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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
$ 71,221.002.55%
ethereumEthereum
$ 2,109.780.7%
bnbBNB
$ 646.400.85%
xrpXRP
$ 1.440.14%
cardanoCardano
$ 0.2730811.47%
solanaSolana
$ 87.930.79%
dogecoinDogecoin
$ 0.0973811.59%
polkadotPolkadot
$ 1.352.41%
shiba-inuShiba Inu
$ 0.0000062.83%
daiDai
$ 1.000.14%
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bitcoin
Bitcoin (BTC) $ 71,221.00
ethereum
Ethereum (ETH) $ 2,109.78
tether
Tether (USDT) $ 0.99939
bnb
BNB (BNB) $ 646.40
xrp
XRP (XRP) $ 1.44
usd-coin
USDC (USDC) $ 0.999802
solana
Solana (SOL) $ 87.93
tron
TRON (TRX) $ 0.279
jusd
JUSD (JUSD) $ 0.999053
dogecoin
Dogecoin (DOGE) $ 0.097381