Bonum Certa Men Certa

Commentary: StatCounter 'Global' Statistics

StatCounter bias



Summary: How StatCounter turns 4-5% of the world's population into 25% and reduces the world's largest Internet population (China) to just 2.46%, then claims to be measuring global market share (other surveys do the same thing)

AL submits: "Thank you for all your hard work in bringing us news through Techrights. I am reading it daily and find lots of interesting information.



"I read one of the comments from Mad Hatter in which he was talking about Wikipedia article on OS market share. I went to check it out and found that they use 1% for Linux (globally) based on the research by StatCounter Global. I was interested to see how this group is gathering their statistical data. If you go to their FAQ section they talk about sample size per country/region and there is a link to the full list of all countries. As they stated themselves their pool is 16,3 bln hits. Quite large I would say. But there is something interesting - the biggest group (region) is United States with 3,965,972,279 hits. That is almost 25% of the total pool. Now, my days of statistical studies are long gone but I still remember that in order to have accurate result you cannot over-represent one group. The result will be obviously skewed. We have one country that contributes almost 25% to the result compared to the rest of the world. As StatCounter states that they choose randomly that makes it very likely that lots of data on hits would be taken from USA. You know, for example, how much is the share of hits from China? 2,46%! In fact, looking at the whole list you can see that starting from Korea and further down the share is less than 1%! That includes countries like Poland, Greece, Japan, Russia, Switzerland etc.

“The result will be obviously skewed. We have one country that contributes almost 25% to the result compared to the rest of the world.”
      --Al
"I know some can say that there are many more computers sold in USA than in other countries (can't be true). But market share is more complex. If we have 95% (example) Linux presence on desktops in China, they would hardly make any influence with representation of only 2,46% on the StatCounter data. Do you see what I mean? There are of course many more problems with that. What kind of websites StatCounter is using to get hits? If we put hit counter on the website with Silverlight I don't think we will get many hits from Linux OS desktops, right? And even if the websites are getting hits from same amount of Linux OS and other OS desktops what will happen? StatCounter will randomly select hits from global pool and as data from USA will be more likely to get selected it will greatly skew the result and linux will always get under-represented. Lets say you have two crates: one with 10 pears and one with 250 tomatoes + 150 pears and you draw five times. However 3 times from first crate and 2 times from the second. You will have selected more pears than tomatoes. Even though there are 250 tomatoes and 150+10=160 pears. Is this reliable representation?"

Comments

Recent Techrights' Posts

Mass Layoffs at IBM, But Mostly in Secret (PIPs and 'Voluntary' Redundancies)
Gerstner laid off a record number of people; Krishna tries to find 'innovative' new ways to cause workers to leave
Secret Layoffs at Microsoft, Apparently More Sites Will Shut Down Entirely
vindicates us and serves to affirm what we've said for over a month
SLAPP Censorship - Part 156 Out of 200: Brett Wilson LLP Becoming Wilson FC
Now acting almost like one-person shop (lots of staff has fled this past year)
 
Sources-First Publication
Thank you for keeping us on track
Ubuntu is Not Linux
I was one of the first users of Ubuntu
Links 21/08/2026: Outrage Over Politicians Who Support Slop-Feeding Data Centres, "America Is About to Get More Expensive"
Links for the day
Gemini Links 21/08/2026: Rain Coming Back and "Small Internet"
Links for the day
Slop-ware: Nobody Knows What Code Goes Into Linux and Most Developers Cannot Understand the Rust Code (Even If They Tried)
So nobody is in charge
The Slop Pyramid Scheme (Not Boon!) Isn't Good for GNU/Linux, Even If the Plagiarism Engines (Framed as "Training" or "Intelligence") Almost Always Run GNU/Linux
We need the slop pop - we need the bubble to pop
North America: GNU/Linux Measured at 13%-15% Every Night
many (north) Americans use GNU/Linux at home and are using it to access the Web in the small hours of the morning
Links 21/08/2026: "Silicon Valley’s Billionaire Cults Are Coming for Democracy" and "Who’s Raking it in as the National Debt Explodes?"
Links for the day
SLAPP Censorship - Part 157 Out of 200: What is a 'Defamation Troll'?
"Defamation Mill" also
Northern Europe Leads the Pack in Abandoning Windows After Threats Made to Greenland (Says Clownflare Data)
Clownflare has a vast trove of data, so it cannot be easily dismissed as pure nonsense
Clownflare: In Past 12 Months Microsoft Windows Fell From ~80% to ~75% on Desktops/Laptops in Asia
Microsoft is deep in debt
The State of Slopfarms About "Linux" in August 2026
The Web needs serious cleanup, which curation can help deliver
IBM Offers Workers Some Money to Fire Themselves, It's Called "Next Step" and It's Allegedly 'Extended' (Not Enough Fools Have Fired Themselves)
Will IBM executives - including the CEO - ever be held accountable?
£5 Million Unsolicited/Undisclosed Bribes and What That Means to British Politics
It still remains unknown (disclosure denied) who helps fund the £1 million lawfare against us
[Satire] Pocock, Binface & nobodies vs Farage: defamation before UK High Court
Reprinted with permission from Daniel Pocock
The IBM Censorship Team, PIPs (Silent Layoffs) in IBM Europe
There seem to be many de facto layoffs going on at IBM right there
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Thursday, August 20, 2026
IRC logs for Thursday, August 20, 2026
Gemini Links 21/08/2026: "Ensmallening the BigWeb", "Rust Dependencies"
Links for the day
Links 20/08/2026: 'Linux' Foundation Promoting Slop Hype for Money (Hype as a Service), Malaysia’s Exports Jump 38% Year-on-Year
Links for the day
Gemini Links 20/08/2026: A "Break From Routine" and "Modem Was the Problem"
Links for the day
Clownflare Reckons GNU/Linux is on Almost 1 in 10 Laptops/Desktops in Western Europe
Western Europe and China are leaving more of GAFAM behind them
Looking Ahead at September
Rianne and I look forward to a productive September
Links 20/08/2026: Facebook "Ran Ads for an App That Promised to Nudify Female Politicians" and Facebook Faces "Social [Control] Media Addiction Trial"
Links for the day
Clownflare Sees GNU/Linux at 16% Market Share on Desktops/Laptops in Tajikistan
in Tajikistan it seems like adoption of GNU/Linux is exceptionally high, based on a very large data set associated with Web access
The Demise of Social Control Media Continues
Entering (anew) social control media in 2026 seems foolish
SLAPP Censorship - Part 155 Out of 200: Throwing Stones in Houses Made of Glass
character-assassination-as-a-service
Gemini Links 20/08/2026: Planners, Pantsing, Vinylyssee
Links for the day
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Wednesday, August 19, 2026
IRC logs for Wednesday, August 19, 2026
Gemini Links 19/08/2026: "Big Boost in Autonomy" and "Answer of E-Mail"
Links for the day
Firefox in Trouble in the US, Down to Lowest Level in 20+ Years
more sites will stop or intentionally neglect Firefox support
Clownflare: More Than 1 in 5 Laptops or Desktops in El Salvador Run GNU/Linux or ChromeOS
Clownflare Radar reckons it's more like 20%+ now
SLAPP Censorship - Part 154 Out of 200: Computer-Generated Legal Filings From Men Who Are Salaried by Mass Plagiarism Companies in Another Continent (America)
This isn't the behaviour of a moral person but of some sort of "crypto bro" or "slop bro"
Fired by IBM for Medical Leave, Rampant Censorship of IBM Critics Explained
We've already caught and showed many cases where thelayoff.com deleted comments that were not even remotely racist
Links 19/08/2026: First Amendment Under Fire by White House of Cards, "Universities Were Forced to Pay Up" for Not Censoring
Links for the day
Gemini Links 19/08/2026: What Friendship Means, Sm0lNet/SmolNet, and New Feeds
Links for the day
Omarchy is Already Dying
Same as the life cycle of slopfarms
No, WSL (Windows With Fake 'Linux') Isn't Growing Faster Than Ubuntu, This Was Disinformation Spread by a Microsoft Propaganda Site, Then Spread by Slopfarms
Be sceptical; Microsoft is truly desperate for anti-Linux spin right now, seeing that Windows is in a freefall
Microsoft's Mass Layoffs Impact the Ability to Run Microsoft
Can Microsoft still run Microsoft?
Microsoft's Active Directory ("AD") and "Entra" Are National Security Threats
Even the US government concluded Microsoft could not be trusted for security; it issued a formal report about it in April 2024
Instant Impact: GNU/Linux Skyrockets to 10% in China Days After Policy Changes
Let's see what the 'aftermath' looks like by year's end
Links 19/08/2026: Timothy James King (AmigaDOS) Dies, GitHub Goes Offline, Finland Wants to Shun Social Control Media
Links for the day
Slop's Achilles Heel: It Increases the Workload, Not Just Costs
Set aside its inability to scale well
Improving techrights.org
Technical debt (like 17 years with WordPress) is something that's better to address early, not later
Mass Layoffs at Dropbox, Blame the Debt, Not Slop Hype
The debt of Dropbox Inc., which isn't an imaginary (estimated) thing, is over 4 billion dollars
Microsoft is 'Angel of Death' to Developers (Even Its Own), 'Voluntary' Layoffs Happening Again
From what we are hearing and reading, there are 'voluntary' layoffs again
Over at Tux Machines...
GNU/Linux news for the past day
IRC Proceedings: Tuesday, August 18, 2026
IRC logs for Tuesday, August 18, 2026
Gemini Links 19/08/2026: Shirts, Handwriting, and Fights in Geminispace
Links for the day