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im an economics and math major, ive taken and am currently taking several classes in excel, do you think this would be good enough to get my resume on the table or should i look to teach myself a coding language in my spare time. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5X3VVekI4a0IySDFEaU9GTGlCRlh5dnJiZVNHeFFlLWw1TVdWSDZJSURPaG1BQTI3NVRLRXBmSjBNQW5kclJVa2paM3FkOWtEdnJiYkZjbE9xamg4VHc9PQ== | Z0FBQUFBQm9ORzgxcnc3YW4tVnlrZ254Zm91a2xSWGxsSnRnX1NVZEo1Z2dUc0x0SkRNbmdhcDhBcTBuWkpyZnNFeWlkS1J6TmNFNWhBRDNXbjh2b01QZHN1Ymt3U3ZKbHpNY1pCZGhJbDZ2ejkxUURMZFpmaVNqNzRQc3JUUkxRT290TVJqZ3dfRmJIM2Z1WGpoS0xaZXpEV3ZxbE82Qm56U1drNjA1eDlPVEhLY0NSYjN1ZWIyaGhiMjJENENPOHhXZTVUSmhXbzlucldLWEpzdWIzVXJBZGNCVkxMUE9CenBsSGpfME42TERoWnNpNWdVX3VZND0= |
Running a long/short book. Calculated beta of short asset as *covariance / var* relative to other asset. However, I recently tested a hard-coded beta value of how I intuitively know the relationship to be and the historical performance is *substantially* better with this hard-coded value.
There are other assets in the book that are sized based on this standard cov/var beta, but now I'm thinking, why not just optimize for the optimal value of beta (according to Sharpe)? It's a bad idea to brute-optimize almost 10/10 times for obvious reasons, but why not though? | r/quant | post | r/quant | 2025-04-24 | Z0FBQUFBQm9ORzh5M2NjSTVnYUVIdHJ3cHgxSGpNd25xLWdRUWhhUGwyMHZVQXRuamlYaVN1LWVaNlAwcU5VSmhscGZ1NWcxNGVIb2VKaFZFLUNPSWdxNWd2UUx6MzZwMU0tYkItNDU1OGRIMUlxTDc0eDlTLTA9 | Z0FBQUFBQm9ORzgxaEdlek9fc2hxSXBMN1F4cm85UzVaWTdaN1pSTzVQVzkxS0ZUbHVuMG1tdjZYb21qV3ItRlh4bzYzN0tfNXB5UU45TUx5LTF2OV9IaHpWZlBEZ2xTaDFMa3NIc1FsZWctYXBia0plNTZsd0JMWExMd3lxdGxZeGQ1M2Q3cVVSak9zRFRBaUFpS0c1YlFfMDFiWk0yUm9aYW1kWlRLSDJGQjYxX2NKYVBhNkt5TjFjRngtTGkxWXlzRFBwMVhjRHN1 |
https://x.com/igorsyl/status/1915145534538736077?s=46 | r/bittensor_ | post | r/bittensor_ | 2025-04-24 | Z0FBQUFBQm9ORzh5d2RpbWtDMVoydEZaQzl5Q0xiWkYtdlJ3QTZ0T1owbGtlOW82eTVtbUI1eXZjeXlHTW1TczZDR1Q1Z1lMUVlTUHJQd1VpX0N5aWlsRnV0WWE2LW0tSUE9PQ== | Z0FBQUFBQm9ORzgxS1czZXp0NGVmSVZlWmQyOWhDcGlHZ3N0TGlqcXVQNDdqalJqdDkzamhURzBTWWtxa3ZLNWwxenRQZVVBb0tQUFVTYV9PcnVCNkkyZ2VaY3lOWl9sTS1uOE9EMUs0cDc3RHotNFZIQW9YSzhJZHV4aWl4SUxRLWU3S2NOeEZPUWpqdF9EajFrZXdJNDdPQ0xJLVlSbXRGZkw3REg5U3VhRUlPMU5UMzFuZTY0RzE5dGtWdDdDQXUtcmhZQlppSWhi |
In honor of the upcoming NFL draft, I took a look at making my own draft chart. Notably, I use ordinal regression to model the distribution of potential 2nd contract salary cap value on every pick. Feel free to take a look!
https://preview.redd.it/7xijnf7e3pwe1.jpg?width=800&format=pjpg&auto=webp&s=bcaf8527fff100c38fae788a2b95272277070534
[https://open.substack.com/pub/kellycriterion/p/the-steven-kelly-draft-value-chart?r=3rwenq&utm\_campaign=post&utm\_medium=web&showWelcomeOnShare=true](https://open.substack.com/pub/kellycriterion/p/the-steven-kelly-draft-value-chart?r=3rwenq&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true) | r/sportsanalytics | post | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5bm1TcV9kVGx6VDJMRWN5X05UODZJSUp0ZHZOWS1KQ2U2NTBwbDFXeW4xb2V1clFTVm1hWUVydEhMdUt4WklQeHl3WF9saTBlZ3VIQXJlU0dFSkNyb1E9PQ== | Z0FBQUFBQm9ORzgxa3k1X204SEhkMUlLLWZkbzcwT3ZIMGxvOW4yd0VUQ3hNblJDOFBNTU1ZbEJ1NXR0N0tGdkxZR21lU0NKbEk5NHhta1Jsc3BHcHFQRHJPbzV6NmNWSkExMTBkNGxXRzQ1dUE3U2F1MjktZnA1V1hRdGJKMmtOZGo3ZWZRNWl1a0puWUtEakVWMWZHTkRkbnB2bDRNZTFrWUZJR090ekVlM0xjWkc0RXNaLXdydGFvUTVPUklYdmxzeGFEbFZfMGNB |
Nice work! | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5QjNpaV9PTmZsRVF1amV5Y09XVDJlNWJaeVd4amhhc2FBNU8yeFhjN3h0aUU0Rk12bmN5V3FVaEdJOVMyR3czV0E2elpfeldPZDNPWTBRVjI0aEc0eHMyTUdWUktxallCME0yd21lV0taYTg9 | Z0FBQUFBQm9ORzgxcGhPNXZXNklWa0RjTGJnYlBlczdOdVlsOGdLc1NnaFltZ0NGdlBVZDdRM2hud2ZRLVA2M1hNSlM4amVwaWFUNy1yMXpURGJIQzljT0xmdGJyUHl6b1BkYVh2NEZ6djUwNmpYMHVCQ01FMEg2X2lnSmZmUUdqVGZMNTk4MzRGWURmdXg4MnAwOHRaN2RRNTlZT2QzczNGdS1lQU1Dd1JpVzdKaUJIOFFrT0hPdGp3bGdmcXFZWTdoZHBjN1laTm04 |
Thanks! | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5SWhFYXg5Sm4yOTdWWS1nZmFsUWNhSVJmak9BWDlKSDgtYzNid2pBTUJjcTJJekZIelRLREFLbHBTeFpLY2tEaERrVWtqcm9jNUIwNWZtMTVkZXVuZnc9PQ== | Z0FBQUFBQm9ORzgxdDN5QXdVLVl4Q1Jlc2RMME9mY3hkUVFOV3RpQ0paWC0wbGZjeV9iZFlyZG1WanNLX253Z3BuRWNZUzRzcDdDV2VzUWVCNXRXMWhjRm1XSmdROURoMUYtVnZyWG4xVFlaUEE1TXhnS2RDNDhSQnZyZGlLaHlVRDFLZ2Q2azF2Y1gzQ1VLaEpvTUU0bm5iUWw1anQwT3FBaHNqb1ljWmpuZlJVTXh1RmdoM0tMUTR0MjZsR2pILTR4dzdXVFU2Y1V0 |
A while ago I started building a boxing information site, the goal was to create a boxing calendar with fighter comparisons. I very quickly realized that, unlike many other major sports, finding easy to use data to build this thing was impossible, the only option that seemed to exist was every week checking Boxrec and copying and pasting the info.
So I shifted my focus and started building a Boxing Data API that other developers can use to easily integrate reliable boxing data into their sites/apps/projects. You can check it out here:
[https://boxing-data.com/](https://boxing-data.com/)
So far the following data is available:
* Upcoming fights schedule, with date, location, fighters
* Historic fight info including results, score cards, compubox punch stats (when available)
* Fighter details
All of this information is being updated regularly to stay up to date.
I would be grateful for any feedback or if you have any questions or ideas, feel free to share!
Thanks! | r/sportsanalytics | post | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5anRvb2FmT1lyVjZScjdmS1hndjdXeEYzZkM1QkhtVl9pQkR5X29aQXJ6ZlBUSE5UYndQdThELXYzVnNlb05YNFZ4NXRuMk1tdU9ZTzB3Y1BZeV9oSEE9PQ== | Z0FBQUFBQm9ORzgxeWtXRzJRS0FPb01jemlzTlVheUVXVjktUV9NSV9vODNwamZmbUdhM0JLdEtPWlRDOEVET0VJTUJmRjgyN3RuMWNCRWZGRTk4ME1mbEJlcWswQXV4MlBNckxPbUJoLVpSamJxdjBzcFBFbG5PSnk4a0VvMGV1Wl8zUkVQd05oUnFFODdCWHNsMXZLUlBFdjRjTzFqR0hQaGFHdzdBVWUzejZ6SC1taU1zU1ZSOXVhU1h2cFZYR0cwNDlsZ2hiUVkyWHhNX3pvbGtPd1Z6QVE1eDV0dkRIZz09 |
https://www.bittensor.ai
they do many other things too, i mainly use Dashboard for SNs | r/bittensor_ | post | r/bittensor_ | 2025-04-24 | Z0FBQUFBQm9ORzh5aEZHNFg5c2pBdmYxQnlsemp1SjNlWmdnSkFTTC0tekFXUFZzNzNLX1RkOUZrWXVrLTV0WW91VVJlUFh2b1hySVBOOTdfdFkzcjJYM0xRMUZQSFh3QWc9PQ== | Z0FBQUFBQm9ORzgxLTVLU2YtRDFBMXNVWHZIT0VnZ0dIQmxYa2IzN1h3X0l1blNhZE1zbkFlM3kwSlcyQk5fdWJJNnVIY0Z1VFlmWmJnOUF4S2xscVhRMjUyeWEzRmtUMF9fVExWTGFrb3Q4aU5TY0lHSy04X2ZtMmd0bU1iNE9TckpKRngzeG9JMEVmZ0xsT3JQdl9vTWlaQUJadlRINHRmRHRIVG5taVRXSnQxQ0V2dVA1SGFXdGRjR04wWHBUTFdQN0NYZFkzTTRzTHBRVUVfNTRSTTFNbjhBRG1DS1gzdz09 |
whow !
https://x.com/barrysilbert/status/1915164570944995756?s=46 | r/bittensor_ | post | r/bittensor_ | 2025-04-24 | Z0FBQUFBQm9ORzh5YVpGcHNxa1Iya3pQU0RFZUVoU1NOaFhqcG1WemhfQWpfUnR5RG5aRTN3ZnJndjFSMTVJUFkwb0Z2LVJaLTdITEkyWGFPNUQ2dlRuZ184MVQwX1ROV1E9PQ== | Z0FBQUFBQm9ORzgxRDRvVHhvS19QSWxDRWwxc25UQmVCRmRvY2ZUczdvdkxuMkpIVHdKN1V4QmFnZ2hXazZLbWJWQXMxMWZyemJmVUtrZzRrWmdsT0ZqNmpKNUNINEYtVlV4VXJPb1pacHkxcUVSU096YVFwUTFVX0lQcGU4WEVBemtsNk4yX0huanUtYWczaFVaempoMnVkaFFNSXV6SmpmMzJKei1Sa1MzbC11VTV2VTNpZ1VNd1BJNGFTZkVyelpPOTVqTHMtbVBMc0dzWW1VZ0t0Nnl4Q25XTEs2Ml9Ldz09 |
Two domains – **darknetbible\[.\]info** and **monero\[.\]forex** – are posing as Monero resources while secretly redirecting users to phishing exchanges.
They mimic legit sites like `xchange,` and even use fake swap tools to trick users.
🕵️♂️ Full investigation + evidence:
👉 cryptofraudexpose org
The scam is promoted via social media accounts, and after exposing it, I received direct threats – likely from the domain owner(s).
Be careful, spread awareness, and avoid unknown swap/exchange services. Let’s keep the Monero community safe. | r/monero | post | r/Monero | 2025-04-24 | Z0FBQUFBQm9ORzh5dk9zQ0RBNUZXLUlRaHlXS04zVFJJaFdYTnhhR2M4UXZ1bFo4bmY4RTd2RFZ3eVVaT3BfUmltclI0dUpzeXNBTkhNSEpZclpVT2xPVDAyb1N1MVdQRUE9PQ== | Z0FBQUFBQm9ORzgxdnpXUXBxMmwzWHJ1SDJETjZlSUt5c1JEeFNONFA1XzNrbTl5SzktcWVPb21vTFNXakxONjZjSmZBZjFHNXl2dEg4LW80R25qa0JzTzhBZTktZWhEYWVSTGJwZFZSOTVIaVZvdzY1Q0NnQXg5UFhPWWNyd1VmczRiSDJQM2t3QkMzUHJKZ1B6eGo0SFY2TEJFQWVXWGF5eV85RktCUG5VcmsxWFFCbHl1Uy00TTFNLXdUYTJhc3J5RUotNXVlc180UFF6QUM3YVJrWmZhc3dvSlB6ZFcxZz09 |
An auction is a set of rules or procedures to accomplish three things simultaneously. Those things are:
1. Price discovery: determining the fair market price.
2. Transfer the title of ownership.
3. Determine the buyer, or who will be paying the seller.
There's a group of people, the bidders, who know the auction rules to participate to fulfill their economic needs. There can be different rules for different types of things.
There are FOUR common problems that can result from a typical auction:
- Buyers not paying,
- Buyers not picking up,
- Seller not getting paid because buyers didn't pay,
- And finally, sellers not collecting unsold property.
But since Bitcoin Cash has a very capable scripting system, we could have a perfect auction that accomplished the three functions needed and prevented the four property/payment problems perfectly.
With CashTokens, what we need is one transaction that remits payment to the seller, and releases the token for the buyer, while allowing anyone to bid at any price.
Auctions take time. Bidders need to know that something will be sold, & about when. Bidders need to research authenticity, the current market and plan their overall strategy.
In a Dutch Auction, a successively lower ASK is called until someone bids. The first and only bidder wins the lot.
A Dutch auction may sometimes transition into an English auction. In an English auction, the ASK goes up in regular increments with successive bids from different parties until no one wants to bid higher and an auctioneer says "sold".
So to do an English auction in bitcoin, we'd need to keep track the current high bidder, their bid and (since we can't put that info on the NFT being sold), we'd need some way to link or refer a bid to the token utxo.
In a bitcoin virtual machine, there is no global state like with an Ethereum virtual machine (EVM). While it's possible to write an [English-like auction system](https://github.com/BitCANN/contracts/blob/main/README.md) with CashTokens, a Dutch auction is much more straight-forward because it can be done in one transaction with no need to keep track of the bid, bidder, or link to the lot being sold.
Again, the rules for a Dutch Auction are:
- Start at some very high price.
- Go down in regular increments.
- The first bid wins.
Dutch auctions are great at getting things sold―they're great for throughput.
If we use the same ridiculous price (maybe 50 BCH) for every lot, then the only state we need to keep track of is time, which is already available on every bitcoin output since 2017.
So what do we need to say in bitcoin to make this auction happen? What does the auction contract need to check?
- An output MUST be a version 2 transaction (for timelocks).
- The output value MUST must be higher than the ASK.
- An output MUST pay the seller the current ASK.
- If using block height as time, we need some checks for that.
We don't care where the buyer sends their new token, that's unrestricted, or restricted by consensus rules already.
To list tokens for sale, a seller could send their tokens to a contract where the ASK is always 50 BCH divided by the age of the unspent output in blocks, and anyone would be able to create a transaction spending their tokens and paying the seller the fair market price for their token.
The above logic in CashScript (// BitcoinScript):
contract DutchAuction(
// Opening ASK
int open,
// LockingBytecode of the consigner, the address receiving payout
bytes recipientLockingBytecode
) {
//
function buy() {
// Require version 2 for BIP68 support
// OP_TXVERSION OP_2 OP_NUMEQUALVERIFY
require(tx.version == 2, "must use v2 transaction");
// The minimum relative age is the opening bid divided by the ask.
// OP_INPUTINDEX OP_OUTPUTVALUE OP_DIV
int requiredAge = open/tx.outputs[this.activeInputIndex].value;
// The age in blocks must be in a valid BIP68 range
// ffff00 OP_OVER OP_GREATERTHAN OP_VERIFY
require(65535 > requiredAge, "open over value (required age) must be less than 65535");
// Enforce the minimum age.
// OP_CHECKSEQUENCEVERIFY OP_DROP
require(this.age >= requiredAge, "bid too low");
// Check that each output sends to the consignor
// OP_INPUTINDEX OP_OUTPUTBYTECODE OP_EQUAL
require(tx.outputs[this.activeInputIndex].lockingBytecode == recipientLockingBytecode, "must payout consigner");
}
}
The above code works out to 26 bytes for the auction logic on the blockchain.
It looks like this:
c2529c69007ac0cc9603ffff005179a069007ab275c0cd517a87
With the balance of the auction contract, showing the age of the lots, no special service is needed to calculate the ASK. It's decentralized, use your own computer.
After 1 block the ASK is 50 BCH. After 10 blocks the ASK would be 5 BCH. After a week (~1000 blocks) the price would be 0.05. After a month the price would be 1.25M sats. After a year the price would be 76k sats, which would be about as low as it goes.
There's a lot of stuff left out:
- no commission
- no premiums
- no auctioneers
- no volley of bidders
- no cancellations
- no welching
- no unsold property (of value above 76k sats)
Bidders would have to pay standard transaction fees to miners.
But sellers don't get a free ride. Sellers that no longer wished to auction their property could cancel by buying their lots back. They pay by expressing what price they believe is too low, just like everyone else. They'd have to pay themselves the current ASK, and pay miners a fee for doing so.
It would be easy for a seller to list 10 NFTs (or 1000) using a single contract address. The seller's auction contract is just a token-aware bitcoin cash address. They could send tokens to it from any wallet with support for sending to such a CashToken aware address.
The auction contract is designed for arbitrage. A transaction could be built simultaneously buying purchasing a fungible token at auction while swapping the same token out for Bitcoin Cash on a compatible dex like cauldron.
The parameters to find an auction contract on-chain are just the start price and the seller's address. That data would fit in an the size of NFT commitment. So sellers could announce that they were having an auction, [if/when we had a CashToken powered social dapp for that.](https://fundme.cash/campaign/28) | r/bitcoincash | post | r/Bitcoincash | 2025-04-24 | Z0FBQUFBQm9ORzh5Y1lIMnZrNy0xYWhqQ0ZNemRJOGlxTy1qb2w3Q3hxcFA4XzlxR2RCUE1SVVJNZldaMjZWYWFuVmlxYkJWX2ltal9QeDJGRTBGcjJWUmYwb3RqZ2s5cUE9PQ== | Z0FBQUFBQm9ORzgxMF9LQWRxVm10cU4ybzVYQTNYZ0Y3OWlrMTRtdXRJVXpHcUM0VWVsTVJQSnlsUGxnN0VCRk05c1J3WXZsVnJSa1lQdmJrQlJneHRVZ1pqZktoZ0hFTE5hcGlTNm1VV1JXQnZuSU5CeGI1MkRKTklXc2o0Wk1IcGRTeEtmQTV1WFBtcFp1Wm4zVFU4NEY5QjI0eEZGUTF5Q3Z0MWJId19KdVhWRnhBNExJSEVYdEhuMkFNN2ppTm5NbmY2M0U1cDc3 |
Why is there a difference in the Beta of a stock reported on different websites? For example, the beta of DMart as of today is [0.34](https://www.moneycontrol.com/india/stockpricequote/retail/avenuesupermarts/AS19) on Moneycontrol, [1.01](https://www.tradingview.com/symbols/NSE-DMART/) on Tradingview, [0.29](https://in.investing.com/equities/avenue-supermarts-ltd?cid=998147) on Investing, 1.18 in the inbuilt stock data type in Excel (powered by Refinitiv). Investing provides some explanation on how they calculate it; the free version has a 5Y beta and the paid versions have 1Y and 2Y betas for which they mention that they use weekly returns for 1Y and 2Y respectively in this [spreadsheet](https://docs.google.com/spreadsheets/d/1MfTYTr5ONUg0H49Y09okUey7C9vBU0cPxaFrqbG98Hk/edit?pli=1&gid=1385038917#gid=1385038917) available on their [page (under Similar Metrics -> View full list)](https://in.investing.com/pro/BSE:540376/explorer/beta)
Answers to the following questions regarding the methodology used by different websites will be very helpful -
* How is the index decided?
* What's the frequency of stock price returns taken - daily/ weekly/ monthly?
* What's the period based on which the beta is calculated - 6 months/ 1 year/ 2 years?
* How often is the beta updated?
Help of any kind will be greatly appreciated, thankyou! | r/quant | post | r/quant | 2025-04-24 | Z0FBQUFBQm9ORzh5aUU1RVZMUTZmZkRzMW5CelhtVVdGLWVBNmRpMF9WZHNKaTYwVWxLTFZYVHdmTDdYLUJZQi0tOEVCN2ZjVzZzaXZSM2RoMWFKVHFQbW5zQXg5MkhjTm12Z09aYURZVGZvQnZpYWJzdXFleDA9 | Z0FBQUFBQm9ORzgxdVNYamE0WG1vSTY3OUtlS2hBdklTZWFYelQ0cU1qTHlsZ1lvakMzb201TWFvWW15b0lKVDVxWjJWWkdaVHpZVl9kTVRyb2NMaUxnWnBXQk9YbndRWlNlaXRob0VnZ1J3Sy1zY083OGNBaWN2SVFvT2pqRmRxOEl0RGhueUVvRVV2RkdBMV84LXBlbS0wb25aZWpHWUlqYVNubGhWTUNvY05PNm9zNVNRV1BPcFhReXNTSTRMOERVOFRVVXE3LS00 |
Something | r/bitcoincash | post | r/Bitcoincash | 2025-04-24 | Z0FBQUFBQm9ORzh5dWQ1NWhnbkY3T0MyakswZDk1bTQ5RUNULVhQUGFtNElQdWJTSVJPWHFZMk5CNnUzM0w3U0NvOHpfVXVTWlhLWVJfYzc2LUpER0FRd0s2T2ZITDFseXc9PQ== | Z0FBQUFBQm9ORzgxc184bHFRMTFLb0g4QVhHYjdVUm9NUHJQVW16TThPaE4ycTNCZ19VVnVJZ2NueW83UTBBTDlqOXFndElyUlM4Snc1ak5ueTRZWk1lVHVmcTJnT2tJdFN5LVNLdnJOb1VuT0g0MnFScXBLeUZ2TzJfYVJpaDVhcTBBdHJOOGtTVk1XSzJpa0RfMjQtTEc4WEN5dDJYQ3VhTWQ1NzZHMVBQNmMyUEtyOWc1T2dxWFVWWDdPdUNLRXRwT01mWV9yT3ZCbkdBQlVfVnRlRmhlY2FJaHZJajVwZz09 |
Im developing an "alternative" to bloomberg terminal in python which will be a terminal CLI only and will have a bunch of futures like portfolio optimization, ML, valuation reports, regression analysis etc. Uses common libraries to show figures like matplotlib etc.
The plan is to run each of the "models" from a [main.py](http://main.py) and have api keys for things like FRED for user to add etc. All the models pull data from yfinance right now and im worried that down the line it will either break entirely and ill have to re-do all the scripts or it's extremely unreliable for the project all together.
The plan is to potentially sell that project to customers interested in quantivie analysis etc.
**- My question really is.. how future proof is yfinance 5 years from now? Will i be in trouble a year from now and everything will start breaking from the scripts using that data?**
**- Best alternatives i can get for pulling data even if paid but have to have an option for a customer to add their own API etc ?**
Any tips and guidance is appreciated, thanks. | r/algotrading | post | r/algotrading | 2025-04-24 | Z0FBQUFBQm9ORzh5anphdHFwVm5yUjVPUjJzbUYta1pwNzBfazZjck0zWVVPUzh0UFpvMkZobzRsU1dDNnBuZGJDMXd1N2ZBTlF6a3B4U292bUNTV3FETkJoNEdlM0lINXc9PQ== | Z0FBQUFBQm9ORzgxWjZkMTRSUFFPVTdwNWtBQURsVEFLU2JCZnU4aEZqa3FtZlNxOHFrRTF3T1JTWVU2eDQ0Q0doYjFoeHRScVJpQ3dDbmFlU19aSi0wN0g0WUZJaHZIYkxrM1VmcG5LLXJNZ1Rnc0pXSUp6STMwNEVsaFYyaUZKWWp0enpLZGZBQkZUSnhNSzFMdmlrNTlrTktRUWtJYnpGazF6ZmgxWmpqX1h4UDF4WFJyOFE2cjZxVTlJWkpTbkN1cnU0Z0VsNGVK |
Hi everyone. I just completed my second project where I analyse goals, shots, assists and passes of the 2022/23 UCL game between Liverpool and Real Madrid. Feel free to share any thoughts or comments!
| r/sportsanalytics | post | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5cHI2S3hKN2VGbUV6UThzQ0xwMzA1cVBUNDlOVnNETE9ubGd3RkR6RUxGQ214RnpvdnBQQnpNRUU2WUFnQVhyMm5WX3NfZDlLYU1Qc05Wc3Axa1FmSHBwYnhDTFpUTXAtQTUwX19TMXZEeDQ9 | Z0FBQUFBQm9ORzgxS3VELXB6WnVSVVNDNmlRTVduOTBhT0dEb1diQ25VYVFTZEtyM2lmajV0eFMxU0xIMjRaZU5UVnl5MUdnZ1ZTRkFHeEZWcWhWWG1pX1RYSmVlVjRZRHBuazhlamhhdXptZ3NOWGdKNEpuekVVdkNsajNicnFoWm8tWGliR1pINDN2MVNaUUp4ZENySkxBaFlEaU5KUWtpMFNYNFhiWDE4Rlk1ZmVOOEI5Snk5S1E5eEd2TE5xQ285RlQ1a1l1eDdyMkhScTVKS2JBb2FUek9YR3VvYWE4dz09 |
I made a classification nn that is giving signals with 50% accuracy ( 70 % if model can wait for entry),for stock day trading. Was trying to train a RL to execute signals, a PPO with 60 steps lstm memory. After the training the results didn't seem very promising, the agent isn't able to hold the winners, or wait a little for a better entry. Is RL the way to go? Or I'm just delaying a problem that should be solved with pure statistics? Anyone experienced here, can you tell me about your experience for signal execution?
Thanks❤ | r/quant | post | r/quant | 2025-04-24 | Z0FBQUFBQm9ORzh5ZE5RVVFPV1E5cHNpZTFrb0ctejRMdWp3STNXdzFSVF9kbktNT2dzc0dRY2FyOEQxcF9MNjZWbmtZUkR2NGs4VWs2OWJPMVJUU3lqSEdZYlJ3cHo2YzkwZEMtZEZNcHB6ZXFUUVEtMDg4aDQ9 | Z0FBQUFBQm9ORzgxS0pJYjVDNndmYTJBeXFfQ25xcW4xdXdZSFJ2RDNBd0RVdzVfbnRnMVFzTTJlNE9jNTJvZ090bWJ4VnZFODdLQnpXLXhKcVlPYTdBVW43LXVvRmRiNW44OXM5YXNobkhYTDZyWTVuaWwybjBEYnluYjE2OVE2QXg0UEZCOU1PVG5UakdncUFWWHo4YkU5U1hPYWFHNWQxajZyU1c5LWp6SDR2REkzbXVSODFNdnBFbWljX09HZUNIci1zRVJ2RVV0 |
I’ve been building bot for years, mostly for other people. I finally have one I truly believe is good that I’ve made. Its back tests are good. I don’t see any reason it shouldn’t work and I’ve seen just about every reason they can fail. I’m always worried about shelf life, but I’ve seen this trade demo, I didn’t do anything dumb to make back tests unrealistic like impossible entries or anything. But I’m nervous to go live and also scared if I don’t do it now that it won’t work forever. Any advice on transitioning to live and how long you let one paper trade before trusting it ? | r/algotrading | post | r/algotrading | 2025-04-24 | Z0FBQUFBQm9ORzh5cUxLTkFwZm11d1ZIRkRXTFVSV1haU3pDU1pYV3pMRzJuOHVjMnBYTTh4LVZsQXp0QklKY3NuYWRhblZqUk00OHdEaU82aDJBTGQyNXhCYzl0VUtVQkE9PQ== | Z0FBQUFBQm9ORzgxb0FSS1l5cWJ2UWg3NW04a2dKNG1OVk5JSXNFYWVsZVNVc0xSU1ZpQWpSNW00UXVMc0ZyLVViMzdMbm1jaFYta2xqUFh1VlBmcGx4NHRGbTlqaWtmZExHSTZodjhQNXRMV3NCaVM5c2ZjcFR6bmViVjhJQTdHMWdsSnFTU1BXbFE0b2pUdUhaQzZqS2NlUjljajl0ZjJ0OTdZejZ2ay1zNTZ4YldxUGlpcXRMMk5DdEVIalIySzVSLVhIb2hOVFhN |
I am going to program a trading bot and I would like to use Webull's API because they are the broker I have been manually trading with. I looked far and wide and couldn't find anybody who made a bot that uses the Webull API so I can't find a lot of information on it. Can anyone vouch for this service or recommend a better free API? | r/algotrading | post | r/algotrading | 2025-04-24 | Z0FBQUFBQm9ORzh5QVNtb084dmVBOHJ6WHVqZjZJRFRTZTN1eTJYdzYzMnRlbzZ6dVU0Wl82UU1XTFQ3cmloSl8taTd4Qlh0R19wVXRPY2pSbE1uMEdiNENHM3BhVHlYemc9PQ== | Z0FBQUFBQm9ORzgxZGZNYlBJdmt6TGxGVjdyQVM4Q0hxWGdIZGFCanNONGNOdXUzSnYwTHB6MENETmZtNnJ4cnBYZnBEYkJUYWhqS2hFdVFZNEtzVWdwNU9BM3ZQVDhzZi1iMDVaMWw3TlNPOWdtQk9tVHZWeHVkY19aUlhYNWRBYWpmS2lwb3pkR1pSLXNBNlk0Wmw2VlFCUDVpcWNwdWU5WElEQ0NNYWFyODZpMUFROXpXU3RiMlh2bkY5RTAyZHdwS0hKQkp2VmplQk94NUdjcmJ4NkRxYzB5V1U3TkVSZz09 |
With the help of [**FixedFloat**](https://ff.io/) [OrangeFren.com](http://OrangeFren.com) is organizing two meetups in two weeks :). The first is taking place in Switzerland in a city in the French speaking part of the country that has a very strong Bitcoin maxi presence.
The second is taking place in Lisbon, the former city of Monero's Monerokon. Most people there are web3 bros.
Join us and let's convert some maxis and web3 bros to Monero together :D
# Neuchâtel 🇨🇭
Join us on May 8th in Neuchâtel 🇨🇭 in [coworking Neuchâtel](https://coworking-neuchatel.ch/en/coworking-space-neuchatel/) \- a Bitcoin coworking hub
👉 Sign up here: [OrangeFren.com/event/22](http://orangefren.com/event/22)
👉 Or here: [Meetup.com/fixedfloat-com-meetup-organised-by-orangefren-com/events/307455556](https://www.meetup.com/fixedfloat-com-meetup-organised-by-orangefren-com/events/307455556)
[Cover image for the meetup in Neuchâtel](https://preview.redd.it/vtdzgvsxttwe1.jpg?width=6000&format=pjpg&auto=webp&s=b88a2a4851e9fa7a6513ae22cb1e1f439bf7ab15)
# Lisbon 🇵🇹
Join us on May 9th in Lisbon 🇵🇹 in [The Block](https://www.theblocklisboa.com/) \- a crypto coworking hub
👉 Sign up here: [OrangeFren.com/event/23](http://orangefren.com/event/23)
👉 Or here: [Meetup.com/fixedfloat-meetup-organised-by-orangefren-com-in-lisbon/events/307455610](http://meetup.com/fixedfloat-meetup-organised-by-orangefren-com-in-lisbon/events/307455610)
🍕 We'll have FREE pizza and FixedFloat gadgets for all :)
[Cover image for the meetup in Lisbon](https://preview.redd.it/wsj8sh5zttwe1.jpg?width=4933&format=pjpg&auto=webp&s=af08f406181edcf098e49741c19032f2a6073874)
⚠️ Please note that though [FixedFloat](https://ff.io/) supports Monero and are supporters of privacy, they do sometimes hold funds hostage and require Source-of-Funds info to release them. This only applies to coins on transparent blockchains (such as BTC), that FF determines to be "tainted". Monero, with its fungibility, doesn't expose its users to such risks. | r/monero | post | r/Monero | 2025-04-24 | Z0FBQUFBQm9ORzh5Z24yV0dsVm9GQUx3V20wTTY5eWNWbWdJZVFOMWhjOVdXRmptNUhkS3RpUmRMaEtBZVJRNmdWQjc0bVlwQ0pRY0FpckhJaVh0dTltbUpwVFdRVzIybVE9PQ== | Z0FBQUFBQm9ORzgxR0Z2WUNtS2kyS3VYRnJxN3k0ekVWTHNWUEdnWk9CVVp2UzB2V2dWX19hYUF2ZHRuT0FSQWxjUXFFMlNvcWpUeC05V2hra3NhR0pac3RkWTJQMVZwaWZYTHA3OUpSSnNMTFctcWp3dC0ybHo4ZjlBRzR2UjlqdTZOVWs0MFgzSUppeGRXR1lTY0NZNFhINkFyN2dsUVBUeGNZUXRjdFh4ekdPMVRST0pvNldRaldocEV0dWUyTFd6UG5OSTFjM2M2 |
This fucktard has totally changed the nature of what we’re doing. The deep statistical learning-to-trading pipeline was fun and rewarding. This work is currently something else.
Edit: the tariff week alone was worth months’ worth of alpha. I’m market-neutral vol. *I’m asking if people are irritated that an shithead with low cognitive function hijacked an entire economic cycle.* I enjoy physics, complex analysis, economics and probability theory and the way they combine in this work. Yes, it’s much easier to make money now, but everything is much dumber.
This is actually not how markets are supposed to function. | r/quant | post | r/quant | 2025-04-24 | Z0FBQUFBQm9ORzh5YWNTSEp1Q0lJQUxwUnVGQVZhYkpibFA1TDB2T042R0o5bVEwNzdsZlZ2Mk5mc2J2Yk83M0lUVVV5Z0NEeDdFX2N4ZlU4Y2NtcS03cS1rVUdZZnFnZGc9PQ== | Z0FBQUFBQm9ORzgxYWpsUkZ4d3E2aHdCeVVvUXFVdl9vMzY5WUVYYklNdUdfWElFX0RidHNDbFRrRjdBTk5pYUdRS2doYTNFdzZQV29ua2wyU0dvaXJZWW9uTjhjWVpkS3BLTm5Ia1M4aDg2V3l6VElnTERaRjFwMTBsUlh4dnV1RHZPY0RvSG5DSGt6MXlXXzJySk0wcXcxVlF2akxTSGNVa1k4dldyZDIyWXVqOVhrVzVNQm95azY5M3lSMUZ4Qk5lN0pBLUF5M0FnWlFUNEdrTExvZ0xUb1V2cnFhTi1jZz09 |
Behold the pr0X Bayesian CPC AUC DPROC MultiBot Trading System.
(Curved Price Channel Area Under Curve Detrended Price Rate of Change)
Commission: 0.25%
Slippage: 0
Buy and Hold Equity still beat me but I haven't really begun tweaking and polishing just yet.
Making this post since trading can be a niche subject, let alone Algo Trading, and its hard to find people in my everyday life to appreciate such feats.
Ive designed this strategy with the visual in mind of being the manager of a Space Faring Freighter Company. So it was my job to find a way to hook up 5 bots into this thing so I can trade 5 coins at once.
Featuring a 5 bot hookup I simply switch out the ticker symbol in the settings and match it to the trading bot it will feed the correct signals to where it needs to go.
Also a robust set of tables for quick heads up information such as past trading performance and the "Cargo Hold" (amount of contracts held and total value) as well as navigation and docking status.
Without giving out too much Classified Information regarding my Edge, This system features calculations relying on AUC drop units tied to a decay function to ride out stormy downtrends when the lower band breaks down. Ive just recently implemented a percentage width of the CPC itself as a noise filter of sorts that is undergoing testing as I write this post.
Im posting this as both a way to share my craft with other like minded people who would actually appreciate the work it took to create this, and also to perhaps give encouragement and inspiration to other Algo Trading system designers out there!
Willing to answer all questions as long as they are not too Edge specific. | r/algotrading | post | r/algotrading | 2025-04-24 | Z0FBQUFBQm9ORzh5NFA3dkRPUkVJNzNKdG1WdGhRMl9VRUtPeHNlS3Q0R3Y1WUtyQ2VSWFNZZFc0WFJzNURJVGNCTmNFdXdyak1zSXZiTU1yN0NMV2d1c3RlYUY1Tk0zSGc9PQ== | Z0FBQUFBQm9ORzgxTkV2SDQxMk1VZWkyak5oandaLUlMbU5VdXpqV05fMjczRTRBYnA1cnJqdjF4Y0pBemh5bjFvbXBNMFRmQW1velUyLTctTWJRQXVmdjZIU3dpOHVwV0F1aklxX1BFUXZ6ZERCNlVtUTdfenJVUEt6Vmhkc0pBRVNiT2sxSnBKUnFDNGZhU1dId0dEX2lHakR4dXFWVEFHR0hqYWd6bnNTXzVWVnVmczg1STFlQ2JzZ2tmTnBwTWdkNlNsWldiWDV0VmFMeFlaZHBwUlJLOFU3Q2l2WEttZz09 |
How has your algo been preforming in the past few weeks? | r/algotrading | post | r/algotrading | 2025-04-24 | Z0FBQUFBQm9ORzh5ZXdERURjZmZNdjNCUG9FQ09Qa1JqRmk0ZkJ3TmpQNGkzT0Y5M082NE5Gak1sdlkwU01XVHpsYWNISEFYTndVOWY0RUVKWG41cmppLWcwbWtDSV8yWlE9PQ== | Z0FBQUFBQm9ORzgxb1BuZVJPS0lVRVFnNF9fMzh1OVF1NWgzZDh0WUV1YUVqN1pRVEpNWW4yc3VRY2ZPMzVTY0dtbXZHRFNhLW0zaWwyV3Y5bURGQ2c4b1ZFcEd2eUtIcW1NUFdLUlctU3lkMjI1X0Z4UzR1VkstTkU2STRGTmtoQTh5aW5tdjFIQUgwUDRnTHRQQnU2V1hsME0tVEt0VEdrelZCV2NDY2c5NndxMzhtUjNyZzBqLW5QOG5NR1NiRkdlNGEzQXQ5eU1j |
Do we think we’ll see a pump in the subnet 51 token price? | r/bittensor_ | post | r/bittensor_ | 2025-04-24 | Z0FBQUFBQm9ORzh5LVFCQ2NXUFBfSm9vd1FSRmp2U1hoV0NYMExhVkRrM19OUEhXMDJpbjNVWDY0Uk81MS1PMm1waVk2c3F2R1JPcHNEX0YzaEpHSlp4eVJkS0pTVXNUMVE9PQ== | Z0FBQUFBQm9ORzgxRmJzb2dVSXFYeTBjSUhobTlRTTBfTmx4akM2TTFWNHBmaUhIRk14Vm42aEhrQ0xQbTloYVlyV2NRenl1ajE1T2NPVWJudUxLWVBtR09nMjNPUVA1bHBValNxTmUzZERjWjhmOEpYQk8yaVB1VkJpT2FuNGxXOGxWWmF4Zm42dHlUcXd4RnBsTWU4MHBGZE5McUFCaFUwaklqWTlOaklROHYzLVdyV3ZaRnFlellaSGlqQVhMYUtkTGp2U3FuMkZ5RXR0c3ljYnMteTFKb2NISkFHNnhiZz09 |
All I know is that I sold out at $30 last time around and said Ill be back when prices were $15. Now that we're here I'm just loading up until we get back to 30, the price will likely go beyond but im happy with 100% gains you know? | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-24 | Z0FBQUFBQm9ORzh5YV94ekY3QXlLb2ZROUtiMXM2cUp0bDd1WHdGQlNMbUJDenlvb0tRc3NJNF9kZEU1TzEwMEUwN19KWE1oblNxeXhwY0xTY1VycDhOeGlYQ0c0cmhPOFE9PQ== | Z0FBQUFBQm9ORzgxQlNKZnYtMlY2TDU2RzNfZmEzUjI4TWFUYUZ4WXZUUEE5ams1TjlIdmR1OXJWTG1IWTk2d2o3SV9KM2tLbFo2Mm5tWWJ5UTVHNHZqV2phTXNtQXdUcEMzQzR3YXYwWmlOdzlFQ2tfTG1sbno3VEhyODM0Qng1MVFzUDhuaE42MUszTUJORElfdmpncWV0YVBEM1JYcjdGT0F3QzRqamVuRWtnLVoxdGRrMERzS3FaVV9JYXFvRjNzS2szLW1FMmxWODRTa0Z5WUZwWE1RcFBMUnhrRjhQVG45Y2VmcmdfS0x2aGtBQWhJcmlWcz0= |
Delusional, let be real, 100 in may? Also this is ethereum classic not ethereum cash | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-24 | Z0FBQUFBQm9ORzh5U3NOVTNMVDJMOXZXaU8yV3J1QlV3WHJsNm0weW53VEFSTk1fa0hMblJjbnBPOUJMQVpjV3U1WUEwTWpxUkdhVk9xRmpqZHJ0SUNrSzh6Z29fTW1rM1E9PQ== | Z0FBQUFBQm9ORzgxZHp1T0hkUUFyWnk2dHM0a3hPTnhmbVV5T2RvTkFSZi1lbVJhMnVlRThjUzZXeGVxcEdhWlhUNjFiVjhqQTNfZXlHRi1oRXJrMXlMdFVJVVUxYTZNRVZncUpGcDYtdmg3bGMzTHZUYnR6WERCNW1sUFZQak9Qam9QWlYtYWpaTm4zdEE3S0l0aDMwUThJYzhOS0VWSkUweE9weW4zbXFpZjlXTlYzN18zQmlUQVkwczkzbWlibFFYcVJpdVktcDg5 |
This is the time to buy, just remember to set your exit point and stop yourself from hoping for more | r/ethereumclassic | comment | r/EthereumClassic | 2025-04-24 | Z0FBQUFBQm9ORzh5NVhkWmEwbXJjQzBWV3JhSHNCZ1JOLWhXZ3hyRnd5VmtmeV9hWEZwT3BkV1BTcTFzWkd3ODB1aWYwcTFCT0cxZGI0V2lnM3B4eERCR1FDVll6STc4Nnc9PQ== | Z0FBQUFBQm9ORzgxZWlOYnFMTjF3bU9fNDlPMFhUX3lMV1JLSk9KbWJtQmZQUTlyWW5HNzlCZ0pVbUJPa2F0UEJid0M2WUx3Qi1pZm9RRkpwdFZNbmRNazZIeUtkMVhWOUhIVE1xSm14SzRITnlHb1hlUXRPUlB1bHhreU1DWUFNeXBRVWpQQWc5LXFyanVGZkpRVDFFSzVpRS1HZzZCUzNFM3oxZW44M0pLSmlkR0pEZkpQVmdpS1BRajZiMXBJMjd2YmVJLWFPZ3hnQTN3TTloTFVWdjRocEtwbzJWUHZLR2I2Zmo3YWoxYjRTQ3ZnNmV2dVBpVT0= |
ERROR: type should be string, got " https://app.binance.com/uni-qr/YGUZbsSc?utm_medium=app_share_link_reddit" | r/bittensor_ | post | r/bittensor_ | 2025-04-24 | Z0FBQUFBQm9ORzh5WFpUYUNTYmk0aVNjOEpRVUlHNVpQNFNnZ01HWGJKVjdLX005NWxTcTZVbk9fYnlpcm5rdFV6czAzb3hFd21zbXZKVjBRU1ZDSFFPamVQS3NaM2ZPcVZzajc2ZTJCdE9iVjVTdTlONVlEbXM9 | Z0FBQUFBQm9ORzgxMS05MGxpc3B2b3BSWjNLS3ZiNFpLbkRpR1VKVXZhbVA5UDZacW1OVzJBdThwSkZQUV9zZUZ0eTJyN29oQXk3a0xDb251UzExWThORzdoVUptSkNjZmRVT1E2cVRMOXg1MHFfaDlZaTlwcUlYZzRWcF9YRFVhTXhPYXlsMTBXQ3d1d2lydjZlSm42SGtjS3RWQ2puNmxOZS10d0dHdVlCa2J5OVpBVkJRcnl3PQ== |
Hi folks. As Fama has emphasised repeatedly, the EMH is fundamentally a theoretical benchmark for understanding how prices might behave under ideal conditions, not a literal description of how markets function.
Now, as a working model, the EMH has certainly seen a lot of success. Except for this one thing that I just couldn’t wrap my head around: it seems impossible for the concept of arbitrage to be defined within an EM model. To borrow an argument from philosophy of science, the EMH seems to lack any clear criteria for falsification. Its core assumptions are highly adaptive—virtually any observed anomaly can be retroactively framed as compensation for some latent, unidentified risk factor. Unless the inefficiency is known through direct acquaintance (e.g., privileged access to non-public information), the EMH allows for reinterpretation of nearly all statistical deviations as unknown risk premia.
In this sense, the model is self-reinforcing: when economists identify new factors (e.g., Carhart’s momentum), the anomaly is incorporated, and the search goes on. Any statistical anomalies that pertain after removing all risk premia still can't be taken as arbitrage as long as the assumption continues.
Likewise, when we look at existing examples of what we view as arbitrage (for instance, triangular or RV), how can we be certain that these are not simply instances of obscure, poorly understood or universally intuitive but largely unconscious risk premia being priced in? We don’t have to \*expect\* a risk to take it. If any persistent pricing discrepancy can be rationalised as a form of compensation for risk, however arcane, doesn’t the term "arbitrage" become a colloquial label for “premia we don’t yet understand,” not “risk-free premia”?
(I can't seem to find any good academic subreddit for finance, I hope it's okay if I ask you quants instead. <3) | r/quant | post | r/quant | 2025-04-24 | Z0FBQUFBQm9ORzh5WncwTGJDVGVPYnF5Z0VCUXJXS013cV9ySWpGQ3FjX25rUlFLVW9ocVZqb3FKanM2bWluQkVMWHI0U2FYYW0xdUxQT1VfNUZKYmJESlI2d1dCSnQtOWc9PQ== | Z0FBQUFBQm9ORzgxUVJzQmFsX2Ntd3ZySHB0eUxJUTF4RTdsRzdXM3BiOTkwaUtzTUlRM3VidmFPYVhNM2lsRWtIakhSWUdQZG01V3c0VjJIVTlfdU9MRWI3MzhKYnRhMFVVeUNSeDlTd19idnkwNkFkQ3NIeVBBMXhuNUl1d2VWZEltWDl2dnFvcnd6WFZfcG5vdEJWM3ZRZko5TjNYVkxhRkNFVF8xdnk3eHFzRGszQjZSUTlERTFqVUVLYnNWNEhHdFljLTZ5SWkx |
Don't fall for this scam coin guys, they already pumped and dumped this shit 2 years ago and made it lose 90% in a few days. | r/filecoin | comment | r/filecoin | 2025-04-24 | Z0FBQUFBQm9ORzh5b2ZPV0twVjFIWTJGZlZweW9aaFR1bld0ODZuSlhtSjdxLTJmSVNiQmtIRVBqUEpwZHkwWkktTVkxQlpoWHdkWVpOQk8xZkc0S2ZvanVjalRjdjRLTWc9PQ== | Z0FBQUFBQm9ORzgxS1JwQjdpRWRoc09iSnVwV3Z4ZHhoOVdZVVE2MUNJYzkwaEJsTWE0M2hvZDNNa1VzelN4ZmZac2otQldCbEJINkNSclhKUFQ2NTQ2Q21GUWlPN3lnM2FvNUdOTF81SG1TYWJFa1lzdWtwSVd0dklBZUR4Y2Ftb2JDUTh5NGhFOExWTDVub2hnRjlRWVJkaXc3YzhZbGU2V0pVUnY0MmoySmRMZXY4X3NBZmtuSVBMMG1kQ1E4YlFuem5tVlhoT1dWNmRyLWdrMUZkLW9qUHo0RHFXaUpVdz09 |
I'm from arts background and I'm pursuing an MBA in Business Analytics, I'm doing WFH as well in customer support international (Amazon) North America.and I'm preparing for interviews and skills upgrade. Can you advise on the ideal level of proficiency in Excel, SQL, Python, and other relevant skills required to be competitive in the job market? What specific skills and certifications would be considered 'ore than enough' for an MBA graduate in Business Analytics to excel in an interview and succeed in the field? | r/sportsanalytics | post | r/sportsanalytics | 2025-04-24 | Z0FBQUFBQm9ORzh5NDdDUlpCbWlMei1LYTdTOGN5OHdyQS1UcnJueGdMYkNYc1BzQWQyMm5BdDBxVUdfT1lfdVBMUmZHazhGMkg2RXBtNlZvRnQ0MzdhYkQ0SmFmekV4RjdLd3ppZmZidVI1aUFDMG1KNlhPWk09 | Z0FBQUFBQm9ORzgxTTk4YkJnbzJ2Wm1ERzI5LTE3eTFqUUtFZ0FKblh2dEVNWlVwc0x5NUQxeGdlckpYdWNPclc3aVVBZDZpMmlsWnV3MnVvTzlRLXRYcTN6Smd0TUxoR1F3TUV3U2VfS3g1aUZQZlZmZTZQalFNNE80MU9XM0p5SUFua19vWFpseEgzNFFTSE45Z1hCVy1WUDNWYzBSTlA1N0NMbHpBcFJkaWsyRlFZTlZHelVVPQ== |
I'm thinking about whether or not I should build my own trading engine or use quantconnect. Are there any alternatives to QC that u guys have tried? | r/algotrading | post | r/algotrading | 2025-04-25 | Z0FBQUFBQm9ORzh5am9IT2x5OHFPOHVld1lXcEJmbzdNUHVQLUhZbldObWdyQ3lZSmhXLXlUYk5aaFFkVjNxcjRRS25MbFJDVWQ2ZmRldWFZV1pLejQ3dFd6VGltMUJCSjRVczNFd21YMmZVWVd2T1ZXRTFoTXc9 | Z0FBQUFBQm9ORzgxN2RqVnJGdmVqZUZ4Y0RldzAtQ1M5U3YzVjc3LWxITXVDMndVa2J2Y0JtVE9qQ0pIamR6emxqSExvcUZ5dzBVX2VSVW9zRE5fcHVGMDcyM3BGWGxMYWo3bWNRSmlZQ3NNaVlwTXZLSVk3R0ZhMnV6SGlBT21yOXR1cDJBc0FLXy1QTjl0b0I1SUJJaFdOaURQOGR6aHdzZW9BUXFSZEFiZ0VLWGl0eGxmOUlWU01PVDNvWXpBeGEwQzNIRGwwaERM |
I've made a simple, easy to read multi-network supported dashboard that displays your Monero node and network information queried via RPC. Contributions and suggestions are very much welcomed!
Code: [https://github.com/Tech1k/simple-node-dashboard](https://github.com/Tech1k/simple-node-dashboard)
Demo: [https://xmr.librenode.com/dashboard](https://xmr.librenode.com/dashboard) | r/monero | post | r/Monero | 2025-04-25 | Z0FBQUFBQm9ORzh5cHM2enY1M2FISHl0R3pkT04wWnM2c0o5ZVZsT1hiUWxtV3N1YmxhbS1feWVkckFDZTZadWJxeUNRUV9MQUxWZlFKT0x1dWpXU0wtNEk3aEhESDRrelE9PQ== | Z0FBQUFBQm9ORzgxV2R5Z0kyU2lnZWE0OXdKME1JeTNUeUozUFRHNWRKYTdELXhfbkx6Mkc3Q1lpNmZlM1dFbnVTZkNtajZiY3M2V1k3WndKcVlyWGRYMF9LSUhzVEV0b2dmMm5IYTBPQmlpb3lVeS1iX1k1WE1aZHVSbFlHcGpMdTRtVElwYk11aFI3MWNPMXNONVpVck1RckhnRHNVelpYaC0yUEdvMGp4VmNCRkhUX2tQZHJCQm9CUGM5eWc0SzJYRnR3MFpJSUgw |
I have been staking my TAO on the Talisman Wallet (via Ledger wallet) for two weeks and haven't received any rewards during this entire period. I checked the blockchain explorer, and it says my TAO is 100% staked. Am I missing something, or is there a grace period until you start earning rewards? | r/bittensor_ | post | r/bittensor_ | 2025-04-25 | Z0FBQUFBQm9ORzh5MlRqMlpoYWNKUkJIT2ZJUVFBTk1EcDNoeW9BT19NV2NpQ3llOXpxbnEtSVZSbU5TaU1rWGdIVU1MWklWTzhwTEEwdzE0cmhwa1VseEhfS2xVSFpoWWo4NG9fSEk0UTRWWUduaFdJaVZVWHc9 | Z0FBQUFBQm9ORzgxWmtmX2hQY21oQTkyUGFET2Npc2JIZ3B0QW9pdDB2QXhvX1RmZTZRcHRXRWNCRjVWU08tM1Vzb1paTUx5VU5UQ25LMGNYQktaWWV3eXdDMXhoYXJnaWNyMi1mdFRMbXRhd2lGQmJWNDBrVGJHTzBONVU3WjQ1U19kcXlDOWd3WHFYLVBjMGY5eU9qNVFGT3U2a1BqQ04tWXkteWVTZi1XMF9FdGxBVnhwMUpNME04dkpwZ1NNVHl5Zy1SQnNudDdk |
Sorry for a simple question. I’m brand new to algo trading. Have set up a python bot to trade options with my strategy through IBKR Tws. What is the best way to backtest for most realistic outcome before trying paper trading? | r/algotrading | post | r/algotrading | 2025-04-25 | Z0FBQUFBQm9ORzh5VU9pMkFmcHhmbDQwX2drVHdmMTEyeUJwblNjWVd6TXFpaHhGNUxZMjJUQ3pTSUJyWk95X2RwZVIzN1ZWYlF2bVowNk5tMVUycC10STlNY1JUd0Z0VjcyZHRNQ2FiUzV6ZG5MRGZ6bjY2akE9 | Z0FBQUFBQm9ORzgxOS1xTE1MS0hNYW9NVm0tdjJmN3hBVVVXOUY0bTZDRlFsM0t2SGNEZFd1OGF2dEtkcm9hclhHUlAxZXV4RUQxUHAwbW9lYmVmRElfQTdXUlVlMnF6ZXRwZ0ZoNlpXX1ZUYWEwd3dxaDBFX0ZzYmpFNS15Wll5WW1PS1hud1dmUGxoY0R6NmR2bGZOeG9ZN0NGd2lSUUNWSHNMdGJac3h3WlVnb3RRdFFOS05VPQ== |
Southwest, American and Alaska were the latest airlines to express caution about the rest of the year amid flagging demand for domestic flights.
Southwest Airlines (LUV) CEO Bob Jordan said Thursday the drop-off in business detected in February was one the most pronounced he has seen. “That is a very rapid fall-off," he said on CNBC. "It’s probably the most that I have seen absent COVID."
The carrier believes economic unease, rather than Southwest's plans to charge baggage fees or assign customers seats, has weighed on sales, Jordan said.
“A lot of that is, I think, the consumer reaction to the tariffs," he said on CNBC: "Some of that could be front-running the tariffs in terms of spending money in other locations. So it could snap back.”
https://www.investopedia.com/a-very-rapid-drop-in-domestic-demand-is-hitting-airlines-11721279?utm_campaign=investopedia&utm_medium=social&utm_source=facebook.com&fbclid=IwZXh0bgNhZW0CMTEAAR7OVGNNrsE1MaDFFz8H0nP_C8Wa4lPaR1_etcvmiPAudWhMSrhSW1EhwYHOKQ_aem_CO_J9fn5sXR8AXsGwSyfRA | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5ZjRIb0pfLUp1MmRDT2RZLUpFUWdjN1RJZUtMNFRRTC1CcEI3MlY3U1l2aVI2UWQwT0twSWdiLTlVdWRYSXlxUy05TXVuUjZzX2x3eXVUUkZXZ2owenc9PQ== | Z0FBQUFBQm9ORzgxbGhNLXJoX1h2eVFBTnZibnRCWFRad0xsYWxzYVZ1UE1rR0ZPaU16TGl1Njg1SDY1NG1jZGpwbDFzVUpjMHQ5Tkk0RC0tbmw4bVk2VnRwdFpicnhFcWJlWDFMdmJqU0xXNkczd290U1NuXzVvcVhNLU9YM1Vib2EtOUd6U2ZRTzQwb2VfTWh6SVQxNExMYndDVnh5cU1sT2tlUHNvTFRLbWdCcVktRlNfNHRESTJVclR2N2NkRmNsd253MmNSR0dtOC1URXhQeW1QV1F5Mk9YVEJUblVJZz09 |
That team is overrun by WR's who all think they're the best and deserve to be #1 in the pecking order lmao.
That locker room is going to be so cancerous, and it's going to be a nightmare for Fantasy with them all eating into eachother's workload.
Jayden Reed seemed like he was going to be a good value next season, but now?.....Can't see any of these guys finishing top 24 | r/fantasyfootball | post | r/fantasyfootball | 2025-04-25 | Z0FBQUFBQm9ORzh5ZXluWEZsRVZ1b0lwT3lNcFAtbm5NSWV0MFdXM2hNRkdUaTZBbWlUTTZoNnBBU0Nwa0pubk9DaFJmSHY2WE1fd1dVMFZVRjVCNm1KSkpnX2xoWWNiNmc9PQ== | Z0FBQUFBQm9ORzgxXzVwcnl0Vmk0cVQwX0NyOVd2QURCMEVMREU3U0h2NUNjTjVwNkRLdWNRREYydWZVZWdTT0JIdzZFai1SbEZjZXRLc1NMWkxlM1FBZlNlbXVQMFUyWXhoNGNRd2FkMWs2cXFIOGxMaFM4bU45X2NfSXJMZzBrdURvSWF5VzBBOGprRUN2YXhLRG1NSVBfTzRIdkJ0UHJwaXAwa3ZYQjdsbTJsZTVDcTd2NUdGWVFTRmRPLXgzdlRxcG8xaDNrdmZLVlIycVQ1MEJ1ZWFwUE5rM0pONGV2dz09 |
I am new to crypto and interested in purchasing some coins especially some meme coins, which crypto would y'all suggest that is going to explode I know nothing is guaranteed but I would like some advice, I am thinking about $TOSHI, $PEPE, $BONK, $SHIBA, $FLOKI and $KASPA.
What are y'all thoughts on these and any suggestions for the next bull run thank you. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-25 | Z0FBQUFBQm9ORzh5QUlJdjU5U0U4ZVdEV21LZmpoNm4xczZ2eUJZQ0RIc1FUM0ZnUjlDTzF3UWo2NXpDejRsWHE4TFF5MTVkZk5jRlcwSDEtWUhFalBRV0Y3RDQzbm8zNGJtWnlpajFuMkR3NW5jaVJwaUk1bUE9 | Z0FBQUFBQm9ORzgxUTd0dEFxa1pnTUJ4UU54V2FxMGlEclU3U0VfVUJWd0UwVm5DejBBVjJyMTNkcXNnS0dDU2lvNlFJT0VSbUt3SzdsM0w0bklHcmNoeVQ4WDhLYmVWQld1Wk5lYlZSekpfbzBLYTlTWkRPTFRJM29ndDdUM0s2MG00WXhvOW02ZExHdlcweXZNTnZpbEdZeWI5OWVWMU9IV3M5RFJqdHNfbTlIYVNwdklCUWUtTXFJcDluSFctd3dKOGNrM2c5dWk4 |
Back in early January, I saw a note saying gold might finally have its moment in 2025. At the time, gold was around $2,600 an ounce, and most people were still focused on tech and AI stocks. Honestly, I didn’t think much of it.
Now it’s April, and gold just crossed $3,330. That’s a 27% jump in four months. And suddenly, fund managers are calling gold the most crowded trade on Wall Street beating out tech for the first time in two years.
A lot happened, Inflation hasn’t cooled down as much as people hoped. There’s still a ton of uncertainty around interest rates. And global tensions whether it’s Ukraine, the Middle East, or China have pushed a lot of people toward what they see as “safer” investments.
Instead of buying physical gold or a gold ETF, I started looking into gold mining companies. The basic idea is this: when gold prices go up, mining profits usually go up even faster. That’s because their costs stay fairly flat while the value of what they’re digging up increases. So you get more upside though more risk too.
According to my research there are three types of gold stocks I’ve been looking at:
1. Major producers — big mining companies with steady operations.
2. Junior miners — smaller companies that might hit it big with a new discovery, but come with more risk.
3. Streaming companies — these guys don’t mine gold themselves. They give money to miners upfront and get a portion of the gold in return. Less risk, but less reward too.
Here's what I've been tracking:
Wheaton Precious Metals (WPM)
This one is a streaming company, so it doesn’t operate mines—it collects a share of gold from others. It’s a lower-risk model and still benefits from rising gold prices. Production is up, and they’re projecting long-term growth. The stock’s up over 50%.
Agnico Eagle (AEM)
Solid company with operations in Canada, Australia, and a few other places. They’ve been steadily growing reserves and investing in new exploration projects. Up nearly 90% this year.
Kinross Gold (KGC)
It’s up over 120% so far this year. They’ve been selling off riskier assets and doubling down on stable regions like the U.S., Canada, and Brazil. They’re also using AI and automation to cut costs. It’s starting to pay off.
Gold stocks have clearly run up. Valuations on some names especially the streaming companies are looking expensive. But at the same time, demand is still strong, and a lot of people see gold as a safe bet if things get worse economically or politically.
Would it be safer to just buy a gold ETF instead? Something like GLD or IAU?
| r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5dUJIOGtxdmMzam9OcHFiWjhHeG5JaTNfcHdLcmFWX1NzdE16dExETDNHMG1qTXZtUnYzSFpXemUtLS1FdEVGZDJKT1hXWkl3T3NkbnRtX241Z0dQRXh4ak1Uak9SNjNYdUpLOFp0RmU5TGM9 | Z0FBQUFBQm9ORzgxNVZnR0RJVWU3X21ydUxkVDFCTmszV0FCVjZwd09CWDFzWi1fdlBBdGJMdnMtX0tvZmlrWDNtbjRtbFpSWFNlNFlyWjdHZDdpNWx0MDZlNUMxVnVQLS1Uc09EQ1c3aHg2SFVIMlBlMk5OeGhuaHQycl9MdmliSU40UE45bXNQVzFaVmhZRi15eWFwODJnN1B6RUFmZEJTRjJmTFM3bUJJSXNkVm9QdGg3YVdBPQ== |
What language should I pick up to trade Bitcoin the same way I trade Gold and Forex on MT5? Coz... I can't trade bitcoin on mt5... it's too expensive 😫 | r/algotrading | post | r/algotrading | 2025-04-25 | Z0FBQUFBQm9ORzh5aWxSZDRSNnNQVDZCRUZ2OTVnZ2ZoaXJNY1gzWjhTQlliTzl0UmhTbGpYcmt5WFgyUHl2SjJ2dVI1bFR3c1l4T1hGUTZpVWlyRFJnUk4tM1llYXUyQ2c9PQ== | Z0FBQUFBQm9ORzgxcm5kWWJSNnVGS0ZrUGRUcVFyYUJzVzBobV9TUi1uN0pjczRzTmVweEt3emJwaHUwd2g5cEFKTTZKaG4xenlEV2s1SWhfYzF6WHo1TnIxUlU3VVFCSEozci1PbGIyTmViRExEblNDVHpMa0J4akkyNHpHMnlQS01rYmFTbmxFNXgxckxYY2g0MFJ3STB3NkJaSHlWMjl4cTRlVWtlX1pMWl9xSTY2MDFieTFZMjdkUkpyLWxsT1FaNmxPV2pYVEpjMmQzYWZjUlVqcHd1SnE3VnlvV2pjZz09 |
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 | 2025-04-25 | Z0FBQUFBQm9ORzh5dWpXNVJZSnZraGlSbHd1cEpyZUd3bG5tekVVeDM2ajRkLXFQQXRBMlhrdUNWX3hqdUt0amRPOU1UaEdvU0p6NFBHZjEwNWlrYXU3Q1RLX1NnTDZWbHc9PQ== | Z0FBQUFBQm9ORzgxY1JtLVQ0a1BUam9jVHZsSkJZX3FMNHBIWDdocmRZSEE3bkJhaVFOTm5aSGF5S29Nc3N1cE5HVjNqMG1RTnBkLTFLdVBfVUxkbDJKVWt0czltOEZMWVJOZGtHVk9hNFFTaUl3bTVzc01aUk9MYWxEbERFZHZPMG9NaDZmYkFfNVl1OXEyVXhYbmJYcWttdW1mVEZRRDlCbG9DbkZOYUktN0tNTzNwenZmaEVTZXhsa1JBSGI0TFhRUFdHN2g2OURW |
When I exchange or sell, say, 518 euros worth of SOL into euro, I end up with only around 504 euros. That’s a 14 euro difference, which feels like a pretty steep loss just for converting. Is this normal? Am I doing something wrong?
I’m mostly just switching from crypto to euro as a kind of stablecoin until I reinvest again, so it’s not like I’m cashing out completely. If anyone has tips on how to reduce this “fee” or avoid losing so much during these conversions, I’d really appreciate it.
Thanks in advance for any help!
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-25 | Z0FBQUFBQm9ORzh5VFZlM2g2S0lpbzlsaGNvQUVteW1yRlo3cnlFcVN0cldZOG9aY084Y1JCdnNCUzF5clBWZU81VWkyZ0dDQVJtd1NEenY0NVAwSEJMM2VFRVJWNG9MMGVaMFQzeHhmSlR5YVN2dUE0czBRckk9 | Z0FBQUFBQm9ORzgxV2JtQThjN05Gd1VkRjgtSlV4c053QUlxel91c0RtRWF2OXNaSUhaelcwX0piQVpQZFRkV05UYWJYRmFsWWJmNTJUOXdTLVJIV05xRWVXV2JfMGlwblphaVl6VEIxdHdWWGpONVZVRW5fbG8yYXR6MlNHY0tqWkZvbmVuYmI0dXNMdDVWUjh4VWxDcnhkOE1MTWRTeDkyY2QxN2JjbHJzMmZwNU11UlU4RlM1RHpxalRiT1VoZnQzZVN0elNQSHFz |
Oligarchs have deleted all copies of the graphic novel "First Woman: NASA's Promise for Humanity" from US Government websites.
[https://nasawatch.com/education/you-can-still-read-nasas-deleted-first-woman-graphic-novels/](https://nasawatch.com/education/you-can-still-read-nasas-deleted-first-woman-graphic-novels/)
If you understand why we have go to moon, some bitcoin in an irrevocable trust may help you get there. Save the world then we'll balance the books.
https://unspent.cash/moonshot | r/bitcoincash | post | r/Bitcoincash | 2025-04-25 | Z0FBQUFBQm9ORzh5RzNncXVheUtYQjQwc0RWZERWTGlwWXVtZWRLMzIyYjJwbWN4czcwcmNjaWRDTWVIaWFKMUhMbENXeTFWRVZsMEhOWDdNelNsdE1FSHNub1RVYVZidnc9PQ== | Z0FBQUFBQm9ORzgxWVhaMFlVTE1Ha25lbHJObnZvQmtha3pzTjBJdEQxWUhHVGgwZXp5WFU3eFUyM2o5dkx1MGxnR1oyZVRXNnJCbUpJcnBxbVhySVVqdkpPZEFlN0MzZ2pFZlFTVGo4LVFUd25YNDdqcXoyQlNWQ0JzYUVSS0gtNFRkWjFTbHg0Zzl3dGZMc19YQ0ZFQThIcjN5aXZGVk5ibFF3aTdWbDRQeE8xZGlBMHJ2WTYtNWViQXpPbm9Ga3VCSGxVdjhyb2JTYWtBSjZVei1DNENxUVJkeURfYUx4UT09 |
[cumulative pnl](https://preview.redd.it/m05wp7ogxywe1.jpg?width=1178&format=pjpg&auto=webp&s=6040fa0c37fca9a55d2bd6098df6328884238eb2)
[returns](https://preview.redd.it/at15yg3ixywe1.jpg?width=1500&format=pjpg&auto=webp&s=66a3041a04ac34c2d724574e70b5e7b31ee58ecf)
# Hey there! So, I’ve built this little monster—an algorithmic trading system that’s been live for a month, running non-stop, and delivering decent results trading just one coin. I’m proud of it (it’s alive!), but now I’m itching to scale it up and make it even more profitable.
# The Current Beast
It’s been a wild ride getting this algo up and running. Trading one coin with consistent results for a month feels like a win, and I’ve already gotten a bit greedy by bumping up the trading amount. It’s held up so far, but I know there’s more potential here. So, how do I scale this thing without it blowing up in my face?
# Scaling the Current Setup
* **More Capital:** I’ve already increased the trading amount, which is an easy way to scale. But here’s the catch: more money means more risk. The algo’s edge might weaken with bigger trades—slippage and liquidity issues can creep in and eat into returns. I need to watch this closely.
* **Optimize the Strategy:** I could squeeze more out of the current coin by tweaking parameters or adding new indicators. Small improvements can compound, but I’ve got to avoid overfitting—rigorous testing is a must.
* **Add More Coins/Bots:** Trading multiple coins sounds exciting, but it’s not plug-and-play. Each coin might need its own strategy or adjustments, and correlations between them could mess things up. One dud could tank the whole portfolio if I’m not careful.
# What Was Your Next Move After Your First Algo Worked?
* Develop a new algo to trade different assets or strategies?
* Increase the capital allocated to your existing algo?
* Explore new markets like futures, options, or DeFi?
* Optimize your current strategy to squeeze out more performance?
* Or something else entirely?
How did you decide which path to take? And looking back, what advice would you give to someone like me who’s just starting to think about scaling?
I’m sure there are a ton of different approaches, and I’d love to learn from your experiences. Plus, I think sharing these stories could be super helpful for others in the community who are on a similar path.
Looking forward to hearing your thoughts! 😊
https://preview.redd.it/yebtapukyywe1.png?width=1907&format=png&auto=webp&s=4dacbb8d44cc7b41eae2dd0e29f876301ea65755
| r/algotrading | post | r/algotrading | 2025-04-25 | Z0FBQUFBQm9ORzh5Sy1LNnVWckJwVENjZ2RLaHNSZkR5UlhnbjNidFpfZDJUVTUzenhrT292NWNfRG9qbXVMVnFlYkFaUTE4UzVwTVh4aHRZTjNTQU9mV2h5OFcyaUdGakE9PQ== | Z0FBQUFBQm9ORzgxRGM1NEdOVGlKV29oMUdCT0F0Y3VSMXVLenYzU21zV3JyYUZDaXFiYlYtS1dLajJZdVo3RFpGaEQwd3AtZTJXZ043dE52N0hVT3pWTXFBSXNFZHJmRjlkVHNzeEs5Z0xuOUhfNXNfd0ZWVi1Lb3VvcW1lTUdZdnVockl0eWZkc2FjZ3dISVV3QWg1NTA5TkFDelo3TElabzdLcjJYeUx1Q21HMk1acm81TU0tUUt0aW9UVS1tMGFhbURCSHo0bUZl |
So i am going to be honest here i fucked up, i have been in crypto for a few years now and i was that dumb to fall into 3 holes in 1 year, my btc wallet was drained, i lost a lot on memecoins, and i lost another big money on futures trading, now my wallet is worth 20% of my initial investment, before you say booo, i know it was all my mistake, but i still believe in crypto, so here is my strategy for the future as i am still 18 and i have time for the future markets, so from now on i will keep my habit of investing 50% of all my remaining money after expenses, but from now on, 50-60% goes to btc around 30% goes to main alt coins like eth xrp and sol, and 10-20% goes towards small alts, like i catched some small alts like mantra at 2 dollars and i sold at 6 or i even catched xrp at 50 cents so yeah that is my strategy, if you have any opinions on it pls share it so i can learn from it. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-25 | Z0FBQUFBQm9ORzh5cW1ESWVNcmo0bUVPenhpbnBjckFCbzRycW5yQXpiQndmUllfVlBkZEJTUW1WNXRqVElwR2Q3NlJlcG1oR2NfODRZbDFrLWJ4b0JhRXd4ZU9xSFgxdGMtLV9BY25LOVZMU1Y2WTBfODBxb1U9 | Z0FBQUFBQm9ORzgxUkp6TVc4T3FaXzZaLWhmZ1NyNkllbmZnMGtDbXJrakZOWThMSTZ3Q28yNkU1V1BLVF9PR1hteDBQVzZsRW9GckxtUkNvUzI1UXl6U2V4OEVNdnRHTUFNdER3YWUxMTRoUjBHYkFXZUdqREpfdTFWbG5DNjQ2Y3U5aGJSTVFYQzB2OV9sb1RHMTcxQ0dZc3daNFBsMk92eUhiN3RVQTBMY3o0OExFYkNIX05WbWhsOTR0UVVFdlNUUlo4TkdNVFRq |
After one night of the NFL Draft, Najee Harris has to be one of the biggest fantasy football losers.
Harris had a real opportunity to get more than 50% of the Chargers' rush attempts in 2025, but after drafting Omarion Hampton, the 50% or more IMO is gone.
Couple Harris splitting carries with a first-round pick and Justin Herbert throwing the ball, if you traded for Harris in dynasty or already drafted him in best ball, it is time to temper expectations. | r/fantasyfootball | post | r/fantasyfootball | 2025-04-25 | Z0FBQUFBQm9ORzh5U2Q2ZWczUGtpV3NNeDVjX2ZtZ2ZXeHZqZlNWRG1lT21fMjI4SWZNUUpLMzZrVDdZZTFPN0RNbmJ4UW82alNhUndPdUY2NF9Lcl8yaDYtelctQjkwbDJadk1sNVRHaTFkUExkSm5QNklCdlk9 | Z0FBQUFBQm9ORzgxLW5KYVg4Uk5ZYUJQb2pCaVJZNG1rcU01TzBCeEFnRWpwWW96cUcwQkJFdU9ZdGtidlctbktQdWhWbjdoekhteklpT0c3RHZYWkxwdGN4NDd1eXc0MC03Y2Qya3FzOVppQmNuVjdzVnRIMXItclZYX0YtOWxMdFEzU3RCNlFYOXVhUEw5bjY0TmlNMExNS3h6LW1peDJIWHlxZW0zN09jelpHRXo3OUVmVVFWQzU4MGN3ek5nTkV3V2hBTXo2UFpLTVc4elNjRU1PSjBKaUNvU09QZE90dz09 |
As per the title, I am bit surprise that it seems not possible to transfer any possible amount of your assets from the official wallet of Bittensor, but only quantities limited to cents.
So, if I had 10.12345.... TAO, I could transfer, net of transfer fees and the "existence" amount for the address, only 10.12 TAO.
This is rather unfortunate and disappointing for two reasons:
1. this limitation is not clearly explained on the entire Bittensor ecosystem
2. even if thousandths of TAO, we are talking about money and value, and net of costs, as the sole owner of my assets, I want to have full power to transfer them.
Is there a way to transfer also the thousandths of TAO?
Are there other wallets that allow this? | r/bittensor_ | post | r/bittensor_ | 2025-04-25 | Z0FBQUFBQm9ORzh5LW4tRDFkMUVqWERNWmduSGF3ckdjRDg4ME80U2x3U1NQYXNjelVNV3FRTUJxYU8wV2hDbzd1YnBLNHpfdmtUdXVvOUdhYnJrc054VXk4bHFXMl8ycnc9PQ== | Z0FBQUFBQm9ORzgxTjdqaFpFRG8tMzBpWTRqWTVlaTh5eDhVQnBzME5mRWdud0hsTUZzdG1qQkJ6YmdyYUdYOUdhX1JPM294Z0NvdFNpSFNra3FEZnVTcUdLS2N5ckJ3RDVPMWdEdG41d0FyTVUzUEFPMjdPNi1CQi1JdVRDY2k4VFFhb012T2t1ekpVRDNWVzlmWUNCa2xVczduY2hmMTJtTnhydXFJR3kzcS1NaGd1Y1l0M3h0c0c3YXZNME54dlJGSUJJZzJpdDc5b1pPV3RMRzh1NG9OTlJTeUZzcjZQdz09 |
It seems that it is possible to stake TAO only from 0.1 TAO and up (i.e., >=0.1 TAO).
Is that a limitation of Bittensor Wallet or a general policy of the protocol? | r/bittensor_ | post | r/bittensor_ | 2025-04-25 | Z0FBQUFBQm9ORzh5TmtUOHZjRjBxNS02YkhndmtUUEY3TTdPNVlsSzQ2Z1U1dzZqVHhLa3NzUTIwdGFUajctS1hkNTlwc2VGYVhKemZkZFBzOS1xNWhDZzdwTURSbVJLb0E9PQ== | Z0FBQUFBQm9ORzgxNncwVURJRkNiVEZ6MVZaNk9qQjNlQTBHQkw0QjVCZnZsdjJzbUpScUJfY2lQMV9fclluNlQtUndJMGpvZEh0bEdVRV9rMEYzN2tYcXBIaGpKT0R5a29hU0xWUHZmZ1gzR2pvamN0T0ZhMFhfa3VJUWcwcVVMbjF3V3ktOFdvNzFSVU9uVDJqZTVzVjdjMFdKVHV4WVhEWFlXOG1MS0RzTGFnUlBtY0pFSnI5d3V4RkdjWl9wc3Y1N2xrc2xQWFJK |
It’s Friday. Let’s keep things light! Here are superlative awards for each of the 10 fantasy football relevant rookies selected last night in Round One of the 2025 NFL Draft.
And feel free to let me know any made-up awards you would like to give out!
**MOST LIKELY FANTASY ROOKIE OF THE YEAR**
- *Ashton Jeanty, RB, Las Vegas Raiders*
They did it. They actually did it! The Raiders were THE most running back needy team in the entire league. Ameer Abdullah was their 2024 leading rusher with a 66/311/2 rush line. Barf.
Jeanty now steps into a backfield desperate for production. The Raiders averaged a league-low 3.6 yards per rush attempt in 2024 with 1,357 total rush yards. Ashton Jeanty had 1,733 yards last season *after contact*. Give this dude 270+ carries and he’s easily a fantasy RB1 as a rookie.
(Remember relying on Sincere McCormick to win you meaningful fantasy games last season? What a time.)
**POTENTIAL BIGGEST ROOKIE STEAL**
- *Travis Hunter, WR, Jacksonville Jaguars*
It’s not known for sure how much Travis Hunter will play on each side of the ball. The apprehension to select him may exist when your rookie drafts roll out.
Hunter could go anywhere from 1.02 to 1.07 or so in 1QB dynasty leagues. It all depends on the managers and opinions of those managers, but anything outside the Top-3 or 4 could be the steal of the draft.
**BIGGEST FALLER**
- *Emeka Egbuka, WR, Tampa Bay Buccaneers*
This landing spot isn’t a fantasy death sentence for Egbuka by any means. There were just a handful of landing spots that would’ve been *immediately* better for him (DEN, HOU, WAS)
Egbuka is a fantastic route runner and should eventually emerge as the 1A or 1B in the Buccaneer’s offense as a high-volume possession receiver. In 2025, it’s going to be hard assuming Mike Evans, Chris Godwin, Jalen McMillan, Cade Otton are all healthy.
It’s worth noting that Evans is in the final year of his deal and the Bucs have the option to decline the final year of Godwin’s deal (2027).
**MOST LIKELY TO DRAIN THE POWER OF THOSE AROUND THEM**
- *Tyler Warren, TE, Indianapolis Colts*
Warren can do it all. He’s a solid receiver who’s tough to bring down after the catch. Warren can also handle touches out of the backfield, has been known to throw from time to time, and is effective in his block.
The rookie tight end is going to get and stay on the field early and often. Warren logged over 100 receptions for Penn State last year. He’s capable of handling a high-volume workload. His presence in the Colts passing game could be bad news for Michael Pittman and even worse news for Josh Downs. That’s without even discussing the Anthony Richardson/Daniel Jones QB competition…
**MOST LIKELY TO GIVE POWER TO THOSE AROUND THEM**
- *Tetairoa McMillan, WR, Carolina Panthers*
It cannot be overstated how important drafting McMillan is for the Panthers. This team traded up for Xavier Legette in 2024. Then, a week or so ago, said Legette can be a “DK Metcalf type guy” for them.
That’s not to say Legette can’t still have a significant impact, but drafting McMillan is a move made to support Bryce Young and, in turn, the entire offense.
McMillan is a large frame WR with big hands who can catch almost everything. If he’s not demanding defensive attention, then he’s going to feast. If he’s getting the attention, then players like Legette, Coker, and even the run game should have more breathing room. McMillan can legitimately command 100+ targets easily as a rookie, though the quality and level of production is to be determine.
**BIGGEST RISER**
- *Colston Loveland, TE, Chicago Bears*
Loveland should’ve had everyone’s curiosity before the draft. After coming off of the board at 10th overall, he should have everybody’s attention.
The Bears are likely to run a ton of 12 personnel with Loveland and Cole Kmet. With the first pick of The Ben Johnson Era, it’s impossible to overlook how high of a ceiling Loveland may have even as a rookie. If there’s any dip to buy with the Bears still, especially for the Caleb Williams haters, it’s worth checking in on the price of DJM, Odunze, and Loveland.
Loveland is a natural pass catcher with speed and effective route running. You can take Loveland ahead of Warren in dynasty rookie drafts just as the Bears did in the NFL Draft.
**SAFEST FANTASY ROOKIE PICK**
- *Omarion Hampton, RB, Los Angeles Chargers*
Between J.K. Dobbins and Gus Edwards’ departures, there are over 65% of theoretical RB carries available from the 2024 season. The Chargers signed Najee Harris, but the contract is more of a backup RB deal than confident lead back contract. He’s playing on a 1 year, $5.25M deal with an extra $4M in incentives.
The Chargers spending 1st Rd capital on Hampton is extremely significant. They are one of 8 teams with 10 or 11 picks in this draft. They could’ve waited to select RB later especially in a deep class…but they didn’t. Hampton will step into a significant amount of volume, behind an awesome offensive line, on a run heavy team with little competition.
Dynasty, Redraft, whatever. Hampton has the highest floor of any rookie right away.
**ROOKIE MOST LIKELY TO GET DRAFTED IN FANTASY BEHIND PLAYERS IN ROUNDS 2 and 3 of NFL DRAFT**
- *Matthew Golden, WR, Green Bay Packers*
The Packers haven’t drafted a first round WR since 2002. This should be more exciting than it really is. Golden steps into a GB offense in need of speed and a field stretcher. He can do that. Golden is probably a better 2025 Best Ball pick for this reason: chunk plays.
His value could improve in 2026 assuming the Packers let Christian Watson and/or Romeo Doubs walk in free agency. It’s just going to take more than 4.29 speed and 1st Round draft capital to convince anyone he’s worth drafting over some other WRs still on the board that could end up in better situations: Luther Burden, Jayden Higgins, others.
The Packers should continue to lean on Josh Jacobs and keep Jayden Reed very much involved in the passing game. They may not be done drafting WRs.
**ROOKIE MOST NEEDED TO HANDLE WITH CARE**
- *Cam Ward, QB, Tennessee Titans*
In Superflex rookie drafts, Cam Ward is going to be a Top-5 pick, if not Top-3 for some. It’s encouraging that the Titans stayed put and invested in him despite drafting Will Levis in the 2nd Round two years ago.
It would be more encouraging to see them draft another impactful wide receiver. Even selecting Ward’s Miami teammate, WR Xavier Restrepo, is a step in the right direction.
For now, though, it’s Calvin Ridley, Tyler Lockett, Treylon Burks, and Chig Okonkwo. There will be growing pains. That’s…something.
**ROOKIE WITH MOST LONG-TERM POTENTIAL**
- *Jaxson Dart, QB, New York Giants*
We shouldn’t see Jaxson Dart in 2025. He has Russell Wilson and Jameis Winston ahead of him on the depth chart. That’s a good thing! Dart turns 22 in a few weeks and isn’t polished enough to start Week 1 despite being a 1st Round pick.
But, 2026? Head coach Brian Daboll will probably get the chance to see the Dart experiment mostly through if he doesn’t survive it. The Giants have Malik Nabers, Darius Slayton, others under contract but hopefully add one or two more significant pass catchers before Dart gets the nod.
Dart has a good arm and is far more mobile than he gets credit for in most discussions. He could very well flop, but he’s good and bold enough to keep Nabers’ value afloat. Nabers alone may give Dart a clear higher ceiling *today* than Cam Ward in fantasy football. | r/fantasyfootball | post | r/fantasyfootball | 2025-04-25 | Z0FBQUFBQm9ORzh5dUpoYTd0TEFEUnpDR25WQWpna2hKZ1dEZFhVZGxMdW5naXFLcXMtYjduY0IyODR5WE9XMmM0TmlzbXJWWDNmOGhoS2psSG42Q2pvMmFLSUJ3Y2NQNnc9PQ== | Z0FBQUFBQm9ORzgxc2hvb3BZUzVSRmVsVHQ0amVMbWJ5djRTb1hDek1TN2RfMGxLVldBQ203NG1Kc1Y1U0IxU3VNRlRsVWN4TkRrNWJGSzNnMUp3OWdGdE1fZVlsUkhVaTVwcXp1WlZjR2wzbHVNRi1yYk1IOV9tWXhSY1JPN3diWG4zVENUam4xREk5MHgtNEpWODRxZG42djFHYW5MMnFpR0s2TE1OWjBORHJ1aXdOWkxaVHNTQU4xbnJ5VnprSVpURDBwMFVzYWlrNUpHOHhyS1ZvZE9QNnd1UUN1bl9rUT09 |
Hey lads! Iv been investing in crypto for like a month now and have made some good returns mainly from sui skyrocketing and managed to convince my parents to give me some more funds ( if it's not apparent already I'm under 18)
So the market Is pumping now and it got me wondering should I invest now? Or wait for a while for a bearish phase? I heard that timing the market Is like gambling so any input Is welcomed <3 | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-25 | Z0FBQUFBQm9ORzh5Q19wcUlVV3BRQTJhd1U2MUp5a1BWbGhnUXFDdGV3bGNTdnZvOUdHV0J3WHpwbWhxNjJuN01aUWJoODIwT1llcHdSZS11Z3hYS3poWXVsamlZNGk5ZFZzMkl1UU9TTUphNm54eGN5czVvcG89 | Z0FBQUFBQm9ORzgxUl9fY3pockNfN0VDOGFCQ0pPVXdWVDJIZm5qTnQtajJIRndZRDNkbEQ0TFZHY3JvaXl4dS1IanRZcFNwcFdFdk9iY0F4cGNEQWlfZXZ4UU5fclJkaldfaThtX1FiUWVWekhSNkJTLXdiWHRPMV9VZk1NbVVpNG1yUXY4OUxFODZodjh1VmwzWThhSkVkY1lKazBhcmJFV0ZQS3BlcUl1X0tzZDVEeHZ4aFhjPQ== |
Every single crypto or token seems to be following US stock market when it opens, if not, then it follows stock market of Asia or Europe (you can see how it crashes when it opens usually). So the question arises, how much of stock market is managed by trading bots of millionaires, billionaires, hedge funds, etc? 50% 60%? | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-25 | Z0FBQUFBQm9ORzh5bkJvMm45T1FPUjAyOTJVZzBtQXRSTEhKVkNHYXpLTVlPMEVUdnRUcW1JbVhsUkZTTzlab1RlRV9yemFmaC1WaXlTVE0wUlplR1I2QTVBZG1TSzJxTWc9PQ== | Z0FBQUFBQm9ORzgxcTBWV1poYnl1aFpaQmVvaVBKNFFpNTBOLVF0OF9VYnh2WXR5MXN4YWpDSDdSWlp1Z1ktUFhsdG9qbzA2TXlTaEJ1UVprNUpfUk5IMF9qcXRIYjBkM3VTeEFjTzkza3NMSXRnLW8xLTJveHhCUVhNaHNiOGhyM0FBa1NxcXpHVlhMamVkelhUT2FHa1RVTWxCUV9EUGFtWXJNSUFDcThuVUoxakFRMmg2ejJ3RlVuYWtxY1BsUmVtZ2ZhQXZYU0E2cTRoQ21fWF9uSFViWVJtZ0tKWDg0UT09 |
revolutionary coin that no one cares about | r/filecoin | comment | r/filecoin | 2025-04-25 | Z0FBQUFBQm9ORzh5Umw1WnJIaWZHc2FWQ0M0M2VITG1ncVlZdmRFaXhMWC1XdGpLQ1NhNnk5UHlEVG45NEdiUlJGb2RCU2lBWW1EVklqY2FpQUVsZWtIbmYxWUpkMlY3bVE9PQ== | Z0FBQUFBQm9ORzgxSWQ3VWw2OWYzZzk5cXN4X05QZWxBM050UzRhN2RqaGQzSWRQQXJzampUQnhkN1Q2TE5nRjE4VlV2OHBpUVFkUnpPZ00yVVg0VTNvRmI4MUo3b2RPakJiM3FoYmlDRGFrY0tzNjA3WWkwZGFBbHFxLTE2SjJ0OWdzSWhsQURhbVpLcl94S0FDYUZ2LWVtRXIySTVRTThwU3hDaDBMTG9zNTFfM0JHbUQtQTM0ZWN4QVZQX1docjl3MmlmaERsZ3VzMl9JbURtQlFRbmNtaFNHQzFjOHVNUT09 |
Filecoin is the future | r/filecoin | comment | r/filecoin | 2025-04-25 | Z0FBQUFBQm9ORzh5NF9uWDF3U2JnejhVUzRuMmZzaUpQZU9GY0U2SjNTS01fUS10MFJiVUVwbktkZGtPeDdtS3NHc2ZnWVl0VUl1M0J4UkxxQTNJSkl6YkFFSVByMkQxUnE0bHhZdlp5Vk1wR0NqYkhXNlBNb289 | Z0FBQUFBQm9ORzgxZGlaY0xsYzFxMW1VTTVoMWE4RWtZSEVadHpxY2g2WHJHSEV4WUVxc1dIV216V05IZWJxeWlxZHZOd3g0c2xIcHVKZ1hLOU1ENURsRl9CQ0ZybW1RamN2elZXVjdCM3FDSHBYU0tGUXY5WDhNcVJqdUJCTzVoWmJtUWdqVjRoNGRqOEZua2NnM09GcS1faUJMX25ZaXJyRW1uRldsQ29xNnBBUDd6ZkVnSk5yZmc0MmZocVpJNGFZb2t2S2I1MDdvQ01LVVJPMC1takw1eUtEY3ZpZ29DUT09 |
Everybody’s on filecoin now | r/filecoin | comment | r/filecoin | 2025-04-25 | Z0FBQUFBQm9ORzh5dGxJNUF3TGZUQTdEWWRyeUR2TmROME9PNVE2am1ka0VoSHItLXpkdUc5elNIeTJQUFNxNmozc094OXd6UlcwN29Oa093X1ZUSnpmb3lya2xpc1RVVGc9PQ== | Z0FBQUFBQm9ORzgxdFVXS1VkdkV0T0VEQzNWeWI4S293YUl3cmVVRnE1LWMtZ2IxU3RkVk5wbDBCZ25yRGtPOFZqczNXNTVmejIyNXNsSDAzVDMyaXpSckxsa3FIX0w1SGFXSFZyM2pIZzdaZ1c1UlFKeFhQYmlWSEFWOXR3cWdueFBHSndjYVgwVHhiTVJta1pwNmYwRW1fZnlqZnJ6aDBDaFJ5MTdENU9ONVN0ZVhlZUVpVHdYYUhKSFpORWI4anFTUDhjdTROS0tISk13NnhaNTNScUtqOF9paUlTUmo5QT09 |
Good day y'all.
I am wondering what your preferred API site is for live trading stocks? I'm not that big into crypto. I am right now using Alpaca and Finnhub for historical data pulls for training. The last run I did on TSLA returning something stupid crazy like 94,500% ROI if I invested $10,000 10 years ago.
Thanks for the help! | r/algotrading | post | r/algotrading | 2025-04-25 | Z0FBQUFBQm9ORzh5SEdobnVkREhRZFlYdlplbU41LXZQS1lQQkE0ajdhUXVwVHc1dFF4MmpQQjlYaElnQ2pyOVJOZ3pkQmEySkdSSm5aZlFRQW1rVDBIR0JwSEFfYkQ4ZFE9PQ== | Z0FBQUFBQm9ORzgxSG9xekZ4RVkwaG8zcFJoajIyTXY0V0c3MURRLUZFaG1YVy0zUVRkeTU0YldlcEFKN1dVOXM3Z1hncFV0clJDdG1KN2dRY3hhOGppRzhGd0dhRWtRbV9NdVBnV2JLVDdwR0hwUlh2QzZscDludzg0cTNyS1RqMEdVSDU3SjNiQ2xlSFVDWjUxVFlNa2wtYXBTU1RoNHB3PT0= |
John McKechnie's [first round NFL draft analysis](https://www.rotowire.com/football/article/nfl-draft-2025-fantasy-impact-round-one-92292) is a free article posted on RotoWire now.
Unlock premium articles and tools with a RotoWire subscription... now **50% off with code DRAFT**. Sign up by Saturday, 4/26/2025 for the best offer of the season.
Here are a couple of John's takes, but check out the full article for more:
# Omarion Hampton, 22nd Overall, Los Angeles Chargers
Hampton was absolutely on the first-round radar. Mapping it out, though, the Chargers didn't clock as a team that was going to be in that market after signing Najee Harris this offseason. Still, they have to replace nearly 300 carries from last year, and Harris is on a one-year deal, so getting the best player available at 22 makes sense on its own.
Hampton is a nice fit in LA. At 5-foot-11 and 221 pounds with 4.46 speed, Hampton has a nice combo of size and speed. He was a workhorse at UNC with two seasons of at least 250 carries. He's not a great pass-catcher but improved in that regard over his three years in college and had good numbers in 2024, with 38 catches for 373 yards and two scores on 44 targets.
It's funny how, when stacked up to Harris, Hampton profiles as the speedy pass-catching back in this offense.
I can already see the angst from drafters trying to figure out how to value Hampton this year. Harris has taken at least 255 carries each year and has never missed a game. He's starting from square one in this offense, just like Hampton is, though.
I expect Hampton's redraft/best ball ADP to dip a bit due to the landing spot. He was drafted as RB13 going into Thursday, sandwiched between James Cook and Chuba Hubbard. I'd probably bump Hubbard ahead of him for now, but I'd still take a shot on Hampton over Joe Mixon or Kenneth Walker.
In terms of dynasty, I'm still very in on Hampton. Harris is a one-year problem, and it's not necessarily a bad thing that there's someone to spell Hampton during his rookie season while he learns the ropes.
# Tetairoa McMillan, 8th Overall, Carolina Panthers
McMillan drew the short straw this draft cycle in that he was that prospect who was put under the microscope and drug through the mud as analysts tried to find ways to poke holes in his profile. We see it every year. A guy gets anointed as the top player at his position only to have people get bored and try to "well, actually" him during a time when no actual football games are being played.
Ultimately, McMillan still ended up going top 10. He's the pre-eminent boundary wideout in this class with great hands and contested catch ability. McMillan makes the most of his 6-foot-4 frame to win 50/50 balls and can run a little bit after the catch, too. His 4.53 pro day 40 likely means he's closer to a 4.6 guy. That checks out in that the big knock on McMillan is his lack of separation ability. It's good that he made all those contested catches, but being overly reliant on those can be a bad sign. It suggests that if he's not separating from college DBs, it won't get much better on Sundays. And he won't be able to win those 50/50 balls at the same rate in the NFL.
Tee Higgins and Drake London are the more optimistic comps for McMillan, and I can see him reaching that level. I think his floor is something like a Kenny Golladay, which would be a disappointment for the eighth overall pick but still not a bad player.
Even if you're not fully sold on Bryce Young, you have to be encouraged by how he finished last season. You can get excited about McMillan's impact in a way that you really couldn't when the Panthers took Xavier Legette this time a year ago.
There are boundary reps ready for the taking for McMillan, and if he supplants David Moore as expected, he should be working in a part of the field that Young accesses well.
McMillan was a late fourth-rounder on Underdog at one time, but the negative press moved him down by about a full round. He's much more palatable there, and the fifth round receivers all have their warts for one reason or another (Rashee Rice, Chris Olave, Jordan Addison, Chris Godwin, Jaylen Waddle, Deebo Samuel).
If you're optimistic about Bryce Young, you have to be excited about McMillan in redraft and in dynasty. I can't say I'll be targeting him in every draft, but him being on the Panthers is not the dead weight dragging down his upside that it would have been perceived to be a year ago. | r/fantasyfootball | post | r/fantasyfootball | 2025-04-25 | Z0FBQUFBQm9ORzh5bEtGTFpQalBPeVVKdm10Ym0ybGlXVkpXTU5PeFNGM3liMElfUTV2RTcyY2t2WUVBVDFmclVtc2xPNVBvZTFDOUYyekxFbWVLMmRRZGVoeGd3S2hGb2c9PQ== | Z0FBQUFBQm9ORzgxdGNicWlYRFh0Q2FFcE1zRjk5cWt0MkM1TXdQUXg0ZGtNclJpMUZtcC1YWVJTWXNkQWsxYkZhWmpyc0lxMnQ2a1V5SEVDNDJOWUZCeXhGb1BmM1UxckRQRVNlZThCRjBhenBDQTRBMThOdjJZQm9rUXBpY2ZiX2Rma0JqSGo5X21EcWw5T0szYWVnanNCeGVNSVdDQkhxeF9TbmlpeWFDZ2ZYdXNhN1RiWndDN1VJVENGNlROS2tHakRSTVpvM3c0M3lqbGtBM1drRm96XzRDdXU1enNYZz09 |
I received the Quantitative Trader intern offer at Jump Trading for Summer 2025, just curious what's the return rate is like at Jump Trading? | r/quant | post | r/quant | 2025-04-25 | Z0FBQUFBQm9ORzh5STVELURtenhLZmVLUFNvYTRpSDlmRUpkdUVPREtvcW11azY0V01jS01hQmlyd0FEYVBicmFJd3lSXzR2eXpkY2pPM0tsMllFUnNjRTc4Vk9fRGpCaE9Xck9ERGpKUFhnSlJ1M0RZUU9UTzA9 | Z0FBQUFBQm9ORzgxZm82YVhzbk1Bdmw2dWlJblg1d2pHRlFCRnBZdmdubkp4WEdkbkJ0SC1XRWY0VWJoNGd6WC1GcHhVNzR1VDlibVI4VnFkZmt5eDE5X19tNHBEa3FFVGU1bHdXeEttTmloemcyLVVURE45ME4wU01YTG5HaFpkZ3BiOV84bFNxNE83Qm52MjJQdWJ4bERkSHpDenlRMXFtR1Z0TVFESDl4RWJhSFRuQnlWS0Nhc0lTcmtIUWREUkxudVEyX1B2bkR2 |
Hi I’m in NYC, making $97k and thinking of if I should do Roth 401k or Traditional?
I’m not planning to be a big C level person and while I hope to make a lot of money the reality is I don’t think I will be making more then $160k in the future.
Also I’m planning to move to France in 10 years or so and retire there.
What is better in my case? | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5RHRwMjBDVUlubk9YRFoxYUlUaE13a3pUbG5vU3RqVjMxNjF5RldvVjVORFJMejlWeXlKeVhZM3hNcnFtOVVPSXY5dVI0aDRpU0RiQjVwOHdPUVFoa1E9PQ== | Z0FBQUFBQm9ORzgxbXo4a0E1TlpTWVQ3RmFmYlR3Vk1UODAzbWRWV0NGMjZtR1M2ZzRBSldPaTFrc3dBOHdYRloyMkg4UVVibFQwTGgtdGJYbUp2WXNwampwc2ZwaGYta19Kb1N5VXpmTUUzbks2aEFRTDdOOWFVN3Nub2dSVWhXOEdvMnZCUUVLVzFUbm5oek9udjVZLW1tUHFWNktaWkV3cWxpRTFlNEJlTEhGQnpnRlBxdk1mdEtEMXhya3Zsb1kwYmhlTGFxY0lreXFqMV9BS3JyWWZlTndDSE1KSHFpdz09 |
I have my investiments in my 401k, also I have a broker (Chase) and I am wonder if a high yeld saving account is the best option for my emergency funds.
My goal is to use part of it to buy a house in the next year or two, but I am wondering if there are better options.
Also if HYSA is the best , which bank do you recommend? I am currently at chase answer they don't offer it. | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5N2VkOUY2REZ5N0lJNF9oSS1PWEZ5X0hEeHNmQ1lkWWVzQUFwV21oTDl1anFfY2VsNlNEa1hZZlFQZ3J0d25NdklHMVdzQ3p5dHZNR3Q0UHNnbnYwZkE9PQ== | Z0FBQUFBQm9ORzgxc1FwU3dqVlZMdGw2bzEtdWhYTWZRZTdQTlBYWUdmNVZxSGNlRDduYVFhUktuT1JOVEctZTVJMGE1M2RLRmhpUXJER3NFTmxGWVJsX1FYVXBtZ0wwYkdiOC0teUgyWC1nQ2FTRFp5NW03T21tZTBFdXdRSmxlQmthN2pYNnJmR1NMaUpZNFdQSGpxMF9POGhqY2N0OFI3VGZWd0VXZHlRT0ZDNGtpbzQ2LVFnPQ== |
Anyone using QuantConnect to backtest options strategies? I'm having trouble verifying some of the data/results and curious how others have approached this. | r/algotrading | post | r/algotrading | 2025-04-25 | Z0FBQUFBQm9ORzh5STFfNlZGNUF5ZEdxZ2hSNGJYaVdZbGoyMXdISWZKSk5Kd2JBMl9SbkJjekhaTEEycHdQS2pfMlVQZ0VxYmR5Y3duNkxGQVUxSVlwNFloZmktSHViSGc9PQ== | Z0FBQUFBQm9ORzgxbzI4dUdpSHA2dTBOeXY5OU1nak1tX24tN3pDaTFPMVczZXVQQl9ZbGhMMFRpZlZYUUlFd295X3dmN3d5TzgzWmlJMEk4cUlBWHJ1YWJpQmtCU1VDQnp2THFQeGRtQWZ6UVU5N2NJb0VlaWNYTXhkekMydEpqajJ1b293MmIyVmgtckQyY2c1UDRPaUZZeEcyVXFSZVdQcFJnSkJ0ZVdKVVNXdk90ZnJ3NmJhaGJHUWdISTBWbWoyUFZUd00zTi04 |
Hope people in the hockey analytics community enjoy this and want to improve on the model!
[https://github.com/tannermanett/Statsyuk-xGoals-Model](https://github.com/tannermanett/Statsyuk-xGoals-Model)
# Hockey Expected Goals (xG) Pipeline
A fully‑featured, GPU‑accelerated Python pipeline for estimating shot‑level expected goals (xG) in ice hockey. This repository exposes the entire workflow—**raw event data → engineered features → hyper‑parameter‑tuned model → evaluation plots**—so that students and researchers can reproduce results and propose improvements with minimal setup.
# ✨ What’s inside?
|Path|Purpose|
|:-|:-|
||
|`pipeline.ipynb`|Main notebook: data load → preprocessing → feature engineering → random XGBoost GPU search → evaluation & plots|
|`data/xg_table.csv.gz`\*(compressed)\*|Stand‑alone shot‑event table (one row per shot). 100 × smaller than raw CSV; pandas reads it natively.|
|`xgb_combined_gpu_random.pkl`|Fitted XGBoost classifier (best hyper‑params from 20‑trial search).|
|`plots/`|**Brier score**Auto‑generated ROC curve, , and feature‑importance charts.|
|`requirements.txtenvironment.yml` / |Exact Python dependencies (CUDA‑ready).|
|`LICENSE`|MIT—do what you like, just keep attribution.|
>
# 🏄♂️ Quick start
# 1. Clone & enter
git clone https://github.com/your-org/hockey-xg-pipeline.git
cd hockey-xg-pipeline
# 2. (Recommended) create conda env with GPU‑enabled XGBoost
conda env create -f environment.yml
conda activate hockey-xg
# 3. Run the notebook OR execute end‑to‑end via nbconvert
jupyter lab # interactive
# OR non‑interactive:
jupyter nbconvert --to notebook --execute pipeline.ipynb --output executed.ipynb
>
# 🔬 Pipeline walkthrough
1. **Data ingestion** – `pd.read_csv('data/xg_table.csv.gz', compression='gzip')` loads \~2 M shots in <15 s on a laptop. *(If you have more efficient formats—Parquet, Feather—just swap the loader.)*
2. **Season filter** – Drops pre‑2013‑14 seasons to reduce rink‑layout noise.
3. **Hold‑out split** – Seasons 2022‑23 → 2024‑25 are reserved for final testing (time‑based, no leakage).
4. **Geometry cleaning** – `clean_and_calculate_coords()` mirrors shots to a single net, removes outliers, and calculates distance/angle.
5. **Context features** – `add_prior_event_features()` derives time/distance delta to the previous event, movement vectors, game‑state buckets, and strength situations.
6. **Feature matrix** – `build_feature_matrix()` adds polynomial terms, interaction terms, distance bins, a “slot” indicator, and one‑hot encodes categoricals.
7. **Random search** – `random_search_xgb_gpu()` performs a 20‑trial hyper‑parameter exploration with 4‑fold Stratified CV, scoring on **log‑loss**.
8. **Final fit** – Winning parameters are refit on the full training set; the model is pickled to `models/`.
9. **Evaluation** – Notebook renders ROC AUC, feature importance rankings, and a reliability diagram for calibration diagnostics.
Everything happens inside **one notebook** so nothing is hidden.
# 📁 Expected directory layout
.
├── data/
│ └── xg_table.csv.gz
├── plots/
│ ├── brier_score.png
│ ├── feature_importance.png
│ └── roc_curve.png
├── pipeline.ipynb
├── xgb_combined_gpu_random.pkl
├── .gitignore
├── README.md ← you are here
└── LICENSE
# 🧑💻 Contributing
>
1. **Fork** this repo and create a branch: `git checkout -b your-feature`.
2. **Update** the notebook or add helper modules (`*.py` scripts welcome—keep paths tidy).
3. **Run the full notebook** to ensure it still executes end‑to‑end.
4. **Commit & push**, then open a **PR**. Attach the executed notebook and any tests.
Once a maintainer reviews and approves the PR, it will be squashed & merged into `main`.
**Idea starters**
* Optuna / Bayesian hyper‑parameter search 🔍
* Goalie fatigue or rebound‑context features
* SHAP explainability dashboard
* Probability calibration (`CalibratedClassifierCV`)
* Model card & data sheet for transparency
📜 License
Released under the **MIT License**—see `LICENSE` for details.
Feel free to remix, but keep a link to the original repo.
# 🙏 Acknowledgements
* [`nhlapi.com`](http://nhlapi.com/) for the raw play‑by‑play feed.
* `xgboost`, `scikit‑learn`, and `imbalanced‑learn` for the heavy lifting.
* OUSAC students for beta testing.
Enjoy firing wrist shots at improving this model—pull requests welcome! | r/sportsanalytics | post | r/sportsanalytics | 2025-04-25 | Z0FBQUFBQm9ORzh5Nk93RTNTazdWY1JGcHJ0Qk4xZUNnWW1qeDNHenl4cVVHUGh3aDJWOW5uT253V2hWODA0MGd5Ui1OZE5kWTBheUJhbWV0N1JhX3FxdVp6N29OSm1iM3cxdU5GcUl4OEJHWHJpMThDMUVfZm89 | Z0FBQUFBQm9ORzgxMjZWSXpsV0p4UE9TbUp5bVJiai1jMWloelIyRmdKRlZVZURaNGJPS0wzYnlSTW03ZWxFbldrVW5OVUZ5RWpNZVpXSkNNUGxnZGpHNTNnTkxacW1vSVZiYmtCVnBudlFaa1RhRklBRjJTellhaFA4bENqOGxCOFBKSURleUhpUTFlMWdmdkx3QUZnbnNYNVZIRk53dEthYmFNTXdSYVpUN2RaLUlOek9oZFZWaTlvaG1Jejh1TnI5RDFXQmZRSDdLeTlkWkxPdU9aNGdHdGpTTFljdFpJUT09 |
I am 19 and originally opted for an S&P500 fund, however after doing research and realising how weighted it is to the us economy I felt uncomfortable with the risk.
After reading the psychology of money and how it talks about reasonability over rationality I made the choice to go VT. Although the S&P500 may produce better returns (rational choice) I feel more comfortable investing long term in a VT fund therefore making it a reasonable choice.
I suppose I could go for the three fund method but in the instance where the US market goes stagnant I like the idea that a VT fund will automatically adjust itself to the direction of the market. Does a boglehead approve of this approach ?
I would like a boglhead approval on going 100% VT at the age of 19, should I be more aggressive ? | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5RjJaajdDS0dtOFN4NXg4VVNxdU9QRDd0bjV6Z2hjTnhaQ2tuSWh4TW5COFlGc2MzZXo0clZaN1Zrb0FIVWtiSnVVMm9XWTBPY3BCaF96dmxzNkVFX2c9PQ== | Z0FBQUFBQm9ORzgxX3ZMMmhhdzljdE1MU1FrempwX29BSl9FY3ZpS2Nocm92TG4tYXctWmZVQmlIeGJzenhBTHFzcEpSMFB4c1duYjNRaGQ5dTFZVVNJTS1tb3Q5Zk9SWmczbVlJVUJNRlhBdXpaNHczNS1rWXlYd3RNUWV6Qzd5Rl9Lam8wbUk3WXBkMEtLNnZkelVGMzNQNWltaDJkUkJzQWRWTHlPcVdNX2J2WmE0MGllR3dZTnVaMFBXa2NwR2tMaDNpczNoYThPd0xwOGdqUDdTdThHbFppZEplclRiUT09 |
What is his fantasy value in an already crowded WR room? 👀 | r/fantasyfootball | post | r/fantasyfootball | 2025-04-25 | Z0FBQUFBQm9ORzh5akxMV3o5SEZtWldjTDBVU0pnZlBOY0lGSWNzOWg2Tmpuc2JEaDQyTnBHUVcyaXVRekdCS2k1dHBrVFFJQTU4RlcycEJKdHViUjJzaFVXZGtNZnpSYkE9PQ== | Z0FBQUFBQm9ORzgxTFBFdkNsTWs3Tkc1LXZxbjhEbnZxT0k1NmlreHVJOHIxYUR4SzlYenFuTC1kUG5CRnVnY09GZ19KV2pQc1N3YXJ4bUwySDRENC1nU21WbDZCX0ludUNkSWtLbVlqQk9Pa3BOU0pyRW9MVkdKcDFEanpyNFBGemNtTWpTeDB6RzBJbm8yN1IxaHFUcmIwYjlEWi1TdndFMGNGWUZyaENaV29wU3VQZEJCYzZTRUNwb1VBNHdEYTFXWHY3cEwwbmF1N0RKVHc3SGVOMTl6TlUzUWdHU2s3dz09 |
I’ve seen some smaller MM places grow a ton. As an example, Verition has seemed to grow AUM and consistently compete w the tier 1 pod shops, and Engineers Gate is very aggressively growing and has outperformed over the last 2 yrs.
Does anyone have any insight on why this is the case in smaller MM pod shops more so than the tier 1 Cit/Millennium etc.? It seems like they’ve been doing alright but somewhat stagnant.
| r/quant | post | r/quant | 2025-04-25 | Z0FBQUFBQm9ORzh5cHFZcVpNaktxUngxcUlYWlpmaFotTTBVQlJaVHZFY2tlZFJpU3Q2Q3FTTTVvNkt1TXY0aUJrMFBuUXlXVU9uYl80Vnp5REV1RDdkbHdsS3RodHhIaGc9PQ== | Z0FBQUFBQm9ORzgxbDNJMG9YaW9ZRkgzMmVHNEljeEZWV3NaUXJUVGdnOXdPeDAyNHFaWl8tZWhnRV8wY3d1Y1pjV080d2MxT1FkSmduaWpSS3lGMDh2VXJMdlJwZ2I3ODEwZjV5R0M3QWt5MmwwNkZWSG9HcngxTC1JcWVrem54a1ROUlF2ZE5HcGhOSnZteDQtaGtpNk9qdWV4aU5kNld4alRoMzE0MUppVW9uZnB2Q3ZGQklNPQ== |
Everyone talks about SGOV, which has 4.18% APY and 0.09% expense ratio.
BILS has 5.12% yield and 0.136% expense ratio.
My understanding is SGOV is more dynamic to current rates, so if rates go up, then it may win over BILS. But currently it's behind, right?
Am i missing something? I'm not sure I understand this.
EDIT: Original Robinhood screenshot which comments say is outdated or an error.
https://imgur.com/a/h9rn8Yz
Thanks for all the replies and help! | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5VWo1c1J1cThGQkVPN3BHZjBFcEJaOTBoUnQ1QWl2NkU2ckNfQjc2dXFMU0xLaDlSaW9TaVdNOF8xZ19nZHRlUFIyVE83bENQQ3dDa3JxVzhqd2dCLVE9PQ== | Z0FBQUFBQm9ORzgxLXlnNGZQaXpacHB1eFk5anVfQTRLODNtWXBfXzdpaDhGYlh3NTctcnl0RHljNTBYdE92YUpra0ZLU2ZRYVVBVXBhNXVCb0I4dnFJNDNncjJBMUFaMTU0R1pscTlPX3lpOWRFTC1hUHFxSnIwaE9YT2V3NmgzYXBsdlVDOUJ0YW43NEZNMDAyVmstUVc3SHVFZUtocC1QRUJEd1l5RTJRbEU4amxkTE5pWG5WbnRUNlh5dlBPLWR1cWZwbGIxRE91MUV4aHlwWC1TTW02b0J1S0VRckhWdz09 |
Every year, I break down the WR and RB invites to the NFL combine and explore what the upcoming class is all about. This year, I've decided to expand on the data and film notes in a blog format and look forward to sharing them with you all. In my last two posts, I've covered seven WR sleepers outside the consensus first-round picks that are worth a look in your rookie or bestball drafts.
**TLDR**: Quick summary of the positive traits for these guys (negatives and overall verdicts can be found in the blog post)
*Spotlights Part One:*
Jaylin Noel (My WR 3)
* 5'10 195lbs, explosive slot player with 4.39 speed.
* Big 12 Special Teams player of the year
* Quick off the LOS, runs the entire route tree well
* One of the best players in space in this class and has a 75 %+ success rate against man coverage (per Matt Harmon)
Elic Ayomanor (My WR 10)
* 6'2, 205lbs, true X receiver with 87% of his snaps out wide last season
* Dominant vertical threat with smooth route running (especially hitches and comebacks)
* Physical runner with great run blocking.
* Polarizing player with some significant flaws, but he's a young, early-declared WR with two seasons of production.
Ricky White (My WR 16)
* 6'1 184lbs, can play both in the slot and on the perimeter
* MWC Special Teams player of the year
* Great releases and a smooth route runner
* 2.93 YPRR in 2025 and caught a pass on 11% of his routes run in his career (per PFF)
*Spotlights Part Two:*
Jalen Royals (My WR 6)
* 6'0 205lbs, played 77% of his snaps out wide and dominated from the slot
* Exceptional YAC ability - physical runner with fantastic speed/quickness after the catch
* Quickly moves through his intermediate/deep concepts
* 2.4 YPRR and a 4.42 40-yard dash
Kyle Williams (My WR 12)
* 5'11 190lbs, 5 years of college ball but still only 22yo
* Great against man coverage and got lots of separation going vertical
* Fluid in his breaking routes
* Threat to take any catch to the house
* 4.40 40-yard dash
Jack Bech (My WR 7)
* 6'1 and 215lbs of pure dawg.
* Read the article - I love Bech.
Tory Horton (My WR 15)
* 6'3 198lbs, Prototypical X receiver build
* Excellent straight line speed
* 4.40s 40-yard dash
* Massive career production before getting hurt last season
**Here are the links to the full articles:**
*Spotlights Part One:* [https://medium.com/@hjburns54/nfl-class-of-25-rookie-wr-spotlights-part-one-d31f17873457](https://medium.com/@hjburns54/nfl-class-of-25-rookie-wr-spotlights-part-one-d31f17873457)
*Spotlights Part Two:* [https://medium.com/@hjburns54/nfl-wr-class-of-25-rookie-spotlights-part-2-9597a78dd493](https://medium.com/@hjburns54/nfl-wr-class-of-25-rookie-spotlights-part-2-9597a78dd493) | r/fantasyfootball | post | r/fantasyfootball | 2025-04-25 | Z0FBQUFBQm9ORzh5LWlORE10d1V6TXp5Tk5MdV9FczlZWURzWmN0Y1ozV2pLemZleldiYTNxQXY0Q1FsLWtrejFRSU90dDZtZ2ZsU0dXNHhHMWFCX29vbWJpVnZHX1RpTUppeGNQNUF3bGhuUWd6eWFGem1IZmM9 | Z0FBQUFBQm9ORzgxN2hzVGJsQnliNEU5XzUxeC12T0Rlcm81Mzg2VC1MZzVzT2NfVUhXeTJ5YURycVBtZ0lHVWM1VGR4a0FCMnYxclNoNTRwWGFNbjdQdVZnd0JRZU9XQjBUN1B0ekJrSXJSUUkyTnlOSFVCU2p4RGpMSlpLM0tOeG5tZnF0TDJ2bGJQZEVNSjhjQVpwano0QkV6d1Q5TVZIZUtvYzJnalJYV0VLR0dEc2pEU19sSjlaWnd4dVhqYklUbWc1WERmSHpRYzJiUmxTVHRtTm8xb0ZFWFR0UzZQQT09 |
Hello competent investors, i am brand new to this so i got a robinhood account to invest in the vanguard s&p500. I have a retirement account with fidelity due to a previous job and i recently noticed an option to start a brokerage account on the fidelity app when i was checking my retirement. Ive seen a lot of hate on robinhood recently and was wondering if i should start a brokerage account with fidelity and ditch the robinhood? | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5SmhnSXVCOW9OUkhhdGQwYzFTd1hCRzVkRTFBRWF5b01xMzAxWWtZZEU4VWlEVWlILUxJZGdidWowaUJ2Smh0MVFWWTZtM2FHQjJtMzJMcGZtQVJsWVE9PQ== | Z0FBQUFBQm9ORzgxSTVQaDRtNHpJZUJ2Wi1oT28zdnBCMlV4UFAwSXF2OTlOT3g3a3ByRU9WbDFucDgxQUhBbjdyRzhKRTFxU2tyM0wtV2FUaGJyQ3Y2UXM1YXQ3Rk92ME5KdlN5SERjUUNqZzc0WE5qdnJzNkJPYTBYUHVNNmVjZXlxd3V2bXU1MW9NNlEyYU1CMXJUYzRvTW9QNktqeTNEcEc1bXR3T184bll3VXlVbXo0V1EyUkkzMFVHMTliSld6aWJCNVdZeFpRNXRwR2JvQkJyMkdRNXhyZUpqYVJVZz09 |
Hey everyone, just wanted to share a weird interview experience I had recently while job hunting. For context, I’m a fresh grad currently applying to literally any job I can find on LinkedIn. Honestly, half the time I don’t even remember which jobs I applied to.
So about two weeks after one of those mindless applications, I get a response from a "trading company" asking to interview me. I didn’t recognize the name at all, so I did a little digging. Turns out, there was *nothing* out there about them — no website, barely anything on LinkedIn. The company profile had only two associated members, and even their LinkedIns were basically blank except for listing this company.
Checked the emails domain registration — it was registered just a month ago.
At this point I was like, alright, this smells *so* scammy, but heck, I’ll just say yes to the interview and see how deep this rabbit hole goes.
They scheduled a 30-minute interview for the following week, told me the names of the people interviewing me… again, couldn't find a *single* trace of them online. I'm fully expecting to hop on, realize it’s a scam, and dip in like 5 minutes.
But surprise real people showed up.
They introduced themselves, gave some backgrounds, and then immediately jumped into a hardcore technical round. I’m talking math, coding, logic puzzles — full-on grilling. The "30-minute" interview ended up going for more than an hour. Genuinely felt like a legit interview.
Anyway, a week later, I get an exciting email. They said they were "very impressed" and wanted me to do a take-home assignment (a final round, basically).
They also dropped that they plan to onboard me afterward as a Junior Quant Trader, that I'd work under someone they’re bringing in from HRT, and casually mentioned salary (a lot), leave benefits, etc. **before** I'd even been officially offered anything. Kinda weird, but at that point I was just rolling with it.
The take-home task was writing a report related to trading coal. I put a ton of effort into it and was genuinely proud of what I submitted.
Followed up after a week — they said they were deciding between three candidates. That was a month ago. Radio silence since then.
So now I’m just sitting here wondering:
Was this just a normal case of ghosting (which, tbh, is still shitty), or was this some more elaborate scam? Like, I didn’t lose any money, no sketchy personal info was given, and the interviews were properly technical... but it all still feels so off.
Anyone else had a similar experience or heard about this? | r/quant | post | r/quant | 2025-04-25 | Z0FBQUFBQm9ORzh5QjNxa0lNLWU2N2Iyb0dYNm9BUjZxYmMySDhfNTdXRldVU1J0MWVfeE00TWo4VDZYV085XzF4TFk3WmpBUlJiSlhoWnk4OE1MV1hVX2I4bTRpUFBHWkE9PQ== | Z0FBQUFBQm9ORzgxOE5IYmxhMUFvN0ZZQm1oazNqMEtwbWhYdzdtUWFZZGpXTm9TSzF3SGFpRU1fOUdHLWNrVW5STEtLbFpCYXlsQjRTejFRX2lWME1YNTFLa2hMbi1LcVJiVEFqeW5zdzUyTVJFWFcyZ2JmMnFXRUowYW95R2tSQ1l5dFlMZ3JTQjRXazFhbnJKdDJWQXltMGxlUF81MnU1cWdXZ0taWm5lWkhtdkJsb2xna0NkZHpUa2hwMnNuZ3FsR2FqVmUwMS1M |
If I'm over the income limit to make IRA contributions, is it still worth it to move my IRA from Schwab to RH for the 3% match?
I'm fully aware of RH platform and it's history and I have no problem with it, I actually prefer Robinhood's UI much better.
EDIT: I'm already a Gold member. | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5Mk0wRERzODdzVnFjbzV1QUUzOUY5ZWtmc216VEtUWFBHWGdaeHQzRFQ5c3ZMbnEtMFdWblZqUU5nem5xVm5QazFMeW94Wk5tc1FzMjRMbG9HWnV1OHc9PQ== | Z0FBQUFBQm9ORzgxbVUyS3JkTXQyS2lhdzZ2NjdVRmd5NWRQb2RTanBMaU42N0stVl9CZkZOZlpIWkRKcU4zUjhMYS1tQUotdEhDbzN3SlBVZ0lXT0RQaWEwZWdpUGR1V2FsVXlNaUxWMFJyWUZXUV9OWEJGYmdjdk9SUUVQeWRNYWhkV2Fhd1RDUFR4cHRyRkJzbm5CTm9LTXpJMW0zWHZBQ2U2R3pGQXA2SkFRbGhKUTN4N0thQ3Y1dUJaZGRaVkJzTV9LVUFzWmYw |
I am a US Citizen who would like to invest Euros into a European stock market index fund of some kind. I have been unable to figure out how to do this. I have an IBKR account. I can convert from USD to Euros. But from there I am struggling. Everything I look for (e.g. a German exchange traded index fund, a French fund).
Has anyone figured out the maze of legal restrictions to successfully invest outside of the US without it being denominated in USD? | r/investing | post | r/investing | 2025-04-25 | Z0FBQUFBQm9ORzh5V1VqSmRiM2RfYTl1ZWdBRkg5NnhEWWN3cVpOYmlobVlfLXFnclBwWDRLQkNOa2pQUnJGLUlrY0xBX3ZnTXEtWXB2WjdLbU50VmN4NkR6MkFFRjJQVUE9PQ== | Z0FBQUFBQm9ORzgxTVRQOVFQTmt0LVVraVI3YjNjRkp2UHdfaG9IQ3d4VDYyaUJpaVdfR2R5ZlExX0s3SC11LVNXcERTMmxSc0RwYU50eVVrSm41WHVxV2ZHVGt1ekxyNnpJU1d0SzhGdTBvYjRJSUpIRlhmUFdPZWJoQTBhYlAyWlVDZ3Jyay1nTzBCUXg5eDBIdkM1bzBKcjliMUFPRlYza0M4bTVQLWJJZmM1bGgtX3lPckw4dTk5ZmE3NnZRRWU1cEhkSkpIUEJFMGpYcGJPUEJHWnBaYzJFUWI4OXFMQT09 |
I started learning Python, and managed to learn how to use the api data but no luck with drawing S/R lines. Some other posts I found mention pivot lines, which I was able to get working somewhat, but even using those the S/R can get very awkward.
Any ideas on how to draw the orange line using code, getting it close to what you can do manually like this trading view graph line I drew?
https://preview.redd.it/stp90ujpr2xe1.png?width=804&format=png&auto=webp&s=512f40d18364a0a30666774b176d2a3758f969f7
| r/algotrading | post | r/algotrading | 2025-04-26 | Z0FBQUFBQm9ORzh5MlRRY0d5QkxrNHh4V1NuaC04c3FWeEhzZWlDcWlhWjZMZ1VwWjhvZ01LWV9aRjdLQjViZHNISTJucWZfN2gyaTJmQmpCZVExUnVpaVh6NUdKanc2b2NhRFU2LW8yb2ZOWUNPQmlaMk1obDg9 | Z0FBQUFBQm9ORzgxN05Da2ZMZ3lzdlRlUTBmM1BSUTJ1Skg2Ni1Qc0daSzZjZ0dNYVFMeTVfTGQwekJ2cFdvTzVyMFhRMGJjME9Qbmx6cHUyMFVDQXdvUF9GUzZyOFAxeDYwRWNzb2VtSkFqd2lIaXhhdTZUZVpZRGpyWGlWMkdiYzhUbmxJMXhBenNlMGdscXZMZ09HQ05sdlM1aEJ1ZjdGbG1EUGdrSTlDVzhWRk41NTB6SW9HTGhuZnJrWDZzMjJ5OWdnOW5LeDk4cFc5ZDJZTGd1UGZNSENHNTZST1piUT09 |
Hey everyone,
I’ve been doing a lot of research over the past few months and would love to have a discussion here to pressure-test my thinking.
The core of my thesis is simple:
• South Korea has experienced massive housing price inflation post-COVID, with household debt to GDP ratios among the highest globally (~100%+).
• The economy is heavily construction- and real estate-dependent, magnifying the systemic risk.
• Korean mortgages are primarily floating-rate, making households highly sensitive to rising interest rates.
• Government intervention and opacity have delayed pain, but they can’t prevent it indefinitely. Transparency issues make it hard for most Koreans to gauge risk.
• If and when a correction comes, the impact on banks, construction companies, and the broader economy could be significant.
How I’m expressing this view:
• I bought long-dated put options on EWY (iShares South Korea ETF), expiring January 2026.
• Strike price: $40
• Average premium: $1.16 per contract
• Position size: 26 contracts (about $3,000 at risk total)
• Breakeven at expiration: EWY ~$38.10
Risk/Reward profile:
• Maximum loss: Premium paid (~$3,000)
• Potential upside: 5–10x if EWY drops to $25–30 levels
• Thesis horizon: Next 18–24 months
Why I’m posting:
I know macro timing is difficult—even if I’m “right,” things could take longer or not play out as expected.
I’d love to hear:
• Are there flaws in my thesis I’m overlooking?
• How realistic is it to expect a sharp collapse vs a slow bleed?
• Would you express this view differently (e.g., higher strike? or a different vehicle?)
Thanks in advance — I am excited to discuss this! | r/investing | post | r/investing | 2025-04-26 | Z0FBQUFBQm9ORzh5Qi0tUmJtV0pZa1EyNkI4RFJEMlZtRlIxQ3lkQXZHVEFSTmxYWUxFbTgxTzVYN0J2R3U1ZWRveml6WFpuM1kxbFB6ZzVLUGRhNjFNdWlFUEhudjhsZVE9PQ== | Z0FBQUFBQm9ORzgxUE1CUlRlTHplX19EQ3ZJYnVCVmxMeUZMcE5MMjBURE1hNXp1TUVaWEFxZmNLdUN5UGltQWhkYzNJVkdCWUZfR1pfZC05cGlheDdJSnlacllCaEVBdGNTYzJpR2hCV1N5cG9qN1BtU2dXNzdJS2x3ZU91eHlkZHVYaHMyYUhUZUdIdkl0dVA5VnZ2ejdFNk84TlB3MFZDRmJDVW82ZlBrNlJPWEQza2ZIbzlNOTA0ZGdGaGFpV3ZPN2lLNmI2Sm1OQnZmcm9KYjRkZUZURnYtc0RVV3l4UT09 |
I applied for a role in Human Resources, which aligns with my background—three years of recruitment experience and two HR internships before that. I was surprised to later see on LinkedIn that someone was hired for the same position despite having no recruitment experience; their background appeared to be administrative. What stood out even more was that the hiring manager, who interviewed me, was listed as this person’s college best friend and former roommate on a LinkedIn announcement. That connection raises serious questions about the fairness of the hiring process.
During the interview, I also noticed the hiring manager seemed disengaged from the start. As a person of color, it was disappointing to experience that, especially from a company that promotes diversity and inclusion as one of its core values. When I looked into the team more, I saw that it was entirely made up of Caucasian individuals, which further contradicts the inclusive culture the company claims to uphold.
Overall, the experience felt disheartening and left me questioning the integrity of the hiring practices at this company. | r/quant | post | r/quant | 2025-04-26 | Z0FBQUFBQm9ORzh5bW03ZU96QXUtU0dTUE45djZKeDA5X0lmN1lkV0dBdHN0NjdoZ2ZFQzR5anV3UFpYU2xWcmt1ODRwSHdMQXJMLUFxU1BlTTFIRi02NXlnU2wxUGphcVZ4ZDRoc25KS1hZMjdxbVdSOU5LYWs9 | Z0FBQUFBQm9ORzgxYVUxM1pxbTBJdG1xZnlwX2Vvbl9wYzBOcmpTbVR6QmNRcENYUHRqYm9JYU54V0p3TVQxX3lpdnpmUkFlYTFDaHI1blZhQ0I5TG1naTl3bTJpLTJlS2ozclRZVW13dldsMnNjUGVMLWRHcGFhcDZEdzVjV3oyTENZSGx1TDF1Z0RnbjI2aDZPN2F5N1JpRWJNNS1KMDZZTURmMGRnUnNUdVI0TkRLTG1jRUxJYXhFbExBeVktcVFtVENZeVhWdDVK |
Can anybody enlighten me on why is there such a contradictory difference between discretionary vs quant PMs in having to prove your track record?
Some background: I used to work as a quant analyst in 1 of the biggest firms by AUM, and have my own strategy. Recently trying to make the move to come up on my own due to lack of opportunities at my old place. I’ve realised 2 big issues:
1. When interviewing for a quant PM/quant sub-PM role, they scrutinise your track record inside out. Nothing wrong with that. But I also realised that for discretionary PM/sub-PM roles, the “discretionary” part makes it less easy for them to scrutinise. There is much less need to “show” hard numbers, and sometimes even hand waving stuff can get you through. What’s there to stop me if I claim to be discretionary, but run a systematic process (assuming I can still do executions manually since my strategy only trades once a day)?
2. If your strategy is stopped out, I’ve realised it’s easier for discretionary PMs to still find a PM job, compared to quant PMs. I don’t understand why though - my experience has been that discretionary PMs always claim that “last year is a difficult year for them because blah blah blah, but this year it will come back because of this and that”. Yet on the quant side, nobody buys this.
I can half-understand if the guy had a good past track record in making money, but even then this makes little sense to me. | r/quant | post | r/quant | 2025-04-26 | Z0FBQUFBQm9ORzh5VkduRkdfY1A2ZVQ2bVhpOEg1aWJpdldWdWc5b2FiVFFkRXFNOVZnQ0NMWkhYYTItT1N5V0FjeWhWZ3R2T1ZMN2tWWHlETUlsMzR6ak95Y1VqeElFcnFoRFI1LTFOTWtUdnI3YWZkWGFNT3c9 | Z0FBQUFBQm9ORzgxWXA0aHJIM2czRDUwRGRnYTJEZFBmemppNXNoMGR2SVpFd0YyeERoeXBJZl8yY0hpQUpWLWsxUXZ0V21sNnV1WkdxMEk4akU0Y0dtZnVnaUd2MnRwYXRLcm1uaGVMbngyaW9YYlJLTEswbGtfaThVTU9ac0xydUdUYWRLRktia2FBZVhYUDg1UkhHTG1VNk5CRG5JVmE3R3VMckZQYXJZb3FJMm5nWGpoWFZtcXpzcTkwSTFDQjd5Mjl2Smh5dE52 |
Is it really not possible to apply both a stop loss and take profit on the Kraken Pro app? Feels like such a basic feature…
I keep getting the message: “Stop loss should be higher than primary order price” - and I get that kind of, but it ends up blocking me from doing what I want.
To clarify: this happens when I’m trying to sell. For example, I bought a coin for 10 euros. I want to set a take profit at 14 euros and a stop loss at 8 euros to limit my loss. But then it says the 8 euro stop loss “should be higher than the primary order price,” which in this case is 14 euros. That makes no sense to me.
I also tried placing the take profit first, then a second order for the stop loss - but then my available balance shows as zero, so that doesn’t work either.
Is there any workaround for this?
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-26 | Z0FBQUFBQm9ORzh5YVk2RjdnMktOUms1UnBOWm9ZNnNUVjdtYWlWWmJTTDBXQ0RqUTRBSGt3QlJHS256cWpMaFRpc1RCV0VyM1dGVlpCcW5lY3lVOElvekZjd1Z1YlMyV2sweldtOHoxY1ZOYXNxbU5EWkcxMDQ9 | Z0FBQUFBQm9ORzgxTkloaEdPSGFmR0c2bjBlS3BsVE4xX0Vyb0xSSklKeUZ1YVh0Q3Q1NXNCUzRhQzlwQkwzUWhVVXlrN0pGRlQ3c1Z5b09RRmRtc3BId2JhZWZadU4yS0p2QWlOUllkOENZMXlaVHBQaVp4SXgwVkJ6d3pXT25yQzBoSy1vSmtkOEdKanVvRGxpSGhZc3ZIMWVGa3lZQ3NqdUkteTBVVVM0Ry1DR25EdDNkWUx0VjJIM3hrMjJ0eG9wNnN2bXljRF9W |
. | r/forex | post | r/Forex | 2025-04-26 | Z0FBQUFBQm9ORzh5b3lsSG5TMmFjM20ybk1tSTRkRnEzVkJQVTRJY3R2Vlc3V1IzdDhqLTFsWUNKSHEwWk5SQWsyUktTQzFicHc2RGpXeVhWNEQtSHlSaUViNWZab0N6QXc9PQ== | Z0FBQUFBQm9ORzgxanNwMGV0WEhwRVhPMEcyR0VpMC1yZFBkeTFzaVY2RUliendOUDMwUGh5WjIyXzdJYVlUdlVqb21tVFVfVWNGQ1VSWExkN0VhR1QtdXZSQjNNaTNtcE5JdGRWVFl5em53UHZuejRKLUpJYmlnaG0yeFY3aV9SYWExVDU1VllLRk9vejIzeFR4ejRvdzdRaEp4SjhMemhibXk3MGxrc25hTnkwQW80enRpVzlVSmxOckx2Tk1UdGFoLTQwLS1tTURESGN3RXlUZUVtVlFVdEVsd1RfVUFFQT09 |
I kinda do this as a bit of fun and side hustle along side my intraday trading I mostly do it with BTC on ic marketslive account I started with $500 took it 1k
It actually helps with my other trading as let's face it's boring as hell waiting for set ups and I don't get itchy fingers 🤣 | r/forex | post | r/Forex | 2025-04-26 | Z0FBQUFBQm9ORzh5Z0ppZFFJUzhBZHMtaEtFSzIxU0pJNnh6eVh0RjdRc3k2TmkxWVZmbkhQTXFXOEFkNUIzN0g0S0ozem5BX1BxS0tWMHpuRGZIMFNoZzVvTkdKT3hHOWNma29zQXZaT211ak0zU0VOSmVBbjQ9 | Z0FBQUFBQm9ORzgxYXl4eDlFelFXLV9qN1NFTXkwbWs2UGZBeGd0TFFtcndzY2lESnRJZlpzZGNfRDhXSXNSaWtuMUowdnQwcEhMUFZCRGp3TGYycmxmNnIzZEZNeXdpOFZrWWV0bDY0ZVZ4X1ZyLVFFbG9OaW9udGZvQ1FiYjlYNDg0ajJ6WlRoZ2Vha2k5VmRqZ1RnQ1ZaSFp1eXY2X2VPWlBud0JjOUZMYzNyekExeFBSVW5QS2VYZE40aGVWWmtsWDBXN3ZIYjVy |
Hi r/Cryptomarket
I’ve been navigating the crypto world for 8years, from the 2017 bull run to the latest DeFi trends. Along the way, I’ve made plenty of mistakes—and seen others make them too. I wanted to share some lessons that might save you time, money, and stress, especially if you’re new to the space or looking to level up.
5 Common Mistakes and How to Avoid Them:
1. Falling for Hype (FOMO): Chasing pumps often leads to buying at the top. Tip: Set clear investment goals and stick to a strategy based on fundamentals, not social media hype.
2. Ignoring Security: I once lost funds to a phishing scam—ouch. Tip: Use a hardware wallet, enable 2FA, and double-check URLs before connecting your wallet.
3. Not Doing Enough Research (DYOR): Blindly investing in a “hot” coin is a recipe for disaster. Tip: Check the project’s whitepaper, team, and GitHub activity. CoinGecko and X posts can be great starting points.
4. Overcomplicating Trading: Leverage and futures can wipe out your portfolio fast. Tip: Start with spot trading and only scale up as you learn.
5. Panic Selling: Market dips are brutal but often temporary. Tip: Zoom out on the charts and focus on long-term trends.
I’m passionate about helping people navigate crypto safely, whether it’s setting up a secure wallet, understanding market cycles, or building a balanced portfolio. If you’re feeling overwhelmed or want personalized guidance, feel free to shoot me a DM—I’d love to chat about your goals and share what I’ve learned.
What’s the biggest mistake you’ve made in crypto, or what’s holding you back right now? Let’s get a discussion going in the comments!
Disclaimer: I’m not a financial advisor, just a crypto enthusiast sharing my experience. Always do your own research and consult professionals before making investment decisions.
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-26 | Z0FBQUFBQm9ORzh5MVp5QUNWcm5wWDlodUU3Tk9UNmtBbGF4eDlQOWQ5MlY4bHFNc2tFZGVyS1l5QWxOemZ4R2FGaVVGOFZVVlkxZXhkOXdLLUdTbDl0Zk56YTlTWDEwamc9PQ== | Z0FBQUFBQm9ORzgxYXpMbnExT0g3QV92d2tiQThMWU83MFpkb2JQNjBZbkJDV0h6dVZaTlBVNzc5dHl2aVRubDk5VmE5VjlZeUdWQUNsM0FmT0Vzd2pZVk9kdkYwdHFXUm1YMmtORlVZQzd2SHhYQkVJODhYM2lmcTBYbzFUUzRYMVhIUk1LSy1XOVZtc2FNRGloSUpoV1pHeGM2ZWV3SHpUZUJlTjZ1V010TEp2Y2ZtLXFGWFlRSlc1MXlIbjI4Zzc3bk1JeDM3MU0zUGxvS2xKZU5RSTBSV2MyclRYb1pOQT09 |
Hi everyone,
Over the past months, I’ve been allocating heavily into stocks, especially during the recent pullbacks. However, I’m now looking to balance my portfolio by building a stronger position in assets considered safer. Given that interest rates are still high, and with the likelihood of future rate cuts outweighing further hikes I believe this is still a good window of opportunity. And i feel like If I don’t take advantage of this, I might regret it later.
At the moment, I already hold bank deposits and some government bonds issued by my country (i'm european). I’m pausing further accumulation in stocks and stock ETFs for now.
After doing some research, the options I'm considering include:
* Corporate bonds
* U.S. Treasury bonds
* Corporate/government bond ETFs with distribution policies (in either the U.S. or Europe)
Currently, my available capital is in euros, and my main objective is to increase my passive income.
My investment horizon is flexible — I can hold these assets for 2, 3, 5, 10, maybe even 20 years if necessary.
At this point, the simplest solution in my mind would be to invest in long-term Microsoft bonds (15–20 years) offering a 4.5–5% coupon. Microsoft has the highest possible credit rating (AAA), and, to me, their coupon payments feel even more reliable to me than those from my country's issued bonds. Moreover, if interest rates decline, the bond price should appreciate, and if they don’t, I would still collect a solid yield. I'm fine with both scenarios.
U.S. Treasuries are a comparable option, but the political risk surrounding them gives me some hesitation. We've already seen how much can change within just a few months, and the longer the time horizon, the greater the unpredictability.
Bond ETFs are appealing because they offer euro-denominated alternatives, unlike the direct bond investments mentioned above. However, based on historical charts, they don’t seem particularly effective at preserving capital, and the income (through distributions) tends to fluctuate.
Any thoughts or suggestions?
I tried consulting ChatGPT for ideas, but I wasn’t fully convinced. I would rather hear the perspectives of real investors actively managing their own capital.
Thanks in advance! | r/investing | post | r/investing | 2025-04-26 | Z0FBQUFBQm9ORzh5V0JMOHhWUjlHMnpYcjNfNjlwN2VjYS0wNnhmb0prdTZwMnNHRk12M2ZRTnRlZHp5ZXhwNUdqTUdwMmJIWE1MOVptRlJfMGgwN3doTmd4ZkFGcDFaeHc9PQ== | Z0FBQUFBQm9ORzgxVE5GWHNwQm96eTRZRFNLTlljV3JYTjQ4TmY0aUJGQ25veHI5YTg1RGpxai1QdUFPcDcyQmk4S3g0b2k1OVRCNmc0RGFJLTBtXzBaa0Q1NERSYUtvdE5RY3Y2eGJrTGtWWm1fc0JnbmN5ZVBhTnFhS2pGNDBnZVFSd1VMX0l3bmdyS3A2RGZ1b1k3Yk5aWVBRZ3d5Ym5TOUJqYzBudlJmQkw4LWhvWFVhOTV6bDFHWkc0TzJqdkxobzctd3VuNFhIYW00MjBwSjRKekl3cWtRc2ZtbnZkQT09 |
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^(This table will be updated every ~15 minutes.) | r/fantasyfootball | post | r/fantasyfootball | 2025-04-26 | Z0FBQUFBQm9ORzh5MzJPWEY5cTVjQnU2QVJfaHp1c0E4eHptekN1SGViLVhqd3NuRXg3SEN3ci1PRFZ2UVN4NzNXelo4c0RTeU8wRjVMUUtJeVl2emw5VDg3c1RSOVBHM0E9PQ== | Z0FBQUFBQm9ORzgxUnBPMl9xMFIwNW5ZVTZSN2FBY0lNRTFzNVRrb1hpRkZoc2NSamJGdEIxS2IySld2ME1CXzc4Tm90OGZqS2lUVzRCa04wNXdwZmQ5VUcySWI3LXQ4bDJweThsRXFUVmt4Y0dtNUFGbzgyNkhWNmQ0azBHOFE0VDJoVHhzRjRYcmxZYzBhSnU0cnpxS3Mxcmg1VXRIWjlSSkw0cFBHcEVVY21lT1JfQ2RVYmhoSjFlbnVLbXo3QmRzWkpjTV9WZmhma3dpRHZDWHcxNGhZbTJvZ1N3WE1wZz09 |
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**Remember**: Most answers to simple questions and league questions don't change from year to year. How much has changed in collecting dues in the 2 years? We encourage you to **use the [search](http://www.reddit.com/r/fantasyfootball/search?q=collect+dues&restrict_sr=on&sort=relevance&t=all)** function for questions like this.
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**The following users have helped the most people in this thread:**
User | # Helped in thread
-------|:-----: | r/fantasyfootball | post | r/fantasyfootball | 2025-04-26 | Z0FBQUFBQm9ORzh5X1ZzelR6NWs3TXdoV1ZPalc4Nlk1Q3lHOXRPRFAtRWhmYzN3VHRZSXppcGRqckZZejY3dWhEV0laVHE1dUd6LWdFSE1IUER2Vl9Cc2VUcmtGaW56Smc9PQ== | Z0FBQUFBQm9ORzgxWGo2UkR4SlhkVHRraVJ6N0NrWHRHbEFRVHktNGZmbGNsUnRFZGV6Rmh0UDBmNndkbjFmeHhWVlVjNE00V1prUFQ4S3ZHQXhBRng0RzJtaUNMaU1jUmxLNzJJVWQxT3JEMTBTcDlEX3ZyX3U2dmx2djlXV1RTYXhiemxyakE4ajZuRWctaUJiekFrUmRuN0tFaG1qTW1wXzE1NUZnc0NSV2lNVG5sRHF1N05xNHZOTEd2bnJfQ185NW9GN0VOYmhFa0I0YTVFR2F3RlVLcktUaGJ2Qkdydz09 |
He has carried this sub posting highlights for teams no one else will. Mods permanently banning him for misreading posts is genuinely insane. Just quietly unban him and let us all move on enjoying the highlights he posts | r/nba | post | r/nba | 2025-04-26 | Z0FBQUFBQm9ORzh5OFdCdWVpWGlNRVItT05lcnc5ZlNJSzVBSDljYVA2LXpTWXZKRTdLZHd1TmVPWjdnaHI0RGpOSnplRzNlR2FRcEc4YVdPWVBsZ0k0YjFhMTRVSXFxb3c9PQ== | Z0FBQUFBQm9ORzgxQ21ZRzlSZ3h2cDk4NzNqMVRDeFhJN0NqUXdCT0QyT212allkSGtlRVNxZFZSaWtpNUNjUzhKOWxmTlhtTEJUS2xIci03dFBhYUViZ0QzcGIwbHRqbVZFODY2SC1mUVAwbG01THdvQTVwLWFZaWtqWXNmVTJZdFhhRUE5Tm50WHRFdTZWR2ZDbW9YMW0wSXNsRUtkZmVRPT0= |
April 26, 2011
University of Alabama in Huntsville
Bitcoin: The Future of Money?
I handed out pizza and 1 BTC to everyone who showed up.
I had been telling everyone I knew about Bitcoin, helping them install the client, download the blockchain, and send their first transaction.
Then I read a post from a guy who had just graduated MIT. He was planning a road trip across the U.S. only spending Bitcoin. The catch? He needed people to meet him at gas stations and trade gas for BTC, since clerks wouldn't take it.
I told him: "If you pass through Huntsville, I can meet you and maybe even get you a speaking gig."
I went to the head of Computer Science at my university and pitched it: this new decentralized currency, the MIT grad on a road trip, the big ideas. He gave me the green light and a lecture hall.
On the day of the talk, I got a few friends to hand out flyers I printed. I tried to hit every building with a tailored message: taxes and monetary policy in the business school, code and crypto in the engineering halls. One guy crumpled the flyer in my face. Others just nodded and walked on.
A few hours before the event, we met Plato, that was the MIT guy's alias. He was skateboarding in the parking lot, wearing a bandana. Totally on brand.
About 20 people showed up, mostly students, a couple faculty. Like I said, I brought free pizza (best way to get college kids to show up). And I gave 1 BTC to everyone who came.
We talked about building an entirely new financial system. Open, borderless, unstoppable. We said there was massive growth ahead. New markets. New ways of thinking about value.
I recorded the whole thing and put it on YouTube. At the end, during Q&A, a professor stood up and said:
"I just want you to know, you're not as smart as you think you are." | r/bitcoin | post | r/Bitcoin | 2025-04-26 | Z0FBQUFBQm9ORzh5LWNBR3d5RENtZnd5emZPeGs0bENFNTBucUZpdVhiTkZKVEZoQzhKZ2cwd05RbmRjTFBNdjhVT2ZSUDB5XzNBc1JWMzFLMkZ2RXpzMUYtTmxqRFNmRFE9PQ== | Z0FBQUFBQm9ORzgxQXVHZFhJQnlhUXNWNHVGakVacVpNTm41YU0taUViSFZUc3VpQjRud0RSWDBIMnh5dlpHMzNVaExmRWR4TlZMQXJhdmdoTGtqa3U1MHA1WFA3WXl6OWczaEttQkxlWlZsU1dHeE1Fd0d3YXlEeXNWNFZiVjNsWGlLNDNVSjN4YUlPOEJWS0xNYlZwaDJqVWd0dGhiMjhiVFpGaHhRZllNX2lDMVZCRzZvWXhJPQ== |
First of all,
Please don't remove this post.
I genuinely want to discuss this topic here with you guys in a healthy, open-minded way.
I’ll lay out a few questions below:
1) Does Trump actually not understand how tariffs work?
From what I have seen in his interviews, he seems to defy or not acknowledge who actually pays tariffs. He genuinely doesn't seem to understand — and nor does his administration — how tariffs really work.
Tariffs are basically paid by the company bringing goods made in XYZ country. So the importer (U.S. company) ends up paying those tariffs to the USA — not China — and then those costs are passed down to customers afterwards.
2) Being a billionaire businessman, does he not understand how tariffs affect businesses?
Especially small businesses? Tariffs can actually kill businesses. And if things get worse, they can dry people out and eventually destroy them too.
3) Does Trump not understand that tariffs are inflationary?
4) Does he not understand how interconnected the global network is today?
This is not a single-country market anymore. It's a global market where each country contributes to the world economy and world supply chain and gets rewarded for doing so.
5) Does Trump not understand how increasing tariffs can kill the stock market and hurt the common man?
Most ordinary people, even if they don't realize it, are tied into the stock market through their pensions, 401k, or superannuation. Killing businesses and consumer spending can destroy their investments too.
I would genuinely like to hear your thoughts on this.
What is your take on this topic?
Thank you for reading! | r/stockmarket | post | r/StockMarket | 2025-04-26 | Z0FBQUFBQm9ORzh5SHdVTjFtQ3A2WVR1LTBPOTcwbEFFM3JTMDdkWUgxYTFwWHhhS3dRNldjVlZUYnJUNVVqczBoLWR1a21ITTk4Yk5ad1RmeldvSGprWlF3VmItYzZBTnc9PQ== | Z0FBQUFBQm9ORzgxbDJxVEVtR2p4elhpR0tiZWZKRXBDS2JnWWRMSmwtQnVkTDlpYVJ3UW9NbktRMnFONTJXMEoxMnJlbEYySVh1V2gwRWV4UXBkTU5zOHpXckxZbDB6MmdPWWZ2TTVydjgtZm5GWVNiVm8tLUFnUURFZ2haZ3FXQ0sxeTM0UG1sbmk4YnJzWWJVUTdLMzJ0RXU1cldQM1hpRDQxODB0d2xUdEs0TEdKQktJV1QxWGJ4NGh5ckpCTWtwQmc5RkZFWlo5R0c1YmMySTcwbTZQSTZOdjFHUFM1UT09 |
I'll preface this by saying that this is obviously not a JS/Goldman/Citadel post. I'm alright where I am currently in my niche. There is WLB, the pay is relatively decent (for the field, but objectively it is great). I'm curious what type of career trajectories one can have after spending a couple of years working in the annuities space. I'm interested in options which may be very lucrative and high stress, to not so lucrative but very low stress.
I honestly just don't know what the future looks like for this niche area, so if there are folks here who know anything, I'm all ears (or eyes in this case). Thanks! | r/quant | post | r/quant | 2025-04-26 | Z0FBQUFBQm9ORzh5ZURlRTVtd2JoUldzeUZwT0g4dW55T1IwTFVGRjkzMThRcnpRc1FPVkpSVDhKMS16dE1PbnlmWk1hY0NQM2Z6b2JQczllMmluOUpRczJ3Yk8tMGhFRGU1bGE4RV9QbHZfS1lIRjgyRFVTaEU9 | Z0FBQUFBQm9ORzgxNlV3bUVGbXppQUtMRjNSby1RdFlIVUs2UXZrcjZSc042UkJ2Q0lCTEZHMENuWUl6eFl2WTlhakZRVVJNYldvVG80QVNaa2FRSDJrU1BiTHptX2NDWjVxa3ZPSU55WUNMZVVHS0VfdnNVTG5USzlaS0F3azJwbzJXeU5uTjctRC16QTFwVGdkUC1wNUNRZzZ5R1JuUGQ5d0Q3dnFSeXRWUE9rZ2RfamJZQ19zekZvakRqYTN5enBJbHpINVVBVjFWLVh4OUhJem5MTExPWC1VYlgwaElEdz09 |
I put 30% of my boring long term portfolio into BTC last year (40k Canadian). I have an extra 10-15k that I'm looking to invest into some more crypto.
I have a 10-20 year time frame.
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-26 | Z0FBQUFBQm9ORzh5Sngtd2NoaEU1dENLQkJZYjk2QkNLSlhPM0NfX003WkRSQkx3VUhpNXhDckNtVWZ3UlZLbGdHYTdkVVlrYkhJbGlKRVN1S250MDlLb3NISVVyS3lCZFFCcjd4Vzl2OXM4bzlHdEhMekhaMjA9 | Z0FBQUFBQm9ORzgxZUlaTVVPeFR0Vl9SM3p4ZWVYeWVDVmtVSW9mVzBoaGJlaVBVNTM0Vmx2UGhCek0wZ3ZEd19jQl9zbWo4d0M3NWJXZzB6VW4zajFFZXNUWUVsTVVoRnotR1NNc25qb3RsYzcxZDR6TF9lV01qRm12ODJINlU5QlJvRVozRWc1YkQxX3Q2T19SVkFKVWFUajlBR0RrR3RhTGlaLUZ2MHlJOU9WLXM1N0kxTkk0RXJFOXBrTE5CZS1XYVJ1TVRmQU1k |
https://learnbittensor.org/apps
Once you go down the rabbithole you will see that this is just the beginning of an entire world of potential an accellation and so much more than just "a crypto bet". | r/bittensor_ | post | r/bittensor_ | 2025-04-26 | Z0FBQUFBQm9ORzh5MHpEMmlfV1VSaTYwTEpvMHgtZ0NiSVpKRlFLZ056N2ZvZUJVS3B4WWU0ajk3TDdtd3lnSUt1cnhyUWRYal9KNFRFUVlBeWlnSENlU1h0MDFsVDY0VHc9PQ== | Z0FBQUFBQm9ORzgxTVVLbUJjempTUDcxdkU3TzZlM2k3TW1tSmJLZUZ6Y3A0T0hCNk1JTkcwVDNqb2VXM0haQ2xnLTZTV0l3aVk4TGpiVHZxeHlubFFVVWtXeUNsWjA3WFhlaURjdzdDd2hrVHFXZE9aWU41d2ZLeE5iZWJ1UXR2Y1FZNi1pRmlXLS1YVUh4MzdtZmVmUVBrajNldGNBV1hSMFZPcmFQcjJxdEhuU1RQeWxqR1V0MTJhSVdxOElTYks0dEZjdzV4Yk84NmU0NHZaMGVjcHU0XzRXeEhPbS1UQT09 |
I've been using Bybit for a little over a month now, mostly trading small amounts (under $100 per trade) on their perpetuals platform. I mainly trade Bitcoin and a few other coins they offer.
A couple of days ago, they suddenly restricted my account — I can’t place orders or withdraw my funds anymore. No warning, no clear explanation.
This is the message I received:
>Dear Trader,
>Thank you for contacting Bybit Customer Support.
>We are sorry to inform you that your account has been involved in a case of market surveillance, with trading activities identified as collusion, which is classified as market manipulation and is strictly forbidden.
>Our analysis shows that your trading patterns are very similar to other clients, indicating coordinated efforts. Specifically, we have detected multiple clients buy and sell specific cryptocurrencies almost nearly simultaneously. These actions match the definition of collusion and disrupt fair market practices.
>Furthermore, such trading patterns result in sudden price changes leading to large scale liquidation on the platform, which does great harm to Bybit's clients.
Bybit is committed to protect all clients from malicious losses and ensure a fair and transparent trading environment. Thus, we have implemented trading and withdrawal restrictions on your account, effective immediately.
>We are conducting a thorough investigation. If our investigation determines that you are innocent, we will release these restrictions immediately.
>We appreciate your patience and cooperation during this process. Please contact us if you have any questions or require further clarification.
>With warmest regards,
>Bybit Support | Help Center
The thing is — I’m a **single, verified user**, and I’ve often even traded at a loss. Most of my trades are small in size (a few dozen usd mostly 10-20$ with maximal 50-100$). I have no idea how they jumped to "market manipulation" from this. I’m not part of any groups, not coordinating with anyone.
It feels like their system just flagged me without real evidence. And worst of all, they haven't provided any way for me to **prove my innocence** — no details, no proof, just locked my funds based on their "internal investigation."
This feels incredibly unfair, especially for small users like me. Honestly, it’s starting to feel like a scam at this point.
Has anyone else faced this? Any advice on what steps I should take next to get back my hard earned money. As far as i know, their "investigation" will straight up take forever.
Update: Prior to this, the one CS guy named “Loki” can actually provide a good answer to my restriction ticket. He said that my withdrawal addresses were “unsafe” and it got my account flagged ( p/s: the addresses are from binance and my ledger). So i removed the addresses and i still got flagged again due to this ridiculous reason. It is certainly looking like they are trying to find a reason to lock my funds.
Update 2: they keep dismissing my tickets, ignoring my messages. I’m at totally loss here, please share this story so others don’t get into the similar situation like me. Stop using bybit | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-26 | Z0FBQUFBQm9ORzh5a0ZOeFNvWEZPYzNMc3pYclRRUzM5emg3cUxQUTBJMzVtdzVoRnQ3T19wcGh2dU55VDFTMU1DSl8wdXMxQXp4MURETmF2TFpmZXR0VHpJUjhMUThMZUE9PQ== | Z0FBQUFBQm9ORzgxTEFfOV9HdXc3Y25lbjlGaFZieWVTYml1dWx4RWNRQnZIeTR0Q0NJby11VUp4Wm0xZWV4UzR6Z2EzbXIyYUk2VHQ5MEhnS1BZWFZDM3l4SFlqbnFpNnF0QXFwNnF6LWM2TjNfamU4cVlydFdxOTllQWZadWdiMjBDbi1mamR1X1lMWGx6SVUyeWJyaWtZMXpnT05UYkZEYkVxSkdLOVhvWjFVWG1VYzVGQmlhRFpsMWsxU1djdkxGd3RXRnctUWZuQ3BCcmZEa09fWkJnaXdUNW5EY1VWZz09 |
Feels like everywhere you look, it’s AI this, AI that, kinda like crypto in 2021. Are we actually seeing real breakthroughs? Or is it just another hype train where people slap “AI” on random stuff to make it sound cooler
| r/cryptomarkets | post | r/CryptoMarkets | 2025-04-26 | Z0FBQUFBQm9ORzh5c1lOVVQ4dWFiOGhoTGNWS3Ztd3NYWjl5VmYxZTVVOVIxVGZaaVE4WVhjd1NnejduamloN3JqUkdxejFralE4V2lUdzhyTFJXemhhaFJYSVMybkZqb0E9PQ== | Z0FBQUFBQm9ORzgxTzViQWVMMU9NS3J3ZU1kSUVyaDFuZUgzSmFicnhLaWIzTzBNWkppVkwzQW1qYUdKbVdxSW9ESWVJRDVkQW5adzdRU1c5OFpPZEtld1AtREtETVNscUkwalNqaHR0WFRnVXMyV3dsbGliUEdwQlF0UUV5LWVLcVR6ZW42OExVSDNJZlFEdFNhS1dOb0NUNEtIckVKZ3g2SGh4TGxCZ0FQdVZhd1pHVmJCSk9oVU55VHBQRXNxQ01DVjllMmk2TmIy |
Cool project! Since you're already using a GPU for XGBoost, thought you might be interested in GPU-accelerating the other parts of your code.
You can also GPU-accelerate the pandas operations and scikit-learn estimators in your workflow with zero code changes, using the NVIDIA RAPIDS libraries [cuDF](https://rapids.ai/cudf-pandas) and [cuML](https://rapids.ai/cuml-accel/) under the hood.
Based on your notebook, this might only be relevant here for pandas. But if you were explicitly using scikit-learn estimators (or implicitly via imbalanced-learn calling them) it would enable using the GPU there, too.
I work on accelerated data science at NVIDIA, so happy to try to answer any questions or chat further. | r/sportsanalytics | comment | r/sportsanalytics | 2025-04-26 | Z0FBQUFBQm9ORzh5ekloZDhxcnZvb05Pc3l1YnhqZjQ0ZmdhVGZIVTZDY0NabjRldWhtOVZNdm5pMk55WkVxT1Rnc05iUHJUV1BYa05vb1Q5X1M4eFZ4Rm8weVl6Z0hSd1E9PQ== | Z0FBQUFBQm9ORzgxVWRmN1BRS0NSSkRacXJZVHRWamtzZkNaOXR5M0t3UmU2dXpRanRIN3Z6T3dZbjFfdllRb1pwOEtib0ZtTnpLTl9hRThBaThtSkdfNUpZakUtMkVhY3k3QUVyUFVPSlhPbjhKd1UxWEd1SXJBRTVoMVZuRmMyR0oxaUx0dEFPUmQtZmlYc2hpYTFjYjhDb2ZUM3FzbGpMRlBadGNUT3pwQ3I1WWgzcGdoelYzSmt6UWlYSzQ1MGVMLVJBNTV0bHoxX09YYmZMcF9qTW9LMnRncl93aUttWmxXYjdONFhKR3pkVnNvdW1SSGNLaz0= |
Edit 3: 5 days later and it's amazing how many people STILL don't bother to read the post and answer the wrong question.
Wanted to do a poll but seems this sub doesn't allow it. Just curious what time frame the majority of algos here are? Long-term investments, swing trades, or day trades? And maybe there is no majority.
Edit: to clarify I'm not asking about what resolution data you use (though that is useful as well). It's more about are using algos in lieu of buy and hold for long term investments, or doing day/swing trading?
Edit 2: crazy how many people don't bother to read the post... | r/algotrading | post | r/algotrading | 2025-04-26 | Z0FBQUFBQm9ORzh5bXEzMzY3NDFzT05jekRtRjFtN0tHMFFOY2duX3dUdXpKSVZ5emEzRHBCaXF3c1lJSWdiM3RIOVBpbmRZeHdKdXpkNW1VUmJld0NsZ3RSeXY3SnhqM1E9PQ== | Z0FBQUFBQm9ORzgxOC02ZVdva0x5MkRaal9XX3o1LUUyaWNNWXV2d1pqVEFRZ1RWRDV6LVp3RFYzQzVyT1gteVBpUkpHc3piVjdYNGR1ODNxdFRkY0plNm9FZVZrTnhBYlFxbnBNVUlFZEFEeXFRa2JFOVU1VmhzYnprdUgzc0pUX0RKNnV2NXFSXzB2Z0k0MEJFUFJtMTR0SUJaYzRpcHk1amFGdDlqVGJZcUtvWlFmeFl2TnVRbjJEZ3l5Y3Z2U2NleU5EZUFBN1Za |
The first round of the NFL Draft has come to a close, so it’s time to get some initial reactions to some of the selections. | r/fantasyfootball | post | r/fantasyfootball | 2025-04-26 | Z0FBQUFBQm9ORzh5TG91RFBVNExSNlFjQlV1dVQ5S2djbmpWaFBSbkNnRnBWNEZobkxqWks0eGVydVdMVFM5NVB5QUZLWTM2QjlsbUE5Y3gyT0RqZmlXaHp6a2RWQUk0Z3c9PQ== | Z0FBQUFBQm9ORzgxcTJtRTRzcEhDaWhKQmIwN2RpNnEwNHpGd0Ewa2txenBNQWV3TWpJMldoRkYyazBDRGlvckc5Nzd6bUVnQXVveGNQZ2hHUVpCOFF1aGh6S3YzbmJ2WXVkM0NVR1BLaWg4ZTFxQ000V3lFTDBEb0JtR0ZwclVpQ2N3am1NVTlDMGkyVjRxN3BMWTEyMklpOFExSG5RaEdSOHNXbllfV056V05mWk9JaGZRcldNb1hKMXBhQ1VmNXNUTVR2Z2Q3Y2g0dEhoM3NxVG9FRHh6b09qUUlYM0lNdz09 |
I have a cash and thinking of putting it out of the bank to maximise it. Is it a good idea to park my cash in ETF like CSHI, JAAA, FLOT, etc.?
I also wanna do DCA to stocks. So I'm thinking I will sell a set amount of this ETF to buy stock weekly.
Also, I noticed their price moving in a similar pattern. Running up after several months, then drop by 0.0X%-ish which I think is still torelated. But my other question is, what's causing this? Is it an opportunity to time the buy?
Thank you | r/investing | post | r/investing | 2025-04-26 | Z0FBQUFBQm9ORzh5c19DYmdpUXQ1UDQzN1VFSzFNVTVtaHBUbWtIOS0xMmg3XzJrWE1iR0Q0c1Nob3lGd0FhWjdHVHFPZ3ZxLWFybjB6Q2JVZnNiWnd0NUFnM2ZGLUJheE96dXJRSGx6U0pHd1RZR0JWQnpmUzA9 | Z0FBQUFBQm9ORzgxdHBXMHpmWi1McmxBcnBGZTFORFM4eFgyYzB5YUVSWjJPRGM3X09pWGNQQi1xMDlPdDhWSjd4RWRXRlNoUlQ4Xzdndk9GdmFnV3l1LWZ6dFJNc2V0U1JyOEsteGlHMXZLYjlLd3ZyNEN3NFpvNXJxaklvZkVTMzlYbDRfUEk4MWg5TEVzbWNsbjl6ZWFuYU1oT2VNTUtWOU1rTHc4dUhvRjMwd241MmUwdjkzVm1JRElpYzRjQjQwMUVPMFJxWWxH |
Ppl can build dashboard / full fledged app using flask / dash, etc. Wondering what others are doing for fast and scalable caching? Any interesting implementations of FO / PM apps? Interested to hear what others are doing for tech infra and design. | r/quant | post | r/quant | 2025-04-26 | Z0FBQUFBQm9ORzh5bUdiY1pUWVVZRUU2VzRfNDlFazNFQVY4TTRPa0ZCUmZxNVJrczY4OHd5clpObE5mSS1sVDloby03WG1IQlBTRk5yUmJ1RktqTFptYlFxRFVZMjNNVWc9PQ== | Z0FBQUFBQm9ORzgxVlRUcl9SalQtWVppaHpTTkxQcXVtMWlzNmgzTVFTelFoTXBrVGlsZjE2aEp6SFZ3c1ExR1JaTW9WWDlqZjBpUUhnNU9sMnVFb0VOYUFJS3VleDBFdGpHWTBlTnJHT1djbGlDWlBkRmdsM1RHZEw2YmZGaWVBV2JwUmgwaVRWdXJoWkVhT1NLVGhFOGdqMHZQbVcxekVpMVNKN3Y2RUtIWnc3SDFmTEYyZ0JLYzYyN3BMSzQ5NWlxTHE3U1EwQm9q |
building or running option shock models:
How are you structuring your shocks (vol surface shifts, spot bumps, skew twists, cross-gamma shocks, etc.)?
What tech stack are you using (Python, C++, Rust,)? Are you vectorizing, parallelizing, or using batch jobs?
Static shock grids vs dynamic scenario generation?
Are you integrating into a broader risk engine or running standalone?
Implementation to trade vol on asset class or index baskets?
Below poll, how would you/ or do you use this to run ur strat?
[View Poll](https://www.reddit.com/poll/1k8gta7) | r/quant | post | r/quant | 2025-04-26 | Z0FBQUFBQm9ORzh5N25ndUxudmI4TTZoRDg3bGQzdUhGVlYySVF5THBEQ3NZNWwyUnpUUXFFR2RSbVNYQ05KdVpROEU3eENLeEtLZFVwSFNoR2tsUGRaM0hlNEpydVVwVGc9PQ== | Z0FBQUFBQm9ORzgxMVFpZFdwNzVMYklBNHp4YUt6U1NpUl9GRjlPMHJDbFZKMGQ1bGg5bUpIMDZjUFRyZjFBdDk4MF92X0VjTlVyUm9SV2pDVWNaTjZkSTV6bHQ5Rm5xSElVYWF5N1pCamxSNVJKVmJ5QU9ib2JQaWt5WTFSNExGSGstdnh4OFVnNDlRdkZkd0JiNHQ1T3czd2pMRlRpQWttd1FIbm85eXJHMmpkOTk5X0pDdUdvOGNVTGNkdk42REEtYWV2cFlZRW5nd09lTFpKWElQd1JUelFNdmxwclZLQT09 |
Earlier this week I posted one of my articles about [3 potential fantasy football league-winning rookie running backs](https://www.reddit.com/r/fantasyfootball/comments/1k4leeb/potential_leaguewinning_rookie_running_backs/). 2 of them just got amazing landing spots (RJ Harvey to the Broncos and Bhayshul Tuten to the Jaguars).
It's pretty clear that Harvey was Sean Payton's "guy", and I think Tuten is Liam Coen's "guy" as well. Keep in mind Coen's offense in 2024 with the Buccaneers was the most productive running game of any team in the league that didn't have a hyper-mobile quarterback.
Given Etienne's slump last year and Tank Bigsby's fumbling problems and lack of pass-catching ability, and the solid draft capital (for a running back), we should probably expect Tuten to have a pretty solid workload by midseason, and in Coen's offense, that should be worth a lot in fantasy. He's absolutely worth a redraft pick now (he was before too, but even more so). | r/fantasyfootball | post | r/fantasyfootball | 2025-04-26 | Z0FBQUFBQm9ORzh5NVg4UjBrcFhGT3ZnX01tR2Zwc3dBYjBFdTBuV2xyZWZqa0hKMnA2MEJfTFNsRDg2T3NVTm53ZUFyTU5qLUpBS2RBQUpKRk1sZTc2QnVjOXFIVVJzNFE9PQ== | Z0FBQUFBQm9ORzgxdEN6SDUtbENrUWpvM00xZkNnMkhoQzM0ektjT1V0QWgxS1Q3eThwRjJiLWxBbFozb2FIckJwZUlYV3Jua1ZxUURuOEdfaHNYTHdDaXdPQ3g4cndtcHNrNGlzYXZIcmowMlRJSzE0cUNzakhOdGRHZm5MY0JVRVhfX0xWc3k2Zl9obldKUFQtQ3NGcEdacTl2Qi05MlloMUEtUWhCWDNnSUk3Nk1GMVFSNXlUMzJqVUEtak5iZVVUYkxxeGdHM2JXNUhtR2liMUtBSnZPcTFjeFFqMmF3UT09 |
r/algotrading | post | r/algotrading | 2025-04-26 | Z0FBQUFBQm9ORzh5M1JmLUhMMnQ2d3p6QmthTGp3S25rM0xXdU1CYnRfSHMxMzl1NVlQaDdNdWRmSHdvUUMyUURQajhuQWZDaVpkREU5ZmlselU2dlNuaEEzVHAyLVNCM0VreUhadU9oYTRMZE1BV1JDT245Vms9 | Z0FBQUFBQm9ORzgxQ1dOV1lIdC1MZTZRNGtMX3lrOGNHNHFhNTNUVHhMSUUteHdEY1Jlb29ydGtTMVg5c3hENmV5enhIVk1qTDV5dlpDWFVkcEswM1Jma3RGLWhaaFBSQW93ME9BOU95M2FUekRZeFdJQUlhYUxPWFh3eGxQVWs5WExua29XY2o0TlZvVFdUalNHMjEzb2NlOTJkZEk0ZDR1cGJ3OFAzV3J5TElxMjQ2WUhNblQ4PQ== |
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Cryptos in general and Bitcoin in particular are becoming more centralized. We've seen large institutions like MicroStrategy and Blackrock buying significant amounts of BTC. The United States even wants to start building a large BTC reserve...
I feel like the original purpose of crypto is fading. It's becoming increasingly centralized and turning into another playground for the ultra-wealthy.
On the other hand, this shift gives BTC and crypto in general more credibility. More people are getting involved in crypto, including some who called BTC a "scam" just a few years ago.
What are your thoughts on this? Do you see the current developments as positive or negative? | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-26 | Z0FBQUFBQm9ORzh5MXQzbjd0UG14MTZRQWxFWDJVLWVJTzFfb3AyZjByR21GSWNqUGlIMlAzOHZFU29Vem5rbWhsYXY0SWl1X3ZpVlpMR1dWdjd3cFoxZ3BnVU5tOXhoTkE9PQ== | Z0FBQUFBQm9ORzgxaDRfYTByR3NOdUpORTNOYUhuR3dhcWd3ZFpTX21RVUpWNVRzRm5VRy1WODdscnpDNnN6Mno3c3ZxaWttYWhMSmh3aTlJeEZ6SHFHZ0ZzbkJQSUlDS09yRDVRdWpRY0RKSUxuTzVnNGRieVY1Njhwc1k4ektpMHozQlJpT29PTE1wUkNLX0tZREl4NlVLWV9HTEJqbzRjd2gwOG9wS0pGVFMzNlRkU3lJRTJIQktCN0Y1Sjd6bnY3anpFVkRmQ1JxX0Q4TDVZY2VzRlUwSlh6LWtLOUFoZz09 |
TLDR: Should I use a $4,400 bonus to finish paying off high-interest debt (~$8.5K at 7.98%), or invest it while ETFs (VOO/QQQM/SMH) are “on sale”?
I drastically cut discretionary spending this year and have already paid off $10K of debt, with ~$8,500 remaining at 7.98%.
I’m getting a $7,400 bonus on 4/30 (expecting about $4,400 after taxes). Obviously I should put all of that toward the remaining debt, right? Or is it too good an opportunity to pass up buying quality ETFs (VOO, QQQM, SMH) while they’re relatively cheap?
Without the bonus, I’m on track to pay off the debt by December at $1,300/month. Paying it off sooner would save me about $200 in interest. But lump summing or dollar-cost-averaging into the market could potentially grow into a lot more in just a few years.
What would you do in my position?
Other info that might be relevant:
• 40M, single, live in NYC
• Behind on retirement savings (have about 1/3 of what the internet says I should have by now)
• ~6 months of emergency savings
• Previously paused investing to focus on debt payoff
• Very little invested outside my retirement account
• No immediate need for this bonus money
I know paying down debt is a guaranteed return, but I’m trying to think long-term and not miss opportunities like I have in the past. But this is also the closest I’ve ever been to being completely debt-free in my adult life (all my fault), and I’m excited to finally get there.
Would love to hear your thoughts, Reddit!
| r/investing | post | r/investing | 2025-04-26 | Z0FBQUFBQm9ORzh5SXNjeHZTUVMxOGU3UkRYRzZoR3VNNGJtU3o1T2taWEJ0S2w5ZDVjNjR5bDFrMGxrZlhSWXlOcnZjdVROTHBjdkJ6TGNmajVsVGdieUxvWkRiSXVHb3c9PQ== | Z0FBQUFBQm9ORzgxUFJtNzAySGM2Q2lTZUpMUTdyd3FwV0dNZzNjRGI3WGRqTE94R05oRWk0RE9WaXBnT1FSS0s0UF9wOUtDbnJlZWhlT2lZRUp6SE1tM1BYT2hiczFMaXN5bzFna1BYVG5lS1pYazlEVU90emlCWHB5Nm9LdE9Ldjh6a1QycHJldU1Bakc1S1ljR1J2RHhzamFoYkIwRUpuZFRfbTk5Zjgya2hRaC05dVlLeFAydDFTRDJZdzJ0N052YVFxQmkzeFpkMl9teXAtZEI4S3hGREJLZXJPVHVZUT09 |
Public service announcement: if you want to invest in this coin just be aware that a few years ago they pumped and dumped it causing it to crash 90% . | r/filecoin | comment | r/filecoin | 2025-04-26 | Z0FBQUFBQm9ORzh5amlnbUNCUGxva01QZlBUaElfTVJxM1I3ZjZOQVd2VDZCdmFORE5QandLMHN0b2V4Z0tGQ3NSQlZfSWstRGFKYUlwZUF4eXQ2dFBQdmd0NlU2MHN2dHc9PQ== | Z0FBQUFBQm9ORzgxdHJiV0JhRDlkelpKb3lFVkxIZXFWVGNUQjhhNWlCNjc1aDFFS25Xb2N5NlZhWVNFQXE3QWFhNE9xX2FZVDRSdG00Z1kzQ3ZVWnNHWWVmSHFyTE4tbnFxSGRsY2lIMlpXVDg4Ni1aa2l3bnlFTDc2TGR6RWhPVTVzZU5tRmdSZFA1eUhsNWdteGI3em5SRzN5NG5kUnlkUWY3MnRZNFMxYjZjYmRjMjJDUmw3dzR1Zy1oVzFUYkgwV2taSlBQeTlqVi0xNWJ3RWJEdnIwR0hEQkVCQ1lPUT09 |
I strongly expect severe recession concerns are going to arise after the end of April, and dominate the economical conversations and the investment decisions. How to best position ourselves for this?
- Gold is supposed to be safe, but when there is a large equity selloff the value of the gold might go down as well as people sell what they can
- Short term bonds can be a good option. But i frankly don’t understand the pricing of the long term bonds. the best case expectation from these tariffs is to have a one time inflation shock. How come the yield on the 10 year bond is still <4.5%? i’m not sure if that even prices in the risk premiums correctly.
- large cash holding to preserve the capital and buy the dip. the problem is i buy back too early lol. i am sure i can’t resist to be all in after a 5% drop and it will drop a lot more afterwards.
- international markets, perhaps EFA. but they might have large exposure to the changes in US consumption numbers
- real estate. people need to store their wealth in some kind of assets. europe has a stable economy where people would feel safe to move large capitals to but there is no real growth stories for companies beyond the defense sector. perhaps EU or non-US REITs can be a good options.
what would be your moves? i moved things to gold around November but i am not sure how to position things for what i expect to come next, i.e. lots of bad economic data. currently i am thinking 30% cash, 30% bonds, 30% non-US REITs and 10% VOO or QQQ
| r/investing | post | r/investing | 2025-04-26 | Z0FBQUFBQm9ORzh5bG1aRTJaWEpCOFZuTUlSOGRuZDlqTzVxRVBjekcwZ2lBOXZfWndKZV93N2psalQyVVdxR3FoMmpiU0dxVlNZb2F0TzdFQzVWQzkzMElXemE3Qk1PWlE9PQ== | Z0FBQUFBQm9ORzgxZFVHUlB3YVA0ZkFHNlIyZUVMaDNzY1R0SDhKYjcyNF9tQmdIY2kyNHZTZ0NuanFDekE5M0VxTWRkZ1VVdVlhdkhNUHBkWjlZVXRCWGFtZE5LbmZEMkhFckNqbHVoYnd0eTdSRlFua2d2ZEtlYWE0U0FhZ2dTVlZKeGxvVkRqWWV1UEZyWDVpUWRUWmtqMFJBOHlDTFhlOTF3bjdYQ1hiMmh1bUd2d1RIbG02S2lLQ214Ul8tNGRCaWtsQkNDTzNr |
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