Python視覺化-地圖染色

一、資料檔案準備

1、value.txt

0,3.19
1,2.7
2,2.51
3,2.78
4,2.61
5,3.13
6,3.14
7,2.69
8,2.51
9,3.15
10,3.15
11,3.15
12,3.15

第一列是稱是序號，第二列是其對應數值。

序號與城市對應如下：

0,南京市 
1,徐州市 
2,淮安市
3,鹽城市
4,宿遷市
5,泰州市
6,揚州市
7,南通市
8,連雲港市 
9,鎮江市
10,無錫市
11,蘇州市
12,常州市

2、jsmap.svg 下載地址：

https://download.csdn.net/my  （不能0積分我也hen藍瘦，不過可以複製下面的內容）

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<path name="常州市" fill="#D3D3D3" id="11" d="M439,510c-1.6-3.4,0.7-5.3,0.5-9.5c-0.2-4.1,2.4-9.7,4-11  c1.6-1.3,0.5-2.9-0.7-5.6s0.8-2.7,2.5-3.9s-0.6-2.9,0.1-4.7c0.7-1.8,3-3,5.1-3.9c2.1-0.9,3.5-3,3.9-4.3c0.4-1.3,0.5-2.3,2.2-2.6  c1.7-0.3,2.4,4.5,2.9,5.7c0.5,1.2,2.1,2.1,4.2,2c2.1-0.1,8.1,4.3,8.9,3.6c0.8-0.8,3.2-1.4,4.7-2.2c1.5-0.8,4.1-1.1,5.4-0.4  c1.2,0.8,1.4,5.6,1.7,7.2c0.3,1.6,2.3,3,5.6,2.6c3.4-0.4,5.6,3.9,6.8,4.8c1.1,0.9,2.2,1.2,4.3,0c2.2-1.2,1.2-4,0.8-6.2  c-0.4-2.3-2.3-4.1-5.5-6.8c-3.2-2.6,1.3-6.5,2.7-7.6c1.5-1.1,1.7-2.5,1.5-4.1c-0.3-1.6,1.5-1.8,3.5-2.2c2-0.4,1.3-5,1.1-7.6  c-0.2-2.7,1-3.4,2.7-3.4c1.6,0,0.4-2.8-0.7-4.5c-1.1-1.7-0.4-2.7,0.4-6.8c0.8-4.1-1.5-4.4-2.6-3.1s-9.6,3.9-12.2,4.8  c-2.6,0.9-3.7,2.6-5.8,2.3s-2.1-3.6-0.4-5.3c1.6-1.6,0.8-4.4,0.8-6.4c0-2-1.1-4.2,0.1-6c1.2-1.8,1.1-3.1-1-5.3  c-2-2.2-2.9-6.4-4.4-7.9c-1.5-1.5-12.1-0.5-16-0.3c-3.8,0.3-3,12.5-2.4,13.7c0.6,1.2-1.3,7-1.7,8.4c-0.4,1.5,2.7,4.3,3.5,5.5  c0.8,1.2-0.9,5-1.4,6.3c-0.5,1.2-1.2,3.4-0.7,5.9c0.5,2.5-3.5-1.1-6.4-1.8c-2.8-0.8-2.8-0.2-3.8-4.1c-1-3.8-1.9-0.6-5.1-1.2  c-3.1-0.5-0.4-1.9-3.4-5.6c-3-3.7-5.6-1.5-8.3-0.7c-2.7,0.8-4.6-3.6-7.2-4.1c-2.6-0.5-0.3,3.3-0.1,5.7c0.1,2.5-4.2-1.5-6-4.6  c-1.8-3.1-7.1,2.7-7.1,5.2s-0.7,9.3-1.1,16.3c-0.4,6.1-7.9,8.1-9.8,8.6c0.2,0.6,0.3,1.2,0.2,1.6c-0.1,2.7-2.1,6.8-2.9,7.1  c-0.8,0.3,2.4,4.4,0.3,6c-2.1,1.6-5.8,2.9-5.6,6.3c0.2,3.4,0.8,8.6,3.1,10.5c2.2,1.9,3.9,6.4,1.3,10.6c0.5,0.3,0.9,0.7,1.1,1.2  c0.7,1.4,1.1,3.6,3.4,3.6s10-1.1,10.5-2c0.6-0.9,0.6-1.7,2.7-1.6c2.1,0.1,2.4,2.8,1.3,4c-1.1,1.1-1.3,3-1.6,5c-0.3,2,0,2.6,2.6,4.3  c2.6,1.7,3.1,0,6.3,1.6c3.1,1.6,5.7,1.6,8.1,1.7c1.2,0.1,2.1,0.6,3.2,1.3C443.4,520.9,440.6,513.3,439,510z" stroke-miterlimit="10" stroke="#FFFFFF"/>
</svg>

用來生成地圖，我採用的示例是江蘇省的，只精確到市。

3、染色的顏色資訊

推薦一個十六進位制的顏色資訊網站：http://zh.spycolor.com/

我們設定，數值大的區域使用深色染色，數值小的區域顏色淺。

二、匯入模組包

可參考Windows下安裝Python、matplotlib包 及相關
https://blog.csdn.net/mikasa3/article/details/78942650 

1、bs4

原名是BeautifulSoup，後經修改。

三、完整程式碼

如下：

# coding=utf-8
import sys
reload(sys)  
sys.setdefaultencoding('utf8')
import csv
from bs4 import BeautifulSoup
def DrawBlockMap(file_name):
    reader = csv.reader(open(file_name,'r'), delimiter = ",")
    svg = open('jsmap.svg','r').read() #讀取江蘇省地圖資料
    Price = {}
    price_only = []#記錄各市的數值
    sort_value = []#記錄
    sort_no = []#記錄各市的排名
    for row in reader:#遍歷讀取的檔案每一行
        try:
            temp = row[0]#序號
            price = float(row[1].strip())#價格
            Price[temp] = price
            price_only.append(price)
            sort_value.append(price)
        except:
            pass
    sort_value.sort()#對所有數值預設升序排序，計算記錄各市的排名
    for i in range(len(price_only)):
        for j in range(len(sort_value)):
            if (price_only[i] == sort_value[j]):
                sort_no.append(j)#記錄當前排名
                break
    soup = BeautifulSoup(svg,"lxml")
    paths = soup.findAll('path')
    #顏色列表
    colors = ["#FFD0E7","#FFA0D0","#FF71B8","#FF41A0", "#FF1288", "#E10071", "#B20059", "#720039","#620031","#510029","#410021","#310018","#210010"]
    path_style = 'font-size:12px;fill-rule:nonzero;stroke:#FFFFFF;stroke-opacity:1;stroke-width:0.1;stroke-miterlimit:4;stroke-dasharray:none;stroke-linecap:butt;marker-start:none;stroke-linejoin:bevel;fill:'
    count = 0
    for p in paths:
        try:
            color_class = sort_no[count]#根據排名染不同的顏色，排名越前說明值越小，所以顏色越淺
            count += 1
        except:
            continue
        color = colors[color_class]
        p['style'] = path_style + color#改變地圖對應區域的顏色
    print soup.prettify()
if __name__=='__main__':
    DrawBlockMap("value.txt")

四、執行結果

若將檔案儲存命名為test.py，生成檔名為out_js_map.svg，則在py資料夾中命令列執行，輸入：

python test.py > out_js_map.svg

可以右擊在瀏覽器中開啟：

如我們所設想的，數值大的區域顏色深，反之則顏色淺。