Web tech » History » Version 28
jun chen, 03/13/2025 09:13 PM
| 1 | 1 | jun chen | # Web tech |
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| 2 | |||
| 3 | 3 | jun chen | {{toc}} |
| 4 | |||
| 5 | 1 | jun chen | |
| 6 | 4 | jun chen | ## How to visualize data: |
| 7 | |||
| 8 | D3 ref: https://observablehq.com/@d3/gallery , https://johan.github.io/d3/ex/ |
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| 9 | Plotly ref: https://plotly.com/javascript/ |
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| 10 | |||
| 11 | 12 | jun chen | --- |
| 12 | |||
| 13 | ### **交互功能对比** |
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| 14 | | **功能** | **JavaScript/Plotly** | **Python/Plotly** | **JavaScript/d3** | |
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| 15 | |------------------------|-----------------------|-------------------|----------------------| |
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| 16 | | 缩放/平移 | ✔️ | ✔️ | ✔️ | |
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| 17 | | 悬停显示数值 | ✔️ | ✔️ | ✔️ | |
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| 18 | | 数据点高亮 | ✔️ | ✔️ | ✔️ | |
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| 19 | | 导出为图片（PNG/JPEG） | ✔️ | ✔️ |✔️ | |
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| 20 | | 动态更新数据 | ✔️（需额外代码） | ❌ | ✔️ | |
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| 21 | | 旧firefox支持 | ❌（globalthis） | ? | ✔️ | |
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| 22 | |||
| 23 | --- |
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| 24 | |||
| 25 | 26 | jun chen | ### drc 网页显示 |
| 26 | 28 | jun chen | {{collapse(show code...) |
| 27 | 26 | jun chen | ``` |
| 28 | <!DOCTYPE html> |
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| 29 | <html> |
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| 30 | <head> |
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| 31 | <style> |
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| 32 | .category { margin: 20px 0; } |
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| 33 | .thumbnails { |
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| 34 | display: grid; |
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| 35 | grid-template-columns: repeat(auto-fill, minmax(120px, 1fr)); |
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| 36 | gap: 8px; |
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| 37 | } |
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| 38 | .thumbnail { |
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| 39 | width: 120px; |
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| 40 | height: 90px; |
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| 41 | object-fit: cover; |
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| 42 | cursor: pointer; |
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| 43 | transition: transform 0.2s; |
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| 44 | } |
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| 45 | .thumbnail:hover { transform: scale(1.05); } |
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| 46 | /* 模态框样式 */ |
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| 47 | .modal { |
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| 48 | position: fixed; |
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| 49 | top: 0; |
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| 50 | left: 0; |
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| 51 | width: 100vw; |
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| 52 | height: 100vh; |
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| 53 | background: rgba(0,0,0,0.8); |
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| 54 | display: none; |
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| 55 | justify-content: center; |
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| 56 | align-items: center; |
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| 57 | } |
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| 58 | .modal-img { |
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| 59 | max-width: 80%; |
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| 60 | max-height: 80%; |
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| 61 | } |
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| 62 | .close-btn { |
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| 63 | position: absolute; |
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| 64 | top: 20px; |
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| 65 | right: 20px; |
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| 66 | color: white; |
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| 67 | font-size: 30px; |
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| 68 | cursor: pointer; |
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| 69 | } |
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| 70 | .nav-btn { |
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| 71 | position: absolute; |
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| 72 | top: 50%; |
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| 73 | transform: translateY(-50%); |
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| 74 | color: white; |
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| 75 | font-size: 30px; |
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| 76 | cursor: pointer; |
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| 77 | } |
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| 78 | .prev { left: 20px; } |
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| 79 | .next { right: 20px; } |
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| 80 | </style> |
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| 81 | </head> |
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| 82 | <body> |
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| 83 | <div id="gallery"></div> |
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| 84 | </body> |
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| 85 | </html> |
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| 86 | 27 | jun chen | ``` |
| 87 | 26 | jun chen | |
| 88 | ``` |
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| 89 | |||
| 90 | // 模拟数据结构 |
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| 91 | const categories = [ |
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| 92 | { |
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| 93 | name: "自然", |
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| 94 | photos: ["nature/1.jpg", "nature/2.jpg", /*...*/] |
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| 95 | }, |
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| 96 | // 其他四个分类... |
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| 97 | ]; |
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| 98 | |||
| 99 | // 创建照片墙 |
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| 100 | const gallery = d3.select("#gallery"); |
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| 101 | |||
| 102 | // 创建分类容器 |
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| 103 | const categoryDivs = gallery.selectAll(".category") |
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| 104 | .data(categories) |
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| 105 | .join("div") |
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| 106 | .attr("class", "category"); |
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| 107 | |||
| 108 | // 添加分类标题 |
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| 109 | categoryDivs.append("h2") |
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| 110 | .text(d => d.name); |
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| 111 | |||
| 112 | // 创建缩略图网格 |
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| 113 | categoryDivs.each(function(category) { |
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| 114 | const container = d3.select(this); |
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| 115 | |||
| 116 | container.append("div") |
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| 117 | .attr("class", "thumbnails") |
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| 118 | .selectAll(".thumbnail") |
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| 119 | .data(category.photos) |
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| 120 | .join("img") |
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| 121 | .attr("class", "thumbnail") |
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| 122 | .attr("src", d => d) // 根据实际路径调整 |
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| 123 | .on("click", function(event, imgPath) { |
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| 124 | showModal(category.photos, imgPath); |
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| 125 | }); |
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| 126 | }); |
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| 127 | |||
| 128 | // 创建模态框 |
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| 129 | const modal = d3.select("body") |
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| 130 | .append("div") |
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| 131 | .attr("class", "modal"); |
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| 132 | |||
| 133 | modal.append("span") |
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| 134 | .attr("class", "close-btn") |
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| 135 | .html("×") |
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| 136 | .on("click", hideModal); |
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| 137 | |||
| 138 | const img = modal.append("img") |
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| 139 | .attr("class", "modal-img"); |
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| 140 | |||
| 141 | modal.append("div") |
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| 142 | .attr("class", "nav-btn prev") |
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| 143 | .html("❮") |
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| 144 | .on("click", () => navigate(-1)); |
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| 145 | |||
| 146 | modal.append("div") |
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| 147 | .attr("class", "nav-btn next") |
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| 148 | .html("❯") |
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| 149 | .on("click", () => navigate(1)); |
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| 150 | |||
| 151 | let currentImages = []; |
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| 152 | let currentIndex = 0; |
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| 153 | |||
| 154 | // 显示模态框 |
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| 155 | function showModal(images, selectedImage) { |
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| 156 | currentImages = images; |
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| 157 | currentIndex = images.indexOf(selectedImage); |
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| 158 | img.attr("src", selectedImage); |
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| 159 | modal.style("display", "flex"); |
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| 160 | } |
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| 161 | |||
| 162 | // 隐藏模态框 |
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| 163 | function hideModal() { |
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| 164 | modal.style("display", "none"); |
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| 165 | } |
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| 166 | |||
| 167 | // 图片导航 |
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| 168 | function navigate(direction) { |
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| 169 | currentIndex = (currentIndex + direction + currentImages.length) % currentImages.length; |
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| 170 | img.attr("src", currentImages[currentIndex]); |
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| 171 | } |
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| 172 | |||
| 173 | // 点击外部关闭 |
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| 174 | window.onclick = function(event) { |
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| 175 | if (event.target === modal.node()) { |
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| 176 | hideModal(); |
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| 177 | } |
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| 178 | } |
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| 179 | |||
| 180 | // 键盘导航 |
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| 181 | document.addEventListener("keydown", (e) => { |
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| 182 | if (modal.style("display") === "flex") { |
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| 183 | if (e.key === "ArrowLeft") navigate(-1); |
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| 184 | if (e.key === "ArrowRight") navigate(1); |
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| 185 | if (e.key === "Escape") hideModal(); |
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| 186 | } |
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| 187 | 1 | jun chen | }); |
| 188 | 26 | jun chen | ``` |
| 189 | 28 | jun chen | }} |
| 190 | 17 | jun chen | |
| 191 | 25 | jun chen | ### 实现在X轴下方添加可缩放和拖动的滑块条： |
| 192 | |||
| 193 | 24 | jun chen | {{collapse(show code...) |
| 194 | 1 | jun chen | |
| 195 | 24 | jun chen | 1. 调整边距和创建滑块容器 |
| 196 | 22 | jun chen | 在原有SVG中增加底部边距，并为滑块条创建新的容器。 |
| 197 | |||
| 198 | ```javascript |
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| 199 | // 修改边距，底部增加空间给滑块条 |
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| 200 | const margin = { top: 50, right: 50, bottom: 100, left: 50 }; |
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| 201 | |||
| 202 | // 创建主图表容器 |
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| 203 | const svg = d3.select("#chart").append("svg") |
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| 204 | .attr("width", width + margin.left + margin.right) |
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| 205 | .attr("height", height + margin.top + margin.bottom) |
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| 206 | .append("g") |
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| 207 | .attr("transform", `translate(${margin.left},${margin.top})`); |
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| 208 | |||
| 209 | // 创建滑块条的容器（位于主图表下方） |
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| 210 | const slider = d3.select("svg") |
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| 211 | .append("g") |
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| 212 | .attr("class", "slider") |
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| 213 | .attr("transform", `translate(${margin.left},${height + margin.top + 20})`); |
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| 214 | 1 | jun chen | ``` |
| 215 | 22 | jun chen | |
| 216 | 24 | jun chen | 2. 初始化滑块比例尺和轴 |
| 217 | 22 | jun chen | 使用主图表的原始数据范围定义滑块的比例尺。 |
| 218 | |||
| 219 | ```javascript |
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| 220 | // 主图表的比例尺（可缩放） |
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| 221 | let x = d3.scaleLinear().range([0, width]); |
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| 222 | |||
| 223 | // 滑块的比例尺（固定为完整数据范围） |
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| 224 | let xSlider = d3.scaleLinear().range([0, width]); |
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| 225 | |||
| 226 | // 滑块的X轴 |
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| 227 | const xAxisSlider = d3.axisBottom(xSlider) |
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| 228 | .tickSize(0) |
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| 229 | 1 | jun chen | .tickFormat(""); |
| 230 | 22 | jun chen | ``` |
| 231 | |||
| 232 | 24 | jun chen | 3. 绘制滑块条的背景和轴 |
| 233 | 22 | jun chen | 在滑块区域绘制简化的折线图和轴。 |
| 234 | |||
| 235 | ```javascript |
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| 236 | // 在数据加载后初始化滑块 |
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| 237 | d3.csv("data.csv").then(data => { |
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| 238 | // ...原有数据处理... |
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| 239 | |||
| 240 | // 初始化滑块比例尺 |
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| 241 | xSlider.domain(d3.extent(data, d => d.index)); |
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| 242 | |||
| 243 | // 绘制滑块背景折线 |
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| 244 | slider.append("path") |
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| 245 | .datum(data) |
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| 246 | .attr("class", "slider-line") |
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| 247 | .attr("d", d3.line() |
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| 248 | .x(d => xSlider(d.index)) |
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| 249 | .y(0)); // 简化高度 |
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| 250 | |||
| 251 | // 添加滑块轴 |
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| 252 | slider.append("g") |
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| 253 | .attr("class", "x-axis-slider") |
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| 254 | 1 | jun chen | .call(xAxisSlider); |
| 255 | 22 | jun chen | }); |
| 256 | ``` |
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| 257 | |||
| 258 | 24 | jun chen | 4. 添加刷子并处理事件 |
| 259 | 22 | jun chen | 使用`d3.brushX`创建交互刷子。 |
| 260 | |||
| 261 | ```javascript |
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| 262 | // 创建刷子 |
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| 263 | const brush = d3.brushX() |
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| 264 | .extent([[0, -10], [width, 10]]) // 设置刷子区域高度 |
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| 265 | .on("brush", brushing) |
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| 266 | .on("end", brushEnded); |
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| 267 | |||
| 268 | // 应用刷子到滑块 |
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| 269 | slider.append("g") |
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| 270 | .attr("class", "brush") |
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| 271 | .call(brush); |
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| 272 | |||
| 273 | // 刷子拖动时的处理函数 |
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| 274 | function brushing(event) { |
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| 275 | if (!event.selection) return; |
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| 276 | const [x0, x1] = event.selection; |
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| 277 | x.domain([xSlider.invert(x0), xSlider.invert(x1)]); |
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| 278 | updateMainChart(); // 更新主图表 |
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| 279 | } |
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| 280 | |||
| 281 | // 刷子结束时的处理（双击重置） |
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| 282 | function brushEnded(event) { |
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| 283 | if (!event.selection) { |
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| 284 | x.domain(xSlider.domain()); // 重置为完整范围 |
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| 285 | 1 | jun chen | updateMainChart(); |
| 286 | 22 | jun chen | } |
| 287 | } |
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| 288 | ``` |
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| 289 | |||
| 290 | 24 | jun chen | 5. 封装主图表更新函数 |
| 291 | 22 | jun chen | 将主图表的绘制逻辑封装成可重用的函数。 |
| 292 | |||
| 293 | ```javascript |
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| 294 | function updateMainChart() { |
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| 295 | // 更新X轴 |
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| 296 | svg.select(".x-axis").call(d3.axisBottom(x)); |
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| 297 | |||
| 298 | // 更新折线 |
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| 299 | svg.selectAll(".line") |
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| 300 | .attr("d", d3.line() |
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| 301 | .x(d => x(d.index)) |
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| 302 | .y(d => y(d[currentY]))); |
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| 303 | |||
| 304 | // 更新点位置 |
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| 305 | svg.selectAll(".dot") |
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| 306 | .attr("cx", d => x(d.index)); |
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| 307 | 1 | jun chen | |
| 308 | 22 | jun chen | // 更新背景区域 |
| 309 | drawBackgroundRegions(ranges); |
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| 310 | } |
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| 311 | ``` |
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| 312 | |||
| 313 | 24 | jun chen | 6. CSS样式调整 |
| 314 | 22 | jun chen | 添加滑块条样式： |
| 315 | |||
| 316 | ```css |
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| 317 | .slider-line { |
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| 318 | fill: none; |
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| 319 | stroke: #666; |
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| 320 | stroke-width: 1px; |
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| 321 | } |
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| 322 | |||
| 323 | .brush .selection { |
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| 324 | fill: steelblue; |
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| 325 | fill-opacity: 0.3; |
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| 326 | stroke: none; |
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| 327 | 1 | jun chen | } |
| 328 | 22 | jun chen | |
| 329 | .brush .handle { |
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| 330 | fill: steelblue; |
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| 331 | } |
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| 332 | ``` |
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| 333 | |||
| 334 | 24 | jun chen | 7. 完整修改后的代码结构 |
| 335 | 22 | jun chen | 整合上述修改后的核心代码： |
| 336 | |||
| 337 | ```javascript |
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| 338 | // 设置边距和尺寸 |
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| 339 | const margin = { top: 50, right: 50, bottom: 100, left: 50 }; |
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| 340 | const width = 960 - margin.left - margin.right; |
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| 341 | const height = 500 - margin.top - margin.bottom; |
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| 342 | |||
| 343 | // 创建SVG容器 |
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| 344 | const svg = d3.select("#chart").append("svg") |
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| 345 | .attr("width", width + margin.left + margin.right) |
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| 346 | .attr("height", height + margin.top + margin.bottom + 50); // 增加底部空间 |
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| 347 | |||
| 348 | // 主图表容器 |
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| 349 | const main = svg.append("g") |
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| 350 | .attr("transform", `translate(${margin.left},${margin.top})`); |
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| 351 | |||
| 352 | // 滑块容器 |
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| 353 | const slider = svg.append("g") |
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| 354 | .attr("class", "slider") |
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| 355 | .attr("transform", `translate(${margin.left},${height + margin.top + 30})`); |
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| 356 | |||
| 357 | // 初始化比例尺 |
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| 358 | const x = d3.scaleLinear().range([0, width]); |
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| 359 | const xSlider = d3.scaleLinear().range([0, width]); |
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| 360 | const y = d3.scaleLinear().range([height, 0]); |
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| 361 | |||
| 362 | // 加载数据 |
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| 363 | d3.csv("data.csv").then(data => { |
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| 364 | // 数据处理... |
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| 365 | data.forEach(d => { |
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| 366 | d.index = +d.index; |
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| 367 | d.observation1 = +d.observation1; |
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| 368 | d.observation2 = +d.observation2; |
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| 369 | }); |
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| 370 | |||
| 371 | // 设置比例尺 |
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| 372 | x.domain(d3.extent(data, d => d.index)); |
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| 373 | xSlider.domain(x.domain()); |
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| 374 | y.domain([0, d3.max(data, d => Math.max(d.observation1, d.observation2))]); |
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| 375 | |||
| 376 | // 绘制主图表 |
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| 377 | drawMainChart(data); |
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| 378 | |||
| 379 | // 绘制滑块背景 |
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| 380 | slider.append("path") |
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| 381 | .datum(data) |
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| 382 | .attr("class", "slider-line") |
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| 383 | .attr("d", d3.line() |
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| 384 | .x(d => xSlider(d.index)) |
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| 385 | .y(0)); |
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| 386 | |||
| 387 | // 添加刷子 |
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| 388 | const brush = d3.brushX() |
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| 389 | .extent([[0, -10], [width, 10]]) |
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| 390 | .on("brush", brushing) |
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| 391 | .on("end", brushEnded); |
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| 392 | |||
| 393 | slider.append("g") |
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| 394 | .attr("class", "brush") |
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| 395 | .call(brush); |
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| 396 | }); |
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| 397 | |||
| 398 | function drawMainChart(data) { |
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| 399 | // 绘制折线、点、轴等... |
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| 400 | // 使用x比例尺进行所有定位 |
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| 401 | } |
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| 402 | |||
| 403 | function updateMainChart() { |
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| 404 | // 更新所有依赖x比例尺的元素 |
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| 405 | main.select(".x-axis").call(d3.axisBottom(x)); |
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| 406 | main.selectAll(".line").attr("d", ...); |
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| 407 | main.selectAll(".dot").attr("cx", ...); |
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| 408 | // 更新背景区域... |
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| 409 | } |
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| 410 | |||
| 411 | // 刷子事件处理函数 |
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| 412 | function brushing(event) { |
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| 413 | if (!event.selection) return; |
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| 414 | const [x0, x1] = event.selection.map(xSlider.invert); |
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| 415 | x.domain([x0, x1]); |
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| 416 | updateMainChart(); |
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| 417 | } |
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| 418 | |||
| 419 | 1 | jun chen | function brushEnded(event) { |
| 420 | 22 | jun chen | if (!event.selection) { |
| 421 | x.domain(xSlider.domain()); |
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| 422 | updateMainChart(); |
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| 423 | } |
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| 424 | } |
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| 425 | ``` |
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| 426 | 24 | jun chen | }} |
| 427 | 22 | jun chen | |
| 428 | 20 | jun chen | ### 交互，圆圈，准心 |
| 429 | 1 | jun chen | |
| 430 | 20 | jun chen | {{collapse(show code...) |
| 431 | |||
| 432 | 19 | jun chen | ``` |
| 433 | // 设置图表的尺寸和边距 |
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| 434 | const margin = {top: 50, right: 50, bottom: 50, left: 50}, |
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| 435 | width = 960 - margin.left - margin.right, |
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| 436 | height = 500 - margin.top - margin.bottom; |
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| 437 | |||
| 438 | // 设置SVG的尺寸 |
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| 439 | const svg = d3.select("#chart").append("svg") |
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| 440 | .attr("width", width + margin.left + margin.right) |
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| 441 | .attr("height", height + margin.top + margin.bottom) |
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| 442 | .append("g") |
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| 443 | .attr("transform", `translate(${margin.left},${margin.top})`); |
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| 444 | |||
| 445 | // 设置比例尺 |
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| 446 | const x = d3.scaleLinear().range([0, width]); |
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| 447 | const y = d3.scaleLinear().range([height, 0]); |
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| 448 | |||
| 449 | // 定义折线生成器 |
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| 450 | const line = d3.line() |
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| 451 | .x(d => x(d.index)) // 使用第一列（index）作为X轴 |
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| 452 | .y(d => y(d.observation)); // 使用观测值作为Y轴 |
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| 453 | |||
| 454 | // 初始化Y轴数据为第二列（observation1） |
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| 455 | let currentY = "observation1"; |
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| 456 | |||
| 457 | // 创建高亮圆圈 |
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| 458 | const highlightCircle = svg.append("circle") |
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| 459 | .attr("class", "highlight-circle") |
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| 460 | .attr("r", 7) // 圆圈的半径 |
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| 461 | .style("fill", "none") |
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| 462 | .style("stroke", "red") |
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| 463 | .style("stroke-width", 2) |
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| 464 | .style("opacity", 0); // 初始不可见 |
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| 465 | |||
| 466 | // 创建准心线（水平线和垂直线） |
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| 467 | const horizontalLine = svg.append("line") |
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| 468 | .attr("class", "crosshair-line") |
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| 469 | .style("stroke", "red") |
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| 470 | .style("stroke-width", 1) |
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| 471 | .style("stroke-dasharray", "3,3") // 虚线样式 |
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| 472 | .style("opacity", 0); // 初始不可见 |
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| 473 | |||
| 474 | const verticalLine = svg.append("line") |
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| 475 | .attr("class", "crosshair-line") |
||
| 476 | .style("stroke", "red") |
||
| 477 | .style("stroke-width", 1) |
||
| 478 | .style("stroke-dasharray", "3,3") // 虚线样式 |
||
| 479 | .style("opacity", 0); // 初始不可见 |
||
| 480 | |||
| 481 | // 解析 label 中的 begin 和 end 标记 |
||
| 482 | function parseLabelRanges(data) { |
||
| 483 | const ranges = []; |
||
| 484 | let beginIndex = null; |
||
| 485 | |||
| 486 | data.forEach((d, i) => { |
||
| 487 | if (d.label.startsWith("begin")) { |
||
| 488 | beginIndex = d.index; // 记录 begin 的 index |
||
| 489 | } else if (d.label.startsWith("end") && beginIndex !== null) { |
||
| 490 | ranges.push({ begin: beginIndex, end: d.index }); // 记录 begin 和 end 的范围 |
||
| 491 | beginIndex = null; // 重置 beginIndex |
||
| 492 | } |
||
| 493 | }); |
||
| 494 | |||
| 495 | return ranges; |
||
| 496 | } |
||
| 497 | |||
| 498 | // 绘制绿色背景区域 |
||
| 499 | function drawBackgroundRegions(ranges) { |
||
| 500 | // 移除旧的背景区域 |
||
| 501 | svg.selectAll(".background-region").remove(); |
||
| 502 | |||
| 503 | // 绘制新的背景区域 |
||
| 504 | ranges.forEach(range => { |
||
| 505 | svg.append("rect") |
||
| 506 | .attr("class", "background-region") |
||
| 507 | .attr("x", x(range.begin)) // 起始位置 |
||
| 508 | .attr("width", x(range.end) - x(range.begin)) // 宽度 |
||
| 509 | .attr("y", 0) // 从顶部开始 |
||
| 510 | .attr("height", height) // 覆盖整个图表高度 |
||
| 511 | .style("fill", "green") |
||
| 512 | .style("opacity", 0.2); // 设置透明度 |
||
| 513 | }); |
||
| 514 | } |
||
| 515 | |||
| 516 | // 读取CSV文件 |
||
| 517 | d3.csv("data.csv").then(data => { |
||
| 518 | // 转换数据类型 |
||
| 519 | data.forEach(d => { |
||
| 520 | d.index = +d.index; // 第一列转换为数值 |
||
| 521 | d.observation1 = +d.observation1; // 第二列转换为数值 |
||
| 522 | d.observation2 = +d.observation2; // 第三列转换为数值 |
||
| 523 | }); |
||
| 524 | |||
| 525 | // 设置比例尺的域 |
||
| 526 | x.domain(d3.extent(data, d => d.index)); // X轴范围为第一列的最小值和最大值 |
||
| 527 | y.domain([0, d3.max(data, d => Math.max(d.observation1, d.observation2))]; // Y轴范围为0到观测值的最大值 |
||
| 528 | |||
| 529 | // 解析 label 中的 begin 和 end 标记 |
||
| 530 | const ranges = parseLabelRanges(data); |
||
| 531 | |||
| 532 | // 绘制初始折线图（使用observation1） |
||
| 533 | drawChart(data, ranges); |
||
| 534 | |||
| 535 | // 添加按钮点击事件 |
||
| 536 | d3.select("#toggleButton").on("click", function() { |
||
| 537 | // 切换Y轴数据 |
||
| 538 | currentY = currentY === "observation1" ? "observation2" : "observation1"; |
||
| 539 | // 更新按钮文本 |
||
| 540 | d3.select(this).text(currentY === "observation1" ? "Switch to Observation 2" : "Switch to Observation 1"); |
||
| 541 | // 重新绘制折线图 |
||
| 542 | drawChart(data, ranges); |
||
| 543 | }); |
||
| 544 | }); |
||
| 545 | |||
| 546 | // 绘制折线图的函数 |
||
| 547 | function drawChart(data, ranges) { |
||
| 548 | // 移除旧的折线和点 |
||
| 549 | svg.selectAll(".line").remove(); |
||
| 550 | svg.selectAll(".dot").remove(); |
||
| 551 | |||
| 552 | // 更新折线生成器的Y值 |
||
| 553 | line.y(d => y(d[currentY])); |
||
| 554 | |||
| 555 | // 添加折线 |
||
| 556 | svg.append("path") |
||
| 557 | .datum(data) |
||
| 558 | .attr("class", `line ${currentY === "observation1" ? "line1" : "line2"}`) |
||
| 559 | .attr("d", line); |
||
| 560 | |||
| 561 | // 添加点 |
||
| 562 | svg.selectAll(".dot") |
||
| 563 | .data(data) |
||
| 564 | .enter().append("circle") |
||
| 565 | .attr("class", "dot") |
||
| 566 | .attr("cx", d => x(d.index)) // 使用第一列（index）作为X轴 |
||
| 567 | .attr("cy", d => y(d[currentY])) // 使用当前观测值作为Y轴 |
||
| 568 | .attr("r", 5) |
||
| 569 | .on("mouseover", function(event, d) { |
||
| 570 | // 显示高亮圆圈 |
||
| 571 | highlightCircle |
||
| 572 | .attr("cx", x(d.index)) |
||
| 573 | .attr("cy", y(d[currentY])) |
||
| 574 | .style("opacity", 1); |
||
| 575 | |||
| 576 | // 显示准心线 |
||
| 577 | horizontalLine |
||
| 578 | .attr("x1", 0) |
||
| 579 | .attr("x2", width) |
||
| 580 | .attr("y1", y(d[currentY])) |
||
| 581 | .attr("y2", y(d[currentY])) |
||
| 582 | .style("opacity", 1); |
||
| 583 | |||
| 584 | verticalLine |
||
| 585 | .attr("x1", x(d.index)) |
||
| 586 | .attr("x2", x(d.index)) |
||
| 587 | .attr("y1", 0) |
||
| 588 | .attr("y2", height) |
||
| 589 | .style("opacity", 1); |
||
| 590 | |||
| 591 | // 显示工具提示 |
||
| 592 | tooltip.transition() |
||
| 593 | .duration(200) |
||
| 594 | .style("opacity", .9); |
||
| 595 | tooltip.html(` |
||
| 596 | <div><strong>Index:</strong> ${d.index}</div> |
||
| 597 | <div><strong>Observation:</strong> ${d[currentY]}</div> |
||
| 598 | <div><strong>Label:</strong> ${d.label}</div> |
||
| 599 | `) |
||
| 600 | .style("left", (event.pageX + 5) + "px") |
||
| 601 | .style("top", (event.pageY - 28) + "px"); |
||
| 602 | }) |
||
| 603 | .on("mouseout", function(d) { |
||
| 604 | // 隐藏高亮圆圈和准心线 |
||
| 605 | highlightCircle.style("opacity", 0); |
||
| 606 | horizontalLine.style("opacity", 0); |
||
| 607 | verticalLine.style("opacity", 0); |
||
| 608 | |||
| 609 | // 隐藏工具提示 |
||
| 610 | tooltip.transition() |
||
| 611 | .duration(500) |
||
| 612 | .style("opacity", 0); |
||
| 613 | }); |
||
| 614 | |||
| 615 | // 绘制绿色背景区域 |
||
| 616 | drawBackgroundRegions(ranges); |
||
| 617 | |||
| 618 | // 添加X轴 |
||
| 619 | svg.select(".x-axis").remove(); // 移除旧的X轴 |
||
| 620 | svg.append("g") |
||
| 621 | .attr("class", "x-axis") |
||
| 622 | .attr("transform", `translate(0,${height})`) |
||
| 623 | .call(d3.axisBottom(x)); |
||
| 624 | |||
| 625 | // 添加Y轴 |
||
| 626 | svg.select(".y-axis").remove(); // 移除旧的Y轴 |
||
| 627 | svg.append("g") |
||
| 628 | .attr("class", "y-axis") |
||
| 629 | .call(d3.axisLeft(y)); |
||
| 630 | |||
| 631 | // 添加X轴标签 |
||
| 632 | svg.select(".x-axis-label").remove(); // 移除旧的X轴标签 |
||
| 633 | svg.append("text") |
||
| 634 | .attr("class", "x-axis-label") |
||
| 635 | .attr("x", width / 2) |
||
| 636 | .attr("y", height + margin.bottom - 10) |
||
| 637 | .style("text-anchor", "middle") |
||
| 638 | .text("时间"); |
||
| 639 | |||
| 640 | // 添加Y轴标签 |
||
| 641 | svg.select(".y-axis-label").remove(); // 移除旧的Y轴标签 |
||
| 642 | svg.append("text") |
||
| 643 | .attr("class", "y-axis-label") |
||
| 644 | .attr("transform", "rotate(-90)") |
||
| 645 | .attr("x", -height / 2) |
||
| 646 | .attr("y", -margin.left + 20) |
||
| 647 | .style("text-anchor", "middle") |
||
| 648 | .text("观测值"); |
||
| 649 | } |
||
| 650 | |||
| 651 | // 添加提示工具 |
||
| 652 | const tooltip = d3.select("body").append("div") |
||
| 653 | .attr("class", "tooltip") |
||
| 654 | .style("opacity", 0) |
||
| 655 | .style("font-size", "14px") // 放大字体 |
||
| 656 | .style("text-align", "left"); // 左对齐 |
||
| 657 | |||
| 658 | 1 | jun chen | ``` |
| 659 | 20 | jun chen | }} |
| 660 | 17 | jun chen | |
| 661 | 20 | jun chen | ### button 切换图表 |
| 662 | 17 | jun chen | |
| 663 | 18 | jun chen | |
| 664 | {{collapse(show code...) |
||
| 665 | 17 | jun chen | ``` |
| 666 | // 设置图表的尺寸和边距 |
||
| 667 | const margin = {top: 20, right: 30, bottom: 30, left: 40}, |
||
| 668 | width = 960 - margin.left - margin.right, |
||
| 669 | height = 500 - margin.top - margin.bottom; |
||
| 670 | |||
| 671 | // 设置SVG的尺寸 |
||
| 672 | const svg = d3.select("#chart").append("svg") |
||
| 673 | .attr("width", width + margin.left + margin.right) |
||
| 674 | .attr("height", height + margin.top + margin.bottom) |
||
| 675 | .append("g") |
||
| 676 | .attr("transform", `translate(${margin.left},${margin.top})`); |
||
| 677 | |||
| 678 | // 设置比例尺 |
||
| 679 | const x = d3.scaleLinear().range([0, width]); |
||
| 680 | const y = d3.scaleLinear().range([height, 0]); |
||
| 681 | |||
| 682 | // 定义折线生成器 |
||
| 683 | const line = d3.line() |
||
| 684 | .x(d => x(d.index)) // 使用第一列（index）作为X轴 |
||
| 685 | .y(d => y(d.observation)); // 使用观测值作为Y轴 |
||
| 686 | |||
| 687 | // 初始化Y轴数据为第二列（observation1） |
||
| 688 | let currentY = "observation1"; |
||
| 689 | |||
| 690 | // 读取CSV文件 |
||
| 691 | 1 | jun chen | d3.csv("data.csv").then(data => { |
| 692 | 17 | jun chen | // 转换数据类型 |
| 693 | 18 | jun chen | data.forEach(d => { |
| 694 | d.index = + parseInt(d.index); // 第一列转换为数值 |
||
| 695 | d.observation1 = + parseFloat(d.observation1); // 第二列转换为数值 |
||
| 696 | 17 | jun chen | d.observation2 = + parseFloat(d.observation2); // 第三列转换为数值 |
| 697 | }); |
||
| 698 | |||
| 699 | // 设置比例尺的域 |
||
| 700 | x.domain(d3.extent(data, d => d.index)); // X轴范围为第一列的最小值和最大值 |
||
| 701 | y.domain([0, d3.max(data, d => Math.max(d.observation1, d.observation2))]); // Y轴范围为0到观测值的最大值 |
||
| 702 | |||
| 703 | // 绘制初始折线图（使用observation1） |
||
| 704 | drawChart(data); |
||
| 705 | |||
| 706 | // 添加按钮点击事件 |
||
| 707 | d3.select("#toggleButton").on("click", function() { |
||
| 708 | // 切换Y轴数据 |
||
| 709 | currentY = currentY === "observation1" ? "observation2" : "observation1"; |
||
| 710 | // 更新按钮文本 |
||
| 711 | d3.select(this).text(currentY === "observation1" ? "Switch to Observation 2" : "Switch to Observation 1"); |
||
| 712 | // 重新绘制折线图 |
||
| 713 | drawChart(data); |
||
| 714 | }); |
||
| 715 | }); |
||
| 716 | |||
| 717 | // 绘制折线图的函数 |
||
| 718 | function drawChart(data) { |
||
| 719 | // 移除旧的折线和点 |
||
| 720 | svg.selectAll(".line").remove(); |
||
| 721 | svg.selectAll(".dot").remove(); |
||
| 722 | |||
| 723 | // 更新折线生成器的Y值 |
||
| 724 | line.y(d => y(d[currentY])); |
||
| 725 | |||
| 726 | // 添加折线 |
||
| 727 | svg.append("path") |
||
| 728 | .datum(data) |
||
| 729 | .attr("class", `line ${currentY === "observation1" ? "line1" : "line2"}`) |
||
| 730 | .attr("d", line); |
||
| 731 | |||
| 732 | // 添加点 |
||
| 733 | svg.selectAll(".dot") |
||
| 734 | .data(data) |
||
| 735 | .enter().append("circle") |
||
| 736 | .attr("class", "dot") |
||
| 737 | .attr("cx", d => x(d.index)) // 使用第一列（index）作为X轴 |
||
| 738 | .attr("cy", d => y(d[currentY])) // 使用当前观测值作为Y轴 |
||
| 739 | .attr("r", 5) |
||
| 740 | .on("mouseover", function(event, d) { |
||
| 741 | tooltip.transition() |
||
| 742 | .duration(200) |
||
| 743 | .style("opacity", .9); |
||
| 744 | tooltip.html(`Index: ${d.index}<br>Observation: ${d[currentY]}<br>Label: ${d.label}`) |
||
| 745 | .style("left", (event.pageX + 5) + "px") |
||
| 746 | .style("top", (event.pageY - 28) + "px"); |
||
| 747 | }) |
||
| 748 | .on("mouseout", function(d) { |
||
| 749 | tooltip.transition() |
||
| 750 | .duration(500) |
||
| 751 | .style("opacity", 0); |
||
| 752 | }); |
||
| 753 | |||
| 754 | // 添加X轴 |
||
| 755 | svg.select(".x-axis").remove(); // 移除旧的X轴 |
||
| 756 | svg.append("g") |
||
| 757 | .attr("class", "x-axis") |
||
| 758 | .attr("transform", `translate(0,${height})`) |
||
| 759 | .call(d3.axisBottom(x)); |
||
| 760 | |||
| 761 | // 添加Y轴 |
||
| 762 | svg.select(".y-axis").remove(); // 移除旧的Y轴 |
||
| 763 | svg.append("g") |
||
| 764 | .attr("class", "y-axis") |
||
| 765 | .call(d3.axisLeft(y)); |
||
| 766 | } |
||
| 767 | 1 | jun chen | |
| 768 | 17 | jun chen | // 添加提示工具 |
| 769 | const tooltip = d3.select("body").append("div") |
||
| 770 | .attr("class", "tooltip") |
||
| 771 | 18 | jun chen | .style("opacity", 0); |
| 772 | 17 | jun chen | ``` |
| 773 | |||
| 774 | 16 | jun chen | |
| 775 | 15 | jun chen | ### js d3 读入 csv 并绘制折线交互 |
| 776 | 16 | jun chen | |
| 777 | 15 | jun chen | {{collapse(show code...) |
| 778 | ``` |
||
| 779 | |||
| 780 | // 设置图表的尺寸和边距 |
||
| 781 | const margin = {top: 20, right: 30, bottom: 30, left: 40}, |
||
| 782 | width = 960 - margin.left - margin.right, |
||
| 783 | height = 500 - margin.top - margin.bottom; |
||
| 784 | |||
| 785 | // 设置SVG的尺寸 |
||
| 786 | const svg = d3.select("#chart").append("svg") |
||
| 787 | .attr("width", width + margin.left + margin.right) |
||
| 788 | .attr("height", height + margin.top + margin.bottom) |
||
| 789 | .append("g") |
||
| 790 | .attr("transform", `translate(${margin.left},${margin.top})`); |
||
| 791 | |||
| 792 | // 设置比例尺 |
||
| 793 | const x = d3.scaleLinear().range([0, width]); |
||
| 794 | const y = d3.scaleLinear().range([height, 0]); |
||
| 795 | |||
| 796 | // 定义折线生成器 |
||
| 797 | const line = d3.line() |
||
| 798 | .x((d, i) => x(i)) |
||
| 799 | .y(d => y(d.observation)); |
||
| 800 | |||
| 801 | // 读取CSV文件 |
||
| 802 | d3.csv("data.csv").then(data => { |
||
| 803 | // 转换数据类型 |
||
| 804 | data.forEach((d, i) => { |
||
| 805 | d.observation = +d.observation; |
||
| 806 | d.index = i; |
||
| 807 | }); |
||
| 808 | |||
| 809 | // 设置比例尺的域 |
||
| 810 | x.domain([0, data.length - 1]); |
||
| 811 | y.domain([0, d3.max(data, d => d.observation)]); |
||
| 812 | |||
| 813 | // 添加折线 |
||
| 814 | svg.append("path") |
||
| 815 | .datum(data) |
||
| 816 | .attr("class", "line") |
||
| 817 | .attr("d", line); |
||
| 818 | |||
| 819 | // 添加点 |
||
| 820 | svg.selectAll(".dot") |
||
| 821 | .data(data) |
||
| 822 | .enter().append("circle") |
||
| 823 | .attr("class", "dot") |
||
| 824 | .attr("cx", (d, i) => x(i)) |
||
| 825 | .attr("cy", d => y(d.observation)) |
||
| 826 | .attr("r", 5) |
||
| 827 | .on("mouseover", function(event, d) { |
||
| 828 | tooltip.transition() |
||
| 829 | .duration(200) |
||
| 830 | .style("opacity", .9); |
||
| 831 | tooltip.html(`Observation: ${d.observation}<br>Label: ${d.label}`) |
||
| 832 | .style("left", (event.pageX + 5) + "px") |
||
| 833 | .style("top", (event.pageY - 28) + "px"); |
||
| 834 | }) |
||
| 835 | .on("mouseout", function(d) { |
||
| 836 | tooltip.transition() |
||
| 837 | .duration(500) |
||
| 838 | .style("opacity", 0); |
||
| 839 | }); |
||
| 840 | |||
| 841 | // 添加X轴 |
||
| 842 | svg.append("g") |
||
| 843 | .attr("transform", `translate(0,${height})`) |
||
| 844 | .call(d3.axisBottom(x)); |
||
| 845 | |||
| 846 | // 添加Y轴 |
||
| 847 | svg.append("g") |
||
| 848 | .call(d3.axisLeft(y)); |
||
| 849 | }); |
||
| 850 | |||
| 851 | // 添加提示工具 |
||
| 852 | const tooltip = d3.select("body").append("div") |
||
| 853 | .attr("class", "tooltip") |
||
| 854 | .style("opacity", 0); |
||
| 855 | ``` |
||
| 856 | |||
| 857 | ``` |
||
| 858 | <!DOCTYPE html> |
||
| 859 | <html lang="en"> |
||
| 860 | <head> |
||
| 861 | <meta charset="UTF-8"> |
||
| 862 | <title>D3.js Line Chart</title> |
||
| 863 | <script src="https://d3js.org/d3.v7.min.js"></script> |
||
| 864 | <style> |
||
| 865 | .line { |
||
| 866 | fill: none; |
||
| 867 | stroke: steelblue; |
||
| 868 | stroke-width: 2px; |
||
| 869 | } |
||
| 870 | .dot { |
||
| 871 | fill: steelblue; |
||
| 872 | stroke: #fff; |
||
| 873 | } |
||
| 874 | .tooltip { |
||
| 875 | position: absolute; |
||
| 876 | text-align: center; |
||
| 877 | width: 120px; |
||
| 878 | height: auto; |
||
| 879 | padding: 5px; |
||
| 880 | font: 12px sans-serif; |
||
| 881 | background: lightsteelblue; |
||
| 882 | border: 0px; |
||
| 883 | border-radius: 8px; |
||
| 884 | pointer-events: none; |
||
| 885 | } |
||
| 886 | </style> |
||
| 887 | </head> |
||
| 888 | <body> |
||
| 889 | <div id="chart"></div> |
||
| 890 | 1 | jun chen | <script src="script.js"></script> |
| 891 | 15 | jun chen | </body> |
| 892 | </html> |
||
| 893 | |||
| 894 | 16 | jun chen | ``` |
| 895 | 15 | jun chen | }} |
| 896 | 5 | jun chen | |
| 897 | 4 | jun chen | ### js d3 内嵌数据显示折线 |
| 898 | 6 | jun chen | |
| 899 | {{collapse(show code...) |
||
| 900 | 1 | jun chen | |
| 901 | ``` |
||
| 902 | <!DOCTYPE html> |
||
| 903 | <html lang="en"> |
||
| 904 | <head> |
||
| 905 | <meta charset="UTF-8"> |
||
| 906 | <meta name="viewport" content="width=device-width, initial-scale=1.0"> |
||
| 907 | <title>分段填充折线图</title> |
||
| 908 | <script src="https://d3js.org/d3.v7.min.js"></script> |
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| 909 | <style> |
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| 910 | .tooltip { |
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| 911 | position: absolute; |
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| 912 | background-color: rgba(255, 255, 255, 0.9); |
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| 913 | border: 1px solid #ccc; |
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| 914 | padding: 5px; |
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| 915 | font-size: 12px; |
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| 916 | pointer-events: none; |
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| 917 | opacity: 0; |
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| 918 | } |
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| 919 | .line { |
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| 920 | fill: none; |
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| 921 | stroke: black; |
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| 922 | stroke-width: 2; |
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| 923 | } |
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| 924 | </style> |
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| 925 | </head> |
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| 926 | <body> |
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| 927 | <div id="chart"></div> |
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| 928 | <div class="tooltip" id="tooltip"></div> |
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| 929 | |||
| 930 | <script> |
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| 931 | // 示例数据 |
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| 932 | const data = [ |
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| 933 | { time: "2025-01-01", value: 10, description: "说明1" }, |
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| 934 | { time: "2025-01-02", value: 15, description: "说明2" }, |
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| 935 | { time: "2025-01-03", value: 20, description: "说明3" }, |
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| 936 | { time: "2025-01-04", value: 25, description: "说明4" }, |
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| 937 | { time: "2025-01-05", value: 30, description: "说明5" }, |
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| 938 | { time: "2025-01-06", value: 35, description: "说明6" }, |
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| 939 | { time: "2025-01-07", value: 40, description: "说明7" }, |
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| 940 | { time: "2025-01-08", value: 45, description: "说明8" }, |
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| 941 | { time: "2025-01-09", value: 50, description: "说明9" }, |
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| 942 | { time: "2025-01-10", value: 55, description: "说明10" }, |
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| 943 | { time: "2025-01-11", value: 60, description: "说明11" }, |
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| 944 | { time: "2025-01-12", value: 65, description: "说明12" }, |
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| 945 | { time: "2025-01-13", value: 70, description: "说明13" }, |
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| 946 | { time: "2025-01-14", value: 75, description: "说明14" }, |
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| 947 | { time: "2025-01-15", value: 80, description: "说明15" }, |
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| 948 | { time: "2025-01-16", value: 85, description: "说明16" }, |
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| 949 | { time: "2025-01-17", value: 90, description: "说明17" }, |
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| 950 | { time: "2025-01-18", value: 95, description: "说明18" }, |
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| 951 | { time: "2025-01-19", value: 100, description: "说明19" }, |
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| 952 | { time: "2025-01-20", value: 105, description: "说明20" } |
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| 953 | ]; |
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| 954 | |||
| 955 | // 设置图表尺寸 |
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| 956 | const margin = { top: 20, right: 30, bottom: 30, left: 40 }; |
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| 957 | const width = 800 - margin.left - margin.right; |
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| 958 | const height = 400 - margin.top - margin.bottom; |
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| 959 | |||
| 960 | // 创建 SVG 容器 |
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| 961 | const svg = d3.select("#chart") |
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| 962 | .append("svg") |
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| 963 | .attr("width", width + margin.left + margin.right) |
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| 964 | .attr("height", height + margin.top + margin.bottom) |
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| 965 | .append("g") |
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| 966 | .attr("transform", `translate(${margin.left},${margin.top})`); |
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| 967 | |||
| 968 | // 解析时间格式 |
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| 969 | const parseTime = d3.timeParse("%Y-%m-%d"); |
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| 970 | |||
| 971 | // 格式化数据 |
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| 972 | data.forEach(d => { |
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| 973 | d.time = parseTime(d.time); |
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| 974 | d.value = +d.value; |
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| 975 | }); |
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| 976 | |||
| 977 | // 设置比例尺 |
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| 978 | const x = d3.scaleTime() |
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| 979 | .domain(d3.extent(data, d => d.time)) |
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| 980 | .range([0, width]); |
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| 981 | |||
| 982 | const y = d3.scaleLinear() |
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| 983 | .domain([0, d3.max(data, d => d.value)]) |
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| 984 | .range([height, 0]); |
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| 985 | |||
| 986 | // 添加 X 轴 |
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| 987 | svg.append("g") |
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| 988 | .attr("transform", `translate(0,${height})`) |
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| 989 | .call(d3.axisBottom(x)); |
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| 990 | |||
| 991 | // 添加 Y 轴 |
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| 992 | svg.append("g") |
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| 993 | .call(d3.axisLeft(y)); |
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| 994 | |||
| 995 | // 创建折线生成器 |
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| 996 | const line = d3.line() |
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| 997 | .x(d => x(d.time)) |
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| 998 | .y(d => y(d.value)); |
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| 999 | |||
| 1000 | // 绘制折线 |
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| 1001 | svg.append("path") |
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| 1002 | .datum(data) |
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| 1003 | .attr("class", "line") |
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| 1004 | .attr("d", line); |
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| 1005 | |||
| 1006 | // 分段填充颜色 |
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| 1007 | const first10 = data.slice(0, 10); |
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| 1008 | const last10 = data.slice(-10); |
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| 1009 | const middle = data.slice(10, -10); |
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| 1010 | |||
| 1011 | // 填充前十个时间段的绿色区域 |
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| 1012 | svg.append("path") |
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| 1013 | .datum(first10) |
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| 1014 | .attr("fill", "green") |
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| 1015 | .attr("opacity", 0.3) |
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| 1016 | .attr("d", d3.area() |
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| 1017 | .x(d => x(d.time)) |
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| 1018 | .y0(height) |
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| 1019 | .y1(d => y(d.value)) |
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| 1020 | ); |
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| 1021 | |||
| 1022 | // 填充中间时间段的蓝色区域 |
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| 1023 | svg.append("path") |
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| 1024 | .datum(middle) |
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| 1025 | .attr("fill", "blue") |
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| 1026 | .attr("opacity", 0.3) |
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| 1027 | .attr("d", d3.area() |
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| 1028 | .x(d => x(d.time)) |
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| 1029 | .y0(height) |
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| 1030 | .y1(d => y(d.value)) |
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| 1031 | ); |
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| 1032 | |||
| 1033 | // 填充后十个时间段的红色区域 |
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| 1034 | svg.append("path") |
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| 1035 | .datum(last10) |
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| 1036 | .attr("fill", "red") |
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| 1037 | .attr("opacity", 0.3) |
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| 1038 | .attr("d", d3.area() |
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| 1039 | .x(d => x(d.time)) |
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| 1040 | .y0(height) |
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| 1041 | .y1(d => y(d.value)) |
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| 1042 | ); |
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| 1043 | |||
| 1044 | // 添加悬停交互 |
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| 1045 | const tooltip = d3.select("#tooltip"); |
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| 1046 | |||
| 1047 | svg.selectAll(".dot") |
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| 1048 | .data(data) |
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| 1049 | .enter() |
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| 1050 | .append("circle") |
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| 1051 | .attr("class", "dot") |
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| 1052 | .attr("cx", d => x(d.time)) |
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| 1053 | .attr("cy", d => y(d.value)) |
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| 1054 | .attr("r", 5) |
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| 1055 | .attr("fill", "steelblue") |
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| 1056 | .on("mouseover", (event, d) => { |
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| 1057 | tooltip.style("opacity", 1) |
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| 1058 | .html(`时间: ${d3.timeFormat("%Y-%m-%d")(d.time)}<br>数值: ${d.value}<br>说明: ${d.description}`) |
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| 1059 | .style("left", `${event.pageX + 5}px`) |
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| 1060 | .style("top", `${event.pageY - 20}px`); |
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| 1061 | }) |
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| 1062 | .on("mouseout", () => { |
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| 1063 | tooltip.style("opacity", 0); |
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| 1064 | }); |
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| 1065 | </script> |
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| 1066 | </body> |
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| 1067 | </html> |
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| 1068 | 6 | jun chen | ``` |
| 1069 | |||
| 1070 | 1 | jun chen | }} |
| 1071 | 13 | jun chen | |
| 1072 | 1 | jun chen | ### JavaScript + Plotly（纯前端实现） |
| 1073 | 8 | jun chen | |
| 1074 | {{collapse(show code...) |
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| 1075 | 1 | jun chen | |
| 1076 | ```html |
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| 1077 | <!DOCTYPE html> |
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| 1078 | <html> |
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| 1079 | <head> |
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| 1080 | <title>交互式图表</title> |
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| 1081 | <!-- 引入 Plotly.js --> |
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| 1082 | <script src="https://cdn.plot.ly/plotly-2.24.1.min.js"></script> |
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| 1083 | </head> |
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| 1084 | <body> |
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| 1085 | <div id="chart"></div> |
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| 1086 | |||
| 1087 | <script> |
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| 1088 | // 读取CSV文件（假设文件名为 data.csv） |
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| 1089 | fetch('data.csv') |
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| 1090 | .then(response => response.text()) |
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| 1091 | .then(csvText => { |
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| 1092 | // 解析CSV数据 |
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| 1093 | const rows = csvText.split('\n'); |
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| 1094 | const x = [], y = []; |
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| 1095 | rows.forEach((row, index) => { |
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| 1096 | if (index === 0) return; // 跳过标题行 |
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| 1097 | const [xVal, yVal] = row.split(','); |
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| 1098 | x.push(parseFloat(xVal)); |
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| 1099 | y.push(parseFloat(yVal)); |
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| 1100 | }); |
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| 1101 | |||
| 1102 | // 绘制图表 |
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| 1103 | Plotly.newPlot('chart', [{ |
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| 1104 | x: x, |
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| 1105 | y: y, |
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| 1106 | type: 'scatter', |
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| 1107 | mode: 'lines+markers', |
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| 1108 | marker: { color: 'blue' }, |
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| 1109 | line: { shape: 'spline' } |
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| 1110 | }], { |
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| 1111 | title: '交互式数据图表', |
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| 1112 | xaxis: { title: 'X轴' }, |
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| 1113 | yaxis: { title: 'Y轴' }, |
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| 1114 | hovermode: 'closest' |
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| 1115 | }); |
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| 1116 | }); |
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| 1117 | </script> |
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| 1118 | </body> |
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| 1119 | </html> |
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| 1120 | 8 | jun chen | ``` |
| 1121 | 1 | jun chen | }} |
| 1122 | |||
| 1123 | #### 使用步骤： |
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| 1124 | 1. 将CSV文件命名为 `data.csv`，格式如下： |
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| 1125 | ```csv |
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| 1126 | x,y |
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| 1127 | 1,5 |
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| 1128 | 2,3 |
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| 1129 | 3,7 |
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| 1130 | 4,2 |
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| 1131 | 5,8 |
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| 1132 | ``` |
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| 1133 | 2. 将HTML文件和 `data.csv` 放在同一目录下，用浏览器打开HTML文件。 |
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| 1134 | 3. 效果：支持**缩放、悬停显示数值、拖拽平移**等交互。 |
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| 1135 | |||
| 1136 | --- |
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| 1137 | 14 | jun chen | |
| 1138 | 1 | jun chen | ### Python + Plotly（生成独立HTML文件） |
| 1139 | #### 特点：适合Python用户，自动化生成图表文件。 |
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| 1140 | 9 | jun chen | |
| 1141 | 1 | jun chen | {{collapse(show code...) |
| 1142 | ```python |
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| 1143 | import pandas as pd |
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| 1144 | import plotly.express as px |
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| 1145 | |||
| 1146 | # 1. 读取CSV文件 |
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| 1147 | df = pd.read_csv("data.csv") |
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| 1148 | |||
| 1149 | # 2. 创建交互式图表 |
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| 1150 | fig = px.line( |
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| 1151 | df, x='x', y='y', |
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| 1152 | title='Python生成的交互式图表', |
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| 1153 | markers=True, # 显示数据点 |
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| 1154 | line_shape='spline' # 平滑曲线 |
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| 1155 | ) |
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| 1156 | |||
| 1157 | # 3. 自定义悬停效果和样式 |
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| 1158 | fig.update_traces( |
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| 1159 | hoverinfo='x+y', # 悬停显示x和y值 |
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| 1160 | line=dict(width=2, color='royalblue'), |
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| 1161 | marker=dict(size=8, color='firebrick') |
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| 1162 | ) |
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| 1163 | |||
| 1164 | # 4. 保存为HTML文件 |
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| 1165 | fig.write_html("interactive_chart.html") |
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| 1166 | ``` |
||
| 1167 | }} |
||
| 1168 | |||
| 1169 | #### 使用步骤： |
||
| 1170 | 1. 安装依赖： |
||
| 1171 | ```bash |
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| 1172 | pip install pandas plotly |
||
| 1173 | ``` |
||
| 1174 | 2. 运行代码后，生成 `interactive_chart.html`，用浏览器打开即可看到图表。 |
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| 1175 | |||
| 1176 | ### **进阶方案（可选）** |
||
| 1177 | 11 | jun chen | 1. **动态数据加载**（JavaScript）： |
| 1178 | |||
| 1179 | 1 | jun chen | {{collapse(View details...) |
| 1180 | ```html |
||
| 1181 | <input type="file" id="csvFile" accept=".csv"> |
||
| 1182 | <div id="chart"></div> |
||
| 1183 | <script> |
||
| 1184 | document.getElementById('csvFile').addEventListener('change', function(e) { |
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| 1185 | const file = e.target.files[0]; |
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| 1186 | const reader = new FileReader(); |
||
| 1187 | reader.onload = function(e) { |
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| 1188 | // 解析并绘制图表（代码同方法一） |
||
| 1189 | }; |
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| 1190 | reader.readAsText(file); |
||
| 1191 | }); |
||
| 1192 | </script> |
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| 1193 | 11 | jun chen | ``` |
| 1194 | 1 | jun chen | }} |
| 1195 | - 用户可上传任意CSV文件，实时生成图表。 |
||
| 1196 | 11 | jun chen | |
| 1197 | 1 | jun chen | |
| 1198 | 11 | jun chen | 2. **添加控件**（Python + Dash）： |
| 1199 | 1 | jun chen | {{collapse(View details...) |
| 1200 | ```python |
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| 1201 | from dash import Dash, dcc, html |
||
| 1202 | import pandas as pd |
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| 1203 | import plotly.express as px |
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| 1204 | |||
| 1205 | app = Dash(__name__) |
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| 1206 | df = pd.read_csv("data.csv") |
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| 1207 | |||
| 1208 | app.layout = html.Div([ |
||
| 1209 | dcc.Graph( |
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| 1210 | id='live-chart', |
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| 1211 | figure=px.scatter(df, x='x', y='y', title='Dash动态图表') |
||
| 1212 | ), |
||
| 1213 | html.Button('更新数据', id='update-button') |
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| 1214 | ]) |
||
| 1215 | |||
| 1216 | if __name__ == '__main__': |
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| 1217 | app.run_server(debug=True) |
||
| 1218 | 11 | jun chen | ``` |
| 1219 | }} |
||
| 1220 | 1 | jun chen | |
| 1221 | - 运行后访问 `http://localhost:8050`，支持动态交互和按钮触发操作。 |
||
| 1222 | |||
| 1223 | --- |