Girish G N, Ashutosh Sahoo, Akshay SP, Gurukiran S, Dhanashekar Kandaswamy: zScore-N: A Neural Network for On-Chain Wallet Reputation Scoring https://arxiv.org/abs/2609.08247 https://arxiv.org/pdf/2609.08247 https://arxiv.org/html/2609.08247
September 9, 2026 at 6:41 AM
Girish G N, Ashutosh Sahoo, Akshay SP, Gurukiran S, Dhanashekar Kandaswamy: zScore-N: A Neural Network for On-Chain Wallet Reputation Scoring https://arxiv.org/abs/2609.08247 https://arxiv.org/pdf/2609.08247 https://arxiv.org/html/2609.08247
@buildthis.bisks.net Please make a webgl version of earth.nullschool.net where the wind currents are generated via hot/cold spots, where heat is generated through normal ocean temperature for water (no posters) and land temperature is a zscore calculation of user activity in an area
earth :: a global map of wind, weather, and ocean conditions
See current wind, weather, ocean, and pollution conditions, as forecast by supercomputers, on an interactive animated map. Updated every three hours.
earth.nullschool.net
July 27, 2026 at 3:32 PM
@buildthis.bisks.net Please make a webgl version of earth.nullschool.net where the wind currents are generated via hot/cold spots, where heat is generated through normal ocean temperature for water (no posters) and land temperature is a zscore calculation of user activity in an area
#MyGolfShotZ
ZScore is a sum of your shot ratings - measures overall shotmaking
Stay in the moment for more Good + Great shots
🔹 Increase ZScore
🔹 Increase the joy!
You will surely see lower scores.
Hitting good shots is the best thing in golf!
#Golf #BuildInPublic
ZScore is a sum of your shot ratings - measures overall shotmaking
Stay in the moment for more Good + Great shots
🔹 Increase ZScore
🔹 Increase the joy!
You will surely see lower scores.
Hitting good shots is the best thing in golf!
#Golf #BuildInPublic
June 24, 2026 at 9:30 PM
#MyGolfShotZ
ZScore is a sum of your shot ratings - measures overall shotmaking
Stay in the moment for more Good + Great shots
🔹 Increase ZScore
🔹 Increase the joy!
You will surely see lower scores.
Hitting good shots is the best thing in golf!
#Golf #BuildInPublic
ZScore is a sum of your shot ratings - measures overall shotmaking
Stay in the moment for more Good + Great shots
🔹 Increase ZScore
🔹 Increase the joy!
You will surely see lower scores.
Hitting good shots is the best thing in golf!
#Golf #BuildInPublic
And if you are worried about igf-1 it may be a good idea to add an igf-1 test with zscore to your bloodwork. If your zscore is like 4+ or something and your family has a history of cancer, well that's probably an issue lol. unlikely drinking a glass of milk would ever raise igf to these level
May 30, 2026 at 5:31 PM
And if you are worried about igf-1 it may be a good idea to add an igf-1 test with zscore to your bloodwork. If your zscore is like 4+ or something and your family has a history of cancer, well that's probably an issue lol. unlikely drinking a glass of milk would ever raise igf to these level
I just claimed my zScore. Now I’m ready to earn Zaps.
Use my invite link to get bonus Zaps on signup: app.zaps.wtf?referral_cod...
Built by @zerufinance
Use my invite link to get bonus Zaps on signup: app.zaps.wtf?referral_cod...
Built by @zerufinance
A super app of privileges based on your onchain history
Earn Zaps, build zScore, own zScore, climb leaderboards and win
app.zaps.wtf
May 25, 2026 at 12:21 PM
I just claimed my zScore. Now I’m ready to earn Zaps.
Use my invite link to get bonus Zaps on signup: app.zaps.wtf?referral_cod...
Built by @zerufinance
Use my invite link to get bonus Zaps on signup: app.zaps.wtf?referral_cod...
Built by @zerufinance
Psyche! (= zScore!)
Also love the 'PedoPutinPuppet' 🧯
Also love the 'PedoPutinPuppet' 🧯
March 27, 2026 at 7:30 AM
Psyche! (= zScore!)
Also love the 'PedoPutinPuppet' 🧯
Also love the 'PedoPutinPuppet' 🧯
February 7, 2026 at 2:36 PM
Researchers introduced the Z‑Score metric, a span‑level tool that scores three disfluency types—EDITED, INTJ, PRN—offering diagnostics beyond aggregate F1. Posted on 24 Sep 2025. Read more: https://getnews.me/z-scores-a-new-linguistic-metric-for-disfluency-removal-evaluation/ #zscore #disfluency
September 26, 2025 at 9:39 PM
Researchers introduced the Z‑Score metric, a span‑level tool that scores three disfluency types—EDITED, INTJ, PRN—offering diagnostics beyond aggregate F1. Posted on 24 Sep 2025. Read more: https://getnews.me/z-scores-a-new-linguistic-metric-for-disfluency-removal-evaluation/ #zscore #disfluency
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals: Dhanashekar Kandaswamy; Ashutosh Sahoo; Akshay SP; Gurukiran S; Parag Paul; Girish G N
NEP/RePEc link
to paper
d.repec.org
September 15, 2025 at 9:45 PM
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals: Dhanashekar Kandaswamy; Ashutosh Sahoo; Akshay SP; Gurukiran S; Parag Paul; Girish G N
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals: Dhanashekar Kandaswamy; Ashutosh Sahoo; Akshay SP; Gurukiran S; Parag Paul; Girish G N
NEP/RePEc link
to paper
d.repec.org
September 7, 2025 at 10:45 PM
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals: Dhanashekar Kandaswamy; Ashutosh Sahoo; Akshay SP; Gurukiran S; Parag Paul; Girish G N
2025/08/19 23:39:05 TPS: 17.233 | ZScore: 0.280 | Cooldown: 15.0s | DataPoints: 42 | IsSpike: False | Legacy30sPeriod: 534 | Legacy30sAvg: 526.20 | Legacy30sRatio: 1.015 | LegacyPeriods: 10 | CurrentTicks: 347
きれいに動く日はやっぱ30秒のAvgが1000以上あったんよね・・
きれいに動く日はやっぱ30秒のAvgが1000以上あったんよね・・
August 19, 2025 at 2:41 PM
2025/08/19 23:39:05 TPS: 17.233 | ZScore: 0.280 | Cooldown: 15.0s | DataPoints: 42 | IsSpike: False | Legacy30sPeriod: 534 | Legacy30sAvg: 526.20 | Legacy30sRatio: 1.015 | LegacyPeriods: 10 | CurrentTicks: 347
きれいに動く日はやっぱ30秒のAvgが1000以上あったんよね・・
きれいに動く日はやっぱ30秒のAvgが1000以上あったんよね・・
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals: Dhanashekar Kandaswamy; Ashutosh Sahoo; Akshay SP; Gurukiran S; Parag Paul; Girish G N
NEP/RePEc link
to paper
d.repec.org
August 19, 2025 at 11:45 AM
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals: Dhanashekar Kandaswamy; Ashutosh Sahoo; Akshay SP; Gurukiran S; Parag Paul; Girish G N
Dhanashekar Kandaswamy, Ashutosh Sahoo, Akshay SP, Gurukiran S, Parag Paul, Girish G N: Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals https://arxiv.org/abs/2507.20494 https://arxiv.org/pdf/2507.20494 https://arxiv.org/html/2507.20494
July 29, 2025 at 6:51 AM
Dhanashekar Kandaswamy, Ashutosh Sahoo, Akshay SP, Gurukiran S, Parag Paul, Girish G N: Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals https://arxiv.org/abs/2507.20494 https://arxiv.org/pdf/2507.20494 https://arxiv.org/html/2507.20494
TIL that since python3.4 there's default `statistics` module with things like mean, mode, quantiles, variance, covariance, correlations, zscore, and more!. No more needless numpy imports!
July 9, 2025 at 12:49 AM
TIL that since python3.4 there's default `statistics` module with things like mean, mode, quantiles, variance, covariance, correlations, zscore, and more!. No more needless numpy imports!
Odeio conviver com MT jovem, me sinto no zscore -2 em tudo
June 12, 2025 at 6:47 PM
Odeio conviver com MT jovem, me sinto no zscore -2 em tudo
At the character level, m and g have much smaller spaces than average (Zscore < -1) before them. Since they strongly tend to occur word finally, this is probably evidence that there isn't actually a word break there
June 9, 2025 at 7:02 PM
At the character level, m and g have much smaller spaces than average (Zscore < -1) before them. Since they strongly tend to occur word finally, this is probably evidence that there isn't actually a word break there
Made a CLI project in Golang that calculates the Z-score based on given input. A Z-Score is a statistical measurement of a score's relationship to the mean in a group of scores.I cant explain it any further lol.If there is anything wrong please tell me.
github.com/darius410/zs...
github.com/darius410/zs...
GitHub - darius410/zscore-calculator: A simple command-line tool to calculate z-scores.
A simple command-line tool to calculate z-scores. Contribute to darius410/zscore-calculator development by creating an account on GitHub.
github.com
May 21, 2025 at 3:18 PM
Made a CLI project in Golang that calculates the Z-score based on given input. A Z-Score is a statistical measurement of a score's relationship to the mean in a group of scores.I cant explain it any further lol.If there is anything wrong please tell me.
github.com/darius410/zs...
github.com/darius410/zs...
🚀 ¿Bitcoin aún tiene camino al alza? ¡Descúbrelo aquí! #Bitcoin, #BTC, #Criptomonedas, #Trading, #Inversión, #AnálisisTécnico, #CryptoNews, #PrecioBitcoin, #MúltipleDeMayer, #ZScore, #CryptoTrading, #MercadoCripto, youtu.be/t_2-5n56PfA
🚀 ¿Bitcoin aún tiene camino al alza? ¡Descúbrelo aquí!
YouTube video by TENERIFEWEEK
youtu.be
May 20, 2025 at 10:35 AM
🚀 ¿Bitcoin aún tiene camino al alza? ¡Descúbrelo aquí! #Bitcoin, #BTC, #Criptomonedas, #Trading, #Inversión, #AnálisisTécnico, #CryptoNews, #PrecioBitcoin, #MúltipleDeMayer, #ZScore, #CryptoTrading, #MercadoCripto, youtu.be/t_2-5n56PfA
agora desenvolvendo um painel de analise de dados com um time que n sabe o que eh iqr ou zscore
May 6, 2025 at 7:23 PM
agora desenvolvendo um painel de analise de dados com um time que n sabe o que eh iqr ou zscore
Holy 💩 I owe about 11 people a huge apology 🙇🏻♂️
This last week I've been thinking "Huh, some of these posts in the feed are a bit off"
Then I checked scoring. User<->user<->creator similarity scores are very good. zScore decay for engagement metrics is good... I must be imagining things....
This last week I've been thinking "Huh, some of these posts in the feed are a bit off"
Then I checked scoring. User<->user<->creator similarity scores are very good. zScore decay for engagement metrics is good... I must be imagining things....
April 27, 2025 at 1:11 PM
Holy 💩 I owe about 11 people a huge apology 🙇🏻♂️
This last week I've been thinking "Huh, some of these posts in the feed are a bit off"
Then I checked scoring. User<->user<->creator similarity scores are very good. zScore decay for engagement metrics is good... I must be imagining things....
This last week I've been thinking "Huh, some of these posts in the feed are a bit off"
Then I checked scoring. User<->user<->creator similarity scores are very good. zScore decay for engagement metrics is good... I must be imagining things....
I guess it gives me a neat way to benchmark any method I come up with too. Not that I think all the methodologies should be public or reverse engineered and published, but zScore outlier detection isn't rocket science, you know if you're doing something detectable this way.
Bot Leaderboard
www.transparent.se
April 21, 2025 at 5:37 AM
I guess it gives me a neat way to benchmark any method I come up with too. Not that I think all the methodologies should be public or reverse engineered and published, but zScore outlier detection isn't rocket science, you know if you're doing something detectable this way.
Ok, bot update. I'm pretty conservatively tracking outliers, still netting close to 30k high-confidence bots active in the last few days based on jetstream activity that's easy to track and zScore. I only implemented 2 queries I consider have any sophistication.
April 21, 2025 at 5:37 AM
Ok, bot update. I'm pretty conservatively tracking outliers, still netting close to 30k high-confidence bots active in the last few days based on jetstream activity that's easy to track and zScore. I only implemented 2 queries I consider have any sophistication.
Not everything is visualized yet, there's a few techniques that need a larger dataframe to be useful.
But.... one conclusion is that bot activity is prevalent if you just start to zScore things. Even for very human accounts posting totally normal things, followed by people you probably trust.
But.... one conclusion is that bot activity is prevalent if you just start to zScore things. Even for very human accounts posting totally normal things, followed by people you probably trust.
Updated the Bot Leaderboard page with a few different tools to explore accounts tagged as "doing an inhuman amount" of liking, following, reposting, etc.
Composite score uses a few more advanced outlier techniques in addition to "humans can't like 7,000 posts a day"
www.transparent.se/bots.html
Composite score uses a few more advanced outlier techniques in addition to "humans can't like 7,000 posts a day"
www.transparent.se/bots.html
April 18, 2025 at 6:57 PM
Not everything is visualized yet, there's a few techniques that need a larger dataframe to be useful.
But.... one conclusion is that bot activity is prevalent if you just start to zScore things. Even for very human accounts posting totally normal things, followed by people you probably trust.
But.... one conclusion is that bot activity is prevalent if you just start to zScore things. Even for very human accounts posting totally normal things, followed by people you probably trust.