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How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models

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Top 10 Cryptocurrencies
bitcoinBitcoin
$ 70,721.002.1%
ethereumEthereum
$ 2,130.554.26%
bnbBNB
$ 642.700.46%
xrpXRP
$ 1.451.57%
cardanoCardano
$ 0.2735580.5%
solanaSolana
$ 87.881.77%
dogecoinDogecoin
$ 0.0978930.93%
polkadotPolkadot
$ 1.360.49%
shiba-inuShiba Inu
$ 0.0000060.41%
daiDai
$ 0.9987280.1%
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bitcoin
Bitcoin (BTC) $ 70,721.00
ethereum
Ethereum (ETH) $ 2,130.55
tether
Tether (USDT) $ 0.999203
xrp
XRP (XRP) $ 1.45
bnb
BNB (BNB) $ 642.70
usd-coin
USDC (USDC) $ 0.99983
solana
Solana (SOL) $ 87.88
tron
TRON (TRX) $ 0.278706
jusd
JUSD (JUSD) $ 0.999053
dogecoin
Dogecoin (DOGE) $ 0.097893