Create energy_chart.js

data_visualization/charts/energy_chart.js

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+// Import libraries
+import Chart from 'chart.js';
+import * as d3 from 'd3-array';
+import Highcharts from 'highcharts';
+
+// Create energy consumption chart using Chart.js
+function createChartJsChart(data) {
+  const ctx = document.getElementById('chart-js-chart').getContext('2d');
+  const chart = new Chart(ctx, {
+    type: 'line',
+    data: {
+      labels: data.map(d => d.date),
+      datasets: [{
+        label: 'Energy Consumption',
+        data: data.map(d => d.energy_consumption),
+        backgroundColor: 'rgba(255, 99, 132, 0.2)',
+        borderColor: 'rgba(255, 99, 132, 1)',
+        borderWidth: 1
+      }]
+    },
+    options: {
+      title: {
+        display: true,
+        text: 'Energy Consumption Chart'
+      },
+      scales: {
+        y: {
+          beginAtZero: true
+        }
+      }
+    }
+  });
+}
+
+// Create energy consumption chart using D3.js
+function createD3Chart(data) {
+  const margin = { top: 20, right: 20, bottom: 30, left: 40 };
+  const width = 500 - margin.left - margin.right;
+  const height = 300 - margin.top - margin.bottom;
+
+  const xScale = d3.scaleTime()
+   .domain(d3.extent(data, d => d.date))
+   .range([0, width]);
+
+  const yScale = d3.scaleLinear()
+   .domain([0, d3.max(data, d => d.energy_consumption)])
+   .range([height, 0]);
+
+  const line = d3.line()
+   .x(d => xScale(d.date))
+   .y(d => yScale(d.energy_consumption));
+
+  const svg = d3.select('#d3-chart')
+   .append('svg')
+   .attr('width', width + margin.left + margin.right)
+   .attr('height', height + margin.top + margin.bottom)
+   .append('g')
+   .attr('transform', `translate(${margin.left}, ${margin.top})`);
+
+  svg.append('path')
+   .datum(data)
+   .attr('class', 'line')
+   .attr('d', line);
+
+  svg.append('g')
+   .attr('class', 'axis')
+   .attr('transform', `translate(0, ${height})`)
+   .call(d3.axisBottom(xScale));
+
+  svg.append('g')
+   .attr('class', 'axis')
+   .call(d3.axisLeft(yScale));
+}
+
+// Create energy consumption chart using Highcharts
+function createHighchartsChart(data) {
+  Highcharts.chart('highcharts-chart', {
+    chart: {
+      type: 'line'
+    },
+    title: {
+      text: 'Energy Consumption Chart'
+    },
+    xAxis: {
+      type: 'datetime',
+      labels: {
+        format: '{value:%Y-%m-%d}'
+      }
+    },
+    yAxis: {
+      title: {
+        text: 'Energy Consumption (kWh)'
+      }
+    },
+    series: [{
+      data: data.map(d => [d.date, d.energy_consumption]),
+      name: 'Energy Consumption'
+    }]
+  });
+}
+
+// Example usage
+const data = [
+  { date: '2022-01-01', energy_consumption: 100 },
+  { date: '2022-01-02', energy_consumption: 120 },
+  { date: '2022-01-03', energy_consumption: 110 },
+  //...
+];
+
+createChartJsChart(data);
+createD3Chart(data);
+createHighchartsChart(data);