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Author Topic: [Experimental] Bitcointalk quality score  (Read 323 times)
Vod
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January 13, 2026, 08:55:48 PM
Merited by *Ace* (1)
 #21

Help is welcome, thank you, Vod! What would you like to participate in?

I'll help you test your code.   Wink  When I enter my username into your tool, I want to see my score.  So build the tool lol

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.Duelbits PREDICT..
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.WHERE EVERYTHING IS A MARKET..
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Will Bitcoin hit $200,000
before January 1st 2027?

    No @1.15         Yes @6.00    
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  CHECK MORE > 
*Ace* (OP)
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January 13, 2026, 09:22:13 PM
 #22

Help is welcome, thank you, Vod! What would you like to participate in?

I'll help you test your code.   Wink  When I enter my username into your tool, I want to see my score.  So build the tool lol

Would you like a preview of your score? Grin

I saw something you won't like!




Honestly! You're not low quality! It's just a formula that needs to be fine-tuned.

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   ✦
 
Claim your reward
every day until
December 25th!
|

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[..►PLAY..]
 
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dkbit98
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January 13, 2026, 09:32:53 PM
Merited by *Ace* (1)
 #23

Interesting idea, but there is no way you can measure quality in forum that easy.
I would say that with current formula your script more appropriate name is Quantity Score.
For getting more accurate Quality score you should include more factors, maybe how many members read and merited posts.

PS
OP you should release the code on Greasyfork.org website, that makes it more visible and easier to install.

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.Duelbits PREDICT..
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.
.WHERE EVERYTHING IS A MARKET..
█████
██
██







██
██
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Will Bitcoin hit $200,000
before January 1st 2027?

    No @1.15         Yes @6.00    
█████
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██







██
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  CHECK MORE > 
Mia Chloe
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January 13, 2026, 09:42:51 PM
Merited by *Ace* (1)
 #24

~snip
Well I must commend you for the Idea and for writing a code for it. However personally I don't fancy the idea. This feature is barely different from the reach feature on altcoins talks and any one can bear me witness it sucks over there. Now don't feel attacked I'm not trying to back lash your work.

However you too will agree that the forum generally recognises fine posters and I personally believe that it's enough. Barely going through a user's profile you can tell if they are a shit poster or not.

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.Duelbits PREDICT..
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.
.WHERE EVERYTHING IS A MARKET..
█████
██
██







██
██
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Will Bitcoin hit $200,000
before January 1st 2027?

    No @1.15         Yes @6.00    
█████
██
██







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  CHECK MORE > 
Upgrade00
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January 13, 2026, 09:57:36 PM
Merited by LoyceV (4), *Ace* (1)
 #25

Anyone who looks at a profile that has over 5000 merits their first instinct will be that this is an elite user regardless of the amount of posts they have made. A system that will function as well or better than this eye test will need to take a lot of factors into account including age of account, number of posts made and more.

You have a good idea with the concept of the idea but in practice I don't think it's a fair judge. The forum is very community based, this means lots of discussions would be made purely with the intention to communicate with other users and not to impact quality. This is what happens when people post naturally and not with the intention to chase merits, but they will offer quality at times it becomes necessary.

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.Duelbits PREDICT..
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.
.WHERE EVERYTHING IS A MARKET..
█████
██
██







██
██
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Will Bitcoin hit $200,000
before January 1st 2027?

    No @1.15         Yes @6.00    
█████
██
██







██
██
██████

  CHECK MORE > 
Ambatman
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January 13, 2026, 10:15:57 PM
 #26

This is great and though still biased towards merit even if it is the standard metric.
I have some questions though

1. Does it account for deleted posts /thread and also does it account for merit gotten from a deleted thread?

2. I have seen quality posters that frequent the off-topic board that post without a care of merit, does that make them low quality?

3. Economics board don't really get that much attention like some other boards and there are quality posters with to the metric you using that would brand them low.


I know no system is perfect but I just feel bad for ChartBuddy



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.WHERE EVERYTHING IS A MARKET..
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Will Bitcoin hit $200,000
before January 1st 2027?

    No @1.15         Yes @6.00    
█████
██
██







██
██
██████

  CHECK MORE > 
*Ace* (OP)
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January 13, 2026, 10:37:33 PM
Last edit: January 13, 2026, 10:50:28 PM by *Ace*
 #27

Interesting idea, but there is no way you can measure quality in forum that easy.
I would say that with current formula your script more appropriate name is Quantity Score.
For getting more accurate Quality score you should include more factors, maybe how many members read and merited posts.

PS
OP you should release the code on Greasyfork.org website, that makes it more visible and easier to install.

Your observation is correct but difficult to implement! As already mentioned, the tool does not check the content of posts, nor does it check where the posts are written.
Basically, it fetches the user profile page and obtains the data it needs to examine. It also takes the time data from bitlist to see if the user has recent activity or is inactive.
What it returns is a snapshot of what the community thinks of me or you, or of fillippone or LoyceV, babo, etc.
It does not examine quality in the strict sense of the word, but only what each of us has done during our time on this forum.
We wouldn't even need a tool to understand that, on average, I have received 0.8 Merit for each of my posts! But the formula would serve to eliminate false positives as much as possible, not reward shitposters, and understand, for better or worse, how we have behaved on the forum, whether we have been appreciated or not.

As far as you are concerned, I can openly say that vod has created a truly fantastic and impressive tool. It will not replace the Merit system, but rather serve as a different form of "voting" to understand how much we appreciate the contributions of others, without limiting the vote. I don't know if I'm explaining myself well, but in short, to give 1 Merit, I first have to earn 2, which in itself is a limitation.
I'm not saying that the Merit system has problems, but simply that it's not entirely fair!
In my opinion, this is precisely what gives rise to merit abusers.

I almost forgot! The tool will be released on Greasyfork as soon as I have a stable formula, so it will be clearly visible to everyone.

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   ✦
 
Claim your reward
every day until
December 25th!
|

██









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[..►PLAY..]
 
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sleepfirefly
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January 13, 2026, 11:22:59 PM
 #28

First, I commend your effort in putting this together, kudos to you!

But I tell you, post, and only post can be the true decider of whether a user is a quality poster. Once merits are considered, you missed it.
it is the simplistic way of determining if one is at least contributing something others find worth sending merits to though it is true that it’s not always the most accurate metric of quality but the tool can also show how active of a person has been recently because no matter how many the merits but they have not been receiving one in a long time, there must be a reason why
Vod
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Today at 12:29:39 AM
 #29

Honestly! You're not low quality! It's just a formula that needs to be fine-tuned.

This is what I mean by helping you test.  I'm not the type of guy to add you to my distrust list if you say something mean.  Smiley

Anyone who looks at a profile that has over 5000 merits their first instinct will be that this is an elite user regardless of the amount of posts they have made.

Not entirely true - posts often get extra merits because the source has too many.  Number of merits is not an indication of merit, though it should be

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.Duelbits PREDICT..
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.
.WHERE EVERYTHING IS A MARKET..
█████
██
██







██
██
██████
Will Bitcoin hit $200,000
before January 1st 2027?

    No @1.15         Yes @6.00    
█████
██
██







██
██
██████

  CHECK MORE > 
TypoTonic
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Today at 06:08:26 AM
 #30

Interesting idea, but there is no way you can measure quality in forum that easy.
I would say that with current formula your script more appropriate name is Quantity Score.
For getting more accurate Quality score you should include more factors, maybe how many members read and merited posts.
-snip-
Your observation is correct but difficult to implement! As already mentioned, the tool does not check the content of posts, nor does it check where the posts are written.
Basically, it fetches the user profile page and obtains the data it needs to examine. It also takes the time data from bitlist to see if the user has recent activity or is inactive.
-snip-
If only user profiles are checked, then maybe you can include the data from BPIP? I think it's worth considering these as additional factors:
Code:
Has earned 'x' merit 'y' times, from 'z' profiles

-snip- I don't know if I'm explaining myself well, but in short, to give 1 Merit, I first have to earn 2, which in itself is a limitation.
I'm not saying that the Merit system has problems, but simply that it's not entirely fair!
In my opinion, this is precisely what gives rise to merit abusers.
A perfect system doesn't exist, there will always be flaws. I honestly think (earned) merits would have more value if there was a sending limit of 1 per post, from when it was first introduced. (But that's just my opinion of course, sorry if it's a bit off-topic)

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Today at 06:15:28 AM
 #31

The tool might not be perfect in its current form, but it still has potential. I could see an automated scoring system being useful for determining who the worst posters are in a campaign. Too often I see users who are legendary rank but they hardly earn any merit. It is easier for those users to fly under the radar if they are in large campaigns with lots of participants, where managers might not have the time to go to every individual profile to see how frequently they earn merit.

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Today at 06:49:29 AM
 #32



For getting more accurate Quality score you should include more factors, maybe how many members read and merited posts.



I think, though difficult to implement according to *Ace*, the number of people who merited a post is always significant.
I have the suspect this was also a part of the recipe used in the last ddmrddmr merit shower.
Anyway, as always said, the true value of a post cannot be deduced by a formula, because only a human reader can assess it, and in the very moment you determine the formula, you immediately also fix the way to game that formula.

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Today at 07:18:09 AM
 #33

Not entirely true - posts often get extra merits because the source has too many.  Number of merits is not an indication of merit, though it should be
Except there is some sort of bias, this situation will not be happening with the same user over and over again to boost their score. You'll have to be doing something right to constantly get merits, that's why I set the bar as high as 5000 or we could take it higher to 8k or 10k, at that point it's >1% of the community, and I think that should count as elite. If we raise the bar higher than that, we are splitting hairs

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