moved plots over

2025-08-02 19:41:38 +00:00 · 2021-11-27 14:32:29 -07:00
parent 4c75dd8345
commit fd106d3b26
6 changed files with 1839 additions and 0 deletions
--- a/_posts/2021-11-27-notes-on-nano/notes-on-nano.jl
+++ b/_posts/2021-11-27-notes-on-nano/notes-on-nano.jl
@@ -0,0 +1,170 @@
+using CSV
+using DataFrames
+using HTTP
+using StringViews
+using JSON
+
+using Plots
+using StatsPlots
+using Colors
+theme(:ggplot2)
+jlc = Colors.JULIA_LOGO_COLORS;
+
+kraken = """
+cryptocurrency	confirmationMinutes
+0x (ZRX)	5
+1inch (1INCH)	5
+Aave (AAVE)	5
+Aavegotchi (GHST)	5
+Algorand (ALGO)	0.75
+Ankr (ANKR)	5
+Aragon (ANT)	5
+Augur (REP)	5
+Augur v2 (REPV2)	5
+Axie Infinity (AXS)	5
+Badger DAO (BADGER)	5
+Balancer (BAL)	5
+Bancor (BNT)	5
+Band Protocol (BAND)	5
+Basic Attention Token (BAT)	5
+Bifrost (BNC)	4
+Bitcoin (BTC)	40
+Bitcoin Cash (BCH)	150
+Cardano (ADA)	10
+Cartesi (CTSI)	5
+Chainlink (LINK)	5
+Chiliz (CHZ)	5
+Compound (COMP)	5
+Cosmos (ATOM)	0
+Covalent (CQT)	5
+Curve (CRV)	5
+Dash (DASH)	5
+Dai (DAI) ERC-20	5
+Decentraland (MANA)	5
+Dogecoin (DOGE)	40
+dYdX (DYDX)	5
+Energy Web Token (EWT)	1.75
+Enjin Coin (ENJ)	5
+Enzyme Finance (MLN)	5
+EOS (EOS)	0
+Ethereum (ETH)	5
+Filecoin (FIL)	100
+Flow (FLOW)	1
+Gnosis (GNO)	5
+ICON (ICX)	0
+Injective Protocol (INJ)	5
+Karura (KAR)	4
+Kava (KAVA)	0
+Keep Network (KEEP)	5
+Kusama (KSM)	2
+Kyber Network (KNC)	5
+Lisk (LSK)	51
+Litecoin (LTC)	30
+Livepeer (LPT)	5
+Loopring (LRC)	5
+Maker (MKR)	5
+Mina (MINA)	60
+Mirror Protocol (MIR)	5
+Monero (XMR)	30
+Moonriver (MOVR)	4
+Nano (XNO)	0
+Ocean (OCEAN)	5
+OmiseGO (OMG)	5
+Orchid (OXT)	5
+Origin Protocol (OGN)	5
+Oxygen (OXY)	0
+PAX Gold (PAXG)	5
+Perpetual Protocol (PERP)	5
+Phala (PHA)	5
+Polkadot (DOT)	2
+Polygon (MATIC)	5
+Qtum (QTUM)	60
+Rarible (RARI)	5
+Raydium (RAY)	0
+REN Protocol (REN)	5
+Ripple (XRP)	0
+Serum (SRM)	0
+Shiden (SDN)	4
+Siacoin (SC)	60
+Solana (SOL)	0
+Stellar Lumens (XLM)	0
+Storj (STORJ)	5
+Sushi (SUSHI)	5
+Synthetix (SNX)	5
+tBTC (TBTC)	5
+Tether USD (USDT) ERC-20	5
+Tezos (XTZ)	15
+The Graph (GRT)	5
+The Sandbox (SAND)	5
+Tron (TRX)	1
+Uniswap (UNI)	5
+USD Coin (USDC)	5
+Waves (WAVES)	10
+Wrapped Bitcoin (WBTC)	5
+Yearn Finance (YFI)	5
+Zcash (ZEC)	60
+"""
+
+df = CSV.File(IOBuffer(kraken)) |> DataFrame
+
+df.symbol = [split(split(sym, "(")[end], ")")[1] |> lowercase for sym in df.cryptocurrency]
+
+coins = HTTP.get("https://api.coingecko.com/api/v3/coins/list").body |>
+        StringView |> JSON.parse .|> DataFrame |> x -> vcat(x...)
+
+coins = unique(coins, :symbol);
+
+df = innerjoin(df, coins, on = :symbol)
+
+mktcap_url = "https://api.coingecko.com/api/v3/simple/price?vs_currencies=usd&include_market_cap=true&ids=" * join(df.id, ",")
+
+caps = HTTP.get(mktcap_url).body |>
+       StringView |> JSON.parse
+
+df.mktcap = [caps[id]["usd_market_cap"] ./ 1e9 for id in df.id]
+df = df[df.mktcap.!=0, :]
+
+let
+    scatter(df.confirmationMinutes .+ 0.1, df.mktcap, alpha = 0.5, label = nothing)
+    title!("Market Cap vs. Confirmation Time")
+    xlabel!("Confirmation Time (Minutes)")
+    ylabel!("Market Cap (Billions USD)")
+    annotate!(12, 425, "Ethereum")
+    annotate!(45, 975, "Bitcoin")
+    annotate!(-1, 1000, text("Prices as of: $(today())", :left, 8))
+
+    savefig("caps.svg")
+end
+
+fast = df[df.confirmationMinutes.==0, :]
+
+fast.logcap = log2.(fast.mktcap)
+
+cats = [
+    "cosmos" "Parachain"
+    "icon" "Parachain"
+    "kava" "DeFi"
+    "nano" "Currency"
+    "oxygen" "DeFi"
+    "raydium" "DeFi"
+    "serum" "DeFi"
+    # "solana"  "Smart Contract" # Only smart contract and market cap is way too high
+    "stellar" "Parachain"
+] |> x -> DataFrame(x, [:id, :category])
+
+fast = innerjoin(cats, fast, on = :id)
+
+let
+    @df fast bar(
+        :id,
+        :mktcap,
+        group = :category,
+        xrotation = 15,
+        legend = :topleft,
+        fillcolor = [jlc.blue jlc.green jlc.purple],
+    )
+
+    title!("Market Caps of Fast Coins")
+    ylabel!("Market Cap (Billions USD)")
+    savefig("fast.svg")
+end