全国各地人口数量与性别比例.ipynb

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   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import pyecharts as pye\n",
    "import decimal  \n",
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['font.sans-serif']=['SimHei'] #用来正常显示中文标签\n",
    "plt.rcParams['axes.unicode_minus']=False #用来正常显示负号\n",
    "%matplotlib inline"
   ]
  },
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   "execution_count": 3,
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>地区</th>\n",
       "      <th>合计</th>\n",
       "      <th>男</th>\n",
       "      <th>女</th>\n",
       "      <th>性别比（女100）</th>\n",
       "      <th>（人/户）</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>全    国</td>\n",
       "      <td>1332810869</td>\n",
       "      <td>682329104</td>\n",
       "      <td>650481765</td>\n",
       "      <td>104.90</td>\n",
       "      <td>3.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>北    京</td>\n",
       "      <td>19612368</td>\n",
       "      <td>10126430</td>\n",
       "      <td>9485938</td>\n",
       "      <td>106.75</td>\n",
       "      <td>2.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>天    津</td>\n",
       "      <td>12938693</td>\n",
       "      <td>6907091</td>\n",
       "      <td>6031602</td>\n",
       "      <td>114.52</td>\n",
       "      <td>2.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>河    北</td>\n",
       "      <td>71854210</td>\n",
       "      <td>36430286</td>\n",
       "      <td>35423924</td>\n",
       "      <td>102.84</td>\n",
       "      <td>3.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>山    西</td>\n",
       "      <td>35712101</td>\n",
       "      <td>18338760</td>\n",
       "      <td>17373341</td>\n",
       "      <td>105.56</td>\n",
       "      <td>3.24</td>\n",
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       "       地区          合计          男          女  性别比（女100）  （人/户）\n",
       "0  全    国  1332810869  682329104  650481765     104.90   3.09\n",
       "1  北    京    19612368   10126430    9485938     106.75   2.45\n",
       "2  天    津    12938693    6907091    6031602     114.52   2.80\n",
       "3  河    北    71854210   36430286   35423924     102.84   3.36\n",
       "4  山    西    35712101   18338760   17373341     105.56   3.24"
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   "source": [
    "data = pd.read_excel(r'data/1-1  各地区户数、人口数和性别比.xls')\n",
    "data.head()"
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    "# data = data['合计'].sort_values()\n",
    "x = list(data['地区'][1:])\n",
    "y = (list(data['合计'][1:]/1000000))\n",
    "y_ = [int(i) for i in y]\n",
    "men = (list(data['男'][1:]/1000000))\n",
    "men_ = [int(i) for i in men]\n",
    "woman = (list(data['女'][1:]/1000000))\n",
    "woman_ = [int(i) for i in woman]\n",
    "# for i in y:\n",
    "#     y_.append(int(i))\n",
    "bar = pye.Bar(\"各省人总口及男女人口分布\", width=1000, height=600)\n",
    "bar.add('总人口（百万/人）', x, y_, \n",
    "        xaxis_rotate=90, label_color=['#000000'], \n",
    "        xaxis_interval=0,\n",
    "        mark_point_symbolsize=60, is_label_show=True,\n",
    "        label_text_color=('#0066ff')\n",
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    "bar.add('女总人口（百万/人）', x, woman_, \n",
    "        is_stack=True, xaxis_rotate=90,\n",
    "        xaxis_interval=0,\n",
    "        mark_point_symbolsize=60, is_label_show=True\n",
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    "bar.add('男总人口（百万/人）', x, men_, \n",
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    "bar"
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   "source": [
    "# 全国各省人口占比\n",
    "- 最多人的是广东，意料中也是意料外，知道广东很多人，但是没想到居然是全国第一。以前一直以为河南才是全国第一的。\n",
    "- 最少的是西藏，地理原因意料之中。"
   ]
  },
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       "        \"#444693\",\n",
       "        \"#726930\",\n",
       "        \"#b2d235\",\n",
       "        \"#6d8346\",\n",
       "        \"#ac6767\",\n",
       "        \"#1d953f\",\n",
       "        \"#6950a1\",\n",
       "        \"#918597\",\n",
       "        \"#f6f5ec\"\n",
       "    ],\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"subtextStyle\": {\n",
       "                \"fontSize\": 12,\n",
       "                \"color\": \"#aaa\"\n",
       "            },\n",
       "            \"textStyle\": {\n",
       "                \"fontSize\": 18,\n",
       "                \"color\": \"#000\"\n",
       "            },\n",
       "            \"top\": \"auto\",\n",
       "            \"text\": \"\\u7537\\u5973\\u5206\\u5e03\\u997c\\u72b6\\u56fe\",\n",
       "            \"left\": \"auto\",\n",
       "            \"subtext\": \"\"\n",
       "        }\n",
       "    ],\n",
       "    \"series_id\": 7984145,\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\\u7537\",\n",
       "                \"\\u5973\"\n",
       "            ],\n",
       "            \"orient\": \"horizontal\",\n",
       "            \"selectedMode\": \"multiple\",\n",
       "            \"textStyle\": {\n",
       "                \"fontSize\": 12,\n",
       "                \"color\": \"#333\"\n",
       "            },\n",
       "            \"top\": \"top\",\n",
       "            \"left\": \"center\",\n",
       "            \"show\": true\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14,\n",
       "            \"color\": \"#fff\"\n",
       "        },\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"formatter\": null,\n",
       "        \"trigger\": \"item\"\n",
       "    },\n",
       "    \"series\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"value\": 682329104.0,\n",
       "                    \"name\": \"\\u7537\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 650481765.0,\n",
       "                    \"name\": \"\\u5973\"\n",
       "                }\n",
       "            ],\n",
       "            \"label\": {\n",
       "                \"emphasis\": {\n",
       "                    \"textStyle\": {\n",
       "                        \"fontSize\": 12,\n",
       "                        \"color\": \"#fff\"\n",
       "                    },\n",
       "                    \"show\": true,\n",
       "                    \"position\": null\n",
       "                },\n",
       "                \"normal\": {\n",
       "                    \"textStyle\": {\n",
       "                        \"fontSize\": 12,\n",
       "                        \"color\": \"#000\"\n",
       "                    },\n",
       "                    \"show\": true,\n",
       "                    \"formatter\": \"{b}: {d}%\",\n",
       "                    \"position\": \"outside\"\n",
       "                }\n",
       "            },\n",
       "            \"radius\": [\n",
       "                \"0%\",\n",
       "                \"75%\"\n",
       "            ],\n",
       "            \"seriesId\": 7984145,\n",
       "            \"type\": \"pie\",\n",
       "            \"name\": \"\",\n",
       "            \"roseType\": null,\n",
       "            \"center\": [\n",
       "                \"50%\",\n",
       "                \"50%\"\n",
       "            ]\n",
       "        }\n",
       "    ],\n",
       "    \"toolbox\": {\n",
       "        \"top\": \"center\",\n",
       "        \"orient\": \"vertical\",\n",
       "        \"show\": true,\n",
       "        \"left\": \"95%\",\n",
       "        \"feature\": {\n",
       "            \"dataView\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"restore\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"saveAsImage\": {\n",
       "                \"show\": true,\n",
       "                \"title\": \"\\u4e0b\\u8f7d\\u56fe\\u7247\"\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "myChart.setOption(option);\n",
       "\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.charts.pie.Pie at 0x237df16a0f0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "attr = [\"男\", \"女\"]\n",
    "v1 = [data['男'][0], data['女'][0]]\n",
    "pie = pye.Pie(\"男女分布饼状图\")\n",
    "pie.add(\"\", attr, v1, is_label_show=True)\n",
    "pie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "data_t = data.T\n",
    "\n",
    "attr_ = data_t[0:1].values\n",
    "value_ = data_t[1:2].values\n",
    "attr = []\n",
    "for i in attr_:\n",
    "    for i_ in i:\n",
    "        attr.append(i_.replace(' ', ''))\n",
    "value = []\n",
    "for a in value_:\n",
    "    for b in a:\n",
    "        value.append(int(b/10000))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "         paths:{\n",
       "           'echarts': '/nbextensions/echarts/echarts.min', 'china': '/nbextensions/echarts/china'\n",
       "         }\n",
       "    });\n",
       "</script>\n",
       "<div id=\"ebb7c10ce8e749eab49061dd162d3d75\" style=\"width:1000px; height:800px;\"></div>\n",
       "\n",
       "<script>\n",
       "    require([ 'echarts', 'china' ],function(ec){\n",
       "\tvar myChart = ec.init(document.getElementById('ebb7c10ce8e749eab49061dd162d3d75'));\n",
       "var option =  {\n",
       "    \"visualMap\": {\n",
       "        \"splitNumber\": 5,\n",
       "        \"min\": 0,\n",
       "        \"calculable\": true,\n",
       "        \"orient\": \"vertical\",\n",
       "        \"text\": [\n",
       "            \"high\",\n",
       "            \"low\"\n",
       "        ],\n",
       "        \"left\": \"left\",\n",
       "        \"top\": \"bottom\",\n",
       "        \"max\": 11000,\n",
       "        \"inRange\": {\n",
       "            \"color\": [\n",
       "                \"#50a3ba\",\n",
       "                \"#eac763\",\n",
       "                \"#d94e5d\"\n",
       "            ]\n",
       "        },\n",
       "        \"type\": \"continuous\",\n",
       "        \"dimension\": null,\n",
       "        \"textStyle\": {\n",
       "            \"color\": \"#000\"\n",
       "        },\n",
       "        \"showLabel\": true\n",
       "    },\n",
       "    \"backgroundColor\": \"#fff\",\n",
       "    \"color\": [\n",
       "        \"#c23531\",\n",
       "        \"#2f4554\",\n",
       "        \"#61a0a8\",\n",
       "        \"#d48265\",\n",
       "        \"#749f83\",\n",
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       "        \"#546570\",\n",
       "        \"#c4ccd3\",\n",
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       "        \"#ef5b9c\",\n",
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       "        \"#6950a1\",\n",
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       "    \"title\": [\n",
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       "                \"fontSize\": 12,\n",
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       "            \"textStyle\": {\n",
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       "                \"color\": \"#000\"\n",
       "            },\n",
       "            \"top\": \"auto\",\n",
       "            \"text\": \"\\u5168\\u56fd\\u4eba\\u53e3\\u5206\\u5e03\\u70ed\\u529b\\u56fe\\uff08/\\u4e07\\u4eba\\uff09\",\n",
       "            \"left\": \"auto\",\n",
       "            \"subtext\": \"\"\n",
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       "    ],\n",
       "    \"series_id\": 5977421,\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\"\n",
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       "            \"orient\": \"horizontal\",\n",
       "            \"selectedMode\": \"multiple\",\n",
       "            \"textStyle\": {\n",
       "                \"fontSize\": 12,\n",
       "                \"color\": \"#333\"\n",
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       "            \"top\": \"top\",\n",
       "            \"left\": \"center\",\n",
       "            \"show\": true\n",
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       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
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       "            \"fontSize\": 14,\n",
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       "        \"axisPointer\": {\n",
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       "        \"formatter\": null,\n",
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       "    \"series\": [\n",
       "        {\n",
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       "                    \"name\": \"\\u5168\\u56fd\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 1961,\n",
       "                    \"name\": \"\\u5317\\u4eac\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 1293,\n",
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       "                {\n",
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       "                {\n",
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       "                {\n",
       "                    \"value\": 4374,\n",
       "                    \"name\": \"\\u8fbd\\u5b81\"\n",
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       "                {\n",
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       "                {\n",
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       "                    \"name\": \"\\u4e0a\\u6d77\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 7866,\n",
       "                    \"name\": \"\\u6c5f\\u82cf\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 5442,\n",
       "                    \"name\": \"\\u6d59\\u6c5f\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 5950,\n",
       "                    \"name\": \"\\u5b89\\u5fbd\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 3689,\n",
       "                    \"name\": \"\\u798f\\u5efa\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 4456,\n",
       "                    \"name\": \"\\u6c5f\\u897f\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 9579,\n",
       "                    \"name\": \"\\u5c71\\u4e1c\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 9402,\n",
       "                    \"name\": \"\\u6cb3\\u5357\"\n",
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       "                {\n",
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       "                    \"name\": \"\\u5e7f\\u897f\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 867,\n",
       "                    \"name\": \"\\u6d77\\u5357\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 2884,\n",
       "                    \"name\": \"\\u91cd\\u5e86\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 8041,\n",
       "                    \"name\": \"\\u56db\\u5ddd\"\n",
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       "                {\n",
       "                    \"value\": 3474,\n",
       "                    \"name\": \"\\u8d35\\u5dde\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 4596,\n",
       "                    \"name\": \"\\u4e91\\u5357\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 300,\n",
       "                    \"name\": \"\\u897f\\u85cf\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 3732,\n",
       "                    \"name\": \"\\u9655\\u897f\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 2557,\n",
       "                    \"name\": \"\\u7518\\u8083\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 562,\n",
       "                    \"name\": \"\\u9752\\u6d77\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 630,\n",
       "                    \"name\": \"\\u5b81\\u590f\"\n",
       "                },\n",
       "                {\n",
       "                    \"value\": 2181,\n",
       "                    \"name\": \"\\u65b0\\u7586\"\n",
       "                }\n",
       "            ],\n",
       "            \"label\": {\n",
       "                \"emphasis\": {\n",
       "                    \"textStyle\": {\n",
       "                        \"fontSize\": 12,\n",
       "                        \"color\": \"#fff\"\n",
       "                    },\n",
       "                    \"show\": true,\n",
       "                    \"position\": null\n",
       "                },\n",
       "                \"normal\": {\n",
       "                    \"textStyle\": {\n",
       "                        \"fontSize\": 12,\n",
       "                        \"color\": \"#000\"\n",
       "                    },\n",
       "                    \"show\": true,\n",
       "                    \"formatter\": null,\n",
       "                    \"position\": \"top\"\n",
       "                }\n",
       "            },\n",
       "            \"roam\": true,\n",
       "            \"symbol\": \"circle\",\n",
       "            \"type\": \"map\",\n",
       "            \"name\": \"\",\n",
       "            \"mapType\": \"china\",\n",
       "            \"showLegendSymbol\": true\n",
       "        }\n",
       "    ],\n",
       "    \"toolbox\": {\n",
       "        \"top\": \"center\",\n",
       "        \"orient\": \"vertical\",\n",
       "        \"show\": true,\n",
       "        \"left\": \"95%\",\n",
       "        \"feature\": {\n",
       "            \"dataView\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"restore\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"saveAsImage\": {\n",
       "                \"show\": true,\n",
       "                \"title\": \"\\u4e0b\\u8f7d\\u56fe\\u7247\"\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "myChart.setOption(option);\n",
       "\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.charts.map.Map at 0x237df16b940>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map = pye.Map(\"全国人口分布热力图（/万人）\", width=1000, height=800)\n",
    "map.add(\"\", attr, value, maptype='china', is_visualmap=True,\n",
    "        visual_text_color='#000', visual_range =[0,11000],\n",
    "       is_label_show=True)\n",
    "map"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 全国各省人口地区分布图\n",
    "- 图中可以很直观的看出全国各地人口分布的情况\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script>\n",
       "    require.config({\n",
       "         paths:{\n",
       "           'echarts': '/nbextensions/echarts/echarts.min'\n",
       "         }\n",
       "    });\n",
       "</script>\n",
       "<div id=\"94723effcf76451496f26c24197fe2e6\" style=\"width:800px; height:400px;\"></div>\n",
       "\n",
       "<script>\n",
       "    require([ 'echarts' ],function(ec){\n",
       "\tvar myChart = ec.init(document.getElementById('94723effcf76451496f26c24197fe2e6'));\n",
       "var option =  {\n",
       "    \"backgroundColor\": \"#fff\",\n",
       "    \"xAxis\": [\n",
       "        {\n",
       "            \"data\": [\n",
       "                \"\\u5168    \\u56fd\",\n",
       "                \"\\u5317    \\u4eac\",\n",
       "                \"\\u5929    \\u6d25\",\n",
       "                \"\\u6cb3    \\u5317\",\n",
       "                \"\\u5c71    \\u897f\",\n",
       "                \"\\u5185 \\u8499 \\u53e4\",\n",
       "                \"\\u8fbd    \\u5b81\",\n",
       "                \"\\u5409    \\u6797\",\n",
       "                \"\\u9ed1 \\u9f99 \\u6c5f\",\n",
       "                \"\\u4e0a    \\u6d77\",\n",
       "                \"\\u6c5f    \\u82cf\",\n",
       "                \"\\u6d59    \\u6c5f\",\n",
       "                \"\\u5b89    \\u5fbd\",\n",
       "                \"\\u798f    \\u5efa\",\n",
       "                \"\\u6c5f    \\u897f\",\n",
       "                \"\\u5c71    \\u4e1c\",\n",
       "                \"\\u6cb3    \\u5357\",\n",
       "                \"\\u6e56    \\u5317\",\n",
       "                \"\\u6e56    \\u5357\",\n",
       "                \"\\u5e7f    \\u4e1c\",\n",
       "                \"\\u5e7f    \\u897f\",\n",
       "                \"\\u6d77    \\u5357\",\n",
       "                \"\\u91cd    \\u5e86\",\n",
       "                \"\\u56db    \\u5ddd\",\n",
       "                \"\\u8d35    \\u5dde\",\n",
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       "                \"\\u9655    \\u897f\",\n",
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       "                \"\\u5b81    \\u590f\",\n",
       "                \"\\u65b0    \\u7586\"\n",
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       "            \"min\": null,\n",
       "            \"show\": true,\n",
       "            \"type\": \"category\",\n",
       "            \"name\": \"\",\n",
       "            \"max\": null,\n",
       "            \"axisLabel\": {\n",
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       "                    \"fontSize\": 12,\n",
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       "                \"interval\": 0,\n",
       "                \"rotate\": 90,\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"nameGap\": 25,\n",
       "            \"nameLocation\": \"middle\",\n",
       "            \"inverse\": false,\n",
       "            \"nameTextStyle\": {\n",
       "                \"fontSize\": 14\n",
       "            },\n",
       "            \"position\": null,\n",
       "            \"axisTick\": {\n",
       "                \"alignWithLabel\": false\n",
       "            },\n",
       "            \"boundaryGap\": true\n",
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       "    ],\n",
       "    \"color\": [\n",
       "        \"#c23531\",\n",
       "        \"#2f4554\",\n",
       "        \"#61a0a8\",\n",
       "        \"#d48265\",\n",
       "        \"#749f83\",\n",
       "        \"#ca8622\",\n",
       "        \"#bda29a\",\n",
       "        \"#6e7074\",\n",
       "        \"#546570\",\n",
       "        \"#c4ccd3\",\n",
       "        \"#f05b72\",\n",
       "        \"#ef5b9c\",\n",
       "        \"#f47920\",\n",
       "        \"#905a3d\",\n",
       "        \"#fab27b\",\n",
       "        \"#2a5caa\",\n",
       "        \"#444693\",\n",
       "        \"#726930\",\n",
       "        \"#b2d235\",\n",
       "        \"#6d8346\",\n",
       "        \"#ac6767\",\n",
       "        \"#1d953f\",\n",
       "        \"#6950a1\",\n",
       "        \"#918597\",\n",
       "        \"#f6f5ec\"\n",
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       "    \"title\": [\n",
       "        {\n",
       "            \"subtextStyle\": {\n",
       "                \"fontSize\": 12,\n",
       "                \"color\": \"#aaa\"\n",
       "            },\n",
       "            \"textStyle\": {\n",
       "                \"fontSize\": 18,\n",
       "                \"color\": \"#000\"\n",
       "            },\n",
       "            \"top\": \"auto\",\n",
       "            \"text\": \"\\u5404\\u5730\\u6027\\u522b\\u6bd4\",\n",
       "            \"left\": \"auto\",\n",
       "            \"subtext\": \"\"\n",
       "        }\n",
       "    ],\n",
       "    \"yAxis\": [\n",
       "        {\n",
       "            \"min\": 1,\n",
       "            \"show\": true,\n",
       "            \"type\": \"value\",\n",
       "            \"name\": \"\",\n",
       "            \"max\": 1.2,\n",
       "            \"interval\": 0.05,\n",
       "            \"axisLabel\": {\n",
       "                \"textStyle\": {\n",
       "                    \"fontSize\": 12,\n",
       "                    \"color\": \"#000\"\n",
       "                },\n",
       "                \"interval\": \"auto\",\n",
       "                \"formatter\": \"{value} \",\n",
       "                \"rotate\": 0,\n",
       "                \"margin\": 8\n",
       "            },\n",
       "            \"nameGap\": 25,\n",
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       "            \"inverse\": false,\n",
       "            \"nameTextStyle\": {\n",
       "                \"fontSize\": 14\n",
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       "            \"position\": null,\n",
       "            \"axisTick\": {\n",
       "                \"alignWithLabel\": false\n",
       "            },\n",
       "            \"boundaryGap\": true\n",
       "        }\n",
       "    ],\n",
       "    \"series_id\": 6937277,\n",
       "    \"legend\": [\n",
       "        {\n",
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       "            \"color\": \"#fff\"\n",
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       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
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       "        \"formatter\": null,\n",
       "        \"trigger\": \"item\"\n",
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       "            \"label\": {\n",
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       "                        \"color\": \"#fff\"\n",
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       "            \"step\": false,\n",
       "            \"smooth\": false,\n",
       "            \"seriesId\": 6937277,\n",
       "            \"areaStyle\": {},\n",
       "            \"type\": \"line\",\n",
       "            \"showSymbol\": true,\n",
       "            \"lineStyle\": {\n",
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       "                    \"type\": \"solid\"\n",
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       "            \"markLine\": {\n",
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       "            \"stack\": \"\",\n",
       "            \"markPoint\": {\n",
       "                \"data\": [\n",
       "                    {\n",
       "                        \"label\": {\n",
       "                            \"normal\": {\n",
       "                                \"textStyle\": {\n",
       "                                    \"color\": \"#fff\"\n",
       "                                }\n",
       "                            }\n",
       "                        },\n",
       "                        \"valueDim\": null,\n",
       "                        \"symbol\": \"pin\",\n",
       "                        \"type\": \"max\",\n",
       "                        \"name\": \"Maximum\",\n",
       "                        \"symbolSize\": 50\n",
       "                    },\n",
       "                    {\n",
       "                        \"label\": {\n",
       "                            \"normal\": {\n",
       "                                \"textStyle\": {\n",
       "                                    \"color\": \"#fff\"\n",
       "                                }\n",
       "                            }\n",
       "                        },\n",
       "                        \"valueDim\": null,\n",
       "                        \"symbol\": \"pin\",\n",
       "                        \"type\": \"min\",\n",
       "                        \"name\": \"Minimum\",\n",
       "                        \"symbolSize\": 50\n",
       "                    }\n",
       "                ]\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"toolbox\": {\n",
       "        \"top\": \"center\",\n",
       "        \"orient\": \"vertical\",\n",
       "        \"show\": true,\n",
       "        \"left\": \"95%\",\n",
       "        \"feature\": {\n",
       "            \"dataView\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"restore\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"saveAsImage\": {\n",
       "                \"show\": true,\n",
       "                \"title\": \"\\u4e0b\\u8f7d\\u56fe\\u7247\"\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "myChart.setOption(option);\n",
       "\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.charts.line.Line at 0x237df1756d8>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "attr = list(data['地区'])\n",
    "tem = (data['性别比（女100）']/100)\n",
    "line = pye.Line('各地性别比')\n",
    "v1 = []\n",
    "for i in tem:\n",
    "    v1.append(float( \"%.2f\" % i))\n",
    "line.add('性别比(男/女)', attr, v1, xaxis_interval=0, \n",
    "         xaxis_rotate=90, yaxis_force_interval=0.05,\n",
    "         yaxis_min=1, yaxis_max=1.2, mark_point=[\"max\", \"min\"]\n",
    "        )\n",
    "line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "        \"#918597\",\n",
       "        \"#f6f5ec\"\n",
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       "    \"backgroundColor\": \"#fff\",\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"\\u5404\\u5730\\u6237\\u53e3\\u4eba\\u6570\",\n",
       "            \"left\": \"auto\",\n",
       "            \"textStyle\": {\n",
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       "    \"legend\": [\n",
       "        {\n",
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       "            \"orient\": \"horizontal\",\n",
       "            \"data\": [\n",
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       "            \"textStyle\": {\n",
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       "            \"show\": true,\n",
       "            \"top\": \"top\",\n",
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       "    \"tooltip\": {\n",
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       "        \"textStyle\": {\n",
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       "        \"triggerOn\": \"mousemove|click\",\n",
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       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"formatter\": null\n",
       "    },\n",
       "    \"toolbox\": {\n",
       "        \"left\": \"95%\",\n",
       "        \"orient\": \"vertical\",\n",
       "        \"show\": true,\n",
       "        \"top\": \"center\",\n",
       "        \"feature\": {\n",
       "            \"dataView\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"restore\": {\n",
       "                \"show\": true\n",
       "            },\n",
       "            \"saveAsImage\": {\n",
       "                \"show\": true,\n",
       "                \"title\": \"\\u4e0b\\u8f7d\\u56fe\\u7247\"\n",
       "            }\n",
       "        }\n",
       "    }\n",
       "};\n",
       "myChart.setOption(option);\n",
       "\n",
       "    });\n",
       "</script>\n"
      ],
      "text/plain": [
       "<pyecharts.charts.line.Line at 0x1bddbb31940>"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "line = pye.Line('各地户口人数')\n",
    "attr = list(data['地区'])\n",
    "registered = data['（人/户）']\n",
    "line.add('户口数（人/户）', attr, registered, xaxis_interval=0, \n",
    "         xaxis_rotate=90, yaxis_force_interval=0.5,mark_line=[\"average\"],\n",
    "          yaxis_min=1, yaxis_max=4.5, mark_point=[\"max\", \"min\"]\n",
    "        )\n",
    "line"
   ]
  }
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