text
stringlengths 1
39.9k
| label
stringlengths 4
23
| dataType
stringclasses 2
values | communityName
stringlengths 4
23
| datetime
stringdate 2019-05-15 00:00:00
2025-05-26 00:00:00
| username_encoded
stringlengths 136
160
| url_encoded
stringlengths 220
476
|
|---|---|---|---|---|---|---|
After looking around and not being able to find a complete and updated list of OpenAlias-supported wallets, I decided to make one. This page is fully open-source and contributions are welcomed! | r/monero | post | r/Monero | 2025-04-16 | Z0FBQUFBQm9ORzh5YWlNdFh5R0F1cXk4OWp1R2M5Rnc4SUM5UDFuODJYVTloTTJaMVBkSTdBQl9QeVpMN3c5OHlzRnQ1djVYaXAwVFoyelBVbllnb09NcFVvZWFPTnd3Vmc9PQ== | Z0FBQUFBQm9ORzgxbnRaaGNGeWVNdmlJVlNmLS1scFVGTUtuOXcwZWxnSFo4SHZjOWJYQ2JJLUZBUzNZektlQWhMS0VDSzZZQWY4TjJsbURab1lfcVhLRnF6b3RyQk4xSTlEVTdYNWNfbXBCTEtOMThBbm9tOVBnRTE4ZGhYUFgxeHZXQXdvbUIxWUIyRzhtTUYxLWVsSlZ0VE5oanhFUTRRM2o4eGJEQ3ZGREdudGlXZ3VpeHEydE1ScG1yeGlrTTU3LThuU3FGdTZB |
[https://x.com/bittensortalk/status/1912513810889318775](https://x.com/bittensortalk/status/1912513810889318775) | r/bittensor_ | post | r/bittensor_ | 2025-04-16 | Z0FBQUFBQm9ORzh5eW5tQ0FhWmxDYzNhUm5hbUE5RU1xWWg0d3JXRmdCdzhGOExwVmluU1g2clk4OWxmWlZOa0plZkR6VlkzNG5PS3dHMnZWVmxEN1JEMzNzTmtOX0FoaGc9PQ== | Z0FBQUFBQm9ORzgxMTdUcGxLNVJWOFFTM2tPNElPdVYxRXVOenpPTzdjVXhzemN4MmRvZ2N0b3JsSzc3aWtzV1ktdWtTaHpuTUhraXBzS3Z4UndnN2RlVE12YXFXVmF3RHdHQWhhd1dDYzcxbDRXS084V3NlMDJiVVdPV1MzVzVSYnBrRjZVVElKUXRBeFhnQ014UjFaSXM1QjZIT2NJTlAzWkRrWGY5SXh1UGFGSVliY1BEMUVKU25OVzNyRGFpR1hCUkdkbkdhWW5O |
Hahaha | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5RmV0VzU2cmF5Y1IwTEFpaVZqd3ZtUEo1YTJuemtsTVRuZFE3allwMTZsRkJ1WGlILUNpQVc5QW5jSzNrMHVJeHVKWTQ0c0VGeWJwakJzUWlTRHF4MklXTzJVTExtMEZOU3Z1TVZRRG1NR009 | Z0FBQUFBQm9ORzgxZ0puaDkySEtDVjl4SEtCSzYxRTMwQW9oU1VOQVR1aTVaN19QYkt0TXF3R3JITG1ZakhIVlVncXBNbS1pUzJNQUp1cHRZRHp6VlpaYUQweWRPLTlvZVNRUS11RnBqZDhjMEtIdmJEcXVUQm55RW5KUXlNcXFtNnBkRGpYYnotbG1iRHZQREoxak0zd2VVc2d4X2lWbWNZMGZhcFhDVWx1MUhmVVhiVjl6NzJRUWF5UGNhazEzdXVEeHpHMGF2QTY3 |
Hey! I remember 196 last run, yes definitely will hit that target of 175 maybe more & congrats! $ETC $ETCG | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5Rk4xczd5WU84d2FPRTRIQkVRMG5ORHAxQnZDVGFLcXRGTl9ZY1ZiN0JrSS1vMk1kbExLR1lMZjk5cjM3TWRSNkhXT0lLbzk1U3ZleHRIeGJraU53aEE9PQ== | Z0FBQUFBQm9ORzgxMWlwQ1R4d252MXhDd0YyeEx6bGxnOG9KYVlVWjU2cE9wajAzWEZfOFI3Q2hqa1IyMS1WTUlxT2FmLUtBS0JNLS1ucGRZeTROZGNDRERWMm1oaHoxSFJWdjZwaGsyU2VkWkRlRDFxREVGa2lFTW83QjA4eUxwdDM4NTQ5b2hCbjBHM1hJaFRxWEFRUnlfdkQ5aDM1N1dXaWdFcElJYnRXS1o3bG1GOFNzMHo2VEtXR01SRlQ2RjVpNmR4UnJpaWEz |
I’m hoping $250 or more | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5eHV0bTZ0TnV5dHU1NlBidGpyMDdMMVBtNUg4Z19PRFRqRW9TU3RoMFY0enR3OUtLdkdVajU4bXJZWlRmY3JEd0dEdXJjZ1FhWEhHdEhYSWZDTl9zOWc9PQ== | Z0FBQUFBQm9ORzgxY3RSWldvZ2Y3ZEMwV3UyZHRseC1RMGVhWFo4bW9Ock9Ic0stRjU2VmxLUFJUWTNFemtfNzNIRkJRZ21kLTdrQUk4ZGdmZlQ1VlZKYUVCZ21QZzNmSVMwbFVPbU9mdHZWenMtWjRRWGVTSFRnX0xWOXd3NlEzNEY3ZE5kekk0UFJWUFZkM1VYT0lOMXdrR1A4T2p1bzJJWjBnTE8zQm0ySzBjMWJMSE5GdTdfRFFZcEVfVW5Hc0taQnlNVW1DS29q |
We're excited to announce a significant leap forward in simplifying your Monero! With Cake Wallet v4.26.0, you can generate a deterministic Monero wallet using a standard 12-word BIP 39 seed phrase to be used in a multi-crypto wallet group!
https://preview.redd.it/zqpsjihdb8ve1.png?width=2000&format=png&auto=webp&s=9fd5eab784a666f88b3e13bb9e12780255ebed11
**What does this mean for you? Let's break it down.**
Imagine you have several different bank accounts – one for everyday spending *(like Monero)*, one for long-term savings *(maybe Bitcoin)*, and others for different purposes. Typically, each of these would require its own unique set of credentials. This can quickly become cumbersome, right?
Well, that's traditionally how managing multiple cryptocurrency wallets has worked. To use Bitcoin, Litecoin, or Monero, you need to create distinct wallets, each secured with its own unique seed phrase. These seed phrases, usually a sequence of 12 or 25 words, are the key to your funds. Lose them, and you lose access to your crypto.
We've already directly tackled this issue with **Wallet Groups.** These groups unify multiple cryptocurrencies under a single, easy-to-manage 12-word BIP 39 seed phrase. This means something like this phrase functions as your single 'credential' to restore multiple cryptocurrencies:
apple banana cherry date fig grape pineapple juice kiwi blueberry lemon mango
https://reddit.com/link/1k0ppzl/video/4t9ske6mb8ve1/player
And now, with Cake Wallet v4.26.0, we're introducing Monero support with wallet groups! Here's how it works: You just create a Monero wallet with a 12-word BIP 39 seed phrase within a wallet group. This wallet group can be used with Bitcoin, Monero, Litecoin, Solana, Ethereum, Bitcoin Cash, Nano, and Tron all with the same seed phrase!
**Why is this so useful?**
* **Less to manage:** You only need to safely store one 12-word seed phrase instead of multiple ones.
* **Simplified recovery:** If you ever need to restore your wallets on a new device, you only need to enter one seed phrase to regain access to all your supported cryptocurrencies, including Monero.
* **Still secure:** All of our security & privacy features still apply to ensure the safety of your funds.
**Important Note:** While this 12-word seed phrase will generate a standard Monero wallet within the Wallet Group, **you still have the option to create a standalone Monero wallet with its own, separate 16 or 25-word seed phrase.** We want to give you the flexibility to choose what works best for you!
**Pay with Crypto in the Real World: Introducing Open CryptoPay by DFX**
We're excited to launch our new **DFX's Open CryptoPay** integration, enabling you to pay in-store at participating merchants by simply scanning a static QR code and letting Cake Wallet do the rest.
It's fast, secure, and opens up a world of possibilities for spending your crypto. We're waiting to see wider merchant adoption, but Cake Wallet will never be the reason you can't use it.
Here's our team-member, Konstantin showing off Open CryptoPay with Monero:
https://reddit.com/link/1k0ppzl/video/fwn6bx4tb8ve1/player
# Other Important Updates:
* **New OnRamper Flow**
* We've significantly enhanced our **OnRamper flow**, reducing the number of steps required for each transaction. This makes it easier to onboard and offboard your fiat currency.
* **Improved Hardware Wallet Integration**
* We've directly integrated hardware wallet functionality into the new send flow bottom sheet.
* **Under the Hood Improvements**
* Robinhood fixes, Minor UI enhancements, and bug fixes to improve overall stability and performance.
[Download the latest update today](https://cakewallet.com/install?ref=blog.cakewallet.com) from your app store and explore all the new features and improvements! | r/monero | post | r/Monero | 2025-04-16 | Z0FBQUFBQm9ORzh5dUsyTUNaMm1nN0NkUWd0d0M5cmRYODl5VFFWcF90UkpNWkxIRXkzVnA5T2RjQXBvbTFJUWlzUFRpWFB0cmRzRFgzVzR2SVhhaWhTY2lxT1ZteGtQRlE9PQ== | Z0FBQUFBQm9ORzgxZmdNZ01ETERHTWlpV2RzNHgxWW5mbjlwemlvcGtldWM5SG15ZE1jajFuQ1R6SW9NSUR6OTN4SlJiY25KT0Q5cGpVVHdibG00aXpRcmRrQWhYRl9HeEhlSEhSbVlxb05WLWsyNHFsbERlNG56NWdaSlNCZWRMODFFcTAtQnZId0d2M0NVWVhEZHlDSlF1N0hqZlcyeVRKdW5xSE16bmhjeU1fVXpuaUhxc1djcmVxRk9mUV9LVWVYV2xQYmwwVzdfWFBBS0dUTElVWHVNdHdUd25XQ293QT09 |
Are we getting to 600? Realistically? | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5RkJfOWx0OGwteWNCX0p6Rk03cUhlVFRjTUNKVk03RzNPTDVKSXFvR2lTWGpodzllUnhueUc4dnUyNTNUVmsxNTZmdDktNkg2bnJHSWxGX3pkSTAwaGE4VlNpSWZHbEZDSzRFZjZkUzZOZzQ9 | Z0FBQUFBQm9ORzgxRmV0NGFRREthekpKajNKY1hBdF9sWmhlV1FsUFhENFdRZnJ4eFpwNzBLaHBDLWt0eDh1MW9HcU4xeHdUS0xEaTlXZzdubVh6VnZ1cjYxT0xJU29PdjhOV1VxaUFVVldYRXhFQXhuTXpNSVFRdlVKeFYtSFhNTFRLempMN1VKWGkyVWVqUW9icmpWbDJtS1RtZ0Zfd0hZSmRDUC1WbVdabDhxdnN0bXJaa0k0PQ== |
>Bitcoin has evolved into a store of value
No it hasn't haha, this is ridiculous, it's one of the most volatile and unpredictable assets in the world. Bitcoin maxis call it a store of value because they're desperately trying to find a usecase for something that was meant to be peer-to-peer money and has failed to be that. | r/ethfinance | comment | r/ethfinance | 2025-04-16 | Z0FBQUFBQm9ORzh5cHVvSmN4dmVKaVZqQjNudlc4X1dJYkd3TTNrWmVFemtnMmRaR0VxTDZhLW5oMXI3V2t0UldRZUtXODdxTFlBV19taFp0N0piVzgwQkl1V3BDWklvbmc9PQ== | Z0FBQUFBQm9ORzgxZ3Z1ZXJZR014V21ES29NcFNqeFR6THBFOUR3Nm1XX3REenViWW1Od3Z1bGZ4VlVvbzlQWmhOYUdkdWdMY1VVdXl4YUxXVmtpakRsZENacWt3TXRMeGp5MXRlbVJRUTROSXhRVFhnZHA0aUFfaVVVMDFWTlRVY01Va2Q1MEg0ekhETHh4S2RwMWZFbHdodFJ4ZkxrcGFLSVVNVk9YRWF1d1Bwd0psd2VEUWdtalpqZWw5UEU2dTNmSmtBTFU0aUpmSUw3UktmX0lrTUR3YmlzS0hjZDFMdz09 |
Is there going to be an altcoin season? Or did the meme coins fucked that up for us? | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5SkZUVmEzTVhRMGVtald5Nmw1X2Eyd3VzNnNoaWczRlVmVGc3ZXBlRHZMdXYwOVF0ZU5aS2htc3ZTX0ljOXNZYjJjY0JVWFJPVHQzLWZtVWs5WkpIdGc9PQ== | Z0FBQUFBQm9ORzgxZlFZeG9iRGRhZXhqMlZYNDNyUXBkTm5FbTZOWS14cWo4ZVZ1Q1kxbFQ4WDFCeXNiZ3NjQWlmZ2JMdXViSlVqTEFKNDU5QzJSR2RydnBreFVxOWU0bG05ZmZYSWpRdy1hUDFBZGJpVHhaV2dYb01zdEtROGl6WEtBQ3FaYjdnVjd2RkN5RjVLZjR4TmNLRVZOdjBTRDExZUIyd1pOSG0yUGtNdzBiNFJObW9OcFpxeFNVR1d2WWZlX1JJRFpxc05m |
I worked for two mlb teams and almost everyone I worked with either had an advanced degree or a degree in data science, computer science, statistics, or economics (few and far between). They really value how you’re able to think and approach problems not just that you have sports experience (I worked for my college baseball team which definitely helped but focus on gaining those hard skills!!) | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-16 | Z0FBQUFBQm9ORzh5UjJPMUFhSy01dWlKZmtpeGpJTWYtRnpxTE9ZLTFleFQ2MlhRNkNjQlJYaGoyY3hmWWdrSWVRenNub2h4V2Z5OWU0XzBEellwZE94THNWVHAtcmwzRXc9PQ== | Z0FBQUFBQm9ORzgxaVFHdTQ5TWZMMTIydUpWcjlteXhCQnN2ZFFtWWFDUmdxcmgwal9MR2JBWDRmWE1wUGRobHFKSVBBbTJ6WWVva0JWMmFJUkkxLXVUVWZPYUp4YzF5cEJ0T1BvQVJDX05uMUF5Nmc1S0JtRmI5Z05uUnNmZHNiN1NtNmxoUUhmRmpiUTBPV0NNOGdYQTNCcXQ1aEFiM3loSllCaWxfQy13bDNMRXUzU2owRmxPT3dKbmFBcGJ2YnNyT05yN2lVTzgtZjdvMGtmMjFrbHd1T2lqanUtZ3VxUT09 |
When do you think it will get up to 100s? Last time it was on May 6th 2021 | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5V05mMVlSOHMxUGt5ck43Z1pyci0zdHJjSDltZHFnMlB1cld4dXk5QTl3bEk1ME1fb1F0RG43MjlRS3R5SzBXMDR1MkNzbng2REtsanVHYzZwME51VmhEb1V3YjRfWTJ5ckI1aVVRVGRrbFk9 | Z0FBQUFBQm9ORzgxNFZMN25wbXdERWEtb0E5TFBYU2xoaUJOT0NHT2xPWWp5cXlDVDdCb2w2SWd0N2xYQ1RMMFMwZHZNR2t0UjZzcDl2bVk2SU03RGJaYm5rc0U1NFVPSXVLTk0zMWFRZWRFSEttU3VWWXBBRFMzdnBFMXJyU2lxZzZCSVhfa0FtcFVCNldLYndIeHl3X1h0dUI4aHE4OENuSUd6NW11TFZ1cjFSOGt1VnVxUld4enA4Vk9SYXdKcGYxckxLYUwtZXI1 |
Thank you! | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5RlpmMUszMzZBMnR3YlR6cXQ2T091Z1ljbUVYd25QYm13ZExyd1NwREZkYzczWHBtR1lyWEhJN3NPdXNsd2VpTndxWTE1MjJ1NDNoeUx1a1hsc09ZbHNPenF5ckhLMncwenJSX3lZcDNqU2c9 | Z0FBQUFBQm9ORzgxelBrYmpTVlZTMlIwLVpfeG5CQzFpZC1LcEFPcVMzWFlWNEhqeEFOM1pKczhVTHhPMFRmbVVUZk15LS05dnhqQzNhbEs5akd0RS0zREE4Y2pmNzc0dDFLcG93WnNVejZQWmNHSm5hYmVwOFB0UEs1U3I0aXRiZ2k1WXhxVTNnOFpJcVpDckFzTHRKSm1fV1VDRWxzZnJpZGFwQVdKckNqTTlLNWFIS0lHcjRFdndabmpWcHVwcG55TVBVYjlPc2Nj |
Thank you! | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5UU9POTB3SHdGdU05YXZLOXAwSFlYX3RlTnF4dVhXcXZYLTZ1anBfd21LY0JRdG10S0JBM3otNjhHRkhqcUtQd3pPWl92XzJpa1lMMUxHWl9HNFBjRmk3bXFNUk1EWXVmZnNsUDZubFpKaW89 | Z0FBQUFBQm9ORzgxYl9BZEc3aDRBNlBlbW5CY205N1l1YjFPdnNYMU1KbS00RHIwZVZCR2hMYlU2V0ZFQ1ZMVVM5WE9aQk5rbE9saTRDYWdIaVFhWnZFWmpRNTdoeFE4ZXF3WkZuSzFVd2lvVzdvYW9CamFqQnpyUjRqLUExaVJmRDJuNzd3eEJ5eGVPY1VuSHJGRF9TU2dkSGt5RTUzLWJxNndTSDg3ZF9XNDhETzZWSWlMNmZNQVpXN3JNaEVPMmJVVjNVTm9saS1r |
does your evil laughter suggest something big? haha | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-16 | Z0FBQUFBQm9ORzh5S01DQjc4bXlYeE01dnpzNnV4dkxZS0ZnMnlzSy1uUVFTSk11bTNWb2dyNlA1YnhGOURvbzhoVFVnVFpHMkpWdC11eXAwRmhvc3dzMGNySzN0Sm9mTXo1dVppVUtGRW4yWmxpSE93TTVSdVE9 | Z0FBQUFBQm9ORzgxS0x3SmJSdjRBYjc1Q0xCTE91RWRyN1VSY0ZJVWhuMHRQc05CeUt4T1RlZ0ZyaDZPMmdRUGxuRDZybzRZcXlHVGFKTkRCNVowMnptOVdjUkhDcmRsbmhjU2IwSDhZTnBzQjMzS016TEFaM3RDWXRmVzdWLXNLUVF1R3AyeGhWOWh1cWhZSUZBeUlWcFc3dnRqLUVCZUtDT1F6M1VsbEstNFlvZUNna2tWdmZwcEQ1cDU1WEhHaVFNMW9fZHgwSkhy |
Will adoption grow now people realise that they can get in trouble for donating or supporting the wrong cause or side. I hear about people being picked up for social media posts, next it's where you spend your money | r/monero | post | r/Monero | 2025-04-16 | Z0FBQUFBQm9ORzh5Q1hoWVktLVdPRkN3QUJDLXJwQjhKS3hpWlV0UzJrbGg4dDYyRE9Tb190SU1tdmFMQVhlQ3ljdUZpTGRaeElxdW5idkxzcS11akNNbmtKaGROQ29QeXc9PQ== | Z0FBQUFBQm9ORzgxbWJ2SWtvOUt1NlZJeER3T1lYOXpLcU5EeTJ5VW1YemdfUktFQlpMN2h0Z0dxUmpsZU1DVWpwbUJkanBiRUFKVVMycnhLb3N3d01oNzhGbG1ZSkFEOGp0cGNSbTM5YUdtalVZcXdMYl8zTUVIWmJsSk5BZ2NmTXBKcEJuM3JyOGlDYmRta1Y1cGpWNFItaDdmQV9GdFh1RDV6YnV0TFlnWWp6WmVLZlV4azI0PQ== |
Rice has a really good Sport analytics program under the sport management department which is ranked number 1, the department head is super well networked in all major sports so he can help a lot in getting students jobs | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-16 | Z0FBQUFBQm9ORzh5SHJqenZ0akNfeWN2WE14am9jR1NidjJJUlRobXFGYkFzTWt0R1g2WmZiRjBQdjlCWmFVRHZFSWdHZTVoSVpmUHBYWkJIWlhUeWV2cU5Dd1h2RWxCUkZVUnFhR2xqUS1xaVVZOTJSelZTb009 | Z0FBQUFBQm9ORzgxdlBzR2JxVHFRcThhaEFPa3hNVzV3alU5aU9LbmlFZjM3OVVBOGlXNy1HeFpTbDVrejZ4X3JrRGo1YUJaSXJTOWRLYlpkTEltWFlpMHNKX0JyYkpURWh1S3gwMzI0bENCaUpLajNGTU5KS01UdDV1dXNYcGlCTXM5NXBKeENFZzZab0l0RGZYME1Wb0RsbEdHX0JfWXJmV2tpMC1iRFhqeW50T3dEbmRCQ2ttRHI3MVp6R25Eb2M1Y1RMZHg2YlAxU1ZMWjY3MWdkdU80SkJndHA3Q1RTZz09 |
Salinas Nomads | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-16 | Z0FBQUFBQm9ORzh5dmhRSUJ5ZHNNdks0OUlIYzZ2cTJUaVFzekdmWjJzaTBxNVNRYWpDRlJkQVl5YkF6YktQcldtVzRDUTBPUHpyelZEZkk5MmRyV3o1T3djRzRwbUV3bVE9PQ== | Z0FBQUFBQm9ORzgxMmR1LTh4UWtRYUppdmVGOXNoNkhYX1RPTjRKbzR4V0hLbDAwT2ttVDBIOThuWU5TczVKMnlWVHZUOFpOM2h3NmQ0VG1kRGJUN0s1bWh6NjdpbU14VDJ6V2w4Q2R4Y3JrY1ExTi04MmxnYm1lcXBuWDhHNTNPd0VNZFZQSUJIY3hseGx2MjVCZWI4UXZrblpBYnlDVkVKSVl3ZW1wdjM4UkxlUXc3SWd6RlE2cHY3NF8yT1FOUTQ5dzMyUHRxeWYxc21QQV93RWt5TV9jaHg1QVZVTGFsVmY4MG5xWU5QdlNFNGQ5ZEhHNjByQT0= |
Hello!
I remember reading somewhere on here a month or two ago that Monero is much harder to launch a 51%-attack on than other coins.
However, upon seeing that SupportXMR and Nanopool currently have a combined hash-rate greater than 51%, it still worries me a little bit.
What are the chances of such an attack on Monero occurring? What would the consequences be?
How can we incentivise miners to move to smaller pools or mine solo?
Thanks. | r/monero | post | r/Monero | 2025-04-17 | Z0FBQUFBQm9ORzh5NDdmNDdDTDhJWl9iWC1RODBMZjYxLWRtUXpaVEM5SERTbkJVd1M1aTEzRGU4YS0ySUxIc2oyNWJEa0VySkc1aE1hRHM0cE5fVm1GY1VjTTlmOWE2Nmc9PQ== | Z0FBQUFBQm9ORzgxNWwxRXdqdVRtLXpRbE1QN1hqR1NNSm1rUjAyWXRXQjNCZFNYdmRTQ2I0OVJRbjZ4eUhlenRDUjlOaVZZYVdzSHpjU0RiOXFQSUNMUDRDUllVMU1oeWZJWGhfMzYxM1Y0LVNmdmRNMmJXVjQ2SkVZak9CeV90MFVWeDdBaUN2UjJIQ2F6eXd1Q3JvNTU4MFdZQkhBODdTcEl0cGdMOTU4QkRReFRCcHlLeGFLUUc5a0ZZVzc4SVBNdWtHN3lidG9a |
Harvard | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5MElNd1dzakhLX2NfR0N0SlplcUg3ZGRsMjFIZ1FieTJ5NmtLUF9kSDNiVFBaa2s5WWExczNad3Rhcl83djNfX1duRDlHci1yVHJuU3BWcDJzR1hJbHc9PQ== | Z0FBQUFBQm9ORzgxbU1pcWQ4YnJZVjVaVV9VX1Q0em0wODF2LU0xQ1JnNjNSczN1dWpaVmRwbmY4c2FPMDdqSFJPOHUyejVUZlNZTlJrSjlnWGFSbTVBODd6MDh3Z3ZtN00xY3RhcG91Y2RKZUllcXhVbk0wSGtIOXkxcFNxSlRfUmEtYnUwQUlSbHR1bEFEaEp6Qmw0dGdVbTVfWkFNTmZ4ampuYjhvX3pQMGlCWmw0TERfMjNfcXVaX1luVGlfYUxZVWg0OXMxbFptdUZ3RnVlMWI3SHhJTDBlVDJZbEtldz09 |
So many potential trolls from different groups that would want to target his sub. We'll keep it alive! | r/ethfinance | comment | r/ethfinance | 2025-04-17 | Z0FBQUFBQm9ORzh5Y2JjN1ZWQlZfSWRuQVhkVTlvcVBVQjVjTEFqaDRtWjdUakl6RTU1c0o3d3Q2SHhfTFFRTS1FWFJyR05pd0ZrOXJzcmlxcWc5YkctWTU2XzZza2dobmc9PQ== | Z0FBQUFBQm9ORzgxWnZySk5vVXhsdXQ3TGVTTDk1TEF4VnVMV3lLZ1JUZENETE1BZUE3RG1haGxEdEZJTjJfVks0VWtDb0lzSHBpWGdIUGVsT1laYklBc014MmJzZzdJdFdPTWh6UGxQTFhFWjhQVGh2Q2NkYkM2SzlTOWZLY2szd2ttQ3JjcUFFTjFwcDU3TUF6WDRVY3IxZzVyTmRFb3FBeWlBVnZRdFhQX3NLRlRCQ1drVFR2TndJTXNTNnd2Tnp5aW5ZYUdWYmRJ |
My first foray in nfl predictive modeling had some promising results. I found that linear models achieved cross-validated average accuracies up to 53.8% Against The Spread over 16 seasons using team stats derived from play-by-play data from nflFastR. I hope to potentially improve the model by incorporating qb ratings and weather data. In practice, I'd imagine making weekly adjustments based on injuries, news, and sentiment may add value as well.
I was hoping to find other people who have done similar research predicting NFL winners against the spread. From what I understand, elite models in this domain achieve accuracies up to 60% but curious at what threshold can you realistically monetize your predictions.
EDIT: I should have specified I'm attempting to predict whether the home team wins against the spread (binary classification). 52.3% is the breakeven threshold so getting above that is definitely considered good according to the academic research.
Regarding classification performance, the computed ROC/AUC is 0.528 and the binomial p-values are less than .01, under the conservative null hypothesis that the models are no better than a naive classifier that exploits the class imbalance.
There is no data leakage - features are computed using rolling averages looking back up to but not including the current game. Cross validation preserves temporal order using a rolling window. | r/sportsanalytics | post | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5b0x3NU54bjJTZloyemxuaGI2VmE1QmVFaXFISFQ5YktFblN4M3lmdm1WUXVCMWZoOGRhMGV3dHc1eXhxX2ZieFRxbURUdTVvNmZURWtDdWZzUTI0X2wyODd3clgwV0tlSU5Dd0Z3Y1FkVkU9 | Z0FBQUFBQm9ORzgxSnhVczNQMVlJaldZVVlSUjBRZVp6NUxoM0d4a2lwWGlEeU8yUkRhZUc3ZHhzeF9sOGFZVTE0YjlSRE9WOHNQbnVSVTZlelJMNmIzaGhaLXg5MjdDZ2NyNDNhTF9Pd1hmMG92emljWmQ1eWV4V29NOHF2U0ZJWnFXOHU2LWFaX18zbDJRVkxreWJIY1l0bXFxcGhOeTF3anRobV9YMjJ0Z1Z1Um8zY3FTVmVNenFNZW00LVBQekxYLTBsNDhZNW1wWndRYk1NU3ZvZ2R3YXQzbEk5d2FTUT09 |
So barely better than a flip of a coin? | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5QkpYM1hLb1pVdktpM201NU5YWUpEancxWXdaRU1jNWNqTlRPTVdhc0FNQjdOUXEyVWRQR2hWTkptdWkzX0oyQzRyRms3N3RRS2theE02N3hCbFpTVVE9PQ== | Z0FBQUFBQm9ORzgxQ2Y5Z2dxX1lFSGVmR1h4di1yVVZCU1lKcGE0RmItWHBhR3lISVlGY0dhLWRwQlpYQXM5TGpRUHVKYjhXeFl3WHFWdEM5R0Y4anlQRjN6aUs4QTNma3I4VG5uQU52NlQxWHpvYzBXcHZzTE5FdndfZTFUaDhoUVlsNmRLcFRRRHBGNEhtQ2pOUU9DczNWZVdMN0cwTURLX0ZEaV9iaVA5NGdhb1lsQUNxSHhIY0NIS0JMLWl2enM2TWVYTHRhdXh4c0tZXzllaDh3TmZ4ZVNDV21lVk5vX2wyaGZ1eXBSUkR5cVF3RFkwb0ZmYz0= |
I’m curious so are you just trying to predict only the winner of the Vegas spread of any game m? Or just like the actual winner cause I guess those two could be different things. Also what are you planning for the inputs to be? Predicting games seems like a cool idea but I always think the variables you would need would be a lot | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5Yk44M2dqMXlBcmJmNXdLRnlWUU95aktQYmpSZ1lpeXgyblpsemgzekw1RTJUT3lrU3NtVk41b1JqdF9vb1BwRUpQQkFGMEJuLWhLdlFXeEQ5cjhSamc9PQ== | Z0FBQUFBQm9ORzgxdmo4VWgyRUpGMjFxb3RwamhpNm5POS1pWklUZXUyajhoUjIyUGdQc1o0NUtvMGt4bWNmU3c5MGgwQk9QT2wweFNueEs2MkFvZGllUE9FVjRLTlJ6WXhDS1ZSQjhJdnpjMTlpNXA3X3VDMkNNMWFiemcyMjluY05iS2F1eGdLSkZZb1EtY0cycmE3QUFFdFYxc1Z3bWRxRmxJNGNhU29WMzlSQ29MOVA5bXFST2JqemZEMWJvcHRRQ2kxVnJVQ3p5aFAxYldhblRsMG5PQzhGSEhXTFR1TEF5STFRZTE5akE1emFwTlR6bHJtRT0= |
lol at 100 I’m out! | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-17 | Z0FBQUFBQm9ORzh5SWFkSHVUTnhPeE1sTXMyYVU1RE1OMzZvUFdJY2lYa196Z0Z5UldPNkhfRUpwNzFrMlF0SEtCSGYzdVhEcEt4YVE0QmV4T0xVaEY4YTJlZHJzRnpoc1RLOVhJZEdGSDdCVUhRdGRjcWRDQ2c9 | Z0FBQUFBQm9ORzgxUTZZd3pUNHFmQWt0cFBVdDdoMXdwaVVvT2d2S25iTmlVcVdvOWxEckNUWFFBOWZPalJzeWRmOV9PanU2eF9scENhMlV3VTgxLU9DYWtUWUhveHU0QXNpalJHb2xSaDJ6MFhoNUwwdERlOG5YNDdaS0N6QkVJTDdEOEZZWWRyUVo0WVhMbFB1Tk5NdTVEWFkzV3Z0VktscjRpZmNmdXN4TVlsU3FMbndsQzBvNVV0ZzZfd19ZSXhyT0lBSU5kSXkw |
Sorry I forgot to specify that this is against the spread which is obviously a lot harder than predicting the winner outright (which I'm getting about 68%). | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5RzJMSW1WTnVrbXl6UkdMenRLNDNNeElMdl94aTc4dVJ4bjZzOVJkQTRRUmh4SmJvSm5EeGxabkZObjNTQzhNQnd0VUZnLTRvSFVwelpBT3NldTEwYVZIWTVLUFdwQzZPbGFZUEQyUTEwdFk9 | Z0FBQUFBQm9ORzgxNWxJNnBGaGV0Q2M4dkE5bWNrOHZwYXBpb0R3Z3BsN3hWNmk5dnVFalN4VG8yRWw2ZlJyTC1OSVUzQUhLcmRGOW82THctWkVxMks2dDE3cnZ5MDZNVzFmT3JONU1pUnRKYzNyYlpyT0owOVJ4WkpPOFdzalEybnJkOTdIeC1nVFVCUE9NQjU4UUp5clhUa3VBWHY4bm1kYlExc3h1c3VoQTV6YU84cWdKd3U4TVZ4QklrVGViT251YnFxdWQwSTZUVUpOTmcwR2wwVXYxbXJOSkNYcmhvaUdxdmlpYXRMQ19oZC1ZX1BNSU1odz0= |
What do you mean by linear model and average accuracies? Are you referring to R2? | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5MDJ3Tmd4Zmgwdm4wX0J6UDVkQlBRUklFUk1iQ3MtTWpZekNlVDNKTkZMektVT29zSHRBazVtOER5cFZPWXJkd1lYUWZCU2dTX25aSkJDUGhNQUcyM3c9PQ== | Z0FBQUFBQm9ORzgxZWp5OEk0VWI5Z3hBYlBoWF9oMWlESFBHRHlYcDc5aENsLWtZYUtzNjBKSk5xSWZYTTM3Q1hyVWtvdXZGTUxCcnFRZTdVOVFVSC1nMkh4dHlFd1hZTU15bVZTTGl1bXBxU19tWENkbDJqaHJmODZJQmp2akxqa0YzOURhWk9sLTRKRlVjWVQ3TTFYb0tTSThRMVNHS2JJMzh6elZCOGl2TkFnNHE3eGJRSWtjNHVJRHc1Xzl5UVNOVG5hSzY3bnhUMFNJOEtJRl9qV3UxRWVGck81eHB4eFpEU2cwTWFzWjNPMnNHa1NTWHBTZz0= |
I'm predicting the winner against the spread (binary classification) | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5ckFpNExtWXhQUU9EUDFrQldBUkphVXN3YTFLbUVTUklyYXFLQlhZa2Etd21CNE9FbnViQjJrM0lNUlJrTjg2V0NBSmxpQ1BDaVc1QldHOXVScGkzVDAtcXdOYnFRZVVqRENTZ0E5WEhfazA9 | Z0FBQUFBQm9ORzgxYXEwbjVOOTA3X2FQcEFqOWN5bDVwWm9NazZVYjlaTEpDdlkwN1ROS1Fzbi1NSmplc2lzdC05YXZjWjUzeXRxeDNBd2txTVg5eUVENHcxd3o2TklJNW9rNE1tVndyZ3piWEtvSU1CWGlzakp0ZmNudTc2eW5mdVZmZU1PLVRRMnpkVkI5MnpILTFzNDF5NFFpVVpWRWJWeUFqZGRKVURrZEJwTDVTRW9RdlZ3SGttazFNTEVpS0FTZHlmWi1WU21SU3NPNVM0N004OUpqWC1pTmFjZFRSWk5CMlBxYjBpXzh4U3JaQkgtMl85UT0= |
The average accuracy is the cross validated accuracies across 16 test folds (seasons) | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5N0V1ZDExcFVoVWJsdU1UMWlBNmRocDYyLXhrYzlZOFhtbjRwNHRWeWVnNXo1ak1KNkxJMndsbDRVQ2JEeXNydXBOR2VZRXRXOGo5X3JoNGUtNGVCdWV1VGZqV3dpU1lBUGdmX3N6WmtzQzA9 | Z0FBQUFBQm9ORzgxalFUanN6bVJWbHh6MXJzQmFOUUw0THFUWFRlemdJRDBKdUVocWR5eWVBcmg5WlhXVFRucURKY013RnNfYXN1dU5QRjB4V3hVV2gzV19IclU3LUtaTDZYZGRTbm1ENG5YQ0dvMUQ3UFRMX2xsbEJUNkF3eWctUHUyRWpIRWVRUGRjOUl2RVRkRi1CTldUNlh3SWRiNmdwQVhsdS1ZeGs1VGUtS19ZWlJHSkRIaF9wX1FvZGlDRDBVUlBWUXRWQnRZYjIwV2lTSTJPWWJjdGZnME5pOTRwXzJjaTR3NGFnR0JRN1dSbHBQd1lIMD0= |
Are you doing regression or classification? | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5X29uWnZIWnpXakVVd001NEQzOVFJMjJZMzNLaGdJYnZLVmRDeTltanF0bE00LXB3bXR1UV9XaU9xRHhuMzhrSFNibm5tT3RONGtMMzJ3NS1FdG9NWEE9PQ== | Z0FBQUFBQm9ORzgxSkRNMzdCSzRuWkFmanB2RHBQeXJ0TTladkszV2JqWnZLa0s1OXhFcUtnUmU0akJTaFVBUVU4WG5TakxTbk02a3UzeXFkMEJvcGZ1emZzU0ZpdmVXVDJQdExfaVhWaHVQR21nZWZIejdQM1RTWGVLc3kwU2tpZm5TQi1BTV9JTDAydU95N2E5R3pzSUtCaFVkVnJ4TmxLVDkxeG5JZEVYM3ZtYkttLWViclBNZXFYazlFZ2hHTEhzZ3dyaDZZMHFfdXlGSVc1SXdXRm1tbEZUU3NJRlJRQThGS3RWV2VZdW51ZWpFMXZ3Mmc2az0= |
classification - does the home team win against the spread (1 or 0) | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5TEh0bWR6cEFWVU1vQmhUVUo3UmY4UjEwejRSSERISVIzeDBBaE5tdUFNU3dyYTd6eDNfYVgxMm43UkdJdkFBSG8zVTZPNU1YM2VQNGwwVDRwT0VtZ0JiUHMxenRpR1pZQjhTZkw4ZmlpMjg9 | Z0FBQUFBQm9ORzgxeXlFSXkxSUVBLXRmZlpnUDllM2MydnhTSVFfRUVMeWs2NV9uOUVmN1ZONEtpaFdBUHJxX1Z5b2V6RjlyeUszMl90RFJPNWQwX21FV0Jqakk2VmpPcTU1LVQzakpZTW90UHJudTRacVJHaThpR19KS0Jna2VqRVctekcxNldCQ1Y2dXBHS3Q0RFNoTldIWk1fVmpSX2p4SGNWLXFIdExOckhsSW1CRUVXVFpJWEFrNVVYcUYtZ2FIcGVYVm1MekZMN1hDZktTUm1YbDZfMzgxSUNJZEZxX19rbWJXcTJDeWZwT0JjZnYySnpTST0= |
Firstly, nice work! It's a lot of fun developing a good model. If you are familiar with R and probability, which appears to be the case, then it is not hard to write a little script to simulate what sort of threshold would be required to expect a profit betting on the spreads. Unfortunately, it can take quite a large sample of bets before you can really establish whether or not you have an edge!
I would also urge caution regarding nonstationarity in sports modeling. NFL rules have evolved over 16 seasons, and betting lines have evolved (people are constantly finding new angles and the lines get sharper!). So it does not necessarily follow that a successful back-tested system will work over the next 16 seasons. Plus, you obviously have all the usual pitfalls of modeling...even cross-validated results don't necessarily generalize, depending on your process. If you do start placing bets, use a very conservative staking plan (not Kelly!)
Best of luck! | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5Q2ZXYnRaVXJHUjhHc1NDR0UtcTNHb09vMTJjOXM2YVFod0hIYWV0a1hHbFp2NTY3RXdTM0c5Ymd5S0JfLW1qVzN1N25XVURsUnVTSjRZRWo2R216LUllOUpTcVEzNm96Q1ZORUJXZU96elU9 | Z0FBQUFBQm9ORzgxTUFnTF90bm1aV0Qxend0VlczVm9lX2xDbzZrSThEakJ1cjgyY3NoLVloQVh1TG5jVExtWHF2VldRMXZIVW53MEk4ODg2NFVJUFpOc0pndFI5OTV1czNfZzFCS0hFQ0JmdE1NM0xzUTZnczJJSWIwUFQ5U2hQekp0bW1PRzlQZFVVcUVueVBrMmUyem95a3lRYWxiR25xRmtzVW5VWjY0el9nN1dfNUhEdENidDRfd2VhZHAyWW03YWZzWFZfVHJsQllxeHlsQUlCMHVLQVlYQkNHeHNEOEpXdldJeW9zVG1OSlVjSVhiSEtHQT0= |
ReadyAI (SN33) got a seat at the table. | r/bittensor_ | post | r/bittensor_ | 2025-04-17 | Z0FBQUFBQm9ORzh5LS03UkItcVRPekM2NzBQNXp4QzFhQlllLVpCaGd5T2U0NU9QdTd1QjBDXzNuWE1qWU15TG1veTlHVWRuNjdQT2dLTkt6WjRub3BWakx6ZDBnZ0VqZ3c9PQ== | Z0FBQUFBQm9ORzgxU0c5bVhaTFJ3R0ZWempFanpHMVhKSzlOUGItTjlzNmFXYWtYV0t1bkdwUExPSVh6ZWdXd05tZ2dNSFlOZDdrdURrZHJzZ2lwRXEwaFVzX0dpN3lzeDFpRnU5enFWenRrX2dhenFXSFlFRWlGZW9sWlljbWJUQWZqaUQwOEJ5OVZPYk1EYjZkbE9Nem13UWRLWXJkak9tdERqLUZiTTkzRy1qQUJ3RVVoOTBqQ0FXZm1aMXU5MUt1TTZTMWc4UXRCNjlTcHpMaG56a0FNVFp5SzUxZkN0Zz09 |
Due to the standard -110 odds (bet $110 to win $100), you need to win at least 52.4% of your bets to break even over time. Here is a [paper ](https://scholarworks.uni.edu/cgi/viewcontent.cgi?article=1148&context=mtie)for you. Academic papers like [this ](https://www.cs.cornell.edu/courses/cs6780/2010fa/projects/warner_cs6780.pdf)max out on 54%. I think if you go above that, you might have an edge. Keep it up! edit: spelling | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5YlZSOFV4SjQ5R3ZGamZJMy1KUVVpVGF4WlltT0pyRzVweUl6azNiWU04Zkk5MEFMUS1MSG5MQWRoMC1YSjlvcTZ0LU90Rm1uY05mME0ycjhXYWNtVVE9PQ== | Z0FBQUFBQm9ORzgxUzNFLTFQcmZabGQzSVkzSkxKbW13VEZDWWprRzdfM1N2cTRqYlNPRzZRSGltZUowbkNJZEF6ODFiWEx0YWR5cUZrTTVxXy1rLUxQZE9NRjNqbEJkWUFQV3MzOWpWNVdpbHM4d3BQZDE4alVlQWNaaFV2empjQW5VVHk0ekp0QTlrU2o0NkI0Rk9kckpVT3RydWZVWUxrV0VLVEk5NUVZdk4xbnZ1bTlCaG9id0plRldUanlxSUJxSUVxVnVuZHdpR29qWVVDd3N0bHdRcjVhNXpuTWViTExCSlRBTWotblZmVnFTd2hVZ1Jydz0= |
By far my favorite search engine, translation tool, and AI chat tool is Kagi, and I've been working with them over the past few months to find the best solution for adding Monero support for payments to their platform.
Thankfully that effort has paid off, with them letting me know that they have Monero support on their roadmap to be completed by the fall! If you haven't tried Kagi yet I *highly* recommend it, it's truly an immense difference from most search engines, privacy-preserving, entirely ad-free, and run by an awesome team.
Of particular interest to many in the Monero community will be their Privacy Pass, a feature that let's you use a paid Kagi account while cryptographically breaking the link between account and individual searches:
https://blog.kagi.com/kagi-privacy-pass
For more general info on Kagi and to learn more about their approach, I recorded a pod with them a couple months back:
https://optoutpod.com/episodes/how-kagi-is-fixing-search-vlad-prelovac/ | r/monero | post | r/Monero | 2025-04-17 | Z0FBQUFBQm9ORzh5ekxGTE5MLWRHOXdneC00S2N4UUh0ZnV0RDAwWlNHY0hoR08xVDcwc1dyNmZUdUkzYjBBMmxKby1XNi0wVzJ1UlRPMmZJbGI3U19SWHV2Q2tUR2I0Qmc9PQ== | Z0FBQUFBQm9ORzgxYVJLWTg5VUowc1ptcVBMODZLUTNyUF8zcXhITzU2aDExalRtcFdDNldCbU1qOG5RRjAzZEtYV2tqSHE4OEE1bkg1YUhBbk9sR3RjQmJjSXgycDZGYXc1aElQS3QwLVlQanJJQ0YwWmpncno2TUtsemJqUWROWVR3SmFBdnNPMUJnYjlYVlNjTVlvdUpUUlN3WFROaFQybTN0RHY4YndSLWtmOU45eW1OeDFrenZENHFXRnlKSW5hNVhaTmNvdC1nM1RIb1doVVk4U0wxbk1sdWdLMDZpZz09 |
What model did you use? Also ~50% classification isn’t fantastic. While you mention that predicting against the spread is “harder”, it may be harder for a human to do so, but if I was going head to head against your machine and I was flipping a coin on determining whether a team would win against the spread there is a decent chance I win that match up. Also, are you feeding the model the play by play data of that game and asking to determine whether they win against the spread? If so, then that isn’t useful, because that is information that is not known before the pick was made, this is called data leakage.
This is a great start into sports analytics but sports are really hard to predict that is partly why they are so fun to watch and follow. If you are looking for feedback, here are my thoughts.
1. Always think about the end result, if the goal is to predict a winner against the spread, then you should only have information preceding that point.
2. Look at other metrics rather than accuracy. Accuracy is not always great at determining your models strengths. The common example is if I have a dataset and I’m trying to predict fraud detection and 2% of my cases are fraud. If my model predicts everything is not fraud then I will have 98% accuracy, but that prediction is not useful. Look at precision, recall, F1 score, and AUC score.
3. Compare different models, for tree based models use SHAP values to determine the usefulness of your features. Look at correlations, and look at feature engineering.
Hopefully all this information is useful! | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5UlVSNXpZNW04aDd3aTFlN0lZREpFSHFURENPNWFOSXdmR1g5UHE2amNoSnFkd3VhY01jaFZWdGFlNjI1ajNUb1NsOFV6Nkp5N2FnX1FaX2U0OVA4dmc9PQ== | Z0FBQUFBQm9ORzgxV09adWFzRnhseW8zUXlsaWs4WjI1aUhSTUtxY1lnU2JLcEVBYW9nVGc1cElmQnlRRXFYQktVTHdfRlE3RzJxUVhBNldtTWo4M0NXdV8zUE9keVhIbTJoWkhidXk5X0lfc2xzRDRVbU5UVldQUnNXZVpCT3FJalRjRHVzTVpkRGhiX1BxdzdIRGI0Q3owQXRwSS1ya2p5YWJrbHYzZVJyRVExMk4zZWMwOEZjS1dEUlNQWnVqQWxrQ2JDQ1lCWTdMNEE5Yjl3VVNrbFVlNFVqQlF4NFZfZGVzcUI1NTRWUHRYQWhHX0w2b3A0TT0= |
Thanks for the feedback! Just edited the post to add more detail regarding performance metrics.
To your point about class imbalance I used binomial tests to confirm that that there is a statistical edge predicting the spread adjusting for the minor class imbalance observed in the training set.
Also there is no data leakage, features use information up to but not including the current game. Cross validation is used with a rolling window. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5WGY0TEJWaEJPNEJHTWxmZVhqc1lJbm9pYUtKQnRuZVQ2aEcwa2JoQ2otdUxjZWJwNENpbDdDX2t6TGhzZHJTX2g0TWtMOGpQZTJyRWdEelJvWUpUZ2xPZ0J4djQ1cGJyc2Rob1p6Nnc4RWM9 | Z0FBQUFBQm9ORzgxb25PLTJ4bnpEM1l0YVBxcTFmd2R6cWZtR0x5M1IxdF9nWGppdndqdW01RUJoWEZGTG4tOG1naWt1ZURSc0NBZDBBQlhJcV9MZS0yUkh1WFVUMDRJSzhIUUdmVDlWcjIyd0h6UDlUUTFZVHRMX3NyOHYtTWJvMmJya2tFdm9oOGlINW1lamw2MzZUcjhoZXNtU21FU21TN3l6eFBqRGxaSXRteDJRUS1fd0hBMDRZLU5fVUYzQlJBcjFHMkdhUVJOYlBWYlBEX2lwc3dBdjBfYnM5ZVZRRkNQeUlaNmpmT25jeHB3dlhjblVMUT0= |
Thanks for the insight! I used a 10:1 rolling window for cross validation. Therefore, for each test fold, i.e. season, is trained using data from the preceding ten years. The accuracy is the average across the 16 test folds (2009-2024).
There was plenty of test data to run binomial tests, and the leading models are significant under the null hypothesis that that a naive classifier could exploit the minor class imbalance and chose the majority class (52%). | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5eGhKVkFEbnVhUDJ0VlYweV95by1rejJnejkxMlRVVWlmNkdFYXg2ZVhXaGlUY0ZkRk1SbXVkVEVzTlF2TFhYTl9WdXc2ZkE4cnJWbTNoVlZZOGZmdU1weUZBd0dGVzRyOE5uUTN6RHMwckk9 | Z0FBQUFBQm9ORzgxMm56VnRVbzhKNGlXNmJMQTZ1Q2NnMXVkZFRMRnlnWjFqaW1Qbjd2T25aYjQyZmNEYl9IR2h4UnBzb2RtZkxoa2RKcEdvb0xhWE1BZXluZVRxUElrQWNaWmMtd2UxZWZDZlBjU3NoSFpnSGpwOUlFWTRyWkpFVTlxRFQxMGZQSHRsLWpzMmYwQkNEZVJyYWg1ZHFqY1FOZk9JZExTWlZ3N3ZQejhjbC1PZEJpTVNWYVNldlNRZFBqTWlYeHgxcUFCSEtxeElMUWRaUUFQVkRnbTV4TnZLREdxeDZCRlE0VFBsYV93eTJjQWZVZz0= |
Thanks, this is definitely helpful context! For the warner paper, is the ranking system superior to ELO? | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5VnZyRGNzZXZxaWNkdDc5Z1JWT1FDWTMtS3FwX0d1ZnNuY0E4NDQ0Y2VPTjFwX0pUYko5aTA2TjlSb2g5QUt1dHhBNk1qd0VHLWRxamFqdG9ESXpRMVAxQVp4R1BTVElaTlloa0dlS1lIWG89 | Z0FBQUFBQm9ORzgxZzlwVW02SE9EeURmZDhNY2tVU0VFd08xWkRCSHVhU3NwYUd1Q2FISDdraE1pT0Z5S0RrUVQwZWVEZVVEdkJONG1EVWdnQ240em95eWtpNkNvYk1hU3FZVy1xUjNvTWhJd3BFcVR2c1FBUk1yODE1aW5vSmFfcERtNmxjR2FLcU1hS2J4MFdubDg2dHhvblFjTEhld1dYRkRTaEw4UjBCQW1JdmQ2b1pBaWVOYjByQ192TW1hM0ZhYXBFTVg5Sm5ycWRHR1hJR2dqQlAxMDVsWUF0WDdnYWV5cEE5Y1hFazcyTGFyNGhyNDZwaz0= |
I’m sure this question has been asked a thousand times already and I apologize.
I am passionate about the X’s and O’s of football and want to start learning analytics. Making charts/graphs and using data for player evaluation, recruiting insights, and game strategy.
I have no coding experience and am open to learning either R, or Python as well as SQL. Any help, resources or tips on where to get started would be much appreciated! | r/sportsanalytics | post | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5VlBsSzJYN25taTNXM2tDUmVtb3E0QzBvUmhqZXN3MEZBdF9ZcVBKRDFJQlVUZ3lhemJ2ZVNSX0ZFNjNnVmdabEpLRmhPbXVvRjFVSjBrZ2lpeUc1ZXc9PQ== | Z0FBQUFBQm9ORzgxVWdnQ2d5TGY1S0tvUTAtZ2lxMjBoVFdDR05HTWFFZ19ta3NNbERacTNPYW9BanRIZWoyLW1NN0EyY2tKSXEtd3RTMjNTN3ZWTTJRZjk0MHhDb21LazZ6cGdyaVlHYy1aUDlrbWRJcEY2d0lYZXF1ZGZHU21Xa0c3c2hCTWN6TE0yRkthblNnU0JFZ3FnX1RIODN1SkVCbFlPT3p0YU9hbEllRmlKZmM4bTNNb2RJcmhia2tncTczby1vVnVQRkEtNlNpN1VtaWxMWFFONVhReVpicFFqZz09 |
Many directions that you can go with this, but certainly start with the basics of any language.
Be curious, test hypothesis that you have about the game and try to answer these questions using data. The goal is to practice and learn a language with datasets that are interesting to you. nflfastr is the most popular, should have everything you need as a beginner to get started. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5V2RCOXpxZlR3Q3MtMHVJeFY1R1JpbFY1LTB4T2xwT3ZIUU40aVdUeWVUUV9hNC1OMmswVTNlQ1BPUU5zeXB6bEZOcU9faG1tdGVmNVVoanNra01xRGc9PQ== | Z0FBQUFBQm9ORzgxWnVWTWdCc3lJU0xKU2NhcmlsaEJMNW1HZ0pVRndnemNCdDdsVzdKbXdzR3pVb2M5VW9uWU9ONXcxTGt1LXp5bkhmTzlWYmFRMGotaHZsR0ZOc3pSQzhrNzl5dXRNNV9Db3AtTHF1YUN3c1NoVUxEU3JXWHBfRmdQWEJST1lGcGpydGE4M2MxMk5WWEMtaEhpZjMwVXpKTW5yaTFZbDRzMnd5bVdfazRFR1loZkFEa2NRNEJqcm1pVGk5enpmeFVYZ3BYTl8wVExNd21ZS1NsMC1aZW5ta1RTbTBlVGNacjZGc3dibzV2cnBnUT0= |
Appreciate your response, so is R better than Python or kind of personal preference ? | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5RWJncGNwaXlMMExpbUpjckhtY2tSeEY5MWNzQjVETGszVU1xSjlCbXlHUWpMak5qaENhdFBtSWQ0cy1vcllxUWpabk5BN2VhbHM5aHZYR05uNTlyU1E9PQ== | Z0FBQUFBQm9ORzgxYndhM2N5VkwxLUNXVDVDZ0x1b3BscDVpYkhVNWwzOW1zZXFmTFpqb2pPSmVpcnFNbzYtV1FwN0FHR1VnX21acWxvcXBvRVdBSG44czR0WFhkODF3RzJmMElrVWVjYUYzVW9kV01CNDBwbGMteXRUbU9DOWk0ZnhfNkZaaW8zTjlpWUYxWUp1TVdobjd2OVNzR2lZZXMyZXdpSWpfYVlNRnJlU1FXT0dvenZBdUlQVTJtRFBGX25jY2FRWmc1VEh4dWRraTJ0dkdjTnZUdlhSTkpKYUhDbGlpTUo5RGZTUmNhdUxiNjY1NWhBVT0= |
Not OP but have experience with both.
While I like Python better as a language, I would recommend using R.
Check out the link below as a very good starting point.
[Introduction to NFL Analytics using R](https://bradcongelio.com/nfl-analytics-with-r-book/01-nfl-analytics-and-r.html) | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5M2dhRTNueGRtRng2ZlpuQ2MyRmpOUXcyZjltUGMyUnVGUUtxb19YeVlRSXFubVhFYm9BeXdnb0hBUU0xLWdnZkhyVUVHRlQ1ZEVoUm9mUUMxRC1XWFE9PQ== | Z0FBQUFBQm9ORzgxVWdEcjZDcjFEQ1BGaEhvSHJON3JRYzhNcDZ3NlpRUHpIdm9VZUdDOTQ2LW5EYVhpZUEtT2VSb2RHZ28wc0hIWDdJaDlWNnUyNk03anpDS3NMSnVyR19JUTBJZFpLSVEzRk5BY0VCdzI2THQ5UktLalNsY1VkQVJZQklNLUFXZnRCU2h4MzhFUU5WS3JKWGk5R2xTZEV1UTk0aGhPRjh0ZG95Yl9IV2JZZVNZX0FXbU9vMmU5X0dlWXQxenk3ZDhyb2h4bXFzOUdoU3ZpNzdpVlRJeFgzbVBEZG01TUctWm04M3p4WGhPN3VxYz0= |
Appreciate you goat | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5REVIakRlcm5KTExINVFVMWdpdTIxajNHUDBZYm9uM0NUY0tJamtzdmc4eVpTTzRQNDloQzctUHpJdUpTdFd6bXl2UDk0cGUxa211OFdwWlZrQllvQ0E9PQ== | Z0FBQUFBQm9ORzgxWmZsTktpeFhQRzBaMWU1cVB3VHNYT2dhdUM3bzNFN0N0U0hPUmRHeU5STVF6bzJBamFWQzFfUEhXYW1qVGh5OVhMeEc1R2ZlVU95UGVILXV2Q2Z3aHc0ODItd0JqQkZieXlpR0pLVTZpekQ3bGdja1I4dzhrZHp1OVhwZzVEQzdhOEJtZWdKeTJOLWJPZmRwY0piM3gtdFJQVTljSTBySFV4OFM2VGRxVDZNS0c5WHI0MGNJbk9YN2FLU0dVajRPNjhiU2p5SnNFc1FUVUFkcW1KOTZFckxMODloZVl2V2kzdjFlWk15UUZkdz0= |
Etc very solid crypto but so many of them chose has no future coins than lose all their money when they drop coins like rug pull after that they take it off from their list lol whoops money gone , etc fallow eth if eth jumps 10 k etc easy 200 , and we know etc actually original eth lol that’s an other thing people don’t know about etc , I believe etc will touch 500 mark but we will see maybe this fall | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-17 | Z0FBQUFBQm9ORzh5ajdDR2V2UTA4QkxJVlFoM3NfWTVnd1ctQTYyTVF4Q1pWb0xjVjdaMV9oUFVkczlMcW9YTFVONjZJTUJCX2FrTGVfc0V4MGZ5Q3pQNjBUSGIxaUNVRXc9PQ== | Z0FBQUFBQm9ORzgxaTNSQ3oxM21aQkowcVJlUWdpSU9RZ3psUjRLVXhaXzNNMVdTaEVQQXB0cEhQTWRxcm5DQWVDejdMWUpOVFRHZTljTDNmOWpXMG1pWW8wUDZZc2xWWnp3Q3pxVndXNWNnSGRFZFBzcDRkS3BuWUN2bnVsUUs2Yk9HMzdFcEVWN2c1dXlhNzJFeG1KU0JuMnFweF9JOFBZYVlBaERZcTlxUUVRVUQ2LVhkaFJUZDdEdzBVOWUxM2t4MEhUUU5GUHJa |
As Bitcoin Cash continues to lead the way in fast, low-cost transactions, the need for a more user-friendly and secure way to facilitate crypto payments is growing. Now, Bitcoin Cash users can now claim a personalized name to streamline transactions and easily manage their onchain presence in a more efficient and secure manner.
In collaboration with The Bitcoin Cash Foundation, Bitcoin Cash (BCH) — a leading P2P cryptocurrency that processes over $4 billion in transactions monthly and boasts a market cap of $5.34 billion — we’re launching .BCH domains. This new domain simplifies how users interact within the Bitcoin Cash ecosystem, making crypto transactions faster, easier, and more secure.
**Why Choose .BCH Domains?**
As Bitcoin Cash continues to grow in popularity, improving the user experience and simplifying crypto transactions is more important than ever. .BCH domains allow users to simplify their crypto payments, replace long, complex wallet addresses, and manage their digital presence across onchain platforms in an easy and efficient manner.
Whether you’re a crypto enthusiast, professional, or business, .BCH domains provide the perfect tool to simplify your crypto payments and enhance your overall experience within the Bitcoin Cash ecosystem.
**Why Claim a .BCH Domain?**
Here’s how a .BCH domain can benefit you:
1. **Name Your $BCH Wallet -** Bitcoin Cash payments, made simpler. With a .BCH domain, you can replace complicated wallet addresses with a human-readable name. This streamlines crypto payments, making them faster, more efficient, and easier to share across the Bitcoin Cash ecosystem.
1. **Build Your Reputation Onchain -** Your .BCH domain links directly to your [UD.me](http://UD.me) profile, allowing you to showcase verified activity, tokens, community badges, and collectibles onchain. This builds a trusted presence, making it easier to connect and engage with others in the Bitcoin Cash community.
2. **Connect with the Onchain Ecosystem -** Use your .BCH domain to securely log in to hundreds of onchain apps. No more passwords — just your trusted onchain identity, giving you seamless access to DeFi, games, and other decentralized platforms.
**More Ways to Use Your .BCH Domain**
Your .BCH domain unlocks even more powerful features:
* Engage in encrypted, private communication using Unstoppable Messaging and join badge-gated Group Chats with other .BCH holders.
* Build your own onchain website powered by IPFS, establishing a permanent, decentralized presence.
* Take full control over your onchain presence, ensuring a streamlined onchain experience like never before.
**Your Bitcoin Cash Identity Awaits**
With .BCH domains, Bitcoin Cash users can simplify crypto payments, enhance their digital presence, and securely interact with onchain platforms across the Bitcoin Cash ecosystem. Whether you’re sending $BCH payments, managing your onchain reputation, or engaging with others, .BCH domains put you in full control.
**Claim your .BCH domain today** and redefine your Bitcoin Cash experience! | r/bitcoincash | post | r/Bitcoincash | 2025-04-17 | Z0FBQUFBQm9ORzh5bXpVVW5idnZQWENiOTJJNUx5SjdxdFZndnFhbGk4SXltelV1djVvR1dhSU41NmdwT0NzcXhicmdZS19reE11LWNFbGVYeVI1U1dueDVzUW14Rjl1Nmc9PQ== | Z0FBQUFBQm9ORzgxMDJUclJlOEZRdVU1YlhuR2d1eks0a0Vmb3pGN0EyalU1R2FYUFNBZW9ZcUE3X2pKR21rNnFVYlRNYkdNSmxGT0JqWWdFZmhqd1ItMTVxeG1pQTI1eGMxT2QtR09ocG56NU5VUWRra25TVDZfeTFibU1xN0NwNFh0aVQ1NFRab0hxaUJ6cjZ2TFotU1VhRi05UUs0VjBMcTI1N0tpSl9vRHhxcTE1aTNoY1ZVdE10QW5GYWtLazZ6ajZwblEwRmR4 |
Despite being someone who uses R heavily, I’m definitely not someone who promotes it heavily unless I have a very specific reason.
One of those very specific reasons happens to be American football (NFL) analytics. For reasons I can’t explain, there is a **huge** R userbase in the NFL space, and therefore there is a huge amount of resources and tools available.
If you are just starting out, here is a free online book that I highly recommend for someone in your scenario wanting to learn from the ground up:
https://bradcongelio.com/nfl-analytics-with-r-book/
There is one R library that you will most likely be using 100% of the time here: `nflverse`. It is technically a collection of multiple libraries all bundled into one, but it has pretty much everything you need to do any type of task/analysis you can think of.
It contains functions to access a huge collection of historical datasets, tools to help plotting, tools to build models, and more. If you’ve ever seen or heard of those fancy cool graphs on X with the NFL team logos / player headshots, or the metrics EPA (expected points added) and WPA (win probability added)? That’s all made possible by the nflverse folks.
Lastly, there is an nflverse discord that is incredibly active and helpful. I highly highly recommend joining as well. I can get the invite link and paste it here for you or anyone else that wants to join.
Discord:
https://discord.com/invite/5Er2FBnnQa | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5UXJwRWtWeVRaTVpnSlREUm5Td3M3aGVXblpXRWtNVmY0b1RVb1FJbTIyRFF5eEtXUkltdzAyUzR4aDFzWXdZUFBzby1uRmFROG1kT3pZUXRxcTNoRkE9PQ== | Z0FBQUFBQm9ORzgxd2Rqb0ppQlZfZUJvVUZkaG1vR05jeF9jUTdjQ0x3QUg1Z25zaUQwY0p2TF9SZkpFakFMSmZoR1p2TDVhQTY5N19xa3RrY251YTlNeEFKY09Tbml4NWRmQjVXcXh6YVJGMFJnR3RfODY4NDZYQTVGcnRYU2FMRlo5bnQyR29jZmVNYS1faGs1SEFORE5LTDZneGlOeW5LbVl4Mkk2UC1EOF9MbnZWLTZadm42RjY3RE9hQ0Z5bHJ0QXFQckZLS3lHdVdzNjczY3h3bDRzX1JVUDBBY3FmUzh6bmFsYWJVTzgxdm9iMUxNYXdqQT0= |
Brotha, thank you! This helps a lot, I appreciate it | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5Rld1MF9kOHQ1SmMtdDJJcXk1Ml9DT2JLUzhWaEJ2cDlzdG42RnZqNkFNU3VaVVRUOEtGZ3J5elJPd0g4R09BVUNGSjNZRDFxWVlCZHktelUtS28yMHc9PQ== | Z0FBQUFBQm9ORzgxNmw2SkJxaGZSOGtocVZmZ0JvWEhKOFZNOHVxZVlSSWhYZWhwN2xVbkhuR0VHNVZETFVYMXJ6ZXduZHJYWHdQZzlDUlJCdnNOemMyZHVxNFEzMmt0OTVXQmJjZlp4b0NYNFJQaENIUkp0ZXdZTXdORGRCaGkxVWJuZTBERW9hS2xSYndvREJvRTItLVlrdzVwd3ZVWTFZci1zbTJuYzhsaGVuTU5TeHExMlZjMEpXczdfNjFJQ3pZdjY4UmozR0lHQ3NXSG0td0xrNEhoV3VlSkNXU3FJVlNnamJ2b0VhZnpwV0I0aEp0NTN5UT0= |
Of course. Also feel free to DM me if you want any other info/guidance, happy to help. I’ve been doing nfl analytics as a hobby for a looooong time haha | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5ZDBoRmhzeEdtLXRIMElnNHl4d1A4UFEwRGk5b0VxekNmamEzaG5zNDFlRmdHTC13djJkdGtmMy1iU0k2V2l1cS1LVWlaQS1nZk5ybUtQYzVDcUZ4QWc9PQ== | Z0FBQUFBQm9ORzgxVDFUMmFIbVB0YVhDT0EyVmdjNVFmZ21UU2hzYkJpeXJtUUlMXzM0QmwxdTNIdVU5MDdwbFFuZ2dNYzItRnFORHBVZEk2RncybXZacnZkUmdsaWxaVjR6ZWxUWHVQRGZkQk4wUDZGR0dsSlVqNHJ2WDE1aTFMYTVNQ0VBbjlzX2VRc19SVDVwNEpvUmthNkx0dU9lSDFmM3p4Q04zeGRYTGlrMjF0NmY3VkpLdm5qUWxBeWpDSjRKWWJuNmcwV29LSDJTVnFMME16S3BlM3lxXzNvekJQQWRXVWZJV2VZdVdJcTJkNnRYYlEwcz0= |
Hey!
We are having another meet up! Hope to see you there and let me know if you have questions! | r/sportsanalytics | post | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5MmdYS0JuMlgyYkEyOW1nSGZOVEF2ODZ5UXpqZWF1c2NtT1djNjlfbDlmWkt3cDVVemFFVzJsOVQ4WHNFcWxyUndTdXhhSTFibkZRTWRXRHRZc1Z4dGc9PQ== | Z0FBQUFBQm9ORzgxWnVCektLV0NhLVlpRllDWHpUeEpUcFd6OG1lUlBKNFU0WWtQeHlvbUowLU1MekI1ZkUtQXZiTEtTdFNOQzZ0Tk0xS1FURkhULTJqZTNpVXJISnVEX2dUdTM5ejktWkZabVFXVXNydHJscEYtY09SVS1jd3NZeW1uWUF3ZXNYa3RZcmRVXzhyeVQtTERCeU5yMXNpSjVnS29OcGtORjRKZFA3dlRZTGhHQnNWbFNCYWZyakNQX28wRFNIRWR2eUJDOVFPSFdKT25DUFM0dHlRNFExSGRNUT09 |
Immerse yourself in the world of sports analytics. Read books and blogs, find Twitter & LinkedIn pages for people who post charts, graphs, etc. YouTube and even TikTok can be decent resources, too, if you can sift through garbage. A lot of people who are trying to land jobs post their work on LinkedIn. You can get inspiration and see what people are doing, which helps you understand your gaps.
Dominic Samangy created a [Google Sheet](https://docs.google.com/spreadsheets/d/1LPe8xYduoep9qCrNzBGdJHaHZ8dnmdHNnu7UXZKzawU/edit#gid=145377427) with all kinds of info on it. It's a great resource. His [GitHub](https://github.com/DomSamangy/R_Tutorials) also has R tutorials.
Someone already mentioned Brad Congelios stuff, which is great. There's also a book called *Football Analytics with Python & R: Learning Data Science Through the Lens of Sports.* | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5bUdXRlRUd1NPby1mOVJRWXl2Mmg5V3lPWWh2cmFIR3VfRkRSVUdubXZfc2dDLWxXejBsMXVkWjF0LVlob19pWnJmTXdhZHR2STVqc2RMZnd3Z0JZMGc9PQ== | Z0FBQUFBQm9ORzgxNkNPeE9OQkNMRjJodDREaWU0YjFVemlNX2NFX19JZ2p1TjRYdVNRazR3azlGckdrUkM2WF81X0lySnpVVkk3Q1dNeUEtNU8yYU5DMlFJdThXcVl0eFNjVVZmbWZ1R0NKVzBsODhfQU1ZRmRFOHJqV01sWFo1SlNqY3N1X1VNRC1hY3VDbjFWU3VsSWJwWmlPRTExaGhfZ1J3VXFFbGI0aUR3V0NMVnpOejdSbkJxV1JXV1RNc2Y2QTBFT25lWEtjVHE4NHhiQUdqWG44Z2liWFNTV3o0RkhVODdaUHJGV2lTX2djVjRSNTNXcz0= |
I agree with other posters that there is a massive R community so if you are just starting there will be more resources there.
That said, I'm a python guy so will plug this python package https://github.com/nflverse/nfl_data_py which is essentially copied from the original R version | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5TmdJYjRUeWhxT3ZxNHpUSHN1eWZlU1dDN25jeHFrTElHV2E5Xzh1VVVFcVpTQ3ZtME1oMmRqU2k5QWZ6ZE0wVExEZXJoNDBmcFdzcVdrbzZYZUlhLVE9PQ== | Z0FBQUFBQm9ORzgxQW9fQW9kanllV28yVGtHT1dzeXNPMDFkdkpzcFAyd2F4Q1Q3bkM0OHJvNzgwcXN4dGZKMFFGWmFySHlkRFQ0RWphZkRMQXp3dUVDVjc2OWJUTnFQdUw1anprV0s0NjBPYVlPMmg5SWlIR1FQRDJ2RjlKYzJVMk43ODFweUstSmVxRFZtSVQ0a3VJbGdyYUJWTy05dFFHTGkxcG5yeVRqVVBDR1NPYXdSZTNiUy1EWm9kLVAtM3NXZUExRzRsekJ4YjRLSXRBbFI3eEdVS21aNW5QR2lGTFBtdnROM2I2Y3RQa2FxSmp6THRWaz0= |
I almost never transfer a full Monero to someone, and "three hundreths of a monero" is a mouthful. We should use/popularize names for the subdivisions of monero. I have some suggestions for adoption based on these three rules
1. it's based on esperanto, like monero is
2. there are no collisions with names from common other currencies (for example, the literal translation of a cent into esperanto is "cent". well that won't do.)
3. It's not a mouthful.
Based on this, I recommend either:
0.01 xmr => "centono" (which means "hundreth")
0.001 xmr => "milono" (which means "thousandth")
OR
0.01 XMR => "cendomonero" -> "cendo" for short
0.001XMR => "milimonero" -> "mili" for short
I like the former option for distinctness, but I like the latter because it's clear we're talking about monero and not some other currency. | r/monero | post | r/Monero | 2025-04-17 | Z0FBQUFBQm9ORzh5eVNGWUtlUXFUUHNzWU1MNUl0RTFBaS0tdDBNb0g2MGI5Zlg3MkJoLVB1Z2xOQm5tTFpfOW5VdTlPUlVlY0ZkRFhMSEpPUGp1UU1vajlfcldPclVBcXZkWXFZSEFHREVLZnlrT3JfeHFmd3c9 | Z0FBQUFBQm9ORzgxbUFLbHB4YXBHOG9UeUpWR01mUFEtREQ1bGNOT2wyQkFxQ1d5b2t4cmhwMWR4M0JieG04Q0RsaXA2ZE5ETlpvQ1pnZ2R0STFWQTdjTGJUVXJGeF8xZmVKY2JBQlloYjJvLXVBSU1mdFd2NEczWDFxeUg5a2xoYnN2d20xdzFqTHV0M2ROd0NCczlXZmN2N3hJbGJmYk0zVVFfaFZnMXQwc0NrZm5GbHdRYjJBPQ== |
Nice! I’d be interested to see what blend of variables (environmental/player/team) you were using | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-17 | Z0FBQUFBQm9ORzh5azlmWFVSdFBxeHJsTjBpV1gtcXlBR0Qzd0ktclloeUYyeW9SYlhJczJmQ1hZd2lYSEhKVTVoSlM3ZXhwM0liOElJMElVRENLMkNYZkd0d3p4eVRNb3c9PQ== | Z0FBQUFBQm9ORzgxVEl5bXV3N3RFQnhES05EaERkQ0dMMHpnZ3NrRHFhNHJfZG9LM01VSmlJaGR6RHNQeFRxbkVmVWdaZUFHNmNITmM0d0VESk5IbTM2RzliUTV0a2lSSlhiaFdjLU1EVmhRdGJtQUptWkNNaEhKLTFpbkR2YUhvcEhsYjZ0TlFlV0VUUWJDaC1FOFg4ZEEzcjFlaGdvNmRkZDFQZTFLRGFLV0NVVHBGZm9MLU5Qa2VzRXlOV0hfM1prTTdhQVV4Zjk5OW94Z0tIM1JaSHc4eWdUaW5BMkhxbzlMT1lwMDR4cGt0WXA4YTFzYUdlST0= |
Android termux (terminal) sha256d crypto miner SOLO MINER
https://github.com/KaneWalker505/TermDroidMiner/
THIS MINER DOES NOT send shares of lower difficulty it attempts to solve and mine the entire block ONLY
INFO
CPU sha256 Crypto miner for ARMV8 Android.
(Average Hashrate | 150khz/sec Hash Rate)
tested and working on the following mining node pool servers
solo.ckpool.org | zpool.ca
NOTE
This is a SOLO MINER
IT WILL NOT attempt to send shares of lower difficulty it will ignore share jobs and share accepts completely
THIS miner is coded to ONLY work as a SOLO MINER it was coded with mobile in mind, it saves on network data and bandwith by not mining shares but attempting to solve and mine the block only itself. This means it will use VERY little networking/internet data.
The Miner works like so:
After Server / Wallet input the miner will attempt to find a block hash that meets the difficulty target by adjusting the nonce value and repeatedly hashing the block header. Once a valid hash meets target requirment of network block. Result is sent to mining node server. When server accepts your block solving hash you earn full rewards of solving the block.
THIS MINER DOES NOT send shares of lower difficulty it attempts to solve and mine the entire block ONLY
Example Command
./TAM -h (List help command example)
./TAM ServerAddress Port Wallet Password
You can run without arguments aswell if you run the program without arguments, the default zpool server will be used on port 3333 the miner will ask for input of your wallet and password then after.
mining stratum difficulty
You wont need to worry about mining stratum difficulty
Can 100% ingore mining stratum difficulty when using this miner
Sense it attempts to ONLY solo mine the block hash itself
mining stratum difficulty is only used when mining shares of the block.
Sense this miner does not attempt to hash or mine shares this can be ignored
So stratum difficulty is just set by pools and reflects the kinds of hardware and software used and how many miners there are, and is low enough so that all miners with adequate hashpower can share in blocks found
It has nothing to do with the actual BLOCK hash difficulty of the crypto block itself when solo mining | r/monero | post | r/Monero | 2025-04-17 | Z0FBQUFBQm9ORzh5M0FXNk9GM1pPLXJoTk45bC0zZXNZQmdNVzNBSDVRUlRDTDdITGFxZFpVYklBbFZZWmZ1dUptejY1V2RhLVc5aDM2Mmp0dm1abEphWl9TQTNSZ25sZ0E9PQ== | Z0FBQUFBQm9ORzgxY3A3VFpUdi14RTk0dUVLLURUVzZSNWE0eEtfcm5ZSnkwdmZLVmpjQ3pNXy1neHVYVXc4MjY0Z3BhYXMtNEJhZnlpQVRUNnR2OEctUWJyaVB0bjhUa1lkeXBmeS05M3U1cjA1WUZXR1Z5clVKYWNOZ0VlemxFMk5lcjdHUGZZOUNyY0NXa0xKRnZxQ3pieDhicEw1SG1mRGVSTEdEaFJheU9iZjBPeHM4S3FpaERvdHZPT0lyWUNPeS1YQTJ5ZklRZjhQS0tsangwZWdsQlI5Qkh2RWNpdz09 |
File to the moon | r/filecoin | comment | r/filecoin | 2025-04-17 | Z0FBQUFBQm9ORzh5QmR0b2gtTUxWSGM5RmQwTHFObTR3SDg2V2JDejdiTjZNWFdBWkFlTGptQlAtSUNhV1hORWlNYnA2WHVEVjFVRk1wYnAyWEEyd0JXeXNIN2pnQ3ZkYlE9PQ== | Z0FBQUFBQm9ORzgxMTd1S25weEM1OHpidzBzX3NiSkQ2UnpQTGl1a0FxWFI4SFgxUTdGaGlfVGl1TG1pdEdMZzJ3aTRodE9UYWktOFdyT3hHVC05X29uZm1yREo4dGdROU8tNi05aUVSdFpQakFLQ1RHY2htMngzWlIydDVyTVN1Y1l0QlJoQUlSZFdwZXlBbno3NC1zRmpPVWxCa0JwRnN0TG50Qy1fN05LUGJna0JnWWtib3VoM2JUWThuc291bkFVUGY3eUpMX0oxTmcyWUJnbVJHdUluTkVOOFdRal9PZz09 |
Android termux (terminal) sha256d crypto miner SOLO MINER
https://github.com/KaneWalker505/TermDroidMiner/
THIS MINER DOES NOT send shares of lower difficulty it attempts to solve and mine the entire block ONLY
INFO
CPU sha256 Crypto miner for ARMV8 Android.
(Average Hashrate | 150khz/sec Hash Rate)
tested and working on the following mining node pool servers
solo.ckpool.org | zpool.ca
NOTE
This is a SOLO MINER
IT WILL NOT attempt to send shares of lower difficulty it will ignore share jobs and share accepts completely
THIS miner is coded to ONLY work as a SOLO MINER it was coded with mobile in mind, it saves on network data and bandwith by not mining shares but attempting to solve and mine the block only itself. This means it will use VERY little networking/internet data.
The Miner works like so:
After Server / Wallet input the miner will attempt to find a block hash that meets the difficulty target by adjusting the nonce value and repeatedly hashing the block header. Once a valid hash meets target requirment of network block. Result is sent to mining node server. When server accepts your block solving hash you earn full rewards of solving the block.
THIS MINER DOES NOT send shares of lower difficulty it attempts to solve and mine the entire block ONLY
Example Command
./TAM -h (List help command example)
./TAM ServerAddress Port Wallet Password
You can run without arguments aswell if you run the program without arguments, the default zpool server will be used on port 3333 the miner will ask for input of your wallet and password then after.
mining stratum difficulty
You wont need to worry about mining stratum difficulty
Can 100% ingore mining stratum difficulty when using this miner
Sense it attempts to ONLY solo mine the block hash itself
mining stratum difficulty is only used when mining shares of the block.
Sense this miner does not attempt to hash or mine shares this can be ignored
So stratum difficulty is just set by pools and reflects the kinds of hardware and software used and how many miners there are, and is low enough so that all miners with adequate hashpower can share in blocks found
It has nothing to do with the actual BLOCK hash difficulty of the crypto block itself when solo mining
**TERMUX INSTALL**
curl https://github.com/KaneWalker505/TermDroidMiner/releases/download/Release/tam_1.2_aarch64.deb
pkg install tam_1.2_aarch64.deb
OR
wget https://github.com/KaneWalker505/TermDroidMiner/releases/download/Release/tam_1.2_aarch64.deb
apt install tam_1.2_aarch64.deb
| r/bitcoincash | post | r/Bitcoincash | 2025-04-17 | Z0FBQUFBQm9ORzh5RHBJYnJPVUMxRV9rRFh0R3JEVVBmRTVQQnp2elFXNTh4ejhfblF6YzNYQUhPVHlKdTVsNFk1ZFdaNG1HUDFEOXNiQTJmcVdqb2ljWU9SejNCM0VfclE9PQ== | Z0FBQUFBQm9ORzgxbTBvbTdwRVNyX3NZYVRfZUhpa3Z3YW1pVWUwaFh6LVBuTWtLUC1NaWU5aG9SaWwtNXFTdHNXaGJhbkFRMzhIdW5HSmZoY1FiN0tBRnQ5LUFYdjFGTlVnRzFvWDZ0SEloY3lmUjFsTXEwNllVYkRTeGZ1MndUVFRxV1h1ekliWk56cUNqSDBrNDJXWFoxOEdnZFpGR0dUMUhZakd1eTR1OE5hMWRNTEdJZEc3MzFJV2N0REFxUFBST08xX01TM1NzRmtSbXJlUmdwR1l3Z2xUWWo2X01PZz09 |
Wish this was in dc md or va. Flights looking a little expensive for the day | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5b3NhNDFYMnU5S2Q5aTZhMUZaMjNGeXI2YklDdDdoMzd3d0c2Uk5jSXIwVnlHRmRBLW1oUC0xME1HcTZlTVQwRVdpZGctOWZzR0FTRUo0OGJvOWduSXc9PQ== | Z0FBQUFBQm9ORzgxbGRQRXRVNGRFOVp4czh3eXRIOEhsdE1QblFJNXJIeGRTUlVES0dyYWZGcldPb0hPZXZsNXNZUmhWMExVZWh4b081QzJBNEM2ZXFBRFFmM1JGdVZ0eldhb09oRUt2c3BlUWRRV29reWZwNm9mTHlHZlV6a3pTVWFiREg5Nk45RE9PTHo1Si0wRkJ2Rnh2RjBZWkMxQ0dLUU12bjZTNmVDUzRXcWthZU5Db1dvV3FWU2pIVUJXbXFRLTEzem5DZnF6OFpldTNhdTB5NndjczFEcENIT01DZz09 |
Hello everyone, I discovered Monero just two weeks ago and have been trying to get a complete, and as sophisticated as possible, idea about this cryptocurrency. Now, I also think it's worth telling you that I'm opening my eyes to the absolute control that the government-dominated BigTech exerts over us, even though they alone are responsible for the social aspect (here we would begin to talk about the autonomy of technology; you can read Nick Land and Rene Guenón for more information). What I mean is that the current simulation we live in has devalued privacy, and that in the coming years this may begin to become more visible, that is, it may take advantage of those who don't even have a concept of privacy as a notion of value. Perhaps my realization came five years late, but it was only relatively recently that I stumbled upon esotericism and alchemy, and my worldview has expanded to dimensions that are anti-scientific on the one hand but liberating on the other.
Back to the point: we know that privacy is fundamental in the social realm. Personally, I don't mind anyone knowing what I do. I don't care about their opinions or criticisms. But the problem arises when my decisions are limited by the agencies in charge of the social sphere. The social sphere will always have to have a notion of value, but we know that the current value given by capitalism mutates qualitatively: it is an unsustainable, self-perpetuating process that resolves this intrinsic paradox through an increasingly drastic qualitative mutation.
I would like your help with a mental exercise. What would happen if Monero tried to achieve what is theoretically called the US government's Bitcoin Reserve? In what cases could Monero be a way to store value? What role does Monero play in a post-scarcity society? Can Monero be a tool in the automation of capital? | r/monero | post | r/Monero | 2025-04-18 | Z0FBQUFBQm9ORzh5YjdoazNLcmhhTmk5SU0wNUNRMzRiV2NFRDhva2V3cnQ5S09VUDB6TlpyT0RTS3NNbXJ2cHc4OVpWUWNZVFlYc1ZmLURuVnhJQjhOeW9jN3d1b2JqX1JxaXlMSzJrYy1WaUZ6TGxqdGNRNlk9 | Z0FBQUFBQm9ORzgxQTdOZl9DenVXNk51Y2w0ZzljNUo3UkRCOUg0U3RwYmVXWlBRSW0xV09pNkdqWWJtVVpHTEdOU21sSHgtcjRWc2ZMWWdZMFhsRm1TMGJ2OWg0NXR3YnVwdmN2ZzdpejRYZE9ta2ZvajNIQ2xUOVhJaWJPdmdwNURPeXp3QmQ2RTRYOGhkYlRoZW9ZNkJBQ0g3TURsV3J1eHJsVG9sQTRVTW5Qd0lRaGdRYkRpN3plZkJKLTNUQWswYUJGX0lCVlFF |
There actually was a similar meet up recently in DC!
Brian Burke posted about it: https://x.com/bburkeespn/status/1907477545181761733?s=46&t=ft_mnfIlGz8EssMY7-XhAw | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5LWU3Ri1QekdaZWZVS2wwa2Jra01XeFJ2N1pDa0lxVGFSTHBwSnF5dHhwdDdJckhJSDM0Tm5aMTU4LWRNTDlMcGJoSE1MZklKU0tIdXlfNElJSnZSTGc9PQ== | Z0FBQUFBQm9ORzgxRFBqNTAxWXBqTDEyU01yOUhya21XbDFZUG9jTF9mN0VLT3FGa0Y0cnNsRnFZV1dqVjVCakVVMXFUZUdOZEY1c1ZIZFlMVFNQWm5hSlktWlJ0UEU3a2FuQ2g4aHlfZnR3WmZNQVBPR2tFRjNNN1ctMUZyT0x1czRIa2ZJMXJGVkRUTXlhRHBZbUEtN25rSk1mcjlFdWltemhFa2hfb0pMMEZ4eFhFdElYRE9teGlGcjNubXZVaGJrSkVoOWNMOEZCUndCTXVjSUp6UXNsVmpCQXJNRVhRQT09 |
Another strategy you may want to consider is a data-first approach. I would recommend developing a data collection strategy and collecting data from football videos, with a unique perspective. If you are not coming up with ideas on what to look for, might be worth searching for adjectives or formal analysis reports published by others. Then you could use a video tagging tool like [SPAN](https://banyanboard.com/span) to collect data from videos and create video linked charts to show your insights.
It is a little more work, but will help stand out especially to those who value video evidence to back your findings. As part of this, you will probably encounter a need to learn Python to modify some of the charting scripts in SPAN. But, it will be a contextual way of learning a language with your end goal in mind. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5d3BKemczZUJXWGlyQVdiZHc2Qk1wREVHOWNzTHNnUnBZd3RwcUVXRi01UU1Bd1laQm5PeXA0QkswYlRCWEd4ZlBsT091YmhEb0JackxNbVgxREFIMEZqaEJJdEFzOWZfRWVtYll1Sk9ZQ1k9 | Z0FBQUFBQm9ORzgxZ0h0WTZXYkF0NGNvT3U3Z0xkWThQUUx3VmFyZUlqbjJfY0dQb0dUcnhEYzZzaXVBbzF5QjVCN2lkRFpvX0EtbGFBLWJHc0N5dWlUZzBQcDRfOHhCS3FQUG9MVHN4d0NqQjhJTDkyQmtmUTQtUC0xa3FnMFRYbG5Zd0Z4RGk1MXdseGtIUmF0cHZ5VzgzQXYtYlNMakNEc0swQlhmMGwwZFVHWHJURXlmcFBEY2Mtb3VNUlItYWczUnR5Y3lEWUk3SFlBdFI0M190THVndFk1SFY5cDhjWG1FTTZ4UHcyWG95dHhJWDFNZ2JlOD0= |
So what is the status of the public audit of XMR reserves? The following exchanges have closed XMR withdrawals (i.e. they did not pass this audit):
* 🚫 MEXC
* 🚫 XT
We all know that Monero by its nature attracts to fractional reserves. Since withdrawals are mostly similar to deposits, it is possible to operate even with an almost empty wallet. Exchanges use various embarrassing excuses, especially regarding endless maintenance (deposits are usually open). Often and for a long time (for months) closed withdrawals confirm this - a sad example is Poloniex and HTX (although they currently exceptionally look like to be operational).
* eXch has zero XMR reserves (as usual)
* XMR interest rates on Coinex have climbed over 40% APY
* When some exchange was delisting Monero, customers always had trouble withdrawing their coins and not everyone managed to somehow do it - remember, Gate is leaving Monero, so run away now.
*Note: This post will be updated based on your great comments.* | r/monero | post | r/Monero | 2025-04-18 | Z0FBQUFBQm9ORzh5NnNNOHpYcTgta3J6U01icWNzTFVJVW9qODdWZjdnaEJraG5ySURDbzlLdXFtV0hLZU10azBHek1RN2prRmFBaTBfRmtWaHZrS3dDNzRpLW9GSm1za3c9PQ== | Z0FBQUFBQm9ORzgxN1MtODh1TE1xQS1QQjkzUVVfazVQRDZnQUdCci1td2QtMFFESDFxcFJoa3d2NkRmVDd5YUwtSVlOZmVvZXBVLWl2bUM1ajZZOTJtVTZ3RWJEeGVfT094NEJyZnRTNkF5bFVEcUtzUjZQRXNYMGZMVE5YUkxJWDFlYktjLV81WU5EMWh3Qk91d1VIS091ZFlHRzZxdzdEZ0ZUaTgzcWcxOW02WUwyY2FHaUhTUFU2ZENlcnUtNUJWS0puWm5rUEVX |
Which Premier League teams create more 𝗕𝗜𝗚 scoring chances?
⚽ After the 32 matches and with that question in mind, I developed the 𝘅𝗚 𝗘𝘃𝗮𝗹𝘂𝗮𝘁𝗼𝗿, a tool to answer this and other questions, using Python and Tableau to turn data into meaningful insights. Here’s a breakdown of how I built it, the metrics, how to read the visuals, and more:
👨💻 Starting with the Data Collection: I created a Python script that pulls data on all shots from the English Premier League, scraping stats from [Fbref.com](http://fbref.com/) as the primary source. With some help from AI to streamline the code, it’s now as simple as pressing a button to auto-update the database—a huge time-saver for dashboards that need constant updating! Highly recommend this approach!
📊 On Visualization: Using Tableau, I aimed for a visual story that starts broad and moves into more specific and individual insights. The layout highlights which teams are creating the most high-quality chances, the overall quality of these opportunities, team stats compared to league averages, and player performance in front of goal. For the defensive side, I created similar visualizations to analyze the chances each team concedes.
🥅 Metrics: To help interpret the dashboard smoothly, here’s how I classified each shot:
Big Chance: >0,3xG (30%+ chance of scoring)
Good Chance: >0,15 and <=0,3xG
Small Chance: >0,05 and <=0,15xG
Poor Chance: <=0,05xG
https://preview.redd.it/4e1ngri7cjve1.png?width=1441&format=png&auto=webp&s=852ab8782b0db24e0a4d80384ffca12923d8a97e
What conclusions can we draw? Here’s the current ranking for BIG chances created (no penalties):
1-🔴 Liverpool: 55 big chances created (26,2xG) – 24 goals (44% conversion) - -2,16 xG Efficiency
Despite leading in volume of big chances created, Liverpool **underperformed slightly** in front of goal, converting below expectation. Their negative xG efficiency indicates that their finishing has been **slightly wasteful**, leaving goals on the table despite consistent chance creation.
2-🔵 Manchester City: 47 big chances (21,8xG) – 21 goals (45% conversion) - -0,75 xG Efficiency
City continues to be a model of stability: solid chance creation and **close alignment between expected and actual goals**. The slight underperformance is within normal variance and suggests their finishing has been largely **in line with xG expectations**.
3-⚪ Tottenham Hotspur: 39 big chances (21,1xG) – 22 goals (56% conversion) - +0,92 xG Efficiency
Spurs show **strong attacking efficiency**, converting at a high rate and slightly overperforming their xG. This could point to either **clinical finishing** or a few moments of **exceptional execution**, suggesting they’re maximizing the quality of their top chances.
4-⚫ Newcastle United: 38 big chances (20,5xG) – 21 goals (55% conversion) - +0,46 xG Efficiency
Similar to Spurs, Newcastle are **converting efficiently**, though to a slightly lesser extent. Their output suggests **consistent execution in key moments**, aligning well with their attacking setup and finishers’ reliability.
5-🔵 Chelsea: 33 big chances (18,4xG) – 11 goals (33% conversion) - -7,43 xG Efficiency
Chelsea stand out negatively: while their big chance creation is respectable, their **finishing has been significantly below expectations**, resulting in a **conversion rate of just 33%** and a worrying **-7.43 xG efficiency**. This highlights **a major finishing problem**, whether due to poor decision-making, lack of confidence, or inconsistent striker performance.
Keep in mind that this analysis is only taking into consideration BIG chances (shots with 30%+ chance of becoming a goal, excluding penalties).
It's also possible to filter one specific team and see how their metrics compare to the average of PL, playing home or away:
https://preview.redd.it/uadixdphcjve1.png?width=1437&format=png&auto=webp&s=0cd0a181c389e87782936f1e230d821de6175cb5
Going even further, you can see each player performance for that team:
https://preview.redd.it/jpzfsigjcjve1.png?width=1432&format=png&auto=webp&s=8255df23839e1cd2735a773a2efab97694d029f7
To explore the interactive dashboard, play with the different filters or take a look at the defensive side, here's the link:
[https://public.tableau.com/app/profile/rodrigo.ferrarez.rebeschini/viz/xGEvaluator-PL24\_25/xGEvaluator-Attack](https://public.tableau.com/app/profile/rodrigo.ferrarez.rebeschini/viz/xGEvaluator-PL24_25/xGEvaluator-Attack)
Let me know in the comments what you think about the dashboard and the analysis.
Thank you if you got this far!
Follow me on X/IG: DataRFR
LinkedIn: [https://www.linkedin.com/in/rodrigo-ferrarez/](https://www.linkedin.com/in/rodrigo-ferrarez/)
| r/sportsanalytics | post | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5US1Oc3dNRTVHNEZPUXNpMWt4c1BlMTFFXzFsOUU3Sk1RUHBSWVplWWRwNXZEcWx6enhoUDhMMjRvb3pZcTV1aXV4Q3BCT2ctWlF1Njc2eE5CblA0UXhqbDA2YWZDWElHUnVvXzFqSTZWMHc9 | Z0FBQUFBQm9ORzgxSVNJd2JEaWRYcW03dlRpS2xTcVhaOUVLSjBlRWxkeWIyN2s1emZ5SWZ2VXlNYlRkZTBmZUZyZ2c4Uk9IQm5PUFFPX0RfeUpBTjVraXNuVF85bW4xcUVEOXpIaTR4M200YmRhT1ZqMjFMQXpZajl3NG4tSDFFQ3FrSXAxbmJqQ09XbUQyRFVvTTByTUs0Z3hpc3huRFRfWWNKbTNEV3dQODJCT0JockxiREtuSENHOFkwZ2NiaXFyS0JUbU9sN1V6dGx3UGtZRW9ocENpUUJGRVdKQjV6dz09 |
This is the weekly Monero market thread. This thread will be posted every Friday and is meant to help accelerate the adoption of Monero. Due to r/moneromarket having only a fraction of the subscribers of r/Monero, we have decided to create this thread to encourage more individuals to use Monero for product exchanges. Until the market matures, we recommend that the Monero community post their products both in this thread and on r/moneromarket (to ensure growth of that subreddit).
Selling items for Monero will boost your (and Monero's) reputation as a legitimate form of exchange of goods. This is necessary for the growth of Monero, our community, and privacy as a whole.
## Instructions
When you post your product or job listing here, please make sure to:
- Give a description of the item.
- Link to a photo of the item (if it's physical).
- Provide logistics information (such as, location and/or shipping availability).
- Optionally, provide an additional (private) form of communication outside of Reddit (e.g. Bitmessage, u/protonmail, u/tutanota, GPG key).
- Post the price in XMR terms.
Spamming will not be tolerated. Please make sure that listings are legitimate and do not break rule 2."
Finally, credits to cdotsubo for starting the concept! | r/monero | post | r/Monero | 2025-04-18 | Z0FBQUFBQm9ORzh5TlpsSE12RUVWdURvMzVBa0ctY0VKdmFEX1ozQlRfbEpHNE01ZU1RWnBxbGN1M3FqUVByUTNLQXA0Y2FfemJBTGdDcTlSWjZkX2ozY1M1bVpFNTdWVEE9PQ== | Z0FBQUFBQm9ORzgxR3NaS0VRSTNaUXVDZUMyY3ZRSzFhQWNybFpYTDA3Y3hucEY0NUhLMWVnckxWZHV1cXlIZkpadGhTZ25XTkRiTElSMWh4aFBMbVlzREVNamJ2a2NkSVB2WDNZVHZnQnEyZmZNU0FhSF9rWUlGRW01WGo0cmhIT0N1Z2t2TENwLU9DZTZPcUpvSDloRHpHdHR6SHVraldnQUk4MzhyeDFHbVQtM0RxM0l0UGJqOUVmSTlGOGdSZDNVaHFlTXBDbmNr |
Just get a math degree. Don’t major in that | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5XzBPSWs2Sm9wbVVGR0tSV0w4eGktWkM1aG1rOVJwSXowY3NLaHpXOVExNEplZll1Rklmb0pJRlhVRVRjc09KdU55MUdvNVl3WVR2WXVNY1JocVZacWc9PQ== | Z0FBQUFBQm9ORzgxV3hIcE9wM2pTNHZPemFYX29wUUZYQVhXb2daTEx0WU11VkVRLWNuSml6YmlQbWNBTDJWVmhCeTlEbExNNS1UTmtlWkZoNjdZS1B0UkVoTUprRHk5Mm5fYk9lakdZYlR4azRnZ1Z2YUZrZ1pJb3R6QjhEbGx5aWhnVndQRDkyejZGY3A2UVFVMEFFZHhmVll4X1JNODdxMFlOMzQxRDJ0OHZ3MzBtOG1WTDZkMG1jcDhxYnBhZFR0X09vZEx3eUdTVmpTeGU2VzVSY3NLWWNDV0tLczRlZz09 |
When will this finally start moving up it has never stayed down this low for this long sigh | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-18 | Z0FBQUFBQm9ORzh5NnBVUDd5Qm9qZjlsQ3JkRXN1RFVEMFJrUS1lc1owcmpDY2E0Y3pGakk5c04tUnAtUFRUaVdkM19yOHNkVmJGeXAxRFBVdlFLU1pCX2Q5VUFTdUZCcVE9PQ== | Z0FBQUFBQm9ORzgxemNBWm9FaGUzdWV1TkRDVlBKMUpDT1FEUUxxTFQ4VERIUEN6a3gtVWNzalBKSXZPM0xZZ0s5RnVXLTdpSXFyelFvT2cybk02UHFsRVc4NlB2cFhtdlprUjk1a1owZWtxZV95T1VrUGhHRlVEVVdpb2dDR0IxNmR0M1RsLXFBUVlveXZQNHQtRWNhZHE2by1rVURtRkxIQVE4a1BZVG9uVmpaTTVtREpUWlVzdDhaeXM2aWFuRlY5b0RIZGdVOHRP |
r/monero | post | r/Monero | 2025-04-18 | Z0FBQUFBQm9ORzh5N2FwTGk1TEViWUx2ZnZIblJtQWlkdUpXSVNwWEZ2clh5Z0xhLVNkaUZwZlBiSVJoR3E3a2E3c0oySkttNVhJb1VFU2J6OFJxU0JvYi1rbFhpRXhmOXc9PQ== | Z0FBQUFBQm9ORzgxa2FTeEFhTzhOakFVNFJGY2dmc1B4S19neEkzR2h5OEZnNUhUNUFGaHR6Q0V5U19RWWdiSjJSQUI4ak1DY1dKMEtBa25YTlVUblUyWU9fTjB4QXBydFdPaUdHeGZROW8yWTh0aWk3NEpmWjZmVU4xU0lFUXRHLVBrd2NEQ2tULVVRYl92R2JWRmxnNlplN0hrWVRhZDlMclBiME83WGRXVU5Oc2pqYXZsZjJraFlfWnItZkhyTlJFenlaWnk3M3pr |
|
I am going to try to solo mine Bitcoin cash
Does anyone have any suggestions on a good mining pool? I did try retro Mike before, but I didn’t like the interface. Would like to know if anyone has some suggestions. Thanks | r/bitcoincash | post | r/Bitcoincash | 2025-04-18 | Z0FBQUFBQm9ORzh5dlpEOFdaaUhHdnNaTF8ycmFaR19Ha0szVWpDUVJUTDNkMVdaVF9OanU1TGF6UTNEMXdHOHpLSFRYWFF0cTROUkoyNWxqV0k1SnZSQldVLVQxS2RtVk9oVHdMTld2ZXUwVUhscGVmZ1BrMnc9 | Z0FBQUFBQm9ORzgxNG9ydGNmMUNjUkhDSV9yRUFkRHNjOG9EbmZQUDV1WTVRaWFlb2pFWHV3RXBJTUgwV2I2Y3VWTEFaR2pHc1lwQXBCWUY2MGc2d3pXZml5dm5ZLXp4b3FxMnF2WVp1MHZBOElTUmRzcEN4bVdwREowQUJfcEN3YW0zVzEybFJIa0t6WDQ4b1hnd0RBN2diOG51cFR5R05xSmRpYVh2b0FwdUZIMV9qRUoyZy1FPQ== |
‘Anonbnb’ is going to cut out the middle man and offer privacy
Big | r/monero | post | r/Monero | 2025-04-18 | Z0FBQUFBQm9ORzh5eWNOU0ljd3JYVEVIbWJCU3BnelR0MXlyOGwza1RWUUV0VnE3Z3YtNlMwaDJiTEE3OGFSX3hia0JKbGVuSFF4cE1SMl9VWVBnNEh1dDkzNWplMzdGeEVZYnVrZHFuWjlncjJ2b0ZDOU9TNDA9 | Z0FBQUFBQm9ORzgxdzZHRmJXbGRWVEpWc3o2TlVJbGdBSUxlOWRQdHpDSDg1NktXUEgzak5vOTlOSUktY1F5aU5RWnhVekhCYXhLWDlsbVFmaHRIZ0FGQkdEUGlhMDZpNHoyMUVPME5QVGhNaTBoTmZRM1AzSFRMT1V0YXYxV2pPUURjVXRsUmVpS0QteXZXZzhRb1FmTlJlcXFoRTVQaUJWMTFMWUVwdjlrWm1wdktrd3Naa1lOQTR6SGlsaU9wRkM0dTAwOEs2RlRD |
Some of the Taoshi team will attend the Bittensor Endgame Summit in Austin, Texas, next week!
Is anyone else from the community going to make an appearance? If so, we hope to see you! | r/bittensor_ | post | r/bittensor_ | 2025-04-18 | Z0FBQUFBQm9ORzh5Qm84a0h3b3QzY241SHh4cVJaZWZ4TVlJTW01OG5uXzFWckFSd0lfR2s5dDg5YkFPLWNINnRSSEQxVlpxNWhILThoVFE5TWFORHUxajBncDRQQzdNdnc9PQ== | Z0FBQUFBQm9ORzgxZVZIYjJkRGtPd2ZYMlRQMW1LUk5CQjdBeWJ1WmhMaUVyQTR2VlpFMm5rS2YzY3lIMnlHQnhDd0xPeHdEMTRFakU5UzdZcGtlNDdPcVZoY09EeFJxYTdKQ21wQ2R1RExOZU1xS3pITjJGVDBmOVBzdDZudEpWMVpFdWZXX1prSklQckZWSjZfMDhoNlh2YWVzcWJpUHNjZGtwaEtUYzNLN3VSODVDWVJKNUY0akZnekNTRkxKUDFHS21oN3RVc2J1QmZzeUFiNGdfVmUzSFV3LWRodVU3UT09 |
First time every public posting a data analytics project I worked on! But this should be a good entry into the start of my portfolio. I am very new. So any suggestions/feedback is appreciated! | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5N19Fb0RGRlhyQjNCNjJGa0oxTVg0R3lVZ1pwVzVYOHZoaWR1R2cxYVNfRE0teWs3U1dBSkxZMFVQdVlyR0E1aFNleEFUV19mRmdiZjBWN185VjNwbWc9PQ== | Z0FBQUFBQm9ORzgxc08zNDk0MjRvTXV2TWdKcTk0Sy0xN3FGNDhNRDhIS0cxX3ltTTFJMmhfazdCWWMyMGhWOWQ2QWU1aHdPZ0hZSnAyZkxhUHNuc05NaDBrbmI0cnJXUWlxQUhSMUpFaGxfcWJES2UzT2pSd0pvUFlnUncxQmhkUEpRUVBLQlJrNHlyejdYRS1XQzZaUGJGMmJxN1dGYWROd0x4ZGI5elZBd3FLTmNteUtqRFQ5cXVhcjk5dmxQZzhqTmE0cnVETFJNR3p5YVVCSUx4WEhfcEpmZlRndDhKQT09 |
Check out teamworkonline! | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5YlcwV2VjU2x5bFRSZXdDMzhXYk00bHE4clJwc24wWlFPdVIxQm0yYUVnUmNSdXptTFFOS2RHX1dpNldrYko1aUNzVVQ1YlZWNVI5TUdBS1FkQTRES0E9PQ== | Z0FBQUFBQm9ORzgxZkpEU0FrbXAySWpuTlRhN0RkaVRJU0pINjAtWlhLWEdVUVAxaG1UNUxmWEN1ekduUkdzUm9yXzJLQlBiRWZCbmhhQ2VLdWVUdFp4SzdYX1B6OWpXZ2g2QS11TkZxZ1lUWlhEVW82cGVqaUxDM3RjYmlTMTBDR2JEcTAyVS02c1RiNkZQdEgyMG1GckZNQ29kX0pLSVd6UklGUDVqOS0tQlRjMU1FSjB2NUgwPQ== |
I am a committee member for the 501(c)(3) MAGIC Monero Fund and we are looking to solicit quotes for writing high quality open-source fuzzing harnesses for the Monero node and wallet RPC calls. Monero currently has basic fuzzing harnesses but we would like to expand the coverage starting with the RPC calls to help prevent any remote DOS or RCE vulnerabilities. The monero codebase is actively fuzzed by OSS-Fuzz so this proposal only requires writing the harnesses not any discovery or exploit development.
Why are these RPC harnesses important? The availability of the Monero network is paramount, as a decentralized service, and there have been numerous vulnerabilities in the past which exploit the RPC service to crash nodes.
https://hackerone.com/reports/2858802
https://hackerone.com/reports/506595
https://hackerone.com/reports/1511843
https://hackerone.com/reports/1379707
MAGIC's Website: https://magicgrants.org/funds/monero/
Monero RPC documentation: https://docs.getmonero.org/rpc-library/monerod-rpc/
Existing Monero Fuzzing Harnesses: https://github.com/monero-project/monero/tree/master/tests/fuzz
OSS-Fuzz Introspection: https://introspector.oss-fuzz.com/project-profile?project=monero
Monero OSS-Fuzz Code: https://github.com/google/oss-fuzz/tree/master/projects/monero
If you’d like to submit a proposal feel free to contact me for more information or apply directly by filling out this form. https://donate.magicgrants.org/monero/apply | r/monero | post | r/Monero | 2025-04-18 | Z0FBQUFBQm9ORzh5UzRMM090bFY1Zk5NLUxpaVNic1Y4QXhNdVpKMUZnVDBZM1ltWXRaYVFlRG90bzBndjg1WTVSTXpwNWhVcWFrbF82RERETTFFZnRXcGs0UTUtbjVYc3c9PQ== | Z0FBQUFBQm9ORzgxWGpSSVBQSDNSVW43T3NRVGl4dlpGQ3RTVnNLVWpKRkJHZVB2RDdOMUFVbk1KeVNuQ1FxWkpVaGJ3Mko3Y1d6WXZFeFhhZDItcVNJT2FKajc0MHI5R1djcHl6TVdzRnZnaEp3VWVhemlBUTY2TUhKaUhuS0hxdzNKTlpJZ0J1dGMtVTVUN3hXWEk1aVg0WmVfVS1BZVBwVzk1cTBJTmk2am5QN2Ftc1hKVkI0RlAwSnEtcGdQOEttbTRQa19PV3ND |
This account needs more than 15 karma to post
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-18 | Z0FBQUFBQm9ORzh5YWdJVWNUTkxVckhRS2xHSnBkWElndmZEOW5uSmxFeENZR0kxNHQzRHNqclhHSm1qSENPSF85ZmxKZ0t5Y1g1alBKdnVFMDNWUnRBaU5BbGJQZ2dmLXc9PQ== | Z0FBQUFBQm9ORzgxUERaZFFoVHpOdWh3R0dQNkVxeGU1czNQbHNDMUtiQ2FjdnEzRFZlWkd1U29LSDFIbmpiZGM5TEpZTGlkbE1TdHJUc1FKWUctSnJNLURMcGVIYlVpanp0U09QaWwxV21wSmpJWHlwTzFmN1lkTVVtR1ZVWkVGUmRodGZNZExjb3QxNFRXQ2FMRFNOb1dXQmx1MURvYkJ2WWFwZl96bUFncjRvM0tBaWZTekxwakx2TldaekVuM1l6NDJLaW1WbFRj |
Thank you🙏 | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5UkFYbVNibWl3WEpnX1dNZkdlUk5oOWxSSzlVYXlLUkRVRGwzVW5Ob2ZYWTRKY2tyWmsyTmRqb256MXhhNkc4NE9Dazc4WG5fR0VVVGp3MjRleUtXYlBuQ29yY2huQk4zTDhXMUtMTmRqdXM9 | Z0FBQUFBQm9ORzgxYTVRaGlwMTZuQkFfTFRvUU94NVZnS21FMlV5TVpxRXo3andUVzhFMVloYjMwWjRuVExTTlNHMUZMRk1ObkJLTFlpYzQ1ZlkxM0E1R29uQWhEVUwwWlR2cHE1bGlkQjd4QUNaOEo5alo3RV9FUG51WmFOMTRaU05UWVNlV1QyRm9yMXRGNjJ1M043SVZJZXlBOERVVGN3RUhyeWdOQy1oR1Fwdnd3cW10SU5NPQ== |
Recent trends in the cryptocurrency market reveal intriguing shifts in Bitcoin Cash (BCH) activity. Over the past two years, data suggests a growing inclination among users on Western exchanges like Coinbase to withdraw their BCH holdings, likely indicating a move towards self-custody. This observation aligns with a significant surge in hardware wallet purchases across various brands, further supporting the notion of users prioritizing direct control over their digital assets. Bitcoin Cash, known for its fast and low-cost transactions, facilitates this self-custody trend seamlessly.
Concurrently, a contrasting pattern has emerged on platforms such as Binance. Unlike previous behavior where traders primarily used Bitcoin (BTC) or Tether (USDT) as collateral for BCH leveraged futures, substantial BCH deposits, reaching into the hundreds of thousands, have been observed. This novel trend suggests that large-scale leverage traders, often referred to as "whales," are now utilizing BCH itself to back their positions.
This shift could potentially be linked to the recent endeavors by major exchanges like OKX and Binance to expand their services into the United States. As these platforms navigate regulatory landscapes, they may be prompting users to transition away from naked trading positions and instead deposit actual cryptocurrency to collateralize their trades. This would explain the observed increase in BCH deposits on Binance, representing a move towards more in kind crypto backed positions.
Sources:
Coinbase wallet huge increase of withdrawals as users self custody: https://bitinfocharts.com/bitcoin%20cash/address/1PUwPCNqKiC6La8wtbJEAhnBvtc8gdw19h
Binance multi year high BCH Balance likely for their leverage traders collateral: https://bitinfocharts.com/bitcoin%20cash/address/1P86nZCNWUiynP52AK2eTuTGZXYUTwX6qQ
OKX to expand to USA: https://www.coindesk.com/policy/2025/04/15/okx-to-expand-to-the-us-establish-regional-hq-in-california
Hardware Wallet sales: https://cointelegraph.com/news/trezor-record-demand-bitcoin-nearing-100k , https://www.axios.com/2022/12/06/ledger-crypto-hardware-wallet
Edit:
Further anecdotal evidence highlights this divergence. On April 12th and 14th, the price of BCH on the spot exchange Coinbase briefly surpassed $380. In stark contrast, Binance, a platform offering leveraged trading, saw BCH peak at only $358 on the 12th. This discrepancy potentially arises from the fundamental differences between spot and leverage exchanges. Coinbase, as a spot market, requires actual BCH to facilitate trades, limiting downward price pressure if supply is constrained. Conversely, Binance allows traders to short-sell significant amounts of BCH without holding the underlying asset, potentially creating abundant, albeit synthetic, liquidity that can suppress price, even if the exchange's actual BCH reserves are limited. | r/bitcoincash | post | r/Bitcoincash | 2025-04-18 | Z0FBQUFBQm9ORzh5aWZjZHZZX2NmdnQ4MWc0MnN4aE0xYl9VNUFLcWo5bGI0dk0zd0tpTVZ2ODVtRGFfcWg0TldMeW1fdXpJaTV6bzhNXy16TFdFTzBvX0llWWhLVHNfQmc9PQ== | Z0FBQUFBQm9ORzgxYTF4VGs4dzZhRjlVeDFEbUNUbEUzRk5KdkstN2V6UU0wcC1kVi1UNkFHaENLUFZaYjR5RE13dVFNb09VVi1ub0hGWmVEYmhfWVhvVTgwa2NYRTVvN0xWVG80cXNQd2dHTjhnRG9qczlGblpvRHZZckdZeEgyOWtTNHc3dTlNczJlVWIxemZvYlhUMnV3VWRpTUZKQ1Bwdkl6T2k2N2w5cHFQNVBQQnZlajVGYU54c0hhWUcxMnhjaVJCSEJvc2NrXzN3SGt3SzFLZTlQNTd0MzllbmZidz09 |
True accuracy is very had to pin down from backtesting in my experience. For instance - does your model ‘know’ who payed in each game? I’ve found it’s been relatively straight forward to get a model that can beat the spread by a small margin if the model knows in advance who will play. But when you go to use that model in the real world, there is ambiguity. Injuries lists will say things like ‘probable’ ‘not likely’ ect before kick off, and who ends up playing can skew results quite a bit.
There’s also the issue of rules changing season to season - so it’s not apples to apples if the models been trained on data from X years, but there have been significant changes year to year.
For this reason, using cross validated sampling can also introduce data that may not have been available at the time. For instance - let’s say one year they change the ruling on when the clock stops. Initially, no one knows how this will effect the scores. No one has a good model that’s been trained on this type of data. But if you are using cross validation, you may be building a model on 90% of randomly selected data, and using it to forecast the remaining 10% of outcomes. This means some of your model is trained with the same data that would have been available at the time, but also - you are introducing ‘After the rule change’ samples into your model as well, which will result in better predictions than would be possible having never seen what the rule changes will do. Of course you also have the ‘bad’ older data in there to build the model on - but that’s the only data anyone else had available at the time to make forecasts, so it’s not apples to apples.
Then you might also think, ‘If I need to be winning ~52.5% to break even, would I even place a bet if the forecast was only showing 0.1 points difference from the spread’. This will substantially reduce your sample size, and make it hard to know especially in NFL, if you really have a statistically valid edge, or there’s a chance it’s just random outcomes on a sample of 150 games, and you hit 55%.
I’m just saying all this as a guy who spent quite a bit of time trying to beat the sportsbooks with statistical models. It’s nice playing the big market bets because you are much less likely to get banned for placing sharp bets, but it’s also a much harder market to beat. The real softballs are if you can build a good prop betting model. You can easily achieve much higher edges over the house with a very good custom model, and an overextended sportsbook putting out too many different types of bets without having the liquidity to adjust/refine the lines. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-18 | Z0FBQUFBQm9ORzh5d3VCaV9BVEpxRER0aU5BMXFTc2ZBdnNmYzFMV1I4am83MUpkTG53SU5VbF8xZkpianlGbkpRMnQ2ZDRKTFBSdGhMTTRiZGNsR2ZKSmdtLVJRUmJHSEE9PQ== | Z0FBQUFBQm9ORzgxUURobHhrSmZMOGd2Y2F6enU1eWo2QmJianlRTXJEQjc5RG1MWDdWUW1GOG8wR2V2cGFsc2swSFpKbWIyclVGX0I3ejdzWUZpMlZBdG54bmM3TUx5NWFaVXNVb3o0b3NRWE9aSUhWUEZxOERBbTdMWWhzcFRJc3JpTHp6LXUxN1l3ZUthM3FOUmtHSDFLc3Q4TF9wNmt2bTZqa2VkWGtadndyazc5NDRpaTJvYmlGeGpuQkRtenNJNXlZbDg1bUtmclp3SU9NS3czcVVEZzVUQUxEM05fZ0RTS2F4TXhWSFN5WXZuN2RlSFZFVT0= |
Given the current market sentiment it will take longer since ETH isn't moving yet and may require some kind of catalyst to actually move. Altcoin momentum is just not here for some reason.
I believe the reason is that people will take out leveraged collateral in BTC once BTC pumps. So if BTC reaches 150k to 200k the higher it reaches the more loan collateral there will be to push forth an altseason. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-18 | Z0FBQUFBQm9ORzh5RmFBdFdBU21Yc3BSMFlQcEF0Nks4OHktakFqMVJhWUVmUXNyeV80LW5oaXBXZXk4Qkg2Ulg0QTNnRGhFUldHMF9pbjBja2Nyak1ZYjQ0Nlg2SUpKUXc9PQ== | Z0FBQUFBQm9ORzgxMF9kU1h6OFpqaDhiaFY2LS1jN2paOUNEcm5oa041NFdYamVnZXl6ZFNHbldRWndWeFNGLTlGNzFCOG9RbUlVODVtLTBHWHE5U0dIU25CdXZOVXJoRGZ3VjJSYjhuUWxQTUdwcUtEVHU0WG16SDBxSloteENORFZSQ3l0X21Uam1tOHpOU3BQQWlvamNYaFR1ZVdfM2NKUW9lSnhZQ3QzQTB6YkdScDhHb2IzbHdoQldFNFVkWFpLeXVud2RqWUx3 |
Why not convert half or so into something better. I remember converting my ETC to SOL, a couple of years ago, when they were similarly priced. It ended up being a great move. SoL killed it. I do remember when it shot up to 137 in a matter of moments a couple of years ago but it never reached those hights again. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5eHFvQ3ZPbWFFcEpQVWJWR0h4dWliQ1YwV1dOczR3M0dlOHltX1BZcVdkR2ZxY3NZNEhpR043UnJDbU9MRFRXMlhXVE9HQlAyUDZwQjhqU0RGTUlfbVE9PQ== | Z0FBQUFBQm9ORzgxV0FRNUV0cHBWbk9ib3pDUDVzZUVDVVhMOHF0VGpJaTlrODFrZW9tQ1Z5RDFpaDMyRlRTcDB6dXNmNlBHU1ZpUXBkQnI4VHV6WVVzTzg1S0s0SkpzcG9aLW91OU5PU09WX0tYempydl9YVmI2M2JveUFuRGhRQTIzOHQ5dzgybkJhVmVIM0dvTHlXdXZUaV9uZmxTc3ZWZFVGRlBhaThrVjJ5ZkZDUkx6WjN4X1h5RmlkdHpJYi1xWGJpamtTdVhf |
Alt title: turn 20 tao to dust in seconds
The new subnets being registered on Bittensor have no emissions for AT LEAST 7 days. There is no liquidity, and unless you know what you're doing, you'll get wrecked.
(If you do know what you're doing, you still might.)
I've worked with 3 people this week 'my stake was stolen!'. Or 'is subnet XX a scam?'
No. You bought into an inactive subnet with 1 alpha of liquidity. For 20 tao, you bought .0003 alpha... At like a price of 8k. I don't even want to think of the slippage.
When the subnet turns on, liquidity starts to grow, and emission craters the price to 0.001. if you know, you know ..but if you don't, and you're holding - you are rekt.
They still have their alpha, it's just worth 10^6 less. They can't even unstake because they have less tao than the unstaking fee.
These subnets may be great, but you've got to know what you're getting into. Wait for the price & the liquidity pool to stabilize.
20 tao to dust in seconds. Be careful, and DYOR.
| r/bittensor_ | post | r/bittensor_ | 2025-04-19 | Z0FBQUFBQm9ORzh5UHZQY05WVzdNa2NvWFptVENJb1g2Z2M5VVl1SllGY004SHAzT0NCcDZudEM3eFNiUzNZX0xfQWplVzgzRFF6Ym9JZF90OGNrbXQxTS1Fd3BudWp3VEE9PQ== | Z0FBQUFBQm9ORzgxang0QWo2TjV1WFd5LVYxVVdWbWk1R3JyeUlQVmpOcmkyYVdhY0xudER6TTNWQjJGazN5YW5SLWlzeTJEWjRSUGpCZjRyY0F0YzVSQ2VDQ21VVFJYam9tMjBUVUFQYm1rYjkwVTRnTTRfTkJmODREbWZ1cC13RmI4NGdDMmF2TmRkeWp3UlROYXN1b0l0bXkwdzMwTEdaTkxraFJhazZHT0VoTVdmYjVmc3JjSWwxM1lTODE0SHltT0pLWXFweVU0 |
I had SOL at a very high price and it took me like 3 years to get cut at even, I just thought that Ethereum Classic could be a clever move since the 2021 bullrun was fucking awesome. I guess I am a long run who really believes there will be a nice bull run for all of us to get a nice return of our invesments. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5cmJERVZBVXJFU2k5Z3BSaVFrOFg0TkF1LXJfclA4dm9mVmRjbEZMbHcxYlR5YTktd1RPMDU2Nk54ZzgxVEdfUDRRSlpfcktCYk1VMThnV0FjNDdmN2VDMkhMempjSVFnS2ZFS3pVb2hNM2c9 | Z0FBQUFBQm9ORzgxM1VtZUIxQTFsbXZqeFdDel9LOXZ2MEhrbEJNLV9tTFliUzFkdmswS1RUVG1oV2hwRVBuZ0dhODNYRklQVWVKNVZKU0dxdnBudDRZWVhBeExNbmNQTXhiT0MtTXNnMWdGT2RRR3Q5N0F2cW8tNm9ma0pwODRjM01UR21VSURrTFFBQ3FGNkExc0xsWFZOTVpBbTlSYnlza0g5aEpRTjJpWnhtT3dTQ2FkNmhIN2hqWjJfa0hsbVFpTll2ZTFRcVkw |
I truly believe it will pass the 100 mark. I have seen and listened to many people who believe it will get past the 500 mark. In crypto anything is possible, but would you mind explaining that 500 usd prediction? I see the chart and i don't see it past 172 usd. Thanks | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5c1Z5WWtGdk5fM2djY3pvUjVWd0RiV3h2VjFjT19LX2hJZ3lzSzN0UFVTN290U2NqWi1nYnhUS0VMVmh3LXRvWGJabTl3VzMyT00zSmNhay03U3I5Q2RNSEJzd1U0YzI4UTR0NUcxSlIxUEU9 | Z0FBQUFBQm9ORzgxMUFLSHpOeHRwS3E5azVURmlnVDh1QV9tWWdQMHJQYl9yWE1wUm0zNjlfYXhWV2FmVjRpeURQaG5YS2Fad1hrb2VLOE5YWXlfWHdVWGw3TlhvYlpCa0pxcWY3NllyYWNTMnRFX1I0Vm9jbC1CenN1QTlkU2F3STdqV3hOT3dWaHBZdzRhYWQyZi1ZQTRPLTk3TUN6NDVBdGVqbnEzZTdvYVlvZ0RlYVpiQ1BwLWRvYzZ0aTJ6OWNkbUlfQVFuOGw0 |
I've written an in-depth analysis examining what might be a significant shift in football tactics: the emergence of "chaos-ball" as a viable alternative to the possession-heavy, controlled approach that has dominated European football for the past decade.
# What's in the analysis:
* A breakdown of the "chaos vs control" dichotomy in modern football
* How teams like Bournemouth under Iraola (and even Flick's Barcelona) represent this more aggressive counter-cultural trend
* Principal Component Analysis (PCA) of 20+ metrics across all top-5 league teams
* K-means clustering to group teams by tactical similarity
* Visual plotting of teams across two key dimensions: possession quality and aggressiveness
The analysis uses data from Fbref, Understat, and Markstats to identify clear patterns, including Getafe as the ultimate chaos merchants and Barcelona showing surprising aggression under Flick.
The findings suggest we might be witnessing the end of a tactical cycle, with even Guardiola's City struggling while more balanced approaches (like Slot's Liverpool) flourish. Is "chaos-ball" the future, or does control still have its place?
Let me know what you think about the methodology or if you have questions about the analysis! I'm particularly interested in hearing if anyone has thoughts on other metrics I should consider for future analyses.
**Link to full article:** [**Chaos vs Control**](https://databetweenthelines.substack.com/p/chaos-vs-control)
https://preview.redd.it/d4t42j9j6rve1.png?width=1456&format=png&auto=webp&s=94e99baea56766f2a75cad856eafd404c0e81928
| r/sportsanalytics | post | r/sportsanalytics | 2025-04-19 | Z0FBQUFBQm9ORzh5ZUQyemhQdzhWUmJyRHgycWh6aktNeGF2NzlLblhfWTBpQ0pwWGdwTHpJM21nSW1DQ3o1RXJPaXA1WVhQcFZrbmtpTDJJYjlRTDJsdmNhbjNjN09mMmc9PQ== | Z0FBQUFBQm9ORzgxTkphM0NJbURIeEIxbTFzQ05VS0doQzdQb19lSTAySk1oVmRUY09wdGkyNkNQU1MxRG80NFRHaVhpRGc5RVM4Z3lwWGpNTGxMUENhRXhBcHNMUmRnOEIxQUFYV05jeWFzN3pudlg3cVlkMEx3V0psYlRQM2NPM3c2MkxFcHVRMmpzZzI0VnNNaVRIQW5qZ1pfaFE0aEVCVUpyRVNTZlN0aVZSODdVS1FMN2VfMW1BbGNmTWR6TWhOcEVVZWZtU1FYNXgteDB4SGFBM2Y2THpzcGdHSEg5UT09 |
Check it out Polariscloud.ai
https://x.com/bigideaafrica/status/1913517465981628457 | r/bittensor_ | post | r/bittensor_ | 2025-04-19 | Z0FBQUFBQm9ORzh5WVBoOHdwaWNVMVNINEk4WFNVNVZVS2pxaXZjakM1UVh0aFlPbTBiYWZnTXdGREZfOXVTblpYUl9kSG5BalVRQVRYdU1nYkI1ZDhOTmsxcnBQUjFtUGc9PQ== | Z0FBQUFBQm9ORzgxclRPeTZhdmRWbU5CRXo2eHhSNHMtZjFseVpqaXpwUnZsSUFqTXNMZE81YTVDQW9TSjJHTnR2QXkzNmZhRUZTWTZaTUVQdWlfaHk5clc1V1gwWWFWR3hEQndHMlU2TW5yV3RIOXhKM3FPeHc1RTcyUUlxSWdoS2VISF9mSFRtSktqby1qOXBGa0hxenpZVFJHNTRHaEtYclN5RW54WHdremg0d28zNTFWUFU3WlZSVTlNSFdOR2k3ZE1VNkZ0TEZoYm9PQU9wUHExTkJCVFhZbWZoSmhjQT09 |
If eth hit 10k etc easy to hit 500 | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5aWF4dllfYVpiUkh1N3c3U2VVYld1Z1MxelBBdENra2ZxQ3Z0WnEySVMzbWlrOGJ6TFVzVzdlaG5zaVJ5MV9DOG95OUFYLVQ3ZHNnTGY1OTU0NmozLWc9PQ== | Z0FBQUFBQm9ORzgxSnN0cFhQNW9ycFIyS2NoakpHdUI0eXl4clBPTEJLdEpqZVFSZnczeklJeWZFVmlXcnVOTjhCNHYydFdLSFBWeU82XzRRbV9ER1dpRHM3ZDhvZnJjVHNtXzNac25qc0haQlJLWGZmQ3JGaExNb2drdWc4M0FFVnpnVmU5Wm5TWEJvenlIWS1SQjFOc1dsaFJicGVYU0taQnJJSGFoelN6enRCU2FtcWtTUjZCZ0h4T2FJRm5nV1VhYnEtWUp4bER4 |
So we know Eth will hit 10k some how | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5TkRlZ1N0dmJxQ18wNzZDREZPVUI4MkR2Wkt4SnhYMXlHZzFFOGFIYmQ5WGZqZ0gyTlY2UjRyRWZ4TFU3YjdabWVIU1BTeGFpUWZDZF9RVDZuREsxTnc9PQ== | Z0FBQUFBQm9ORzgxNlYtMlNUYndCVlRsTkFRazdieXJjTzVCd21xeV9sYkxoMHVXWlZQQ1lPcXIxVE5SMURqMjZma25pRGVDQVVTbmRfS05GM3YxX08zUDJURkdyWW83V3l5NDc1cjY2NEZicHJZVk50UC0tVHRfRDdTX2NOVHYtRHY1NW41MXZLckNCVkdjQkt0RFRSd3V0ME1tc2pIWHNKM2twSmlpZzM1SUVRMXg2MDc4WmxreUlabGZncGI5ZlgxaWJ6WmdRcTNk |
If Ethereum (ETH) were to reach $5,000, the price of Ethereum Classic (ETC) would likely be lower. ETC's price is often influenced by the performance of ETH, but it generally trades at a lower price point. Some analysts predict ETH could reach $5,000 by the end of 2025. If ETH reaches $5,000, ETC could potentially reach around $350 to $400. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5TVpLdlJpZGhPY0NVdUQyVjM5Zm5aVXdIUE9Lcldqc2JQdmJiVms3X0tITTVFbXJBY25QbTNBYlg2R3ZFR1VvZkR4dzNKUm5JXzdsUlk3QndBbWtZV2c9PQ== | Z0FBQUFBQm9ORzgxVklDYll3dnYzUXB5QUZwMWUwSzRCU0JXNElESDFCRzFqT1pUS202SFdISWFzcWo2MWJoOWE3WnJmbE83b0xTWXhpZV9EYUFYemJncXpHREZ4dHFhOGRjRy1SNnJKdkhmVXpRejV4encweU1acGF2VXhmWWg3eXhmY3JHZUpiUzlzNzJlOXRuQUlCcDZoeUp6enl1RjJQTWJ2N0hQb2FyN3A2dWdHNlBlTkREa19rMDdVa2RqRjlkeHE4U1dhVHdh |
If Ethereum (ETH) were to reach $5,000, the price of Ethereum Classic (ETC) would likely be lower. ETC's price is often influenced by the performance of ETH, but it generally trades at a lower price point. Some analysts predict ETH could reach $5,000 by the end of 2025. If ETH reaches $5,000, ETC could potentially reach around $350 to $400. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5WXZpaGlieGk2TVRKTm0tN2ZGY0Q0aHByNU9HOXJmaUxEOHJJWE12cFltQThMNF9lLWd1VjJ6Qld2VTJXQUpfTTVMTGllRlhvdmNoaTA5ZU9NSGJadnc9PQ== | Z0FBQUFBQm9ORzgxNWZKRWhyTnBnNXlaX3lWSWlxdk5ZSk4xNVJ6N1J3SkxvOWJGcHpGM0ZGT19TSHVNeW5vMWxsYk52bkd1VUZCWnJJMk1RTThSMVlKQUFWdXBTU29xbnI0cHA3OUNoLWN3cjUwMzM5Zl9IbW1RT3R5X0xaNzlGT3I2LXZ3U0lIWkk4TUVGUC1pZXp1cGVPaXp3TFRVYWdhbWF4WTNZY2g0X2Z2NWptc3lISlVPVkZSZVJhakpIZVVVNTJvaUVCOGpW |
It’s 2 clicks and you have your referral link + QR code and you can start earning! No KYC, no banks, just BCH!
Have you asked your family and friends if they want to play yet?
Get tickets for tomorrows draw as well as get your referral link here: https://bitcoincashgloballotto.com | r/bitcoincash | post | r/Bitcoincash | 2025-04-19 | Z0FBQUFBQm9ORzh5blE3ZXNMWUdhYm1ZT01xU2QzVS1HM01XLTRoR0FqRy0yNnFFYjlZRTNvSlRoMzNIQ2FhRUQ4aG8zdlF1NXJnREVXQnJ6UEVKNnlKc0VPQV96VjBkcVE9PQ== | Z0FBQUFBQm9ORzgxRlBhdVRCVHN5VDMtY0ZXeWNMc0hHUlJDM052RlN3b3gxTkhrem42Z1p4cE9YWnNLNUV4UVgxU1F0V0cteF9vWDBzQmZTaTh6VldqNG4wUDF3NU84ZzFRTWtSVl9oMkp4RHA2NXlaRzBOSG40ZUlBc1hKMmg2dGNhYXpEVFlwTTdNRnFZOF8yU1A1NzZWMG05TGloT0RKZzlqMnhMWHV4NkFHUV9nYVFlX0QyRFdDZWlYcVBwYVV6ZTRYdXFTU0M4emRzRXpqakNLczlnMzJNR1lmZ2hkZz09 |
I would be careful here...You're prolly off buying $HYPE. | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5bFJmRVpiOUM3MXVyaldvbWU2a1B2YTE5UllYelZOc0w0Y201QlFybDFsYUxadzBFWUZZX3l4X3M5bktFamZWRUVPTGhpTEo0SjhXalJaX0V6T0xvSWc9PQ== | Z0FBQUFBQm9ORzgxQ1hDbFV0MldXUDdtNElGaTlHM0ZBQmNZWVNXX3ljemRwQlhBM0VjYUhvSXVCVzhua0s1LXBuWGVIcDRjczUtRjBfTFlGTHRkUHNjWk9RSGJtcE9QcHRiclJHODYwOTBGSTJtUE1sb0p1VndyLS1BeHVvRUNMX0RmRzFuV0xNM0pnbFZERVlCaWNmYnpjWVBYSllCcF8waTQwYmc5LW1IMjZpTGF1ZHB1WWgtQklPOHNHRkhSZlZzQjNDeVNaTU1s |
# An Apology to the MoneroTalk
*From Jackie & the OPENENET Team*
To Douglas, the MoneroTalk team, and every member of the Monero community who joined our live stream: **we’re sorry for the rough start**.
# What went wrong: Our honest take
Terrible internet connectivity (imagine our router as a black hole sucking up all signals!) and a 12-hour time zone scramble turned our presentation into a frustrating mess of lag, mistranslations, and unready answers. This wasn’t the exciting “Monero in space” demo we dreamed of—and it’s 100% on us for not testing our setup or anticipating communication hurdles.
# We’re not scammers—just volunteers taking our first steps
We get why some called us out:
* **No team profiles?** We’re still recruiting! My “Stanford friends” comment was a mistranslation; we’re actively connecting with aerospace engineers *from* Stanford (and other top institutions), not claiming affiliation.
* **Empty Gitea repo?** It’s brand new! We’ll upload the first draft of our 《Satellite Hardware Design Outline v0.1》 **before 2025-5-1** , including: ✅Basic 3U CubeSat architecture diagrams ✅List of candidate radiation-hardened chips ✅Team recruitment timeline (core members certified by Q2 2025)
* **Stumbling on tech questions?** I’m 12—while I code, terms like “laser inter-satellite links” still trip me up! But our team includes advisors with real aerospace experience (more on them soon).
The truth: We’re a **volunteer-driven project**—kids, blockchain devs, and space geeks who believe Monero needs a “sky layer” for censorship resistance. No company, no investors—just open-source passion, even if our first drafts are messy.
# Our plan to earn your trust—step by step
1. **Immediate transparency push**
* Before **2025-5-1**, Gitea will have: ▶️Sketch of our satellite’s radiation-hardened motherboard ▶️Spreadsheet of 5 candidate chips (with performance metrics) ▶️Public list of team advisors (starting with 2 aerospace engineers, LinkedIn verified)
* Weekly updates on the [CCS proposal page](https://repo.getmonero.org/monero-project/ccs-proposals/-/merge_requests/577), including: *“Week 1 Progress: Fixed Gitea repo permissions—now anyone can view design drafts!”*
1. **Revamped CCS milestone for Phase 1 (7,000 XMR)**
* **Team first, then hardware**： 🔹30% of funds: Recruit at least 5 core members (by end of Q2) with proven experience (aerospace: SpaceX/Tesla; blockchain: Monero code contributors). 🔹70% of funds: Develop hardware blueprints, with BOM lists audited by community engineers (e.g., [u/HardenedSteel](/HardenedSteel) from MoneroTalk).
* No funds released until: ✔️Team profiles are publicly verified ✔️First radiation-hardened component prototype is bench-tested
1. **Ready for Round 2—when our team is ready** We’ll only return to MoneroTalk **after assembling our core team (Q2 2025)** with:
* Live demos of our satellite node software running on a radiation test rig
* Signed MOUs with 2 aerospace partners (for hardware testing)
* A clear roadmap for how *you* can contribute (even if it’s just reviewing our code!)
# A special thanks to Douglas & MoneroTalk
Douglas, your tough questions about team credibility and fund usage were exactly what we needed. They reminded us that **trust is built through daily actions, not just big ideas**. Next time we’re on stage, we’ll have:
* A stable internet connection (promise—we’re testing with a backup fiber line!)
* A slideshow of actual hardware designs, not just concepts
* A Q&A where every answer is backed by open-source proof (links ready to paste!)
# To the skeptics: We get it, and we’re listening
If “Monero satellites” sound like sci-fi, we get it—we thought so too at first. But remember: Monero itself started as a radical idea 11 years ago. We’re here to build its “physical-layer firewall,” one step at a time:
* Phase 1: Prove we can design a radiation-resistant node (7,000 XMR)
* Phase 2: Test it in a thermal vacuum chamber (8,000 XMR)
* Phase 3: File for ITU spectrum licenses (10,000 XMR)
We won’t vanish, dodge questions, or waste community funds. Join us on [Gitea](https://git.openenet.cn/MoneroSpace)—tomorrow, you’ll see our first code commit, even if it’s just `print("Hello Space!")`.
# Final promise
This was our first public talk, but not our last. When we return, it’ll be as a **verified team with tangible progress**, ready to answer every question with openness. Until then, we’ll be the loudest listeners in the Monero community—because we know: *we don’t deserve your support until we earn it*.
Thank you for giving us a chance to try again. We won’t let you down.
— Jackie (12, still learning, but committed to doing better) & the OPENENET Team
[OPENENET-MS01-MoneroSpace-Decentralized-Satellite-Network (!577) · 合并请求 · monero-project / CCS Proposals · GitLab](https://repo.getmonero.org/monero-project/ccs-proposals/-/merge_requests/577) | r/monero | post | r/Monero | 2025-04-19 | Z0FBQUFBQm9ORzh5amtZeTJLMXBVYlhFbGFvekxud29DNHNoamVPblhaOXo4cllOS0kxeTE2U2QtX1lELUFuX2dJRC1YYlQtb0c3cHZTcW9CUmxMX1QxNlcxMFdiaHh1UlE9PQ== | Z0FBQUFBQm9ORzgxb1RBZFNWSzR3SnRETjdIbXVfUnpXXzc4aTBYZUV5OTJjWS1UU2Z6aFJiZnJHSW5wU2lfakg1MlVEb2JYYkJhT2FLZEd4Vzh2Y2RzNEZXUDN4OWRKWlYxTmRiTG1uUVRaY0x2V1puazhSTGRSOHg0Q2NxU0tfLUVhZko0Tl9STWVDeF9rY29oODdfa2hzOVFsLWxMTWhRZHFRLVFyOTdCR3V0ZWxHQm1fUTRrPQ== |
Hi - new to bittensor, and hungry to learn. Rather than asking a ton of questions here I tried joining the Discord via the provided link to read more, but Discord says the link is “invalid or expired”? TIA | r/bittensor_ | post | r/bittensor_ | 2025-04-19 | Z0FBQUFBQm9ORzh5cE9EQjF5OVJvLUhmaDJYZklKWW5TODZmcDdiWUp4ajhYVW9JZmdJOFR4dzdlSVlYVVVESjJEd1hweHl3dmtwNkIwZkJxMUtwZm1ac0p3cS1xS3Bkb2c9PQ== | Z0FBQUFBQm9ORzgxX241QmFIaTk4WEVXTWpReExLbHlCQ1FTWjJLVGg3SmZ2alBUbks1NU96azlzRHRNM1hueE92bnA4cjdXSlJwdnZWZjZKVHlhX3NGTXhCcDJuSmhfMW5jYnhUYkprb0xaalBuZG8waW5RYlhUVDJWeFZSYk93U2tMdHpqdnJ0RXpoWDdnaWFGeThQYTVlRVc0bG1teXR6N1k1U0tlS0tYTXJVNHZ2Z1c3Q2NrPQ== |
The conditions that spurred the creation of Bitcoin still exist today. In fact, they have become even worse and the people in charge have become more emboldened to exacerbate those conditions to the benefit of the powers that be because what is one to do when you have bills to pay and mouths to feed.
Bitcoin was designed to be a peer-to-peer electronic cash system but at every step of the way was hamstrung by the likes of Adam Back and his Blockstream cronies so that they could sell the public a solution to a problem that they created - scalability at the expense of decentralization. Centralized systems like the Lightning Network that kowtow to the very systems Bitcoin was designed to challenge, subvert, and ultimately replace.
[Zero-conf](https://bitcoinmagazine.com/glossary/zero-conf) was shot down. [OP_RETURN](https://blog.bitmex.com/dapps-or-only-bitcoin-transactions-the-2014-debate/) was shot down. Bitcoin is run and controlled by capitalist pigs who don't believe in the value or dream of financial sovereignty, but believe only in what they can extract the most control, influence, and wealth out of.
Bitcoin has been integrated so deeply into the existing financial system - the system that was so obviously and blatantly broken that it inspired the creation of Bitcoin itself - that it might as well be seen as an extension of it.
Bitcoin could have been the technological revolution that would have freed us from the absurdity of modern finance, bringing us a truly decentralized system of value free from intermediaries, but instead, it has been bastardized and malformed to fit into this system to make rich people that are obsessed with getting richer, even richer.
Chances are if the government and financial institutions - the same entities that have again and again shown that they work for the haves and not the have nots - are promoting a product, its a shitty product. A product that is designed primarily to further fuel the wealth inequality and division that has forced the common man onto an inescapable conveyor belt that continuously drains your agency and slowly forces you into a life of servitude and debt.
Humans are inherently good, but the power structures we have created for ourselves will always tend towards shitty people enacting shitty legislation that will make shitty people more disgustingly rich while the common man is forced to accept it without any recourse. This rampant form of capitalism is poison to the human condition, and will slowly but surely erode every freedom and modicum of privacy from our lives.
Monero is the antidote. | r/monero | post | r/Monero | 2025-04-19 | Z0FBQUFBQm9ORzh5bllkSWkzbnVmaG5RdjBiSjEwekZaWkl4ZGRSSGluT2dxTjhGdFR3eEFlZV9UOEU5ZXJHX1RGNFZRaHd4bWZQU04xM1dPMF9mbUdINWtMdlVPMWdfUFE9PQ== | Z0FBQUFBQm9ORzgxa2k1dnhyR19tRkVNUXl3RW94QUJPSDdXZVpnblJZVUoyaGVtbjhiLU5oUk9XTDVTSk1UWmNOakpRWUxOQ0pRUWFWM3o2SGJMSkNPMVYyRlpoWVBTMzhmdmRXVU44V1hzU3ZDc3Q3TW1UWGFJSjRsQVdjMjF0V0NOSXUybG5lYXluVVV0T3kwRXN3ZnFTT21aS29FajhUSWxiVXBBQ19EVWcweHphdkxjMWVnPQ== |
yes | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-19 | Z0FBQUFBQm9ORzh5RlBqQ3VOaEZjVk5odm9naHJJd3ZEb1VmTTBTUGVGNFBxSzZ0aS1EcXJxX3lwZ2t3c29BV3RGeTNuaHdhakZuWDdiaGRCaXFwOUl1blBacmtaRHdjYnc9PQ== | Z0FBQUFBQm9ORzgxMExmeElwMjBmRElvQ1huUlU4NlJYMjhKOWE2dDNOSWpPYUxOM1dQeS1WN3hwZk5laVdTM0ZtWTdoOFktVG5kbGxTSWtHOHBwdjdZWV9xdlZiU3VxWk92aWJ5ZFVPTnpBSzl0X3pfY3VnZnFmR2U1R1FFNUJxM196RmpNZ20xd0dQVS00NmpsTHROMXF5cWpPdVhnYUJieG9Wdjg4NGlDVjlBb0JLdXNCYUJVV0g2OW5jWV9Yd1ZrM0VTSmxCLVhqVkZHSlg4eFpXa2tlelJmUHBYbVhaMnlEdjluMzZvMm9wbUpvdWxjVFpZRT0= |
I staked 1 Tao in subnet Vidiao, Valdator Roundtable21.
My balance immediatley went to 0.86 tao. That was 5 days ago. Now my balance is 0.00 Tao.
Anyone know what happend? I obv. did not do my research... Guess that Tao is gone now, but can anyone explain? Would be much grateful 🥰 | r/bittensor_ | post | r/bittensor_ | 2025-04-19 | Z0FBQUFBQm9ORzh5cERpbnIxN0FneHY5U3lna1JEVENfV0lSSVJiMTlOVHdhdUVhZDV1YVNNVTY0ZGYtMXB5LTJlNWdndHVXTkl4OFh0RTluWExFU3M3TU5uYVAzb0NReFZyeUI2U0d0ZXp6R2F1al94TXFzbFU9 | Z0FBQUFBQm9ORzgxUTRqVy0wbElNTlhxYnl5TmZNSENoajFMeVdHV21qaGNMeFNtRkp5bDItaUlENzdsYmJHSWpOYUZUQnpPdXVFaUVKVE5oMExBaVNON0JKTWlDSFZNeXltc3B5MEtneDVIWkM4aWNIMXluWG1jRF9SNzlFUGJoVG9tUm12VTh3akFtRDVKRGNVa1VFcU8zT2hKY3lGWThZVXh1eUxUSWhMWmZFajNIN244NVh3PQ== |
These are some valid points about backtesting. I use a rolling window for cross validation. Each test fold, or year, is trained on data from 10 years up to that year. For example, the first model is trained on 2000-2009 and test on 2010. Then we increment the year up to the present.
You are right about changing rules and playing styles. Performance suffers when the model is trained on much more than 10 years. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-19 | Z0FBQUFBQm9ORzh5RFY3alZQWUpXQmhCaEJDUjFUTWJlZUd6Wi1zcEdTVjNLU1kwMVFLZmZoWUhQc3RuVW81ekp4Q0MxdnVOV1dWX3VveHdGM1RUX1o3aVhMSUlFMUZpcE14WVVaYjJLLWVzdG5pdHRVTGx5RU09 | Z0FBQUFBQm9ORzgxNDdoU2JocmZYVERhTTM3NlFGN0E1ZTRaTUtlZlNHdmNnVVlScmZ6Q0h4S1ZPUjNBbnVnOWxITk9Kakt2aXhJRlVUdjd0aHI5a1dRMWR0R2IwNGRUR2Y5T1lGdXZTT2RzUmY1OTlxbFlvYkNtLVdjZzNCTmtUQUZndzFwXzVmZm1GcGlFOWlqMDNoa2dva3RlU2xPdzFMQTZKcmdRb1V4MWZPc2l3c0xxZzlNYkFreXQ0MFFnakwtMTJNS29JU2tKZk9DRVZ0Y3BuZ1k0WmlWa2kwMmkwa0p6YlVPTzhWM2pyVGVTay1QNkFVRT0= |
read these two resources about how I reproduced sports analytics research work without writing any code
[https://plotsalot.slashml.com/blogs/basketball-sports-analytics](https://plotsalot.slashml.com/blogs/basketball-sports-analytics)
[https://plotsalot.slashml.com/blogs/sports-analytics#step-1-player-performance-analysis](https://plotsalot.slashml.com/blogs/sports-analytics#step-1-player-performance-analysis) | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-19 | Z0FBQUFBQm9ORzh5dmdiX0ZQZWJBRU54Q0F4RjJMQTE3Q094R1djc0lKaTJ4dnRfODdJcEFxdV96THk3cjAwM3V2OGp1ak1faFhJTUNqSDJPOHBzTGNjSWtSODBoaXZzTjZnQnlQTEUtOUI1bHJyUEQ0dktvSmM9 | Z0FBQUFBQm9ORzgxbDNuRUFtUDhtNXdMeW5sV1BpTTUyMkRvd0YtQnpfWXZtQlhpRno4UFFHd2dYak51R0kzLTQ2d25PZUwyOWNIb0pZckNNTDJrd1dMUS1YdFplNFo1UjFUSGxFNkttQno2UXNIOGpsRDJ2c2hsNk9kUmNoNzVTZU1pelZmQ1BUYk9xdVFhS1U1ejVxcHdJNFZucXBqa1FvRmZrZzZkMi1nMHd3QnBKdDdsY1F2cGtaTjAtNy14dkV5d1drVjVUXzh1R3hYNzVEdm9Kb0xkOWxBRHNEQ29XNm5nM2NpTjVDNnRSQnBwcFNlVTNBMD0= |
That’s a smart way of doing the CV. You could probably squeeze even more backrest performance out of the model by annotating the datasets with rule changes, and then factoring that into the cross validation sets. So if a rule changes in say, 2010, you know in 2012 to just look at the last two years instead of last 10.
If it’s purely a team level model, with no knowledge of who is playing on either team, you might find the first few games of the year aren’t worth including in accuracy metrics. Significant team changes could leave the model in the dark, and it’s just coin flips muddying the waters as to the models true performance, whereas later games you have more confidence in how a team is performing.
I never got my models over 55%, I feel like it’s super hard to breach the 54-55% mark, so if you can limit the games you’d theoretically bet on to games you feel the model is at its best, you can move the needle in a meaningful way in terms of win% | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-19 | Z0FBQUFBQm9ORzh5dGprRFVhTnR3RlY3QkdhR0NMQW04S0VJaDc3T3VTR000S1pJcVlpQ0FJM3BKbno3MlFxanU0ZnlUYi1kY2NMcmdWUGxPV1NzTzdYSmpLWTVZN0RDSnc9PQ== | Z0FBQUFBQm9ORzgxY2htbkNWY2JFdkphY0xrYWZBaTdYWlR4enphQWdPMk5FYU5QX0dXamt6Q0NueFdyRW4yNnc0dWF6c2JMbENEVjhuU2Q3bDZzYV9Ldzh5dmJndW9lc0RoQXFMN0JuWFViS3lRRW5LZHRNd2RZZE1fcHliSTUwazE3eVlsWm1zZEF0a1Zfa3VFdU1rT1V6V3lZTXlOZ0FQOGhveGVrYmtrM0RPYzljcnRqT29pTjVRQkZYVzF2RHp2QTJYSEkzVDNuWFUzdVI1c3VVNXNxMkw2OEt4TVBsZ0U5ZFo5QlVlWlRLSzIzblg2a09xST0= |
great webpage | r/bittensor_ | post | r/bittensor_ | 2025-04-20 | Z0FBQUFBQm9ORzh5Sjktb0huSXpuRlN3MUpBWGMtSkJQbjlMUV9GUlBnNUhrTkVKNnRKNjNIX3JZeWpONXdnem9sVWl6Rkx1aVlWeU12WTdRaGh6TmN4R2tXMF9CbzVabHc9PQ== | Z0FBQUFBQm9ORzgxb3ROb3Y4aVJzSk1PckRmRkFMR1M5dGo3SlpqVW1LR09WS212Vzg0LXB1NHl1NTFBMGhRcjFhUEVDZHNMZHhnaENMVE1OOFF1b3JiZGpjWk5iU1pjMkJzRUZta0ZFMm9EdG54bVUtRkRnNGk5WW8xam1EZ0JWQmFKTmxncm9odU9rcU5zaTNVLW9UdVJaNWFYTFNmdjIxNXRScFdBNE0yWjM1UV9qYmludkpZPQ== |
https://x.com/barrysilbert/status/1913603895181328649?s=46 | r/bittensor_ | post | r/bittensor_ | 2025-04-20 | Z0FBQUFBQm9ORzh5Smo1aE4wLUJ3MTFHQ0JPZnRTUGctTURMbTZpZ1czX2NJUTBoN0tpS19tYklKRTNORlZyUlljQmhjQXRrZnJYLVlHdjJzS2FTMDF4ZW9zZmxQVHhvNkE9PQ== | Z0FBQUFBQm9ORzgxQW1rS0IyQTVzWjFfVmZiZmQ5eHFaTUJQZHBuRzFaVzVmZWlWS0VfdWkza1hWektTNGl3MXRkbUliZTM3azZSem9yV3lmQU9pZi1PNXI2dUlHWnp4UlFLbWVFOTdwRzljMFRTTHZRNEotMkhlQ2ZOOXFlLU1RUXRsRExpUUJGMTRJaVpsVUJkSnZUM2p4c3RUWDNrSkhZQ2lBU2pJZ25oZGw4OHBBVWY0RjBkS3IxdXIwZVRyd05qMFpiUlJwcUdIeTdNTzFsME9SNVpZMy1IR2FFcHQ3UT09 |
⸻
Started staking 100% of my TAO into dTAO around the second week of the dtao launch.
I never sold, but for a while my TAO stack was down by 50%. I was in PTN, Celium, Masa, Dippy, Chutes, Bitsec, and Nova—but eventually consolidated everything into Chutes. I reinvested heavily, swapping all other tokens into Chutes, and ended up gaining back all my TAO, plus more.
Chutes’ role in Bittensor is to provide a decentralized platform for inference, allowing users to access models like DeepSeek-V3 without the need for personal high-end hardware. This makes AI more accessible and scalable, supporting tasks like text-to-video generation and API-driven queries.
That said, Chutes has seen significant weekend dips over the past few weeks—usually recovering within 12 hours.
| r/bittensor_ | post | r/bittensor_ | 2025-04-20 | Z0FBQUFBQm9ORzh5cmlZNTVUeW9pdnJKcUhTa2ZpVGNNWHI5OTd2cmtNUVd0VkFOeWtYRkV3RDNtY0kydEd4RmNPZ3NSSVlBdnpROGRWSDNFcWZEMFh5UDR1c2pUbzNZa1E9PQ== | Z0FBQUFBQm9ORzgxYVdKbHB3STVUWXJvUDdaczh5UnVYR1ZOSV9LXy1iNkU2VzZubE01OFVnT01BczFubUg3UkdFdTZNNFFzaXowLWUtZjBXSkNHQXl4RlI3OUNBeGlTSktwLS1Ka0xYdzJPZW1qNmd5by01STMxYzZBNkdNd2dHc1hKblVqLWMyWWVxVE85VV9VYXNyOFUzelcyMG9XWUVaWlNzaUh5T2VhOG5YNndGTFI4WUtZPQ== |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.