who have sent sexts, received sexts, and shared text from 2000 to 2023: 

Among teens (11-18)Sent sextReceived sextShared sext
20001.9%9.4%5.1%
20013.2%9.8%3.8%
20023.6%10.0%4.4%
20033.8%10.6%3.8%
20044.1%11.0%3.7%
20054.7%12.1%4.1%
20065.2%13.3%4.5%
20075.8%15.2%5.2%
20086.5%18.1%6.2%
20097%23.4%8%
20107.7%25.7%8.7%
20118.4%26.0%8.8%
20129.2%26.4%12%
201310.1%27.5%12.3%
201411.9%28.2%12.8%
201513.7%29.1%13.5%
201614.6%30.0%13.8%
201716.3%31.2%14.5%
201817.8%32.7%11.1%
201918.7%32.5%11.1%
202020.4%34.4%11.7%
202122.5%34.6%11.8%
202224.4%37.3%12.7%
202326.5%38.2%13.0%

Teen Sexting Frequency 

According to a study by American high school and middle school students with over 5500 students aged between 12 to 17 years 13% have reported sending explicit text messages to others while 18.5% of students have reported receiving a sexually explicit message. 

Sent Sext Received Sext 
13%18.5%
  • This study revealed about 17.5% of students were asked to send a sext to someone.
  • 12.7% of Male American students between 12 and 17 have reported sending sexually explicit messages to their girlfriend or boyfriend at some point. At the same time, 5.1% reported doing so in the last month. 
  • 8.5% of American females aged between 12 and 17 have reported being involved in sexting with their boyfriend or girlfriend at some point in their life. 3.3% admitted to doing so in the last month. 
  • 6.7% of students even reported sexting with someone not their boyfriend or girlfriend. 
  • 4.8% of male American students have reported that someone shared the information with them without their consent.

1 in 4 American teenagers have reported to be involved in sexting activity

Sexting is a common practice among teenagers as well. According to a study by the Journal of the American Medical Association stated that every 1 in 4 American teenagers have claimed to send a sexually explicit image or text message. Although experts claim sexting is an emerging and common part of sexual development among teenagers it’s important to note that sexting is still considered a felony in 6 states in the US including Georgia, Florida, and Utah. Meanwhile, Texas, Pennsylvania, and Nevada consider sexting a violation, imposing fines, counseling, and community service.

75% of Young People Said Nothing Bad Came of Sexting 

According to a survey conducted by Cybersurvey, it was revealed that around 78% of young individuals have tried sexting before and they say they didn’t find any bad consequences in it. Even though nothing bad has turned out for the young audience, the chances of future consequences are still pretty high. 

In today’s age, everyone has access to smartphones and the internet including minors. The internet has opened gates for various social media platforms and has raised concerns about various age-inappropriate behaviors and activities such as Sexting. A large section of minors might not think of sexting as an issue or major concern. Still, in reality, there are various risks associated with sexting such as the sharing of images and messages to third persons without consent, causing privacy violations.

40% of female teenagers revealed they have sexted as a joke 

According to a report by DoSomething.org, it was revealed that a large number of teenage girls have been engaged in sexting. It also revealed that 40% of the teenage girls claimed that they had sexted before as a joke. 

It also revealed that about 17% of the sext recipients shared the images and texts with others while about 55% shared them with multiple people. Young people might not consider sharing images and texts with others as a concern initially; however, it can cause major issues in the future for the sender and affect their reputation.

There were over 7,000 reports of sextortion involving minors in 2022 

According to the U.S. Attorney’s office, there were more than 7,000 reports of sextortion involving minors seen by law enforcement agencies in 2022 which resulted in 3,000 who were primarily boys. Few cases ever witnessed victims committing suicide. 

The sextortion schemes majorly occur in online platforms where people utilize social media platforms to communicate with young audiences and gain explicit content such as photos and videos from them for financial benefit. Predators often create fake IDs and target minors by becoming overly friendly to gain their trust. 

Conclusion 

Sexting is a common practice performed among adults at a large scale to overcome relationship challenges between couples and enhance intimacy. Based on the above statistics and surveys conducted by experts it is clear that the number of people engaging in sexting is rising and accepting sexually explicit conversations in the digital form. Although it is common among adults it’s quite a risky activity when it comes to teenagers and should be avoided by anyone below the age of 18 as it causes various risky concerns such as sharing of explicit images or videos of teens without consent.

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Loneliness Statistics Worldwide 2024

Loneliness is an unwelcoming feeling caused by a lack of companionship. Nearly, 1 in 4 adults experience loneliness worldwide. Although many people do not recognize loneliness as a serious concern, it’s important to know its effects can be extreme and wide-ranging. Around 52% of people in the United States are lonely, with young adults aged 18 to 24 being the loneliest. In this article, we will look at loneliness statistics worldwide in 2024 and the latest trends to understand the behavior and risks associated with lonely people. Many people are turning to technology solutions like the AI Girlfriend app or Sexting AI Platforms to combat feelings of loneliness.

Top Loneliness Statistics & Facts

  • 52% of the people in the United States experience loneliness. 
  • One in four young people feels lonely globally. 
  • Brazil is the leading country with the highest number of people feeling lonely regularly. 
  • Young adults aged 18 to 24 are the loneliest age group. 
  • 65% of the parents and guardians are experiencing loneliness compared to non-parents 55%. 
  • Old adults aged 65 and above are the age group with the lowest number of lonely people. 
  • Social media usage is linked with increased feelings of loneliness. 
  • 77% of people who have poor physical health are lonely.

Distribution of feeling Loneliness among adults 2021 by Country

A global survey conducted in 2021 revealed that 33% of individuals worldwide feel lonely. Brazil is the leading country with 50% of people feeling lonely often regularly, while 28% of people hardly or never feel lonely. Turkey is ranked second in the list with 46% of people experiencing loneliness and India is in the third position with 43% of people experiencing loneliness. The survey also revealed that the Netherlands, Germany, Japan, and Russia were among the countries with the highest share of people who didn’t feel lonely. 

Here is a breakdown of the countries with the highest number of respondents feeling lonely among adults: 

Countries Often/Always feel lonely/ Some of the times Hardly/Never feel lonely 
Brazil 50%28%
Turkey 46%32%
India 43%27%
Saudi Arabia 43%37%
Italy 41%29%
South Africa 40%28%
Malaysia 39%21%
South Korea 38%28%
Chile 38%37%
Peru 37%35%
France 36%39%
Argentina 35%38%
Mexico 34%40%
Great Britain 34%39%
Global Average 33%37%
Canada 31%36%
United States 31%41%
Singapore 30%36%
Australia 30%42%
Hungary 29%49%
Belgium 28%38%
Spain 27%42%
Germany 26%50%
China 26%27%
Sweden 25%42%
Russia 25%49%
Poland 23%38%
Japan 16%48%
Netherlands 15%55%

Source: Statista 

Share of individuals worldwide reporting feelings of loneliness in 2022 

A survey was conducted in 2022 in 16 countries to understand the loneliness among people based on age group. It was revealed that young adults aged 18 to 24 were most likely to feel lonely by 59% and reported negative effects on wellbeing from feelings of loneliness. Age groups 25 to 34 were the second highest share of respondents that experienced loneliness. Surprisingly, older adults aged 65 and above had the lowest share of respondents experiencing loneliness, at 22%.  

Below, we have mentioned a table showcasing the negative effects of well-being by loneliness reported by people in 2022:

Age Group Share of respondents 
18 to 2459%
25 to 34 54%
35 to 44 47%
45 to 54 39%
55 to 64 32%
65 and older 22%

Source: Statista 

Distribution of People Feeling Lonely Worldwide by Gender 

The percentage reporting loneliness men and women face is pretty much the same. According to a survey, 24% of men and women have reported feeling extremely lonely globally. Although, there are countries where the rate of self-reported loneliness is much higher for women in comparison to men. 

Below, we have mentioned a table showcasing loneliness reported by people based on Gender: 

Gender Very/Fairly lonely A little lonely Not at all lonely 
Men 24%27%49%
Women 24%27%49%

Although the statistics between men and women are relatively equal regarding loneliness. It is stated that men are a little more likely to report feeling lonely compared to women. Meanwhile, some of the circumstances reported by women for feeling loneliness are as follows: 

  • Chronic Diseases
  • Widowhood 
  • Living alone away from family 
  • Some sort of Disability 

One in Four Young People in the World Feels Lonely

A survey conducted across 142 countries revealed that around 24% of people aged 15 and above reported feeling very lonely or fairly lonely upon asking, “How lonely do you feel?”

The share of respondents with the highest percentage of loneliness was surprisingly young adults between the ages of 19 and 29 (27%). Meanwhile, the older individuals were reportedly less lonely than the young audience. The lowest percentage of respondents experiencing loneliness was those between 65 and above. The survey conducted was an excellent reminder that loneliness is not an issue caused by aging and it can affect anyone regardless of a person’s age.

Here is a breakdown of the loneliness statistics based on Age group: 

Age Group Very/Fairly lonely A little lonely Not at all lonely 
15 to 18 25%30%45%
19 to 29 27%30%43%
30 to 4425%27%48%
45 to 6422%25%53%
65 and above 17%25%57%
Source: Statista 

The study, “The Global State of Social Connections,” was conducted by Gallup and Meta to understand the loneliness faced by people. The global results indicate that young adults aged 19 to 29 are the largest age group, experiencing loneliness by 27%, followed by teenagers aged 15 to 18 and adults 30 to 44 years old, who experience equal levels of loneliness by 25%. Apparently, older adults 65 and above have the lowest ratio in terms of loneliness (17%). 57% of old adults do not feel lonely at all. 

Loneliness Statistics in USA

  • 52% of Americans report feeling lonely
  • 47% of Americans report their relationships with others are not meaningful
  • 57% Single or not, 57% of Americans report eating all meals alone
  • 59% of Americans say they have a best friend, but 12% say they feel they don’t have any close friends.
  • Las Vegas, Washington, D.C., and Denver are the three loneliest cities in the U.S. Loneliness is 3 times higher than the national average in those cities.
  • Wyoming is the loneliest state of all per capita.
  • Wisconsin is the least lonely state in America per capita.
  • 58% of Americans sometimes or always feel like no one knows them well.
  • 61% of all U.S. adults reported feeling lonely, which is up 7% from last year

Percent of U.S. adults who are lonely, shown as demographics:

  • Gen Z: 79%
  • Millennials: 71%
  • Boomers: 50%
  • Men: 46%
  • Women: 45%

Loneliness Statistics By Race 

Race can also play a primary role in unique ways that can make a person feel lonely. Reports suggest that racial minorities can often lead to a person feeling lonely significantly. Here are some of the loneliness statistics by race:

  • A study by the National Academies of Sciences, Engineering, and Medicine, suggests that Black Americans are more likely to feel lonely in comparison to white Americans. 44% of Black adults in the U.S. have reported feeling lonely while 37% of white adults have stated feeling lonely. 
  • According to a study by Cigna, it is reported that Hispanic or Latino people have a higher rate of feeling lonely in comparison to non-Hispanic individuals. Some of the common reasons behind Hispanic or Latino people feeling more lonely can be caused by discrimination, language barriers, and lack of social support.
  • Similar to Hispanic or Latino people, Asian Americans are also likely to feel more lonely due to various cultural aspects like collectivism. According to a study conducted by the National Asian American Survey, it was revealed that Asian Americans who are facing discrimination have a higher chance of reporting loneliness.

It’s highly important to address loneliness faced by people across all different aspects including racial groups to highlight essential needs and challenges faced by the people. By recognizing the differences and discrimination people face, we can work towards creating a more inclusive and supportive space for all communities.

Loneliness Statistics by Income 

Income can play a significant role in a person’s life and influence loneliness at a large scale. Reports suggest that people who earn more are more likely to spend time alone and experience loneliness. However, many good-earning individuals don’t feel lonely daily despite spending most of their time working and less socializing with close ones.

Instead, individuals with lower incomes are reported to be lonely compared to people with higher incomes, regardless of socializing more. 10% of people earning less than $40,000 yearly are likely to feel lonely most days, while 5% report feeling lonely all the time.

People earning $80,000 or higher yearly are less likely to feel lonely as only 3% report feeling lonely.

Overall, income does play a crucial role in determining whether a person is feeling lonely or not. 

Parents and Guardians More Likely to Be Lonely than Non-Parents

A Poll was conducted during the pandemic by KFF Health Tracking to study the negative mental health impacts of adults and it was found that households with children are more likely to experience loneliness compared to non-parents in general. In addition, it was also revealed that mothers were more likely to experience mental health issues and loneliness compared to fathers. Below, we have mentioned statistics showcasing loneliness faced by parents and non-parents:

  • Reports show that 65% of the parents and guardians are experiencing loneliness, which is 10% higher compared to non-parents (55%). 
  • 42% of parents experiencing loneliness are more likely to feel a sense of being left out compared to 24% of non-parents experiencing loneliness. 
  • 69% of mothers experience loneliness which is 7% higher in terms of fathers who experience loneliness by 62%. 
  • 77% of single parents particularly struggle with loneliness. 

Family Connections Impact Feelings of Loneliness

There is no surprise that family relationships can have a major impact on people experiencing loneliness. People who deal with loneliness are less likely to share or discuss their emotions and feelings with others or go for support from their family members or close people.

  • 34% of adults have reported feeling “quite a bit” while talking to their family members or families regarding their feelings or emotions, which is half the rate of non-lonely people (68%). 
  • 65% of the parents or guardians experiencing loneliness might have stronger family support compared to non-parents who are lonely. Half of the lonely parents stated their family has supported them in life compared to 43% of non-parents experiencing loneliness. 
  • 45% of lonely adults stated their family has supported them in life compared to 78% of non-lonely adults. 

Physical and Mental Health Associated with Loneliness

According to research, people suffering from poor physical or mental health have shown more signs of experiencing loneliness in their lives. It doesn’t state that one issue is a reason for another but instead, it suggests that there are associations between physical and mental health with loneliness.

  • People suffering from any physical health problems are about 50% more likely to experience loneliness in comparison to people with stable or good physical health. 
  • 77% of people who have fair or poor physical health are lonely. Half of the people (50%) who have good or excellent physical health are encountering loneliness; this showcases a difference of 27% among people with different physical health. 
  • Adults who are classified as lonely are more likely to be diagnosed with a range of health issues such as weight problems, sleeping disorders, substance use, and more. 
  • Americans with mental health issues are twice as likely to encounter loneliness compared to those with good or strong mental health. 
  • 1 in 4 adults are classified as having poor mental health and among these 85% are experiencing loneliness compared to 42% of adults with good mental health. 
  • 1 in 3 lonely adults (33%) is diagnosed with medical treatment for mental health conditions such as depression, anxiety, bipolar disorder, and more. 

Impact of loneliness in the workplace 

Loneliness can cause a considerable change in the employee’s behavior such as lower productivity, decline in performance, lack of engagement with others, and more. Data showed that lonely employees are twice as likely to issue sick leave compared at work to non-lonely adults. The report also suggests that lonely employees are 5 times more likely to miss work due to stress issues than non-lonely people. They are also three times more likely to admit they are less productive than other employees. 

  • Loneliness can become a hurdle in an employee’s productivity. 47% of the lonely employees reported they can work efficiently and best with the best abilities compared to two-thirds of the non-lonely employees who are 64% likely to work efficiently with excellent abilities. 
  • 42% of employees encountering loneliness say they feel they are “mentally somewhere else” while working compared to non-lonely workers (18%). 
  • People experiencing loneliness have a higher chance of feeling dissatisfied with their job. Lonely employees are 3 times more likely to stay unhappy with their job by 21% compared to non-lonely workers who are experiencing dissatisfaction with their job by 7%.
  • 3 in 10 employees suffering from loneliness stated they are not feeling well while working in the past 3 months compared to 14% of non-lonely workers. 
  • Lonely employees are more likely to report that their physical, emotional, and mental health barged into their working space and affected their performance. Nearly 1 in 5 lonely employees stated their mental health was causing major interference in their work within the last month alone.

Sexting as a coping mechanism for loneliness:

In the digital age, as loneliness prevails among various age groups, many turn to the internet for connection. One prevalent activity is sexting, which can be a double-edged sword. While it may provide a temporary feeling of connection and intimacy, it’s crucial to understand its implications fully.

AI Girlfriend as a solution to loneliness

With advancing technology, artificial intelligence offers new ways to combat loneliness. The concept of an AI girlfriend, which simulates emotional and conversational interactions, is gaining popularity. This technology aims to provide companionship without the complexities of human relationships.

Conclusion 

The percentage of individuals experiencing loneliness is pretty high with nearly 1 in 4 young adults worldwide feeling lonely. Although anyone can experience loneliness regardless of their age group, various aspects such as demographics, physical health, mental health, financial status, and more can have a significant role in whether a person is feeling lonely or not. Above we have mentioned top statistics on loneliness to provide you with a better understanding of its impact and challenges. 

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Tiktok Statistics For 2024: Users, Demographics, Trends

TikTok is currently one of the most popular social media platforms worldwide with over 1.7 billion users as of 2023. This short video-sharing tool gained massive popularity in 2020 peaking at approximately 313.5 million downloads during the first quarter.

TikTok was initially launched in 2016 for the Chinese audience but later on, Bytedance decided to roll the app to a wider audience by launching the app in various other countries including the United States, which is today the largest TikTok audience with 143.4 million users.

In this article, we are going to take an in-depth look at TikTok Statistics as of 2023 and talk about the total number of users globally, the largest age group, popular categories, and much more.

TikTok Key Statistics

  • TikTok has 150 million active monthly users in the United States. 
  • An Average TikTok user spends more than 1.5 hours each day on TikTok. 
  • Nearly half of Gen Z are utilizing TikTok and Instagram for search purposes instead of using Google search engines.
  • 33% of TikTok users have claimed they use TikTok regularly to gain updates on the latest news from the app. (Pew)
  • TikTok was the most downloaded app in 2021 beating various popular social media apps such as Instagram, Facebook, and Snapchat. 
  • In 2022, Consumers in China spent more than $200 Billion on the e-commerce offering in TikTok. 
  • More than 1 billion videos are being viewed on TikTok every day. 
  • On TikTok, there are more than 500 million businesses and countless small businesses available. 
  • The majority of TikTok users fall under the age of 18 to 24. 
  • TikTok was downloaded more than 700 million times worldwide during the first quarter of 2023. 
  • In the first three quarters of 2023, TikTok registered a revenue of about $9.4 billion.
  • The best time to post on TikTok is Tuesday – 9 am EST, Thursday – 12 am, and Friday – 5 am. 
  • 9 am to 11 am EST from Monday to Friday is considered the most suitable time to go live on TikTok.

Also Read: Everything You Need to Know about TikTok Ban in the U.S

TikTok Overview 

Launch Date September 2016 (China),  August 2018 (Worldwide release) 
Headquarters Beijing, China
Total languages available in 40 languages 
OwnerByteDance
Industry Social Networking

Number of TikTok users worldwide from 2018 to 2027

In 2023, TikTok counted approximately 1.9 billion users globally. TikTok witnessed massive popularity in 2020 rising from 652.5 million in 2019 to 1,035 million in 2020. Here is a breakdown of the total number of TikTok users worldwide from 2018 to 2027. 

Year TikTok Users 
20272,249 million 
20262,198 million 
20252,136 million 
20242,051 million 
20231,922 million 
20221,719 million 
2021 1,407 million 
20201,035 million 
2019652.5 million 
2018    347.1 million 

Source: Statista 

Leading Countries with the largest TikTok users as of October 2023

The United States is the leading country with highest TikTok user count of 143.4 million, followed by Indonesia who has a total count of 106.52 million as of October 2023. 

Country Name TikTok User 
United States 143.4 million 
Indonesia 106.52 million 
Brazil 94.96 million 
Mexico 68.89 million 
Vietnam 62.61 million 
Russian Federation 59.12 million 
Pakistan 48.12 million 
Philippines 39.48 million 
Thailand 38.08 million 

Source: Statista 

18 to 34 is the age group with largest TikTok users 

The short-form video-sharing application TikTok is highly popular among the younger generation. The age group with the highest number of TikTok users ranges between 18 to 34. Below is a table showcasing the TikTok’s user base depending on the Age group: 

Age Group User Percentage 
18 to 24 37.3% 
25 to 34 32.9% 
35 to 44 15.7% 
45 to 54 8.3% 
55+ 5.8% 

TikTok Users by Gender 

TikTok contains a pretty equal ratio when it comes to the distribution of users by Gender. As of October 2023, approximately 49.2% of TikTok users worldwide were women. While the male users were approximately 50.8% of the total globally. (Statista

Distribution of TikTok Users based on Age Group and Gender 

Now that we are aware that 49.2% of TikTok users are women and 50.8% are male, let’s take a deeper look at the usage of TikTok based on their Age Group and Gender. Here is a table providing an entire breakdown of the total number of TikTok users based on their Age and Gender. 

Age Group Female Male 
18 to 24 18.2%18%
24 to 34 15.2%16.9%
35 to 44 7.9%8.6%
45 to 54 4.4%4.3%
55+ 3.4%3%

Source: Statista

As of October 2023, the age of 18 to 24 was found as the age group with the highest amount of TikTok audience worldwide. A total of 18.2% of women and 18% of the men in the platform audience were between the ages of 18 to 24. The second highest age group was 24 to 34 with 15.2% female audience and 16.9% male audience. 

Most Popular Category on TikTok

According to TikTok statistics, “Entertainment” is the most popular category in the short-video sharing platform worldwide. The Entertainment hashtag has a total of 535 billion hashtag views on TikTok.

The second most popular category on TikTok is “Dance” with 181 Billion hashtag views. Below is a table showcasing the overview of some of the most popular categories on TikTok: 

CategoryPopularity by Hashtag Search
Entertainment 535 Billion
Dance 181 Billion 
Pranks 79 Billion 
Fitness/Sports 57 Billion 
Home reno/D.I.Y.39 Billion 
Beauty/skincare33 Billion 

TikTok is the leading social media platform with the highest engagement rate per post

TikTok has an engagement rate of 17.96 for Micro (users with less than 15K followers) which is much higher compared to Instagram’s 3.86% and YouTube’s 1.63%. Here is a table showcasing the engagement rate of different types of influencers on TikTok in comparison to Instagram and YouTube:

Influencer Type TikTok Instagram YouTube 
Micro (less than 15K followers)17.96%3.86%1.63%
Regular(15k-50k followers)9.75%2.39%0.51%
Rising(50k-100k followers)8.37%1.87%0.46%
Mid(100k-500k followers)6.67%1.62%0.43%
Macro (500k – 1 mil. followers)6.20%1.36%0.44%
Mega (Over 1 mil. followers)4.96%1.21%0.37%

Source: Upfluence

TikTok Download Statistics

TikTok was named the second social media app that crossed 3 billion all-time downloads. It was reported that there were more than 770 million TikTok app downloads during the first three quarters of 2023. Let’s take a look at some of the additional facts related to TikTok downloads: 

  • In 2022, TikTok was the most downloaded app with 879.2 million downloads globally. 
  • During the second quarter of 2022, Colombia became the leading country with the highest TikTok downloads growth from the App Store.
  • According to recent market data, it was revealed that TikTok witnessed a global decline in quarterly downloads during the 2nd quarter of 2022 by 37%.
  • The country that witnessed the most decline was Finland with a total of – 27%. 
  • In the first half of 2021, TikTok has declared the most downloaded non-gaming app with 383 million downloads. 
  • TikTok has more than 1 billion downloads on Google Play Store. 

Here is a complete breakdown of the total number of TikTok downloads over the years. 

Year Total number downloads 
2023 (Till the Q3)770 million
2022879.2 million
2021656 million
2020850 million
2019693 million
2018657 million
2017 132 million

Source: Statista

Bonus Tip

As social media continues to evolve, platforms like TikTok not only shape entertainment trends but also influence tech applications in personal communication. Understanding this intersection can provide insights into user engagement and preferences across different digital environments. For a deeper dive into how AI is transforming personal interactions online, particularly in private communications, explore our discussion on the use of AI sexting chatbots for sex chat here.

Wrapping Up 

TikTok is currently one of the most popular social media platforms worldwide with more than 1.7 billion users. This short video-sharing platform is expected to witness more growth in coming years and is expected to reach 2,249 million by 2027 according to Statista.

TikTok is an excellent platform for anyone who wants to promote their brand online considering its excellent engagement rate. We hope this article has helped you gain data about TikTok, its downloads, popular categories, and much more. 

For a comprehensive overview of another visual-centric social media platform, check out our detailed article on Instagram Statistics.

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7 Best Gay AI Chatbots for Spicy Gay Sexting

Gay AI chatbots are becoming increasingly popular for their ability to engage in sexting and create erotic scenarios that cater to users’ fantasies. In this article, we’ll explore the top 7 Gay AI Chatbots designed for spicy gay sexting.

These chatbots utilize advanced AI technology and natural language processing to create immersive and interactive experiences for users looking to engage in gay sexting.

7 Best Gay AI Chatbots for Spicy Gay Sexting

Each Gay AI Chatbot mentioned below contains unique features and capabilities that help you provide an immersive and lifelike Gay sexing experience online.

1. Candy AI

Candy AI is the ultimate AI Gay Sexting platform where users can explore their sexuality and engage in explicit conversations with a wide range of Male and Female AI models. This platform offers an extensive range of AI models in both Anime and Realistic style and each character contains a short description among itself stating the age and personality of the AI model. 

To begin sexting on Candy AI, users need to simply navigate to the official site of Candy AI and select who they are interested in, “Male or Female.” Once you have selected your desired gender, a wide range of AI model options will appear on your screen. Choose your favorite character and begin chatting with them. You can unleash your imagination, desires, fantasies, or anything with your selected character. 

Key Features: 

  • It contains an extensive amount of AI character options in both Males and Females for sexting. 
  • Users can also create a brand new AI character for themselves by customizing its appearance and personality on this platform. 
  • Users can request images in various environments or scenarios to their AI model to feel more connected and gain a personalized experience. 

Pricing:

Candy AI contains two premium plans $12.99/month and $69.99/year. 

2. FAPAI.app

FAPai.app is an AI chatbot platform also designed for gay sexting. FAPai’s Gay AI chatbots bring an enticing twist to AI interactions, offering a unique, satisfying experience that rivals human conversations. With FAPai, users can delve into sensual dialogue with Gay AI personalities crafted to enhance satisfaction and fulfill intimate fantasies.

Features:

  • AI chatbots crafted specifically for gay sexting
  • New fantasy characters are released weekly
  • Offers deep, imaginative conversation beyond basic chat
  • Wide variety of characters to suit diverse tastes
  • 24/7 availability for discreet, private chats

3. CrushOn AI

CrushOn AI is another popular AI chatbot that encourages users to engage in Gay sexting with a variety of AI models. This is a Gay NSFW AI chat platform where users can interact with their desired AI characters and unleash their desires and fantasies without any restrictions. 

CrushOn AI offers a wide range of AI characters in numerous categories such as Anime, MILF, DILF, Fictional, Historical, and much more. Apart from this, users can also create a custom AI character for themselves on this platform for a more personalized gay sexting experience. This way, users can create a character with a custom name, image, definition, personality, and more. 

Key Features:

  • A wide range of AI characters is available in various categories such as Historical, fictional, Action, Game, Anime, Celebrity, and more. 
  • Users can create their customized AI characters on this platform for a personalized experience.
  • It contains a simple and intuitive interface that anyone can access. 

Pricing: 

A free plan is available, paid plans are mentioned below: 

Standard Plan Premium Plan Deluxe Plan 
$5.99/month $14.99/month $49.99/month 

4. PepHop AI 

PepHop AI is an excellent AI chatbot platform that allows users to engage in Gay explicit conversation with a variety of different AI chatbots. Through this platform, users can unleash their desires and talk about everything regardless of their sexual orientation. 

PepHop AI offers a wide range of AI chatbot options in numerous categories such as No Binary, Anime, Male, Female, and more. In addition, users can even design a personalized Gay AI chatbot specially for themselves by customizing its interests and personalities based on individual preferences.

Features: 

  • Users can interact with Gay AI chatbots and ask them to engage in roleplay scenarios and explore their desired fantasies effortlessly. 
  • With PepHop AI users can design their own AI Gay chatbot and generate a custom name, introduction, avatar, etc. 
  • It offers excellent privacy and security measures to ensure the conversation between the user and the AI chatbot remains private and secure. 

Pricing:

Lite Plan Classic Plan Elite Plan
$4.99/month $9.99/month$29.99/month
2,000 messages per month5,000 messages per month16,000 messages per month

5. SpicyChat AI

Just like the name suggests, SpicyChat AI is an AI-powered chatbot that allows users to engage in uncensored and spicy conversations with their desired AI characters. To access Gay AI Sex chat on this platform, users need to start by navigating to the official site of SpicyChat AI and sign up using their email. After this, under the tag sections, type “LGBTQ+” and tap on it, and the platform will display all the gay sexting chatbots. Select any chatbot based on your preferences, and that’s it. You can chat about anything with your chatbot without any restrictions. 

This tool also allows users to generate their own chatbot by providing a Name, Title, Greeting, Chatbot personality, avatar, and tags. Overall, SpicyChat AI is one of the best websites that can provide your spicy gay sexting experience using simple methods. 

Key Features: 

  • SpicyChat AI contains various AI characters in different tags. 
  • This tool allows users to generate their own customized AI chatbot for a personalized experience online. 
  • Users can also engage in roleplay with their desired AI chatbot and engage in unique storylines and scenarios. 

Pricing: 

There are three membership plans available for SpicyChat AI which are mentioned below: 

Get a Taste True Supporter I’m All in 
$5.00/month$14.50/month $24.95/month

6. MyAnima AI

MyAnima AI is one of the best AI Gay Chat Apps where users can truly express their emotions and imagination to their virtual companion. This chatbot is powered by artificial intelligence and allows users to engage in conversations with a variety of AI characters and have a fun experience online. This chatbot is here to provide companionship, roleplay, and more. Not only does this platform listen to everything that you say, but it also understands everything that you feel and express. 

The stand-out part about this platform is that it’s available 24/7; therefore, whether it’s the middle of the night or early morning, if you feel distressed, you can navigate to MyAnima and express your feelings with it. In addition, this tool also offers roleplay features using which users can effortlessly engage in role-play conversations and engage in various unique storylines and scenarios for a fun experience online. 

Key Features: 

  • It contains a mobile application for both iOS and Android devices. 
  • Easy to access as it contains a simple and intuitive interface. 
  • Users can engage in roleplay on this platform. 
  • MyAnima AI is available 24/7. 

Pricing: 

Free, in-app purchasing begins at $2.99. 

7. Talk Dirty AI

Lastly, we have TalkDirty AI. This is another impressive AI-powered chatbot where users can express their imagination and fantasies and talk about anything, including Gay sexting with the AI chatbot without any restrictions. 

To access this platform, users need to visit TalkDirty AI’s official website and sign up using their email address. Once done, Enter an open-ended prompt to set the scene, and let the advanced technology of AI put you on a fascinating journey. Users need to enter a short description of a scene that they like and the AI technology will instantly generate a conversation for them based on their likes. This way you can engage in different scenarios on this platform and have a fun and unique experience sexting.  

Key Features: 

  • This platform allows users to engage in conversations with unique scenarios and storylines. 
  • It contains an active community where users can browse various other storylines and continue the conversations. 
  • It is simple to use. 

Pricing: 

TalkDirty AI contains a premium plan available for $19.99 that provides various advanced features such as unlimited chats, unlimited scenarios, and interactive images. 

Conclusion

Gay AI Chat Apps are excellent AI-powered chatbots that can help generate human-like responses to your sexting requests and fulfill all your desires and fantasies effortlessly. The majority of these platforms not only allow users to engage in gay sexting but also encourage them to create their own custom AI chatbot for a personalized experience. Above we have mentioned 5 Best AI Gay Chat Apps where users can unleash their imagination and engage in unique roleplay effortlessly. 

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A Visual Guide to the Startup Universe

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2013 Data Science Salary Survey: Open source tools correlate with higher salary

“In our report, 2013 Data Science Salary Survey, we make our own data-driven contribution to the conversation. We collected a survey from attendees of the Strata Conference in New York and Santa Clara, California, about tool usage and salary…

What did we find?

In a sentence: those who use data tools make more.

More specifically, the tools that correlate with higher salary are scalable and generally open source; they are often script-based or built for machine learning.  Those attendees who tend to use one such tool tend to use others––that is, these tools form a ‘cluster’ in terms of usage among our sample.  Perhaps just as interesting is that some of the traditional, popular tools such as Excel and SAS were not used as widely as R and Python. This might be food for thought for those data analysts who have thus far resisted learning how to code or moving beyond query-based data tools.”

Source: 2013 Data Science Salary Survey 

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The New Apple Wristop Computer: Not Designed for the Internet of Things

MIT Media Lab cofounder Nicholas Negroponte observed at a recent TED event that “I look today at some of the work being done around the Internet of Things and it’s kind of tragically pathetic.”

The “tragically pathetic” label has been especially fitting for wearables, considered the hottest segment of the Internet of Things.  Lauren Goode at Re/Code wrote back in March: “Let me guess: Your activity-tracking wristband is sitting on your dresser or in a drawer somewhere right now, while it seems that every day there’s a news report out about an upcoming wearable product that’s going to be better, cooler, smarter.”

All of this was going to change when Apple finally entered the category with its smart watch. Many observers hoped that Apple’s design principles, obsession with simplicity, and track record of delighting users with easy-to-use products, are going to finally give the world a useful and fun wearable.

Instead, we got a good-looking wrist-top computer. Not a simple, intuitive, and focused device but a generic, complex product with too many functions and options. Kevin McCullagh wrote in fastcodesing.com: “I can’t help but think Steve Jobs would have stopped the kitchen sink being thrown in like this. Do we really need photos and maps on a stamp-sized screen, when our phones are rarely out of reach? For all the claims of a ‘thousand no’s for every yes,’ the post-Jobs era is shaping up to be defined by less ruthless focus.” Back in June, Adam Lashinsky already made this general observation about the potential loss of the famed product development discipline: “Apple, once the epitome of simplicity, is becoming the unlikely poster child for complexity.”

“Complexity,” however, does not tell the whole story. By introducing a watch that is basically a computer on your wrist, Apple missed an opportunity not just to reorient the wearables market to something much better than “tragically pathetic,” but also to define the design and usability principles for the Internet of Things.

In his TED talk, Negroponte highlighted what he called “not a particularly enlightened view of the Internet of Things.” This is the tendency to move the intelligence (or functionality of many devices) into the cell phone (or the wearable), instead of building the intelligence into the “thing,” whatever the thing is – the oven, the refrigerator, the road, the walls, all the physical things around us. More generally, it is the tendency to continue evolving the current computer paradigm—from the mainframe to the laptop to the wristop computer—instead of developing a completely new Internet of Things paradigm.

The new paradigm should embrace and evolve the principles of what was once called “ubiquitous computing.” The history of that vision over the last two decades may help illuminate where the Internet of Things is today and where it may or may not go.

In 1991, Mark Weiser, then head of the Computer Science Lab at Xerox PARC, published an article in Scientific American titled “The Computer for the 21st Century.” The article opens with what should be the rallying cry for the Internet of Things today: “The most profound technologies are those that disappear. They weave themselves into the fabric of everyday life until they are indistinguishable from it.”

Weiser went on to explain what was wrong with the personal computing revolution brought on by Apple and others: “The arcane aura that surrounds personal computers is not just a ‘user interface’ problem. My colleague and I at the Xerox Palo Alto Research Center think that the idea of a ‘personal’ computer itself is misplaced and that the visions of laptop machines, dynabooks and ‘knowledge navigators’ is only a transitional step toward achieving the real potential of information technology.  Such machines cannot truly make computing an integral, invisible part of people’s lives.”

Weiser understood that, conceptually, the PC was simply a mainframe on a desk, albeit with easier-to-use applications.  He misjudged, however, the powerful and long-lasting impact that this new productivity and life-enhancing tool would exert on millions of users worldwide. Weiser wrote: “My colleagues and I at PARC believe that what we call ubiquitous computing will gradually emerge as the dominant mode of computer access over the next 20 years. … [B]y making everything faster and easier to do, with less strain and fewer mental gymnastics, it will transform what is apparently possible. … [M]achines that fit the human environment instead of forcing humans to enter theirs will make using a computer as refreshing as taking a walk in the woods.”

Ubiquitous computing has not become the “dominant mode of computer access” mostly because of Steve Jobs’ Apple. It successfully invented variations on the theme of the Internet of Computers: The iPod, the iPhone, the iPad. All of them beautifully designed, easy-to-use, and useful. All of them cementing and enlarging the dominance of the Internet of Computers paradigm. Now Apple has extended the paradigm by inventing a wristop computer. That the Apple Watch is more complex and less focused than Apple’s previous successful inventions matters less than the fact that it continues in their well-trodden path.

While the dominant paradigm has been reinforced and expanded by the successful innovations of Apple and others, the vision of ubiquitous computing has not died. Today, when we are adding intelligence to things at an accelerating rate, it is more important than ever. Earlier this year, I asked Bob Metcalfe what is required to make us happy with our Internet of Things experience. “Not so much good UX, but no UX at all,” he said. “The IoT should disappear into the woodwork, even faster than Ethernet has.” Metcalfe invented the Ethernet at Xerox PARC at the time Weiser and others were working on making computers disappear.

Besides ubiquity, there are at least two other dimensions to the new paradigm of the Internet of Things. One is seamless connectivity. In response to the same question, Google’s Hal Varian told me, “I think that the big challenge now is interoperability. Given the fact that there will be an explosion of new devices, it is important that they talk to each other. For example, I want my smoke alarm to talk to my bedroom lights, and my garden moisture detector to talk to my lawn sprinkler.” No more islands of computing, a hallmark of the Internet of (isolated) Computers.

Another important dimension of the new paradigm is useful data. Not big or small, nor irrelevant or trapped in a silo, just useful. The value of the “things” in the Internet of Things paradigm is measured by how well the data they collect is analyzed and how quickly useful feedback based on this analysis is delivered to the user.

Disappearing into the woodwork. All things talking to all things. Useful data. It may not be Apple, but the company or companies that will master these will usher in the new era of the Internet of Things where we finally get over our mainframe/PC/Wristop computer habit.

[Originally published on Forbes.com]

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Big Data Quotes: Einstein, Come Back When You’ve Got Data

“Big data is what happened when the cost of storing information became less than the cost of making the decision to throw it away”—George Dyson (quoted by Tim O’Reilly)

“If the engineers have their way, every idea, memory, and feeling—the recorded consciousness of a single lifetime—will be stored in the cloud… ‘Information overload’ once referred to the difficulty of absorbing intelligently the data produced by others. Now we face the peril of choking on our own…By remembering everything, we may become haunted by our pasts and immobilized by digital distractions—or we may gain new powers to prevent the bad and promote the good”—G. Pascal Zachary

“[I]n a world where massive datasets can be analysed to identify patterns not easily identified using simpler analogue methods, what happens to genius of the Einstein variety?

Genius is about big ideas, not big data. Analysing the attributes and characteristics of anything is guaranteed to find some patterns. It is inherently a theoretical exercise, one that requires minimal thought once you’ve figured out what you want to measure. If you’re not sure, just measure everything you can get your hands on. Since the number of observations — the size of the sample — is by definition huge, the laws of statistics kick in quickly to ensure that significant relationships will be identified. And who could argue with the data?

Unfortunately, analysing data to identify patterns requires you to have the data. That means that big data is, by necessity, backward-looking; you can only analyze what has happened in the past, not what you can imagine happening in the future. In fact, there is no room for imagination, for serendipitous connections to be made, for learning new things that go beyond the data. Big data gives you the answer to whatever problem you might have (as long as you can collect enough relevant information to plug into your handy supercomputer). In that world, there is nothing to learn; the right answer is given…

What if Albert Einstein lived today and not 100 years ago? What would big data say about the general theory of relativity, about quantum theory? There was no empirical support for his ideas at the time — that’s why we call them breakthroughs.

Today, Einstein might be looked at as a curiosity, an ‘interesting’ man whose ideas were so out of the mainstream that a blogger would barely pay attention. Come back when you’ve got some data to support your point”—Sidney Finkelstein

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The CIO Interview: Annabelle Bexiga, TIAA-CREF

“Innovation is everyone’s job,” Annabelle Bexiga, EVP and CIO at TIAA-CREF told me recently. “The most mundane thing,” says Bexiga, “even stacking servers in the data center, can be innovative if you can think of a different way of doing it.”

Contrary to repeated predictions heralding the end of IT innovation, IT is now synonymous with the ever-changing technological landscape of all aspects of our lives. It is also synonymous, for the most part, with business innovation, as IT transforms all business activities from operations to manufacturing to customer relations.

At TIAA-CREF, the IT organization is innovating in support of the growth and expansion of the business. Founded in 1918 to provide retirement services to university faculty, TIAA-CREF is expanding to provide a wider range of financial services and establish a growing presence in other not-for-profit sectors, including health care, research, cultural organizations, and the public sector.  It is already one of the largest pension funds in the U.S., with $520 billion of assets under management, serving 3.9 million active and retired individuals, in addition to institutional investors, retirement plan sponsors, and financial planners.   Continue reading

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The Data Scientist Will Be Replaced By Tools

We just started to use the term “data scientist” and the demise of this new profession is already predicted? Well, at least it’s not one more “rise of the machines” prophecy; it’s the provocative title of a proposed panel for the upcoming SXSW.

The organizer of the panel, Scott Hendrickson of Gnip, has provided a useful run-down of some of the arguments for and against the possible disappearance of data scientists. Supporting the proposition are the current scarcity of data science talent and a slew of startups providing “data science as a service.” As an example of the opposition to the “democratization of algorithms,” Hendrickson quotes Cathy (Mathbabe) O’Neil who wrote recently that “if your model fails, you want to be able to figure out why it failed. The only way to do that is to know how it works to begin with. Even if it worked in a given situation, when you train on slightly different data you might run into something that throws it for a loop, and you’d better be able to figure out what that is.” In other words, machines will never have the deep understanding of the tools of data science that is required to practice data science.   Continue reading

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