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dataset:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":1594,"value":"data_initial = await FileAttachment(\"ETH-USD@3.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"data_initial","database":"$undefined"},{"id":49,"value":"// Uncomment to activate\n\ndata_forAroundOneYear = aq.from(data_initial)\n .filter( aq.escape(d => d[\"Date\"].getFullYear() > 2022 ) )\n\t.objects()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3050,"value":"data_filtered = aq.from(data_initial)\n .filter(aq.escape((d) => d[\"Date\"].getFullYear() === year_slider))\n .objects()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3052,"value":"viewof year_slider = Inputs.range([2017, 2023], {label: \"Year\", step: 1, value: 2023})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2683,"value":"$${viewof year_slider}","pinned":true,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3141,"value":"numberOfDaysInFilteredData = data_filtered.length","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3007,"value":"$${viewof year_slider}","pinned":true,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":402,"value":"import {Plot} from \"@mkfreeman/plot-tooltip\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3152,"value":"$${viewof year_slider}","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3155,"value":"createTooltipContent = (d) => \n`${ d[\"Date\"].toLocaleString('default', { month: 'long' }) } ${d[\"Date\"].getDate()}\n Close: ${ d3.format('.3s')(d[\"Close\"]) }\n High: ${ d3.format('.3s')(d[\"High\"]) }\n Open: ${ d3.format('.3s')(d[\"Open\"]) }\n Low: ${ d3.format('.3s')(d[\"Low\"]) }`","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3157,"value":"fc = require('d3fc')","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3159,"value":"emaColumn = fc.indicatorExponentialMovingAverage()\n .period( 9 )\n .value(d => d[\"Close\"])\n ( data_filtered )","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3162,"value":"bollingerColumn = fc.indicatorBollingerBands()\n .value( d => d[\"Close\"] )\n .period( bollingerPeriod_slider )\n .multiplier( 2 ) // standard deviation to plot\n ( data_filtered )","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3164,"value":"viewof bollingerPeriod_slider = Inputs.range([0, 100], {\n label: \"Bollinger Period\",\n step: 1,\n value: 7\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3166,"value":"macdColumn = fc.indicatorMacd()\n .value( d => d[\"Close\"] )\n .signalPeriod( 9 )\n .fastPeriod( 12 )\n .slowPeriod( 26 )\n ( data_filtered )","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3168,"value":"data_filtered_withIndicators = data_filtered.map( (d, i) => ({ \n ema: emaColumn[i],\n macd: macdColumn[i].macd,\n macdSignal: macdColumn[i].signal,\n macdDivergence: macdColumn[i].divergence,\n bollingerUpper: bollingerColumn[i].upper, \n bollingerAverage: bollingerColumn[i].average,\n bollingerLower: bollingerColumn[i].lower,\n ...d\n}))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3170,"value":"viewof bollinger_multiplier = Inputs.range([0, 7], {label: \"Bollinger Standard Deviations\", step: 1, value:2})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3172,"value":"viewof ema_period_slider = Inputs.range([0, 100], {label: \"EMA period\", step: 1, value: 9})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3174,"value":"\n

\n\n
\n ${viewof bollingerPeriod_slider} ${viewof bollinger_multiplier}\n
\n ${viewof ema_period_slider}\n
\n ${viewof year_slider}\n\n

","pinned":true,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3176,"value":"Plot.plot({\n grid: true,\n tooltip:{\n stroke: d => d[\"Open\"] < d[\"Close\"] ? \"green\" : \"red\"\n },\n y: {\n axis: \"left\"\n },\n x: {\n axis: \"bottom\"\n },\n width: 900,\n marks: [\n \n // Wicks\n Plot.ruleX(data_filtered, {\n x: \"Date\",\n y1: \"High\", \n y2: \"Low\",\n stroke: d => d[\"Open\"] < d[\"Close\"] ? \"green\" : \"red\",\n title: d => createTooltipContent( d )\n }),\n \n // Candle Body\n Plot.ruleX(data_filtered, {\n x: \"Date\", \n y1: \"Close\",\n y2: \"Open\",\n strokeWidth: innerWidth / numberOfDaysInFilteredData,\n stroke: d => d[\"Open\"] < d[\"Close\"] ? \"green\" : \"red\",\n title: d => createTooltipContent( d )\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3178,"value":"Plot.plot({\n grid: true,\n tooltip:{\n stroke: d => d[\"Open\"] < d[\"Close\"] ? \"green\" : \"red\"\n },\n y: {\n axis: \"left\"\n },\n x: {\n axis: \"bottom\"\n },\n width: 900,\n marks: [\n Plot.areaY(data_filtered_withIndicators, {\n x: \"Date\", \n y1: \"bollingerLower\",\n y2: \"bollingerUpper\",\n fill: 'salmon',\n fillOpacity: 0.2,\n stroke : 'salmon',\n strokeOpacity: 2\n }),\n \n // Wicks\n Plot.ruleX(data_filtered, {\n x: \"Date\",\n y1: \"High\", \n y2: \"Low\",\n stroke: d => d[\"Open\"] < d[\"Close\"] ? \"green\" : \"red\",\n title: d => createTooltipContent( d )\n }),\n \n // Candle Body\n Plot.ruleX(data_filtered, {\n x: \"Date\", \n y1: \"Close\",\n y2: \"Open\",\n strokeWidth: innerWidth / numberOfDaysInFilteredData,\n stroke: d => d[\"Open\"] < d[\"Close\"] ? \"green\" : \"red\",\n title: d => createTooltipContent( d )\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3181,"value":"data_currentPrice = d3.json(\"https://www.binance.com/api/v3/ticker/price?symbol=ETHUSDT\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3189,"value":"$49","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3226,"value":"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":19,"value":"## Appendix","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":21,"value":"**Notebook Style**","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":16,"value":"import {toc} from \"@nebrius/indented-toc\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":781,"value":"import {Wrangler, op} from \"@observablehq/data-wrangler\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2106,"value":"import {howTo} from \"@clokman/howto\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2342,"value":"import {imageToDo} from \"@clokman/student-blocks\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2344,"value":"imageToDo","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W4a","stdlib":"1"}} 24:null