diff --git a/_posts/2021-11-27-notes-on-nano/Manifest.toml b/_posts/2021-11-27-notes-on-nano/Manifest.toml
index 36b8e1b..1047001 100644
--- a/_posts/2021-11-27-notes-on-nano/Manifest.toml
+++ b/_posts/2021-11-27-notes-on-nano/Manifest.toml
@@ -33,6 +33,12 @@ version = "3.5.0+3"
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
+[[deps.AssetRegistry]]
+deps = ["Distributed", "JSON", "Pidfile", "SHA", "Test"]
+git-tree-sha1 = "b25e88db7944f98789130d7b503276bc34bc098e"
+uuid = "bf4720bc-e11a-5d0c-854e-bdca1663c893"
+version = "0.1.0"
+
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
 git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
@@ -42,6 +48,18 @@ version = "1.0.1"
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
+[[deps.BinDeps]]
+deps = ["Libdl", "Pkg", "SHA", "URIParser", "Unicode"]
+git-tree-sha1 = "1289b57e8cf019aede076edab0587eb9644175bd"
+uuid = "9e28174c-4ba2-5203-b857-d8d62c4213ee"
+version = "1.0.2"
+
+[[deps.Blink]]
+deps = ["Base64", "BinDeps", "Distributed", "JSExpr", "JSON", "Lazy", "Logging", "MacroTools", "Mustache", "Mux", "Reexport", "Sockets", "WebIO", "WebSockets"]
+git-tree-sha1 = "08d0b679fd7caa49e2bca9214b131289e19808c0"
+uuid = "ad839575-38b3-5650-b840-f874b8c74a25"
+version = "0.12.5"
+
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
@@ -233,6 +251,9 @@ git-tree-sha1 = "04d13bfa8ef11720c24e4d840c0033d145537df7"
 uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
 version = "0.9.17"
 
+[[deps.FileWatching]]
+uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
+
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "Statistics"]
 git-tree-sha1 = "8756f9935b7ccc9064c6eef0bff0ad643df733a3"
@@ -269,6 +290,12 @@ git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
 version = "1.0.10+0"
 
+[[deps.FunctionalCollections]]
+deps = ["Test"]
+git-tree-sha1 = "04cb9cfaa6ba5311973994fe3496ddec19b6292a"
+uuid = "de31a74c-ac4f-5751-b3fd-e18cd04993ca"
+version = "0.5.0"
+
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
@@ -305,9 +332,9 @@ version = "0.21.0+0"
 
 [[deps.Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "7bf67e9a481712b3dbe9cb3dac852dc4b1162e02"
+git-tree-sha1 = "74ef6288d071f58033d54fd6708d4bc23a8b8972"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.68.3+0"
+version = "2.68.3+1"
 
 [[deps.Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -328,9 +355,15 @@ version = "0.9.17"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
-git-tree-sha1 = "8a954fed8ac097d5be04921d595f741115c1b2ad"
+git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "2.8.1+0"
+version = "2.8.1+1"
+
+[[deps.Hiccup]]
+deps = ["MacroTools", "Test"]
+git-tree-sha1 = "6187bb2d5fcbb2007c39e7ac53308b0d371124bd"
+uuid = "9fb69e20-1954-56bb-a84f-559cc56a8ff7"
+version = "0.2.2"
 
 [[deps.IniFile]]
 deps = ["Test"]
@@ -392,6 +425,12 @@ git-tree-sha1 = "642a199af8b68253517b80bd3bfd17eb4e84df6e"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
 version = "1.3.0"
 
+[[deps.JSExpr]]
+deps = ["JSON", "MacroTools", "Observables", "WebIO"]
+git-tree-sha1 = "bd6c034156b1e7295450a219c4340e32e50b08b1"
+uuid = "97c1335a-c9c5-57fe-bc5d-ec35cebe8660"
+version = "0.5.3"
+
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
 git-tree-sha1 = "8076680b162ada2a031f707ac7b4953e30667a37"
@@ -404,6 +443,12 @@ git-tree-sha1 = "d735490ac75c5cb9f1b00d8b5509c11984dc6943"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
 version = "2.1.0+0"
 
+[[deps.Kaleido_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "2ef87eeaa28713cb010f9fb0be288b6c1a4ecd53"
+uuid = "f7e6163d-2fa5-5f23-b69c-1db539e41963"
+version = "0.1.0+0"
+
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
 git-tree-sha1 = "591e8dc09ad18386189610acafb970032c519707"
@@ -433,6 +478,12 @@ git-tree-sha1 = "a8f4f279b6fa3c3c4f1adadd78a621b13a506bce"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
 version = "0.15.9"
 
+[[deps.Lazy]]
+deps = ["MacroTools"]
+git-tree-sha1 = "1370f8202dac30758f3c345f9909b97f53d87d3f"
+uuid = "50d2b5c4-7a5e-59d5-8109-a42b560f39c0"
+version = "0.15.1"
+
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
@@ -566,6 +617,18 @@ git-tree-sha1 = "8d958ff1854b166003238fe191ec34b9d592860a"
 uuid = "6f286f6a-111f-5878-ab1e-185364afe411"
 version = "0.8.0"
 
+[[deps.Mustache]]
+deps = ["Printf", "Tables"]
+git-tree-sha1 = "21d7a05c3b94bcf45af67beccab4f2a1f4a3c30a"
+uuid = "ffc61752-8dc7-55ee-8c37-f3e9cdd09e70"
+version = "1.0.12"
+
+[[deps.Mux]]
+deps = ["AssetRegistry", "Base64", "HTTP", "Hiccup", "Pkg", "Sockets", "WebSockets"]
+git-tree-sha1 = "82dfb2cead9895e10ee1b0ca37a01088456c4364"
+uuid = "a975b10e-0019-58db-a62f-e48ff68538c9"
+version = "0.7.6"
+
 [[deps.NaNMath]]
 git-tree-sha1 = "bfe47e760d60b82b66b61d2d44128b62e3a369fb"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
@@ -640,12 +703,24 @@ git-tree-sha1 = "ee26b350276c51697c9c2d88a072b339f9f03d73"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
 version = "0.11.5"
 
+[[deps.Parameters]]
+deps = ["OrderedCollections", "UnPack"]
+git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
+uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
+version = "0.12.3"
+
 [[deps.Parsers]]
 deps = ["Dates"]
 git-tree-sha1 = "ae4bbcadb2906ccc085cf52ac286dc1377dceccc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.1.2"
 
+[[deps.Pidfile]]
+deps = ["FileWatching", "Test"]
+git-tree-sha1 = "1be8660b2064893cd2dae4bd004b589278e4440d"
+uuid = "fa939f87-e72e-5be4-a000-7fc836dbe307"
+version = "1.2.0"
+
 [[deps.Pixman_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "b4f5d02549a10e20780a24fce72bea96b6329e29"
@@ -668,6 +743,18 @@ git-tree-sha1 = "b084324b4af5a438cd63619fd006614b3b20b87b"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
 version = "1.0.15"
 
+[[deps.PlotlyBase]]
+deps = ["ColorSchemes", "Dates", "DelimitedFiles", "DocStringExtensions", "JSON", "LaTeXStrings", "Logging", "Parameters", "Pkg", "REPL", "Requires", "Statistics", "UUIDs"]
+git-tree-sha1 = "180d744848ba316a3d0fdf4dbd34b77c7242963a"
+uuid = "a03496cd-edff-5a9b-9e67-9cda94a718b5"
+version = "0.8.18"
+
+[[deps.PlotlyJS]]
+deps = ["Base64", "Blink", "DelimitedFiles", "JSExpr", "JSON", "Kaleido_jll", "Markdown", "Pkg", "PlotlyBase", "REPL", "Reexport", "Requires", "WebIO"]
+git-tree-sha1 = "53d6325e14d3bdb85fd387a085075f36082f35a3"
+uuid = "f0f68f2c-4968-5e81-91da-67840de0976a"
+version = "0.18.8"
+
 [[deps.Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "JSON", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun"]
 git-tree-sha1 = "93f484f18848234ac2c1387c7e5263f840cdafe3"
@@ -887,6 +974,12 @@ git-tree-sha1 = "216b95ea110b5972db65aa90f88d8d89dcb8851c"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.9.6"
 
+[[deps.URIParser]]
+deps = ["Unicode"]
+git-tree-sha1 = "53a9f49546b8d2dd2e688d216421d050c9a31d0d"
+uuid = "30578b45-9adc-5946-b283-645ec420af67"
+version = "0.4.1"
+
 [[deps.URIs]]
 git-tree-sha1 = "97bbe755a53fe859669cd907f2d96aee8d2c1355"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
@@ -896,6 +989,11 @@ version = "1.3.0"
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 
+[[deps.UnPack]]
+git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
+uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
+version = "1.0.2"
+
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
@@ -923,6 +1021,18 @@ git-tree-sha1 = "c69f9da3ff2f4f02e811c3323c22e5dfcb584cfa"
 uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
 version = "1.4.1"
 
+[[deps.WebIO]]
+deps = ["AssetRegistry", "Base64", "Distributed", "FunctionalCollections", "JSON", "Logging", "Observables", "Pkg", "Random", "Requires", "Sockets", "UUIDs", "WebSockets", "Widgets"]
+git-tree-sha1 = "5fe32e4086d49f7ab9b087296742859f3ae6d62a"
+uuid = "0f1e0344-ec1d-5b48-a673-e5cf874b6c29"
+version = "0.8.16"
+
+[[deps.WebSockets]]
+deps = ["Base64", "Dates", "HTTP", "Logging", "Sockets"]
+git-tree-sha1 = "f91a602e25fe6b89afc93cf02a4ae18ee9384ce3"
+uuid = "104b5d7c-a370-577a-8038-80a2059c5097"
+version = "1.5.9"
+
 [[deps.Widgets]]
 deps = ["Colors", "Dates", "Observables", "OrderedCollections"]
 git-tree-sha1 = "80661f59d28714632132c73779f8becc19a113f2"
diff --git a/_posts/2021-11-27-notes-on-nano/Project.toml b/_posts/2021-11-27-notes-on-nano/Project.toml
index 339a542..defd5fe 100644
--- a/_posts/2021-11-27-notes-on-nano/Project.toml
+++ b/_posts/2021-11-27-notes-on-nano/Project.toml
@@ -3,6 +3,7 @@ CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
 DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 StringViews = "354b36f9-a18e-4713-926e-db85100087ba"
diff --git a/_posts/2021-11-27-notes-on-nano/caps.html b/_posts/2021-11-27-notes-on-nano/caps.html
new file mode 100644
index 0000000..be016af
--- /dev/null
+++ b/_posts/2021-11-27-notes-on-nano/caps.html
@@ -0,0 +1,34 @@
+<html>
+<head><meta chartset="utf-8" /></head>
+<body>
+<div>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG"></script>
+    <script type="text/javascript">
+window.PlotlyConfig = {MathJaxConfig: 'local'};
+</script>
+<script src="https://cdn.plot.ly/plotly-2.3.0.min.js"></script>
+
+    <div
+        id=ae4be846-bee7-4698-a42b-fbcded7bf57b
+        class="plotly-graph-div"
+        style="height:100%; width:100%;">
+    </div>
+    <script type="text/javascript">
+        
+        window.PLOTLYENV = window.PLOTLYENV || {}
+        
+        if (document.getElementById('ae4be846-bee7-4698-a42b-fbcded7bf57b')) {
+    Plotly.newPlot(
+        'ae4be846-bee7-4698-a42b-fbcded7bf57b',
+        [{"x":[60.0,5.0,5.0,10.0,5.0,5.0,5.0,15.0,5.0,5.0,5.0,5.0,0.0,0.0,60.0,4.0,0.0,0.0,0.0,5.0,60.0,2.0,5.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,0.0,4.0,30.0,5.0,60.0,5.0,5.0,5.0,5.0,5.0,30.0,51.0,5.0,2.0,5.0,0.0,4.0,5.0,0.0,5.0,5.0,1.0,5.0,0.0,5.0,1.75,5.0,40.0,5.0,5.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,10.0,40.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,0.75,5.0,5.0,5.0,5.0],"mode":"markers","xaxis":"x","y":[1.9928775662780778e9,7.792947555150386e8,1.2493409350001287e10,1.605287457751129e9,4.1528666150375084e10,4.580311701154375e9,3.2945342928802876e9,3.930453937391041e9,7.720689861791226e10,3.990987863638642e7,1.0683601925088571e9,2.3472970454983565e8,6.805229545027772e9,5.22557075101709e10,8.313228890843507e8,1.0704921567298903e8,4.960479830812149e8,3.95445005386464e10,6.07479431438293e8,8.044904481663503e7,1.0420422847404281e9,2.9461609086544834e10,7.714358314830104e7,5.407987148612589e8,3.208330900374129e8,2.805733254158842e8,2.6253604070601302e8,2.2775228474175906e8,8.830803095270724e8,3.7333531002301824e8,5.1222678441360587e8,4.869251261076709e8,3.543383206606583e9,2.9660931073531246e8,1.125528354906805e9,1.246096523157204e8,1.4471665857513996e10,2.1852552064701257e9,2.958516081131409e9,9.395408345526534e8,1.0769736626805025e10,3.618607443780518e8,1.3896888495644608e8,2.5989908073010077e9,3.5994007026108676e8,5.06817804065559e8,6.877999308168703e7,3.9818225397272795e8,8.070096969276866e8,1.0812508220041544e9,6.659855155184598e8,2.9251279798742228e9,4.7944795186880334e11,3.316249955108724e9,2.354379523311115e9,4.045185217249011e8,6.125122751023908e8,2.2327390705450333e10,1.4622588226368642e9,8.914710528059093e9,1.4439089922527895e9,7.663524091115488e7,6.881654891282245e9,1.1984327469181185e9,1.5858428296110754e9,9.208590108901087e9,3.466525979616599e8,4.192970106699335e10,9.196540579854585e11,1.674568550260273e9,2.1952567665598366e8,7.916413346205711e8,1.6356550078552693e8,1.5848136997894886e8,6.927831533885889e9,1.2030582298314476e8,1.6363501312631917e8,8.689952117734014e8,9.596336991671562e9,1.6905914495531526e8,2.3705998072679133e9,1.0469846262569011e9,7.114858869023434e8],"type":"scatter","text":["Zcash (ZEC)","Yearn Finance (YFI)","Wrapped Bitcoin (WBTC)","Waves (WAVES)","USD Coin (USDC)","The Sandbox (SAND)","The Graph (GRT)","Tezos (XTZ)","Tether USD (USDT) ERC-20","tBTC (TBTC)","Sushi (SUSHI)","Storj (STORJ)","Stellar Lumens (XLM)","Solana (SOL)","Siacoin (SC)","Shiden (SDN)","Serum (SRM)","Ripple (XRP)","Raydium (RAY)","Rarible (RARI)","Qtum (QTUM)","Polkadot (DOT)","Phala (PHA)","Perpetual Protocol (PERP)","PAX Gold (PAXG)","Oxygen (OXY)","Origin Protocol (OGN)","Orchid (OXT)","OmiseGO (OMG)","Ocean (OCEAN)","Nano (XNO)","Moonriver (MOVR)","Monero (XMR)","Mirror Protocol (MIR)","Mina (MINA)","Enzyme Finance (MLN)","Polygon (MATIC)","Maker (MKR)","Loopring (LRC)","Livepeer (LPT)","Litecoin (LTC)","Lisk (LSK)","Kyber Network (KNC)","Kusama (KSM)","Keep Network (KEEP)","Kava (KAVA)","Karura (KAR)","Injective Protocol (INJ)","ICON (ICX)","Synthetix (SNX)","Gnosis (GNO)","Flow (FLOW)","Ethereum (ETH)","EOS (EOS)","Enjin Coin (ENJ)","Energy Web Token (EWT)","dYdX (DYDX)","Dogecoin 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Cap vs. Confirmation Time, Data From: 2021-12-11","yaxis":{"title":{"text":"Market Capitalization  (USD)"}}},
+        {"editable":false,"responsive":true,"staticPlot":false,"scrollZoom":true},
+    )
+}
+
+        
+    </script>
+</div>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/_posts/2021-11-27-notes-on-nano/interactive_plot.jl b/_posts/2021-11-27-notes-on-nano/interactive_plot.jl
new file mode 100644
index 0000000..4797470
--- /dev/null
+++ b/_posts/2021-11-27-notes-on-nano/interactive_plot.jl
@@ -0,0 +1,141 @@
+using PlotlyJS
+using CSV
+using HTTP
+using DataFrames
+using StringViews
+using JSON
+using Dates
+
+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
+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
+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 = coins[coins.id.!="xeno-token", :]
+
+coins = unique(coins[end:-1:1, :], :symbol);
+
+df = innerjoin(df, coins, on = :symbol)
+
+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, ",")
+
+caps = HTTP.get(mktcap_url).body |>
+       StringView |> JSON.parse
+
+df.mktcap = [caps[id]["usd_market_cap"] for id in df.id]
+df.volume = [caps[id]["usd_24h_vol"] for id in df.id]
+df.logvol = log.(df.volume)
+df = df[df.mktcap.!=0, :]
+
+
+
+p = plot(df,
+    x = :confirmationMinutes,
+    y = :mktcap, mode = "markers",
+    text = :cryptocurrency,
+    marker_color = :logvol,
+    marker = attr(colorscale = "Viridis", line = attr(width = 0.4, color = "DarkSlateGrey")),
+    Layout(title = "Market Cap vs. Confirmation Time, Data From: $(today())",),
+    labels = Dict(
+        :confirmationMinutes => "Confirmation Time (Minutes)",
+        :mktcap => "Market Capitalization  (USD)"),
+)
+
+open("./caps.html", "w") do io
+    PlotlyBase.to_html(io, p.plot)
+end
\ No newline at end of file
diff --git a/_posts/2021-11-27-notes-on-nano/notes-on-nano.Rmd b/_posts/2021-11-27-notes-on-nano/notes-on-nano.Rmd
index 0f27f22..a248718 100644
--- a/_posts/2021-11-27-notes-on-nano/notes-on-nano.Rmd
+++ b/_posts/2021-11-27-notes-on-nano/notes-on-nano.Rmd
@@ -27,7 +27,16 @@ The current narrative of the most influential coins is that bitcoin will change
 
 The coin I want to talk about is Nano (XNO). As of writing, it is ranked #175 by market capitalization. Nano does one thing and executes it perfectly: being a currency. The current market capitalization is far lower than other coins with similar amounts of development and community. Ethereum has a vibrant ecosystem where usage causes more usage. [The figure here illustrates this nicely.](https://twitter.com/domothy/status/1462988092848156677/photo/1) The only way to increase demand for Nano and increase the price is to get it used for everyday transactions which would make the limited supply more scarce. Currencies have so much more to offer the world than just stores of value that can shoot up in price, and I think Nano is the perfect example of that. A coin of pure utility.
 
-![Data from [@kraken_deposit] and [@coingecko]](caps.svg)
+<!-- ![Data from [@kraken_deposit] and [@coingecko]](caps.svg) -->
+
+<embed
+  type="text/html"
+  src="caps.html"
+  width="100%"
+  style="min-height: 70vh; max-height: 80vh"
+/>
+
+<figcaption>Data from [@kraken_deposit] and [@coingecko]</figcaption></br>
 
 Transactions must happen in seconds for a currency to be usable. Above are all the coins listed on Kraken, along with their confirmation time. Confirmation time is the amount of time Kraken recommends waiting before a transaction can be trusted not to be reversed on the blockchain. Kraken's times are conservative, but I believe them to be a trusted authority on the topic. It's important to note that most of the coins on this list are not designed with buying coffee in mind, but I think the comparison is still relevant since it is commonly believed that the only thing holding Bitcoin and its derivatives back from being used everywhere is hitting a critical mass of adoption among retail. Bitcoin is making progress, but Bitcoin today is far from being used as a currency.