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45:{"id":"338bced1a5590361","slug":null,"title":"The Plot","thumbnail":"a9ec948c2dbfcfcc3f2734386ae9490518e20f6570a78733d9302aa21167d163","access_level":"public","create_time":"$D2024-06-06T19:55:11.082Z","update_time":"$D2024-06-13T07:39:15.760Z","view_time":null,"first_public_time":"$D2024-06-06T19:55:11.082Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"620d4e98e45cb6cb","login":"lashapor","name":"Lasha","avatar_url":"https://avatars-next.observableusercontent.com/bb3207c31c039b4f8fe79b3213f2b8359afaabee593ca4ef5089eabba46fce9b","tier":"starter_2024","bio":"","following":false},"version":355,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"a542e9c8821cfd4b","login":"lashapor","name":"Lasha","avatar_url":"https://avatars-next.observableusercontent.com/bb3207c31c039b4f8fe79b3213f2b8359afaabee593ca4ef5089eabba46fce9b","tier":null,"bio":"","following":false}],"members":[{"type":"team","id":"620d4e98e45cb6cb","login":"lashapor","name":"Lasha","avatar_url":"https://avatars-next.observableusercontent.com/bb3207c31c039b4f8fe79b3213f2b8359afaabee593ca4ef5089eabba46fce9b","tier":"starter_2024","role":"editor"},{"type":"individual","id":"a542e9c8821cfd4b","login":"lashapor","name":"Lasha","avatar_url":"https://avatars-next.observableusercontent.com/bb3207c31c039b4f8fe79b3213f2b8359afaabee593ca4ef5089eabba46fce9b","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"titling":"auto","title":"The Plot","cells":[{"id":0,"value":"# The Plot","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":90,"value":"startDate = new Date('2018-06-11')","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":92,"value":"endDate = new Date('2025-07-11')","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5,"value":"temp_precipitation_2020 = await FileAttachment(\"Temp_precipitation_2020.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"temp_precipitation_2020","database":"$undefined"},{"id":6,"value":"data = temp_precipitation_2020","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8,"value":"Plot.plot({\n x: {\n label: \"The time data (daily) →\",\n ticks: 10,\n },\n y: {\n label: \"↑ Elevation (m)\",\n grid: true\n },\n marks: [\n Plot.ruleY([0]),\n Plot.line(data, { x: \"time\", y: \"tg\", stroke: \"green\" }),\n\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":49,"value":"maxEnergy = Math.max(...hydroData.map(d => d.energy));\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":53,"value":"maxRR = Math.max(...data.map(d => d.rr));\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":55,"value":"scalingFactor = maxRR / maxEnergy;","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":57,"value":"scaledHydroData = hydroData.map(d => ({ ...d, scaledEnergy: d.energy * scalingFactor }));","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":13,"value":"hydro_balance_magnr378_2020 = await FileAttachment(\"hydro_balance_magnr378_2020.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"hydro_balance_magnr378_2020","database":"$undefined"},{"id":14,"value":"hydroData = hydro_balance_magnr378_2020","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":16,"value":"Plot.plot({\n style: \"overflow: visible;\",\n x: {\n tickRotate\n }\n y: {grid: true},\n marks: [\n Plot.ruleY([0]),\n Plot.lineY(hydroData, {x: \"date\", y: \"energy\", stroke: \"green\"})\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":18,"value":"hydro_balance_mean_magnr378_2020 = await FileAttachment(\"hydro_balance_mean_magnr378_2020.csv\").csv({typed: \"auto\"})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"hydro_balance_mean_magnr378_2020","database":"$undefined"},{"id":19,"value":"hydroDataMean = hydro_balance_mean_magnr378_2020","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":140,"value":"hydroDataMean.forEach(d => new Date(d.date))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":137,"value":"filteredHydroDataMean = hydroDataMean.filter(d => d.date < endDate && d.date > startDate)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":21,"value":"Plot.plot({\n style: \"overflow: visible;\",\n y: { grid: true },\n marks: [\n Plot.ruleY([0]),\n Plot.lineY(filteredHydroDataMean, {\n x: \"date\",\n y: \"mean\",\n stroke: \"green\",\n tip: 'x'\n }),\n Plot.lineY(filteredHydroDataMean, {\n x: \"date\",\n y: \"energy\",\n stroke: \"red\"\n }),\n Plot.barY(filteredHydroDataMean, { x: \"date\", y: \"mean\", fill: 'orange' }),\n Plot.crosshairX(filteredHydroDataMean, {\n x: \"date\",\n y: \"mean\",\n stroke: \"gray\",\n strokeWidth: 1,\n strokeOpacity: 0.5,\n }),\n Plot.crosshairY(filteredHydroDataMean, {\n x: \"date\",\n y: \"mean\",\n stroke: \"gray\",\n strokeWidth: 1,\n strokeOpacity: 0.5,\n }),\n ]\n});","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":78,"value":"Plot.plot({\n x: {\n label: \"The time data (daily) →\",\n ticks: 10,\n // tickFormat: d3.timeFormat(\"%Y-%m-%d\")\n },\n y: {\n label: \"↑ Elevation (m)\",\n grid: true\n },\n marks: [\n () => htl.svg`\n \n \n \n \n \n `,\n Plot.ruleY([0]),\n Plot.line(data, { x: \"time\", y: \"tg\", stroke: \"green\" }),\n Plot.line(scaledHydroData, {\n x: \"date\",\n y: \"scaledEnergy\",\n stroke: \"orange\"\n }),\n Plot.barY(data, { x: \"time\", y: \"rr\", fill: \"url(#gradient)\" })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":84,"value":"futures = FileAttachment(\"futures.json\").json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":95,"value":"// filteredFuturesDate = futures.filter(d => new Date(d.Date) < endDate && new Date(d.Date) > startDate)\nfilteredFuturesDate = futures.slice(0,150)\n","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":85,"value":"Plot.plot({\n inset: 6,\n width: 928,\n grid: true,\n y: {label: \"↑ Stock price ($)\", grid: true},\n x: {\n // ticks: 10,\n label: \"Date\",\n tickRotate: -45\n },\n // color: {domain: [-1, 0, 1], range: [\"#e41a1c\", \"currentColor\", \"#4daf4a\"]},\n marks: [\n Plot.ruleX(parsedData, {\n x: \"Date\",\n y1: \"Low\",\n y2: \"High\"\n }),\n Plot.ruleX(parsedData, {\n x: \"Date\",\n y1: \"Open\",\n y2: \"Close\",\n stroke: (d) => Math.sign(d.Close - d.Open),\n strokeWidth: 4,\n strokeLinecap: \"round\"\n })\n ]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":122,"value":"parseDate = d3.utcParse(\"%Y-%m-%dT%H:%M:%S.%LZ\");","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":124,"value":"parsedData = filteredFuturesDate.map(d => ({\n ...d,\n Date: parseDate(d.Date),\n}));","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":159,"value":"Plot.plot({\n marks: [\n () => htl.svg`\n \n \n \n \n \n `,\n Plot.barY(alphabet, {x: \"letter\", y: \"frequency\", fill: \"url(#gradient)\"}),\n Plot.ruleY([0])\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":169,"value":"production = FileAttachment(\"production.json\").json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":236,"value":"production.forEach(d => new Date(d.Date))","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":238,"value":"filteredProduction = production.filter((d) => {\n return new Date(d.Date) > startDate && new Date(d.Date) < endDate;\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":257,"value":"convertedProduction = filteredProduction.map(d => ({\n ...d,\n Dateee: new Date(d.Date)\n}));","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":170,"value":"Plot.plot({\n style: \"overflow: visible;\",\n marginBottom: 100,\n y: { grid: true },\n x: {\n type: 'time',\n domain: [new Date(startDate), new Date(endDate)],\n // tickFormat: \"%Y\",\n orient: \"bottom\", // Position of the axis\n label: \"Date (YYYY-MM-DD)\", // Optional: Label for the axis\n tickRotate: -45, // Rotate ticks by -45 degrees,\n ticks:(10)\n },\n marks: [\n Plot.ruleY([0]),\n Plot.barY(convertedProduction, {\n x: \"Dateee\",\n y: \"Generation [MW]\",\n fill: 'orange'\n }),\n ]\n});","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":276,"value":"Plot.plot({\n x: { type: \"time\", domain: [startDate, endDate], grid: true },\n marks: [\n Plot.ruleY([0]),\n Plot.line(convertedProduction, {\n x: \"Dateee\",\n y: \"Generation [MW]\",\n fill: \"orange\"\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":283,"value":"Plot.plot({\n x: { type: \"band\", domain: convertedProduction.map(d => d.Dateee) },\n marks: [\n Plot.ruleY([0]),\n Plot.barY(convertedProduction, {\n x: \"Dateee\",\n y: \"Generation [MW]\",\n fill: \"orange\"\n })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":173,"value":"precipitation = FileAttachment(\"temperature.json\").json()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":175,"value":"Plot.plot({\n style: \"overflow: visible;\",\n y: { grid: true },\n x: {\n // domain: [initialiseStartDate, initialiseEndDate],\n ticks:(10)\n },\n marks: [\n Plot.ruleY([0]),\n Plot.barY(filteredPrecipitation, { x: \"time\", y: \"rr\", fill: \"orangered\" })\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":178,"value":"initialiseEndDate = new Date();","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":182,"value":"initialiseStartDate = new Date(initialiseEndDate.setMonth(initialiseEndDate.getMonth() - 88));","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":204,"value":"filteredPrecipitation = precipitation.filter(d => {\n let res = d.Date > initialiseStartDate && d.Date < initialiseEndDate\n return res\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":297,"value":"function generateDateRange(startDate, endDate) {\n const dates = [];\n let currentDate = new Date(startDate);\n while (currentDate <= endDate) {\n dates.push({ Date: currentDate.toISOString().slice(0, 10) });\n currentDate.setDate(currentDate.getDate() + 1);\n }\n return dates;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":299,"value":"dateRange = generateDateRange(startDate, endDate);","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":307,"value":"Plot.plot({\n x: {\n type: \"linear\", // Specify linear scale for x axis\n domain: [-10, 10], // Set domain for x axis\n label: \"Values\"\n },\n y: {\n label: \"Density\"\n },\n color: {\n legend: true,\n type: \"quantize\",\n scheme: \"spectral\",\n n: 10,\n label: \"Percentile\"\n },\n marks: [\n Plot.rectY(numbers, {\n x: \"x\",\n fill: (d, i) => i,\n ...Plot.binX({\n y: (bin, {x1, x2}) => 1 / (x2 - x1),\n thresholds: percentiles\n })\n }),\n Plot.ruleY([0])\n ]\n});","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":309,"value":"function percentiles(numbers) {\n const sorted = d3.sort(numbers);\n return d3.range(0, 101).map((q) => d3.quantileSorted(sorted, q / 100));\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":311,"value":"numbers = Float64Array.from({length: 10000}, d3.randomNormal.source(d3.randomLcg(3))())","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":313,"value":"Plot.plot({\n x: { \n type: \"band\", \n // domain: dateRange.map((d) => d.Date) },\n domain: filledProduction.map((d) => d.Date) },\n y: {\n label: \"Density\"\n },\n marks: [\n Plot.barY(filledProduction, {\n x: \"Date\",\n y: \"Generation [MW]\",\n fill: \"red\"\n }),\n Plot.ruleY([0])\n ]\n})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":324,"value":"filledProduction = dateRange.map(date => {\n const correspondingData = convertedProduction.find(d => {\n const dateObj1 = new Date(d.Dateee);\n const dateObj2 = new Date(date.Date);\n return (\n dateObj1.getFullYear() === dateObj2.getFullYear() &&\n dateObj1.getMonth() === dateObj2.getMonth() &&\n dateObj1.getDate() === dateObj2.getDate()\n );\n });\n return {\n Date: date.Date,\n \"Generation [MW]\": correspondingData ? correspondingData[\"Generation [MW]\"] : null\n };\n});","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W47","stdlib":"1"}} 46:"$45:body"