We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Twitter Analytics: Bio information and popularity
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > Twitter Analytics: Bio information and popularity
Data Mining

Twitter Analytics: Bio information and popularity

ThemosKalafatis
ThemosKalafatis
5 Min Read
SHARE


In the previous post we identified words used in Tweets that appear to be associated with low number of followers: We found that when someone uses foul or negative language then his/her follower count appears to be affected negatively (see here for more).

It is time to identify the words contained in the biographies of popular Twitter users and to be more specific the biographies of users being in the top 30% (in terms of number of followers) of a random sample of 10,000 users. As I always have stated in these series of posts: Treat results as possible clues only. Please also notice how I used (in this and older posts) the words “appears” or “were found” when discussing correlation. The technique shown is the same as discussed in the previous post. Results are as follows :

  • Student appears to be correlated with low popularity accounts.
  • Engineer also appears to exist often in low popularity accounts although the correlation was not found to be as strong as for students.
  • Common words existing in popular users Bio appear to be the following: social, media, marketing, CEO, founder, author, entrepreneur, blog, twitter, news, writer, internet.

Some comments:

  • It is not suggested that by having specific words in your bio, you will get more followers. Many other things are and could be important in achieving a high follower count. Same applies for unpopular accounts.
  • Looking at the results i wondered why students were found to be associated with low follower numbers and i think that this requires more attention. One possible reason could be that students might be spending most of their social media time on FaceBook or other SM sites. There can be many pitfalls in performing a random sampling from Twitter and “Students” could be one of these cases. However, please share your comments.
  • Notice that some words that appear to be associated with high follower numbers are words that communicate authority ( ex. founder, CEO).

To recap from the last 3 posts:

1) Do not use foul language – keep your conversations positive.
2) Use “Thank you” often. “Stay tuned” seems to work well also.
3) Post frequently. Posting some links is also important.
4) Make sure you have a good Bio filled in.

Finally, if you find the contents of this blog interesting you can always have a look for more updates on my new account on Twitter @lifeanalytics and also send me your suggestions and/or comments.

Link to original post

More Read

Set to debut this week at CES, Mattel’s Mind Flex requires...
Set to debut this week at CES, Mattel’s Mind Flex requires…
Open Ocean
Data Mining Models: Behavioral Segmentation and Classification
First Look – Incanto
Revolution Analytics Hosts Contest on Business Predicting the Future
TAGGED:random samplingtwitter analytics
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

How Great Content Moves Through A Marketing Ecosystem -- AI-generated illustration
How Great Content Moves Through A Marketing Ecosystem
Exclusive Infographic Marketing
What Your Brand Misses That Data Reveals -- AI-generated illustration
What Your Brand Misses That Data Reveals
Big Data Exclusive Infographic
5 Common Mistakes Businesses Make During the Risk Assessment Process -- AI-generated illustration
5 Common Mistakes Businesses Make During the Risk Assessment Process
Business Intelligence Exclusive Risk Management
Protecting Brand Reputation During Digital Expansion -- AI-generated illustration
Protecting Brand Reputation During Digital Expansion
Business Rules Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Twitter to Release a Real-time Analytics Solution

3 Min Read

Twitter Analytics: Cluster Analysis reveals similar Twitter Users

6 Min Read
Big Data Blasphemy: Why Sample?
AnalyticsBest PracticesData MiningData QualityPredictive AnalyticsStatisticsWeb Analytics

Big Data Blasphemy: Why Sample?

8 Min Read
How BI and Data Analytics Professionals Used Twitter in September
AnalyticsBusiness Intelligence

How BI and Data Analytics Professionals Used Twitter in September

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?