前端词云
现在很火的动态词云效果,自己也用JS做了一个简易的词云,下面是实现效果和源码。下面是主要代码,需要jquery库。<!DOCTYPE html><html><head lang="en"><meta charset="utf-8"><title>Michael An's Word cloud D...
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现在很火的动态词云效果,自己也用JS做了一个简易的词云,下面是实现效果和源码。

下面是主要代码,需要jquery库。
<!DOCTYPE html>
<html>
<head lang="en">
<meta charset="utf-8">
<title>Michael An's Word cloud Demo</title>
<link rel="stylesheet" type="text/css" href="miaov_style.css" />
</head>
<body>
<script type="text/javascript" src="./jquery-3.4.1.min.js"></script>
<script type="text/javascript" src="./miaov.js"></script>
</body>
</html>
这是基本的结构和样式(生成的效果可以根据设备宽度实际设置)
body {
background: #ffffff center 230px;
}
#div1 {
position: relative;
width: 600px;
height: 600px;
margin: 20px auto 0;
}
#div1 a {
position: absolute;
top: 0px;
left: 0px;
color: #0b85ff;
font-weight: bold;
text-decoration: none;
padding: 3px 6px;
}
#div1 .blue {
color: blue;
}
#div1 .red {
color: red;
}
#div1 .yellow {
color: yellow;
}
p {
font: 16px;
text-align: center;
color: #0f0f3b;
}
p a {
font-size: 14px;
color: #ba0c0c;
}
下面是主要逻辑代码:词云的配置(速度更新频率等可以设置,不建议设置成全局变量)
// default setting
var radius = 180; // 3D global radius
var dtr = Math.PI / 180;
var d = 600;
var mcList = [];
var active = false;
var lasta = 1;
var lastb = 1;
var distr = true;
var tspeed = 20; //word speed
var size = 250;
var mouseX = 0;
var mouseY = 0;
var howElliptical = 1;
var aA = null;
var oDiv = null;
function main() {
var a;
var b;
if (active) {
a = (-Math.min(Math.max(-mouseY, -size), size) / radius) * tspeed;
b = (Math.min(Math.max(-mouseX, -size), size) / radius) * tspeed;
} else {
a = lasta * 0.98;
b = lastb * 0.98;
}
lasta = a;
lastb = b;
if (Math.abs(a) <= 0.01 && Math.abs(b) <= 0.01) {
return;
}
var c = 0;
sineCosine(a, b, c);
for (var j = 0; j < mcList.length; j++) {
var rx1 = mcList[j].cx;
var ry1 = mcList[j].cy * ca + mcList[j].cz * (-sa);
var rz1 = mcList[j].cy * sa + mcList[j].cz * ca;
var rx2 = rx1 * cb + rz1 * sb;
var ry2 = ry1;
var rz2 = rx1 * (-sb) + rz1 * cb;
var rx3 = rx2 * cc + ry2 * (-sc);
var ry3 = rx2 * sc + ry2 * cc;
var rz3 = rz2;
mcList[j].cx = rx3;
mcList[j].cy = ry3;
mcList[j].cz = rz3;
per = d / (d + rz3);
mcList[j].x = (howElliptical * rx3 * per) - (howElliptical * 2);
mcList[j].y = ry3 * per;
mcList[j].scale = per;
mcList[j].alpha = per;
mcList[j].alpha = (mcList[j].alpha - 0.6) * (10 / 6);
}
doPosition();
depthSort();
}
function depthSort() {
var i = 0;
var aTmp = [];
for (i = 0; i < aA.length; i++) {
aTmp.push(aA[i]);
}
aTmp.sort( function(vItem1, vItem2) {
if (vItem1.cz > vItem2.cz) {
return -1;
} else if (vItem1.cz < vItem2.cz) {
return 1;
} else {
return 0;
}
});
for (i = 0; i < aTmp.length; i++) {
aTmp[i].style.zIndex = i;
}
}
function positionAll() {
var phi = 0;
var theta = 0;
var max = mcList.length;
var i = 0;
var aTmp = [];
var oFragment = document.createDocumentFragment();
for (i = 0; i < aA.length; i++) {
aTmp.push(aA[i]);
}
aTmp.sort(function() {
return Math.random() < 0.5 ? 1 : -1;
});
for (i = 0; i < aTmp.length; i++) {
oFragment.appendChild(aTmp[i]);
}
oDiv.appendChild(oFragment);
for (var i = 1; i < max + 1; i++) {
if (distr) {
phi = Math.acos(-1 + (2 * i - 1) / max);
theta = Math.sqrt(max * Math.PI) * phi;
} else {
phi = Math.random() * (Math.PI);
theta = Math.random() * (2 * Math.PI);
}
mcList[i - 1].cx = radius * Math.cos(theta) * Math.sin(phi);
mcList[i - 1].cy = radius * Math.sin(theta) * Math.sin(phi);
mcList[i - 1].cz = radius * Math.cos(phi);
aA[i - 1].style.left = mcList[i - 1].cx + oDiv.offsetWidth / 2 - mcList[i - 1].offsetWidth / 2 + 'px';
aA[i - 1].style.top = mcList[i - 1].cy + oDiv.offsetHeight / 2 - mcList[i - 1].offsetHeight / 2 + 'px';
}
}
function doPosition() {
var l = oDiv.offsetWidth / 2;
var t = oDiv.offsetHeight / 2;
for (var i = 0; i < mcList.length; i++) {
aA[i].style.left = mcList[i].cx + l - mcList[i].offsetWidth / 2 + 'px';
aA[i].style.top = mcList[i].cy + t - mcList[i].offsetHeight / 2 + 'px';
//aA[i].style.fontSize=Math.ceil(12*mcList[i].scale/2)+8+'px';
aA[i].style.filter = "alpha(opacity=" + 100 * mcList[i].alpha + ")";
aA[i].style.opacity = mcList[i].alpha;
}
}
function sineCosine(a, b, c) {
sa = Math.sin(a * dtr);
ca = Math.cos(a * dtr);
sb = Math.sin(b * dtr);
cb = Math.cos(b * dtr);
sc = Math.sin(c * dtr);
cc = Math.cos(c * dtr);
}
$(document).ready(function() {
var i = 0;
var oTag = null;
// from server or get file form local
let data = { "Python": 69.153, "Java": 59.546, "JavaScript": 40.135, "C++": 32.78, "C#": 19.546, "others": 12.6 };
var items = [];
$.each(data, function(key, val) {
items.push("<a href=# style=font-size:" + val + "px>" + key + "</a>");
});
$("<div/>", {
"id": "div1",
style: "border:solid 2px black",
ALIGN: "center",
html: items.join("")
}).appendTo("body");
oDiv = document.getElementById('div1');
aA = oDiv.getElementsByTagName('a');
for (i = 0; i < aA.length; i++) {
oTag = {};
oTag.offsetWidth = aA[i].offsetWidth;
oTag.offsetHeight = aA[i].offsetHeight;
mcList.push(oTag);
}
sineCosine(0, 0, 0);
positionAll();
oDiv.οnmοuseοver = function() {
active = true;
};
oDiv.οnmοuseοut = function() {
active = false;
};
oDiv.οnmοusemοve = function(ev) {
var oEvent = window.event || ev;
mouseX = oEvent.clientX - (oDiv.offsetLeft + oDiv.offsetWidth / 2);
mouseY = oEvent.clientY - (oDiv.offsetTop + oDiv.offsetHeight / 2);
mouseX /= 5;
mouseY /= 5;
};
setInterval(main, 30);
});
当然,还有python实现词云的方法。这里的案例直接从本地Excel文件中读取。如果是其他类型的数据,需要使用不同的转换器。当然可以直接从网站上爬取数据,然后进行词云制作。
#coding=utf-8
from wordcloud import WordCloud # word cloud
import matplotlib.pyplot as plt # paint
import jieba
import pandas as pd
import matplotlib.image as mpimg
import numpy as np
from PIL import Image
text= pd.read_excel('C:/Users/Michael/Desktop/test.xlsx',header=0)
cnt=''
for rows in text[1]:
cnt=cnt+rows
cnt.replace(' ','')
wordlist = jieba.cut(cnt,cut_all=False)
wl='/'.join(wordlist)
imreceive=np.array(Image.open('C:/Users/Michael/Desktop/code.png'))
wc = WordCloud(
background_color="white",
max_words=3000,
font_path='C:\Windows\Fonts\STHUPO.TTF', # font in PC
# height= 1200,
# width= 1600,
max_font_size=200,
random_state=40, # set random state
mask=imreceive # if you set mask, height and width in invalid
)
myword = wc.generate(wl) # generate word cloud
plt.imshow(myword)
plt.axis("off")
plt.show()
wc.to_file('C:/Users/Michael/Desktop/Michael-words-cloud.png')
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