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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
$ 70,630.002.65%
ethereumEthereum
$ 2,089.562.23%
bnbBNB
$ 637.300.88%
xrpXRP
$ 1.420.24%
cardanoCardano
$ 0.2693911.28%
solanaSolana
$ 86.420.61%
dogecoinDogecoin
$ 0.0960451.54%
polkadotPolkadot
$ 1.342.09%
shiba-inuShiba Inu
$ 0.0000062.17%
daiDai
$ 0.9997060.06%
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bitcoin
Bitcoin (BTC) $ 70,630.00
ethereum
Ethereum (ETH) $ 2,089.56
tether
Tether (USDT) $ 0.99936
bnb
BNB (BNB) $ 637.30
xrp
XRP (XRP) $ 1.42
usd-coin
USDC (USDC) $ 0.999824
solana
Solana (SOL) $ 86.42
tron
TRON (TRX) $ 0.278885
jusd
JUSD (JUSD) $ 0.999053
dogecoin
Dogecoin (DOGE) $ 0.096045