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141 lines
3.0 KiB
Julia
141 lines
3.0 KiB
Julia
using PlotlyJS
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using CSV
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using HTTP
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using DataFrames
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using StringViews
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using JSON
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using Dates
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kraken = """
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cryptocurrency confirmationMinutes
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0x (ZRX) 5
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1inch (1INCH) 5
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Aave (AAVE) 5
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Aavegotchi (GHST) 5
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Algorand (ALGO) 0.75
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Ankr (ANKR) 5
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Aragon (ANT) 5
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Augur (REP) 5
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Augur v2 (REPV2) 5
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Axie Infinity (AXS) 5
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Badger DAO (BADGER) 5
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Balancer (BAL) 5
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Bancor (BNT) 5
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Band Protocol (BAND) 5
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Basic Attention Token (BAT) 5
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Bifrost (BNC) 4
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Bitcoin (BTC) 40
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Cardano (ADA) 10
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Cartesi (CTSI) 5
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Chainlink (LINK) 5
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Chiliz (CHZ) 5
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Compound (COMP) 5
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Cosmos (ATOM) 0
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Covalent (CQT) 5
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Curve (CRV) 5
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Dash (DASH) 5
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Dai (DAI) ERC-20 5
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Decentraland (MANA) 5
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Dogecoin (DOGE) 40
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dYdX (DYDX) 5
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Energy Web Token (EWT) 1.75
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Enjin Coin (ENJ) 5
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Enzyme Finance (MLN) 5
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EOS (EOS) 0
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Ethereum (ETH) 5
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Flow (FLOW) 1
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Gnosis (GNO) 5
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ICON (ICX) 0
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Injective Protocol (INJ) 5
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Karura (KAR) 4
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Kava (KAVA) 0
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Keep Network (KEEP) 5
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Kusama (KSM) 2
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Kyber Network (KNC) 5
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Lisk (LSK) 51
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Litecoin (LTC) 30
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Livepeer (LPT) 5
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Loopring (LRC) 5
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Maker (MKR) 5
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Mina (MINA) 60
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Mirror Protocol (MIR) 5
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Monero (XMR) 30
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Moonriver (MOVR) 4
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Nano (XNO) 0
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Ocean (OCEAN) 5
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OmiseGO (OMG) 5
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Orchid (OXT) 5
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Origin Protocol (OGN) 5
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Oxygen (OXY) 0
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PAX Gold (PAXG) 5
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Perpetual Protocol (PERP) 5
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Phala (PHA) 5
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Polkadot (DOT) 2
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Polygon (MATIC) 5
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Qtum (QTUM) 60
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Rarible (RARI) 5
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Raydium (RAY) 0
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REN Protocol (REN) 5
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Ripple (XRP) 0
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Serum (SRM) 0
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Shiden (SDN) 4
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Siacoin (SC) 60
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Solana (SOL) 0
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Stellar Lumens (XLM) 0
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Storj (STORJ) 5
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Sushi (SUSHI) 5
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Synthetix (SNX) 5
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tBTC (TBTC) 5
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Tether USD (USDT) ERC-20 5
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Tezos (XTZ) 15
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The Graph (GRT) 5
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The Sandbox (SAND) 5
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Tron (TRX) 1
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Uniswap (UNI) 5
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USD Coin (USDC) 5
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Waves (WAVES) 10
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Wrapped Bitcoin (WBTC) 5
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Yearn Finance (YFI) 5
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Zcash (ZEC) 60
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"""
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df = CSV.File(IOBuffer(kraken)) |> DataFrame
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df.symbol = [split(split(sym, "(")[end], ")")[1] |> lowercase for sym in df.cryptocurrency]
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coins = HTTP.get("https://api.coingecko.com/api/v3/coins/list").body |>
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StringView |> JSON.parse .|> DataFrame |> x -> vcat(x...)
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coins = coins[coins.id.!="xeno-token", :]
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coins = unique(coins[end:-1:1, :], :symbol);
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df = innerjoin(df, coins, on = :symbol)
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mktcap_url = "https://api.coingecko.com/api/v3/simple/price?vs_currencies=usd&include_market_cap=true&include_24hr_vol=true&ids=" * join(df.id, ",")
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caps = HTTP.get(mktcap_url).body |>
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StringView |> JSON.parse
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df.mktcap = [caps[id]["usd_market_cap"] for id in df.id]
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df.volume = [caps[id]["usd_24h_vol"] for id in df.id]
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df.logvol = log.(df.volume)
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df = df[df.mktcap.!=0, :]
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p = plot(df,
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x = :confirmationMinutes,
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y = :mktcap, mode = "markers",
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text = :cryptocurrency,
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marker_color = :logvol,
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marker = attr(colorscale = "Viridis", line = attr(width = 0.4, color = "DarkSlateGrey")),
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Layout(title = "Market Cap vs. Confirmation Time, Data From: $(today())",),
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labels = Dict(
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:confirmationMinutes => "Confirmation Time (Minutes)",
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:mktcap => "Market Capitalization (USD)"),
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)
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open("./caps.html", "w") do io
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PlotlyBase.to_html(io, p.plot)
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end |