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
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    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
  • 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
Twitter Analytics: Bio information and popularity
Illustration generated with Qwen Image.
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

Seven Misconceptions about Data Quality
Seven Misconceptions about Data Quality
How to Access 100M Time Series in R in Under 60 Seconds
The Journey from Big Data to Big Promise
A Hollywood Celebrity’s Use of Analytics
Big Data and the Demise of Analog Retail
TAGGED:random samplingtwitter analytics
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Technical architecture diagram and decision framework for the trouble with ai that won’t leave a job unfinished
The Trouble With AI That Won’t Leave a Job Unfinished
Artificial Intelligence News
Technical architecture diagram and decision framework for ai-powered logo generation: design.com vs looka
AI-Powered Logo Generation: Design.com vs Looka
Artificial Intelligence Exclusive
Retailers Should Stop Treating Every Stockout as Equal -- AI-generated illustration
Retailers Should Stop Treating Every Stockout as Equal
Business Intelligence Exclusive
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild? -- AI-generated illustration
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild?
Development Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

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

Big Data Blasphemy: Why Sample?

8 Min Read
Flat editorial illustration: The article is a SaaS and business guide to social media monitoring tools, covering how analytics pl
Data MiningPredictive Analytics

20 Twitter Monitoring and Analytics Tools: Legacy Features and Modern Options

19 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.

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
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?