爬取张佳玮138w+知乎关注者:数据可视化
配置项如下
var geoCoordMap = {
"北京": [116.46, 39.92],
"上海": [121.48, 31.22],
"杭州": [120.19, 30.26],
"深圳": [114.07, 22.62],
"广州": [113.23, 23.16],
"成都": [104.06, 30.67],
"南京": [118.78, 32.04],
"重庆": [106.54, 29.59],
"武汉": [114.31, 30.52],
"厦门": [118.1, 24.46],
"西安": [108.95, 34.27],
"天津": [117.2, 39.13],
"苏州": [120.62, 31.32],
"长沙": [113, 28.21],
"沈阳": [123.38, 41.8],
"济南": [117, 36.65],
"合肥": [117.27, 31.86],
"哈尔滨": [126.63, 45.75],
"大连": [121.62, 38.92],
"无锡": [120.29, 31.59],
"珠海": [113.52, 22.3],
"石家庄": [114.48, 38.03],
"福州": [119.3, 26.08],
"东莞": [113.75, 23.04],
"乌鲁木齐": [87.68, 43.77],
"台州": [121.420757, 28.656386],
"嘉兴": [120.76, 30.77],
"太原": [112.53, 37.87],
"宁波": [121.56, 29.86],
"常州": [119.95, 31.79],
"徐州": [117.2, 34.26],
"昆明": [102.73, 25.04],
"洛阳": [112.44, 34.7],
"郑州": [113.65, 34.76],
"青岛": [120.33, 36.07],
"鄂尔多斯": [109.781327, 39.608266],
"兰州": [103.73, 36.03],
"贵阳": [106.71, 26.57],
"海口": [110.35, 20.02],
"惠州": [114.4, 23.09],
"吉林": [126.57, 43.87],
"克拉玛依": [84.77, 45.59],
"聊城": [115.97, 36.45],
"泉州": [118.58, 24.93],
"潍坊": [119.1, 36.62],
"烟台": [121.39, 37.52],
"长春": [125.35, 43.88],
"大理": [100.27, 25.61],
"石河子": [86.09, 44.31],
"衡阳": [112.58, 26.90],
"呼伦贝尔": [119.77, 49.22],
"娄底": [112.00, 27.70],
"辽源": [125.14, 42.89],
"冀州": [115.60, 37.56],
"铁岭": [123.84, 42.29],
"香港": [114.11, 22.39]
};
var data = [{
name: '北京',
value: 360
}, {
name: '上海',
value: 183
}, {
name: '杭州',
value: 52
}, {
name: '深圳',
value: 55
}, {
name: '广州',
value: 47
}, {
name: '成都',
value: 26
}, {
name: '南京',
value: 20
}, {
name: '重庆',
value: 6
}, {
name: '武汉',
value: 6
}, {
name: '厦门',
value: 15
}, {
name: '西安',
value: 8
}, {
name: '天津',
value: 7
}, {
name: '苏州',
value: 8
}, {
name: '长沙',
value: 7
}, {
name: '沈阳',
value: 6
}, {
name: '济南',
value: 6
}, {
name: '合肥',
value: 4
}, {
name: '哈尔滨',
value: 4
}, {
name: '大连',
value: 4
}, {
name: '无锡',
value: 4
}, {
name: '珠海',
value: 4
}, {
name: '石家庄',
value: 3
}, {
name: '福州',
value: 3
}, {
name: '东莞',
value: 2
}, {
name: '乌鲁木齐',
value: 2
}, {
name: '台州',
value: 2
}, {
name: '嘉兴',
value: 2
}, {
name: '太原',
value: 2
}, {
name: '宁波',
value: 2
}, {
name: '常州',
value: 2
}, {
name: '徐州',
value: 2
}, {
name: '昆明',
value: 2
}, {
name: '洛阳',
value: 2
}, {
name: '郑州',
value: 2
}, {
name: '青岛',
value: 2
}, {
name: '鄂尔多斯',
value: 1
}, {
name: '兰州',
value: 1
}, {
name: '贵阳',
value: 1
}, {
name: '海口',
value: 1
}, {
name: '惠州',
value: 1
}, {
name: '吉林',
value: 1
}, {
name: '克拉玛依',
value: 1
}, {
name: '聊城',
value: 1
}, {
name: '泉州',
value: 1
}, {
name: '潍坊',
value: 1
}, {
name: '烟台',
value: 1
}, {
name: '长春',
value: 1
}, {
name: '大理',
value: 2
}, {
name: '石河子',
value: 1
}, {
name: '衡阳',
value: 1
}, {
name: '呼伦贝尔',
value: 1
}, {
name: '娄底',
value: 1
}, {
name: '辽源',
value: 1
}, {
name: '翼州',
value: 1
}, {
name: '铁岭',
value: 1
}, {
name: '中山',
value: 1
}, {
name: '香港',
value: 12
}];
var convertData = function(data) {
var res = [];
for (var i = 0; i < data.length; i++) {
var geoCoord = geoCoordMap[data[i].name];
if (geoCoord) {
res.push({
name: data[i].name,
value: geoCoord.concat(data[i].value)
});
}
}
return res;
};
var convertedData = [
convertData(data),
convertData(data.sort(function(a, b) {
return b.value - a.value;
}).slice(0, 6))
];
data.sort(function(a, b) {
return a.value - b.value;
})
var selectedItems = [];
var categoryData = [];
var barData = [];
// var maxBar = 30;
var sum = 0;
var count = data.length;
for (var i = 0; i < data.length; i++) {
categoryData.push(data[i].name);
barData.push(data[i].value);
sum += data[i].value;
}
console.log(categoryData);
console.log(sum + " " + count)
option = {
backgroundColor: '#404a59',
animation: true,
animationDuration: 1000,
animationEasing: 'cubicInOut',
animationDurationUpdate: 1000,
animationEasingUpdate: 'cubicInOut',
title: [{
text: '1w+关注者居住地分布',
subtext: '',
//爬取张佳玮138w+知乎关注者:数据可视化
//https://zhuanlan.zhihu.com/p/28890605?refer=c_122608198
//http://gallery.echartsjs.com/editor.html?c=xrJZ60TVIg
left: 260,
top: 65,
textStyle: {
color: '#fff'
}
}, {
id: 'statistic',
//text: count ? '平均: ' + parseInt((sum / count).toFixed(4)) : '',
right: 120,
top: 40,
width: 100,
textStyle: {
color: '#fff',
fontSize: 16
}
}],
toolbox: {
iconStyle: {
normal: {
borderColor: '#fff'
},
emphasis: {
borderColor: '#b1e4ff'
}
},
feature: {
/*dataZoom: {},
brush: {
type: ['rect', 'polygon', 'clear']
},*/
saveAsImage: {
show: true
}
}
},
/*brush: {
outOfBrush: {
color: '#abc'
},
brushStyle: {
borderWidth: 2,
color: 'rgba(0,0,0,0.2)',
borderColor: 'rgba(0,0,0,0.5)',
},
seriesIndex: [0, 1],
throttleType: 'debounce',
throttleDelay: 300,
geoIndex: 0
},*/
geo: {
map: 'china',
left: '10',
right: '40%',
center: [91.98561551896913, 34.205000490896193],
zoom: 1.4,
label: {
emphasis: {
show: false
}
},
roam: true,
itemStyle: {
normal: {
areaColor: '#323c48',
borderColor: '#111'
},
emphasis: {
areaColor: '#2a333d'
}
}
},
tooltip: {
trigger: 'item'
},
grid: {
right: 40,
top: 100,
bottom: 40,
width: '30%'
},
xAxis: {
type: 'value',
scale: false,
position: 'top',
boundaryGap: false,
splitLine: {
show: false
},
axisLine: {
show: false
},
axisTick: {
show: false
},
axisLabel: {
show: false,
margin: 2,
textStyle: {
color: '#aaa'
}
},
},
yAxis: {
type: 'category',
// name: 'TOP 20',
nameGap: 16,
axisLine: {
show: false,
lineStyle: {
color: '#ddd'
}
},
axisTick: {
show: false,
lineStyle: {
color: '#ddd'
}
},
axisLabel: {
show: false,
interval: 0,
textStyle: {
color: '#ddd'
}
},
data: categoryData
},
series: [{
// name: 'Top 5',
type: 'effectScatter',
coordinateSystem: 'geo',
data: convertedData[0],
symbolSize: function(val) {
//return Math.max(val[2] / 10,9);
if (val[2] < 10) {
return 7
}
if (val[2] >= 10 && val[2] < 100) {
return 12
}
if (val[2] >= 100) {
return val[2] / 10
}
},
showEffectOn: 'emphasis',
rippleEffect: {
brushType: 'stroke'
},
hoverAnimation: true,
label: {
normal: {
formatter: '{b}',
position: 'right',
show: false //true
}
},
itemStyle: {
normal: {
color: '#f4e925',
shadowBlur: 10,
shadowColor: '#333'
}
},
zlevel: 1
}, {
id: 'bar',
zlevel: 2,
type: 'bar',
symbol: 'none',
itemStyle: {
normal: {
color: '#ddb926'
}
},
//data: data
}]
};