100天精通Python（可视化篇）——第110天：Pyecharts绘制可视化大屏项目（附上完整源码）

文章目录

• 专栏导读
• 1. 数据准备
• 2. 绘制地图
• 3. 绘制折线图
• 4. 绘制柱状图
• 5. 绘制饼图
• 6. 创建网格组合所有图标
• 7. 创建时间轴
• 8. 完整代码
• 书籍推荐

专栏导读

本文已收录于《100天精通Python从入门到就业》：本专栏专门针对零基础和需要进阶提升的同学所准备的一套完整教学，从0到100的不断进阶深入，后续还有实战项目，轻松应对面试，专栏订阅地址：https://blog.csdn.net/yuan2019035055/category_11466020.html

• 优点：订阅限时9.9付费专栏进入千人全栈VIP答疑群，作者优先解答机会（代码指导、远程服务），群里大佬众多可以抱团取暖（大厂内推机会）
• 专栏福利：简历指导、招聘内推、每周送实体书、80G全栈学习视频、300本IT电子书：Python、Java、前端、大数据、数据库、算法、爬虫、数据分析、机器学习、面试题库等等
  
  

1. 数据准备

这里用列表构建一个1993-2019年的GDP数据（虚拟数据仅供参考）：

2. 绘制地图

下面代码绘制各个省份的地图（如果看不懂怎么使用的请先学习前面可视化篇的文章）：

# 从数据中筛选出特定年份的地图数据map_data = [[[x["name"], x["value"]] for x in d["data"]] for d in data if d["time"] == year][0]# 设置地图数据的最小值和最大值min_data, max_data = (minNum, maxNum)# 初始化一个空的数据标记列表data_mark: List = []i = 0# 遍历时间列表，如果年份匹配，则将对应位置的值添加到标记列表，否则添加空字符串for x in time_list:if x == year:data_mark.append(total_num[i])else:data_mark.append("")i = i + 1# 创建地图图表对象map_chart = (Map().add(series_name="",data_pair=map_data,zoom=1,center=[119.5, 34.5],is_map_symbol_show=False,itemstyle_opts={"normal": {"areaColor": "#323c48", "borderColor": "#404a59"},"emphasis": {# 在地图的高亮状态下，显示标签和区域颜色"label": {"show": Timeline},"areaColor": "rgba(255,255,255, 0.5)",},},).set_global_opts(# 设置图表的全局选项，包括标题、提示框、视觉映射等title_opts=opts.TitleOpts(title="" + str(year) + "全国分地区GPD情况（单位：亿） 数据来源：国家统计局",subtitle="",pos_left="center",pos_top="top",title_textstyle_opts=opts.TextStyleOpts(font_size=25, color="rgba(255,255,255, 0.9)"),),tooltip_opts=opts.TooltipOpts(is_show=True,formatter=JsCode("""function(params) {if ('value' in params.data) {return params.data.value[2] + ': ' + params.data.value[0];}}"""),),visualmap_opts=opts.VisualMapOpts(is_calculable=True,dimension=0,pos_left="30",pos_top="center",range_text=["High", "Low"],range_color=["lightskyblue", "yellow", "orangered"],textstyle_opts=opts.TextStyleOpts(color="#ddd"),min_=min_data,max_=max_data,),))

地图展示：

3. 绘制折线图

这段代码用于创建折线图，其中包含两组数据，一组是总量数据，另一组是带有标记点的数据标记。标题和其他全局选项也被设置。

# 创建折线图对象line_chart = (Line()# 添加 X 轴数据，即时间列表.add_xaxis(time_list)# 添加第一个 Y 轴数据，即总量数据.add_yaxis("", total_num)# 添加第二个 Y 轴数据，即数据标记，并设置最大值的标记点.add_yaxis("",data_mark,markpoint_opts=opts.MarkPointOpts(data=[opts.MarkPointItem(type_="max")]),)# 设置系列选项，隐藏标签.set_series_opts(label_opts=opts.LabelOpts(is_show=False))# 设置全局选项，包括标题和位置.set_global_opts(title_opts=opts.TitleOpts(title="全国GDP总量1993-2018年（单位：万亿）", pos_left="72%", pos_top="5%")))

折线图展示：

4. 绘制柱状图

这段代码用于创建条形图，包括提取 X 轴和 Y 轴数据，设置标签格式，翻转坐标轴，以及设置全局选项，包括坐标轴范围、提示框和视觉映射等。

# 提取条形图 X 轴数据，即地图数据中的地区名称bar_x_data = [x[0] for x in map_data]# 提取条形图 Y 轴数据，将地区名称和对应值封装成字典形式bar_y_data = [{"name": x[0], "value": x[1][0]} for x in map_data]# 创建条形图对象bar = (Bar()# 添加 X 轴数据.add_xaxis(xaxis_data=bar_x_data)# 添加 Y 轴数据，包括系列名、数据和标签格式.add_yaxis(series_name="",y_axis=bar_y_data,label_opts=opts.LabelOpts(is_show=True, position="right", formatter="{b} : {c}"),)# 翻转 X 轴和 Y 轴.reversal_axis()# 设置全局选项，包括 X 轴、Y 轴、提示框、视觉映射等.set_global_opts(xaxis_opts=opts.AxisOpts(max_=maxNum, axislabel_opts=opts.LabelOpts(is_show=False)),yaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(is_show=False)),tooltip_opts=opts.TooltipOpts(is_show=False),visualmap_opts=opts.VisualMapOpts(is_calculable=True,dimension=0,pos_left="10",pos_top="top",range_text=["High", "Low"],range_color=["lightskyblue", "yellow", "orangered"],textstyle_opts=opts.TextStyleOpts(color="#ddd"),min_=min_data,max_=max_data,),))

柱状图展示：

5. 绘制饼图

这段代码用于创建饼图，包括提取饼图数据、设置系列名、半径、中心位置以及边框样式等，同时设置全局选项，包括提示框和图例的显示设置。

# 提取饼图数据，包括地区名称和对应值的第一个元素pie_data = [[x[0], x[1][0]] for x in map_data]# 创建饼图对象pie = (Pie()# 添加饼图数据，包括系列名、数据对和半径、中心位置的设置.add(series_name="",data_pair=pie_data,radius=["15%", "35%"],center=["80%", "82%"],itemstyle_opts=opts.ItemStyleOpts(border_width=1, border_color="rgba(0,0,0,0.3)"),)# 设置全局选项，包括提示框和图例的显示设置.set_global_opts(tooltip_opts=opts.TooltipOpts(is_show=True, formatter="{b} {d}%"),legend_opts=opts.LegendOpts(is_show=False),))

饼图展示：

6. 创建网格组合所有图标

这段代码用于创建一个网格图，将条形图、折线图、饼图和地图图表组合在一起，同时设置它们在网格中的相对位置。

# 创建网格图对象grid_chart = (Grid()# 添加条形图到网格，设置条形图在网格中的位置.add(bar,grid_opts=opts.GridOpts(pos_left="10", pos_right="45%", pos_top="50%", pos_bottom="5"),)# 添加折线图到网格，设置折线图在网格中的位置.add(line_chart,grid_opts=opts.GridOpts(pos_left="65%", pos_right="80", pos_top="10%", pos_bottom="50%"),)# 添加饼图到网格，设置饼图在网格中的位置.add(pie, grid_opts=opts.GridOpts(pos_left="45%", pos_top="60%"))# 添加地图图表到网格，默认位置.add(map_chart, grid_opts=opts.GridOpts()))

7. 创建时间轴

这段代码用于创建时间轴，并在时间轴上添加对应年份的图表，最后将可视化大屏项目保存为 HTML 文件。

# 主程序入口，判断当前脚本是否作为主程序执行if __name__ == "__main__":# 创建时间轴对象，设置初始选项包括宽度、高度和主题timeline = Timeline(init_opts=opts.InitOpts(width="1600px", height="900px", theme=ThemeType.DARK))# 遍历时间列表，为每个时间点创建对应年份的图表，并添加到时间轴中for y in time_list:g = get_year_chart(year=y)timeline.add(g, time_point=str(y))# 添加时间轴的配置，包括方向、自动播放、播放速度等timeline.add_schema(orient="vertical",is_auto_play=True,is_inverse=True,play_interval=5000,pos_left="null",pos_right="5",pos_top="20",pos_bottom="20",width="60",label_opts=opts.LabelOpts(is_show=True, color="#fff"),)# 渲染生成可视化大屏项目的 HTML 文件timeline.render("可视化大屏项目.html")

8. 完整代码

完整代码复制即用：

from typing import Listimport pyecharts.options as optsfrom pyecharts.globals import ThemeTypefrom pyecharts.commons.utils import JsCodefrom pyecharts.charts import Timeline, Grid, Bar, Map, Pie, Linedata = [{"time": "1993年","data": [{"name": "广东省", "value": [3469.0, 10.12, "广东省"]},{"name": "江苏省", "value": [2998.0, 8.75, "江苏省"]},{"name": "山东省", "value": [2770.0, 8.08, "山东省"]},{"name": "辽宁省", "value": [2011.0, 5.87, "辽宁省"]},{"name": "浙江省", "value": [1926.0, 5.62, "浙江省"]},{"name": "河北省", "value": [1691.0, 4.93, "河北省"]},{"name": "河南省", "value": [1660.0, 4.84, "河南省"]},{"name": "上海市", "value": [1519.0, 4.43, "上海市"]},{"name": "四川省", "value": [1486.0, 4.34, "四川省"]},{"name": "湖北省", "value": [1326.0, 3.87, "湖北省"]},{"name": "湖南省", "value": [1245.0, 3.63, "湖南省"]},{"name": "黑龙江省", "value": [1198.0, 3.5, "黑龙江省"]},{"name": "福建省", "value": [1114.0, 3.25, "福建省"]},{"name": "安徽省", "value": [1037.0, 3.03, "安徽省"]},{"name": "北京市", "value": [886.0, 2.59, "北京市"]},{"name": "广西壮族自治区", "value": [872.0, 2.54, "广西壮族自治区"]},{"name": "云南省", "value": [783.0, 2.28, "云南省"]},{"name": "江西省", "value": [723.0, 2.11, "江西省"]},{"name": "吉林省", "value": [719.0, 2.1, "吉林省"]},{"name": "山西省", "value": [680.0, 1.98, "山西省"]},{"name": "陕西省", "value": [678.0, 1.98, "陕西省"]},{"name": "重庆市", "value": [609.0, 1.78, "重庆市"]},{"name": "天津市", "value": [539.0, 1.57, "天津市"]},{"name": "内蒙古", "value": [538.0, 1.57, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [495.0, 1.44, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [418.0, 1.22, "贵州省"]},{"name": "甘肃省", "value": [372.0, 1.09, "甘肃省"]},{"name": "海南省", "value": [260.0, 0.76, "海南省"]},{"name": "青海省", "value": [110.0, 0.32, "青海省"]},{"name": "宁夏回族自治区", "value": [104.0, 0.3, "宁夏回族自治区"]},{"name": "西藏自治区", "value": [37.0, 0.11, "西藏自治区"]},],},{"time": "1994年","data": [{"name": "广东省", "value": [4619.0, 10.17, "广东省"]},{"name": "江苏省", "value": [4057.0, 8.93, "江苏省"]},{"name": "山东省", "value": [3845.0, 8.47, "山东省"]},{"name": "浙江省", "value": [2689.0, 5.92, "浙江省"]},{"name": "辽宁省", "value": [2462.0, 5.42, "辽宁省"]},{"name": "河南省", "value": [2217.0, 4.88, "河南省"]},{"name": "河北省", "value": [2187.0, 4.81, "河北省"]},{"name": "四川省", "value": [2001.0, 4.41, "四川省"]},{"name": "上海市", "value": [1991.0, 4.38, "上海市"]},{"name": "湖北省", "value": [1701.0, 3.74, "湖北省"]},{"name": "湖南省", "value": [1650.0, 3.63, "湖南省"]},{"name": "福建省", "value": [1644.0, 3.62, "福建省"]},{"name": "黑龙江省", "value": [1605.0, 3.53, "黑龙江省"]},{"name": "安徽省", "value": [1320.0, 2.91, "安徽省"]},{"name": "广西壮族自治区", "value": [1198.0, 2.64, "广西壮族自治区"]},{"name": "北京市", "value": [1145.0, 2.52, "北京市"]},{"name": "云南省", "value": [984.0, 2.17, "云南省"]},{"name": "江西省", "value": [948.0, 2.09, "江西省"]},{"name": "吉林省", "value": [938.0, 2.07, "吉林省"]},{"name": "陕西省", "value": [839.0, 1.85, "陕西省"]},{"name": "重庆市", "value": [834.0, 1.84, "重庆市"]},{"name": "山西省", "value": [827.0, 1.82, "山西省"]},{"name": "天津市", "value": [733.0, 1.61, "天津市"]},{"name": "内蒙古", "value": [695.0, 1.53, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [662.0, 1.46, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [524.0, 1.15, "贵州省"]},{"name": "甘肃省", "value": [454.0, 1.0, "甘肃省"]},{"name": "海南省", "value": [332.0, 0.73, "海南省"]},{"name": "青海省", "value": [138.0, 0.3, "青海省"]},{"name": "宁夏回族自治区", "value": [136.0, 0.3, "宁夏回族自治区"]},{"name": "西藏自治区", "value": [46.0, 0.1, "西藏自治区"]},],},{"time": "1995年","data": [{"name": "广东省", "value": [5933.0, 10.29, "广东省"]},{"name": "江苏省", "value": [5155.0, 8.94, "江苏省"]},{"name": "山东省", "value": [4953.0, 8.59, "山东省"]},{"name": "浙江省", "value": [3558.0, 6.17, "浙江省"]},{"name": "河南省", "value": [2988.0, 5.18, "河南省"]},{"name": "河北省", "value": [2850.0, 4.94, "河北省"]},{"name": "辽宁省", "value": [2793.0, 4.85, "辽宁省"]},{"name": "上海市", "value": [2499.0, 4.34, "上海市"]},{"name": "四川省", "value": [2443.0, 4.24, "四川省"]},{"name": "湖南省", "value": [2132.0, 3.7, "湖南省"]},{"name": "湖北省", "value": [2109.0, 3.66, "湖北省"]},{"name": "福建省", "value": [2095.0, 3.63, "福建省"]},{"name": "黑龙江省", "value": [1991.0, 3.45, "黑龙江省"]},{"name": "安徽省", "value": [1811.0, 3.14, "安徽省"]},{"name": "北京市", "value": [1508.0, 2.62, "北京市"]},{"name": "广西壮族自治区", "value": [1498.0, 2.6, "广西壮族自治区"]},{"name": "云南省", "value": [1222.0, 2.12, "云南省"]},{"name": "江西省", "value": [1170.0, 2.03, "江西省"]},{"name": "吉林省", "value": [1137.0, 1.97, "吉林省"]},{"name": "重庆市", "value": [1123.0, 1.95, "重庆市"]},{"name": "山西省", "value": [1076.0, 1.87, "山西省"]},{"name": "陕西省", "value": [1037.0, 1.8, "陕西省"]},{"name": "天津市", "value": [932.0, 1.62, "天津市"]},{"name": "内蒙古", "value": [857.0, 1.49, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [815.0, 1.41, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [636.0, 1.1, "贵州省"]},{"name": "甘肃省", "value": [558.0, 0.97, "甘肃省"]},{"name": "海南省", "value": [363.0, 0.63, "海南省"]},{"name": "宁夏回族自治区", "value": [175.0, 0.3, "宁夏回族自治区"]},{"name": "青海省", "value": [168.0, 0.29, "青海省"]},{"name": "西藏自治区", "value": [56.0, 0.1, "西藏自治区"]},],},{"time": "1996年","data": [{"name": "广东省", "value": [6835.0, 10.07, "广东省"]},{"name": "江苏省", "value": [6004.0, 8.84, "江苏省"]},{"name": "山东省", "value": [5884.0, 8.67, "山东省"]},{"name": "浙江省", "value": [4189.0, 6.17, "浙江省"]},{"name": "河南省", "value": [3635.0, 5.35, "河南省"]},{"name": "河北省", "value": [3453.0, 5.09, "河北省"]},{"name": "辽宁省", "value": [3158.0, 4.65, "辽宁省"]},{"name": "上海市", "value": [2958.0, 4.36, "上海市"]},{"name": "四川省", "value": [2872.0, 4.23, "四川省"]},{"name": "湖南省", "value": [2540.0, 3.74, "湖南省"]},{"name": "湖北省", "value": [2500.0, 3.68, "湖北省"]},{"name": "福建省", "value": [2484.0, 3.66, "福建省"]},{"name": "黑龙江省", "value": [2371.0, 3.49, "黑龙江省"]},{"name": "安徽省", "value": [2093.0, 3.08, "安徽省"]},{"name": "北京市", "value": [1789.0, 2.63, "北京市"]},{"name": "广西壮族自治区", "value": [1698.0, 2.5, "广西壮族自治区"]},{"name": "云南省", "value": [1518.0, 2.24, "云南省"]},{"name": "江西省", "value": [1410.0, 2.08, "江西省"]},{"name": "吉林省", "value": [1347.0, 1.98, "吉林省"]},{"name": "重庆市", "value": [1315.0, 1.94, "重庆市"]},{"name": "山西省", "value": [1292.0, 1.9, "山西省"]},{"name": "陕西省", "value": [1216.0, 1.79, "陕西省"]},{"name": "天津市", "value": [1122.0, 1.65, "天津市"]},{"name": "内蒙古", "value": [1023.0, 1.51, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [901.0, 1.33, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [723.0, 1.06, "贵州省"]},{"name": "甘肃省", "value": [723.0, 1.06, "甘肃省"]},{"name": "海南省", "value": [390.0, 0.57, "海南省"]},{"name": "宁夏回族自治区", "value": [203.0, 0.3, "宁夏回族自治区"]},{"name": "青海省", "value": [184.0, 0.27, "青海省"]},{"name": "西藏自治区", "value": [65.0, 0.1, "西藏自治区"]},],},{"time": "1997年","data": [{"name": "广东省", "value": [7775.0, 10.16, "广东省"]},{"name": "江苏省", "value": [6680.0, 8.73, "江苏省"]},{"name": "山东省", "value": [6537.0, 8.55, "山东省"]},{"name": "浙江省", "value": [4686.0, 6.13, "浙江省"]},{"name": "河南省", "value": [4041.0, 5.28, "河南省"]},{"name": "河北省", "value": [3954.0, 5.17, "河北省"]},{"name": "辽宁省", "value": [3582.0, 4.68, "辽宁省"]},{"name": "上海市", "value": [3439.0, 4.5, "上海市"]},{"name": "四川省", "value": [3241.0, 4.24, "四川省"]},{"name": "福建省", "value": [2871.0, 3.75, "福建省"]},{"name": "湖北省", "value": [2856.0, 3.73, "湖北省"]},{"name": "湖南省", "value": [2849.0, 3.72, "湖南省"]},{"name": "黑龙江省", "value": [2668.0, 3.49, "黑龙江省"]},{"name": "安徽省", "value": [2347.0, 3.07, "安徽省"]},{"name": "北京市", "value": [2077.0, 2.72, "北京市"]},{"name": "广西壮族自治区", "value": [1817.0, 2.38, "广西壮族自治区"]},{"name": "云南省", "value": [1676.0, 2.19, "云南省"]},{"name": "江西省", "value": [1606.0, 2.1, "江西省"]},{"name": "重庆市", "value": [1510.0, 1.97, "重庆市"]},{"name": "山西省", "value": [1476.0, 1.93, "山西省"]},{"name": "吉林省", "value": [1464.0, 1.91, "吉林省"]},{"name": "陕西省", "value": [1364.0, 1.78, "陕西省"]},{"name": "天津市", "value": [1265.0, 1.65, "天津市"]},{"name": "内蒙古", "value": [1154.0, 1.51, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1040.0, 1.36, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [806.0, 1.05, "贵州省"]},{"name": "甘肃省", "value": [794.0, 1.04, "甘肃省"]},{"name": "海南省", "value": [411.0, 0.54, "海南省"]},{"name": "宁夏回族自治区", "value": [225.0, 0.29, "宁夏回族自治区"]},{"name": "青海省", "value": [203.0, 0.27, "青海省"]},{"name": "西藏自治区", "value": [77.0, 0.1, "西藏自治区"]},],},{"time": "1998年","data": [{"name": "广东省", "value": [8531.0, 10.31, "广东省"]},{"name": "江苏省", "value": [7200.0, 8.7, "江苏省"]},{"name": "山东省", "value": [7021.0, 8.49, "山东省"]},{"name": "浙江省", "value": [5053.0, 6.11, "浙江省"]},{"name": "河南省", "value": [4308.0, 5.21, "河南省"]},{"name": "河北省", "value": [4256.0, 5.15, "河北省"]},{"name": "辽宁省", "value": [3882.0, 4.69, "辽宁省"]},{"name": "上海市", "value": [3801.0, 4.59, "上海市"]},{"name": "四川省", "value": [3474.0, 4.2, "四川省"]},{"name": "福建省", "value": [3160.0, 3.82, "福建省"]},{"name": "湖北省", "value": [3114.0, 3.76, "湖北省"]},{"name": "湖南省", "value": [3026.0, 3.66, "湖南省"]},{"name": "黑龙江省", "value": [2774.0, 3.35, "黑龙江省"]},{"name": "安徽省", "value": [2543.0, 3.07, "安徽省"]},{"name": "北京市", "value": [2377.0, 2.87, "北京市"]},{"name": "广西壮族自治区", "value": [1911.0, 2.31, "广西壮族自治区"]},{"name": "云南省", "value": [1831.0, 2.21, "云南省"]},{"name": "江西省", "value": [1720.0, 2.08, "江西省"]},{"name": "山西省", "value": [1611.0, 1.95, "山西省"]},{"name": "重庆市", "value": [1602.0, 1.94, "重庆市"]},{"name": "吉林省", "value": [1577.0, 1.91, "吉林省"]},{"name": "陕西省", "value": [1458.0, 1.76, "陕西省"]},{"name": "天津市", "value": [1375.0, 1.66, "天津市"]},{"name": "内蒙古", "value": [1263.0, 1.53, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1107.0, 1.34, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [888.0, 1.07, "甘肃省"]},{"name": "贵州省", "value": [858.0, 1.04, "贵州省"]},{"name": "海南省", "value": [442.0, 0.53, "海南省"]},{"name": "宁夏回族自治区", "value": [245.0, 0.3, "宁夏回族自治区"]},{"name": "青海省", "value": [221.0, 0.27, "青海省"]},{"name": "西藏自治区", "value": [92.0, 0.11, "西藏自治区"]},],},{"time": "1999年","data": [{"name": "广东省", "value": [9251.0, 10.47, "广东省"]},{"name": "江苏省", "value": [7698.0, 8.71, "江苏省"]},{"name": "山东省", "value": [7494.0, 8.48, "山东省"]},{"name": "浙江省", "value": [5444.0, 6.16, "浙江省"]},{"name": "河南省", "value": [4518.0, 5.11, "河南省"]},{"name": "河北省", "value": [4514.0, 5.11, "河北省"]},{"name": "上海市", "value": [4189.0, 4.74, "上海市"]},{"name": "辽宁省", "value": [4172.0, 4.72, "辽宁省"]},{"name": "四川省", "value": [3649.0, 4.13, "四川省"]},{"name": "福建省", "value": [3414.0, 3.86, "福建省"]},{"name": "湖北省", "value": [3229.0, 3.65, "湖北省"]},{"name": "湖南省", "value": [3215.0, 3.64, "湖南省"]},{"name": "黑龙江省", "value": [2866.0, 3.24, "黑龙江省"]},{"name": "安徽省", "value": [2712.0, 3.07, "安徽省"]},{"name": "北京市", "value": [2679.0, 3.03, "北京市"]},{"name": "广西壮族自治区", "value": [1971.0, 2.23, "广西壮族自治区"]},{"name": "云南省", "value": [1900.0, 2.15, "云南省"]},{"name": "江西省", "value": [1854.0, 2.1, "江西省"]},{"name": "吉林省", "value": [1673.0, 1.89, "吉林省"]},{"name": "山西省", "value": [1667.0, 1.89, "山西省"]},{"name": "重庆市", "value": [1663.0, 1.88, "重庆市"]},{"name": "陕西省", "value": [1593.0, 1.8, "陕西省"]},{"name": "天津市", "value": [1501.0, 1.7, "天津市"]},{"name": "内蒙古", "value": [1379.0, 1.56, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1163.0, 1.32, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [956.0, 1.08, "甘肃省"]},{"name": "贵州省", "value": [938.0, 1.06, "贵州省"]},{"name": "海南省", "value": [477.0, 0.54, "海南省"]},{"name": "宁夏回族自治区", "value": [265.0, 0.3, "宁夏回族自治区"]},{"name": "青海省", "value": [239.0, 0.27, "青海省"]},{"name": "西藏自治区", "value": [106.0, 0.12, "西藏自治区"]},],},{"time": "2000年","data": [{"name": "广东省", "value": [10741.0, 10.88, "广东省"]},{"name": "江苏省", "value": [8554.0, 8.67, "江苏省"]},{"name": "山东省", "value": [8337.0, 8.45, "山东省"]},{"name": "浙江省", "value": [6141.0, 6.22, "浙江省"]},{"name": "河南省", "value": [5053.0, 5.12, "河南省"]},{"name": "河北省", "value": [5044.0, 5.11, "河北省"]},{"name": "上海市", "value": [4771.0, 4.83, "上海市"]},{"name": "辽宁省", "value": [4669.0, 4.73, "辽宁省"]},{"name": "四川省", "value": [3928.0, 3.98, "四川省"]},{"name": "福建省", "value": [3765.0, 3.81, "福建省"]},{"name": "湖南省", "value": [3551.0, 3.6, "湖南省"]},{"name": "湖北省", "value": [3545.0, 3.59, "湖北省"]},{"name": "北京市", "value": [3162.0, 3.2, "北京市"]},{"name": "黑龙江省", "value": [3151.0, 3.19, "黑龙江省"]},{"name": "安徽省", "value": [2902.0, 2.94, "安徽省"]},{"name": "广西壮族自治区", "value": [2080.0, 2.11, "广西壮族自治区"]},{"name": "云南省", "value": [2011.0, 2.04, "云南省"]},{"name": "江西省", "value": [2003.0, 2.03, "江西省"]},{"name": "吉林省", "value": [1952.0, 1.98, "吉林省"]},{"name": "山西省", "value": [1846.0, 1.87, "山西省"]},{"name": "陕西省", "value": [1804.0, 1.83, "陕西省"]},{"name": "重庆市", "value": [1791.0, 1.81, "重庆市"]},{"name": "天津市", "value": [1702.0, 1.72, "天津市"]},{"name": "内蒙古", "value": [1539.0, 1.56, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1364.0, 1.38, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [1053.0, 1.07, "甘肃省"]},{"name": "贵州省", "value": [1030.0, 1.04, "贵州省"]},{"name": "海南省", "value": [527.0, 0.53, "海南省"]},{"name": "宁夏回族自治区", "value": [295.0, 0.3, "宁夏回族自治区"]},{"name": "青海省", "value": [264.0, 0.27, "青海省"]},{"name": "西藏自治区", "value": [118.0, 0.12, "西藏自治区"]},],},{"time": "2001年","data": [{"name": "广东省", "value": [12039.0, 11.07, "广东省"]},{"name": "江苏省", "value": [9457.0, 8.69, "江苏省"]},{"name": "山东省", "value": [9195.0, 8.45, "山东省"]},{"name": "浙江省", "value": [6898.0, 6.34, "浙江省"]},{"name": "河南省", "value": [5533.0, 5.09, "河南省"]},{"name": "河北省", "value": [5517.0, 5.07, "河北省"]},{"name": "上海市", "value": [5210.0, 4.79, "上海市"]},{"name": "辽宁省", "value": [5033.0, 4.63, "辽宁省"]},{"name": "四川省", "value": [4293.0, 3.95, "四川省"]},{"name": "福建省", "value": [4073.0, 3.74, "福建省"]},{"name": "湖北省", "value": [3881.0, 3.57, "湖北省"]},{"name": "湖南省", "value": [3832.0, 3.52, "湖南省"]},{"name": "北京市", "value": [3708.0, 3.41, "北京市"]},{"name": "黑龙江省", "value": [3390.0, 3.12, "黑龙江省"]},{"name": "安徽省", "value": [3247.0, 2.99, "安徽省"]},{"name": "广西壮族自治区", "value": [2279.0, 2.1, "广西壮族自治区"]},{"name": "江西省", "value": [2176.0, 2.0, "江西省"]},{"name": "云南省", "value": [2138.0, 1.97, "云南省"]},{"name": "吉林省", "value": [2120.0, 1.95, "吉林省"]},{"name": "山西省", "value": [2030.0, 1.87, "山西省"]},{"name": "陕西省", "value": [2011.0, 1.85, "陕西省"]},{"name": "重庆市", "value": [1977.0, 1.82, "重庆市"]},{"name": "天津市", "value": [1919.0, 1.76, "天津市"]},{"name": "内蒙古", "value": [1714.0, 1.58, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1492.0, 1.37, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [1133.0, 1.04, "贵州省"]},{"name": "甘肃省", "value": [1125.0, 1.03, "甘肃省"]},{"name": "海南省", "value": [579.0, 0.53, "海南省"]},{"name": "宁夏回族自治区", "value": [337.0, 0.31, "宁夏回族自治区"]},{"name": "青海省", "value": [300.0, 0.28, "青海省"]},{"name": "西藏自治区", "value": [139.0, 0.13, "西藏自治区"]},],},{"time": "2002年","data": [{"name": "广东省", "value": [13502.0, 11.18, "广东省"]},{"name": "江苏省", "value": [10607.0, 8.78, "江苏省"]},{"name": "山东省", "value": [10276.0, 8.51, "山东省"]},{"name": "浙江省", "value": [8004.0, 6.62, "浙江省"]},{"name": "河南省", "value": [6035.0, 4.99, "河南省"]},{"name": "河北省", "value": [6018.0, 4.98, "河北省"]},{"name": "上海市", "value": [5741.0, 4.75, "上海市"]},{"name": "辽宁省", "value": [5458.0, 4.52, "辽宁省"]},{"name": "四川省", "value": [4725.0, 3.91, "四川省"]},{"name": "福建省", "value": [4468.0, 3.7, "福建省"]},{"name": "北京市", "value": [4315.0, 3.57, "北京市"]},{"name": "湖北省", "value": [4213.0, 3.49, "湖北省"]},{"name": "湖南省", "value": [4152.0, 3.44, "湖南省"]},{"name": "黑龙江省", "value": [3637.0, 3.01, "黑龙江省"]},{"name": "安徽省", "value": [3520.0, 2.91, "安徽省"]},{"name": "广西壮族自治区", "value": [2524.0, 2.09, "广西壮族自治区"]},{"name": "江西省", "value": [2450.0, 2.03, "江西省"]},{"name": "吉林省", "value": [2349.0, 1.94, "吉林省"]},{"name": "山西省", "value": [2325.0, 1.92, "山西省"]},{"name": "云南省", "value": [2313.0, 1.91, "云南省"]},{"name": "陕西省", "value": [2253.0, 1.86, "陕西省"]},{"name": "重庆市", "value": [2233.0, 1.85, "重庆市"]},{"name": "天津市", "value": [2151.0, 1.78, "天津市"]},{"name": "内蒙古", "value": [1941.0, 1.61, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1613.0, 1.34, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [1243.0, 1.03, "贵州省"]},{"name": "甘肃省", "value": [1232.0, 1.02, "甘肃省"]},{"name": "海南省", "value": [643.0, 0.53, "海南省"]},{"name": "宁夏回族自治区", "value": [377.0, 0.31, "宁夏回族自治区"]},{"name": "青海省", "value": [341.0, 0.28, "青海省"]},{"name": "西藏自治区", "value": [162.0, 0.13, "西藏自治区"]},],},{"time": "2003年","data": [{"name": "广东省", "value": [15845.0, 11.36, "广东省"]},{"name": "江苏省", "value": [12443.0, 8.92, "江苏省"]},{"name": "山东省", "value": [12078.0, 8.66, "山东省"]},{"name": "浙江省", "value": [9705.0, 6.96, "浙江省"]},{"name": "河北省", "value": [6921.0, 4.96, "河北省"]},{"name": "河南省", "value": [6868.0, 4.92, "河南省"]},{"name": "上海市", "value": [6694.0, 4.8, "上海市"]},{"name": "辽宁省", "value": [6003.0, 4.3, "辽宁省"]},{"name": "四川省", "value": [5333.0, 3.82, "四川省"]},{"name": "北京市", "value": [5007.0, 3.59, "北京市"]},{"name": "福建省", "value": [4984.0, 3.57, "福建省"]},{"name": "湖北省", "value": [4757.0, 3.41, "湖北省"]},{"name": "湖南省", "value": [4660.0, 3.34, "湖南省"]},{"name": "黑龙江省", "value": [4057.0, 2.91, "黑龙江省"]},{"name": "安徽省", "value": [3923.0, 2.81, "安徽省"]},{"name": "山西省", "value": [2855.0, 2.05, "山西省"]},{"name": "广西壮族自治区", "value": [2821.0, 2.02, "广西壮族自治区"]},{"name": "江西省", "value": [2807.0, 2.01, "江西省"]},{"name": "吉林省", "value": [2662.0, 1.91, "吉林省"]},{"name": "陕西省", "value": [2588.0, 1.85, "陕西省"]},{"name": "天津市", "value": [2578.0, 1.85, "天津市"]},{"name": "云南省", "value": [2556.0, 1.83, "云南省"]},{"name": "重庆市", "value": [2556.0, 1.83, "重庆市"]},{"name": "内蒙古", "value": [2388.0, 1.71, "内蒙古"]},{"name": "新疆维吾尔自治区", "value": [1886.0, 1.35, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [1426.0, 1.02, "贵州省"]},{"name": "甘肃省", "value": [1400.0, 1.0, "甘肃省"]},{"name": "海南省", "value": [714.0, 0.51, "海南省"]},{"name": "宁夏回族自治区", "value": [445.0, 0.32, "宁夏回族自治区"]},{"name": "青海省", "value": [390.0, 0.28, "青海省"]},{"name": "西藏自治区", "value": [185.0, 0.13, "西藏自治区"]},],},{"time": "2004年","data": [{"name": "广东省", "value": [18865.0, 11.23, "广东省"]},{"name": "山东省", "value": [15022.0, 8.95, "山东省"]},{"name": "江苏省", "value": [15004.0, 8.93, "江苏省"]},{"name": "浙江省", "value": [11649.0, 6.94, "浙江省"]},{"name": "河南省", "value": [8554.0, 5.09, "河南省"]},{"name": "河北省", "value": [8478.0, 5.05, "河北省"]},{"name": "上海市", "value": [8073.0, 4.81, "上海市"]},{"name": "辽宁省", "value": [6672.0, 3.97, "辽宁省"]},{"name": "四川省", "value": [6380.0, 3.8, "四川省"]},{"name": "北京市", "value": [6033.0, 3.59, "北京市"]},{"name": "福建省", "value": [5763.0, 3.43, "福建省"]},{"name": "湖南省", "value": [5642.0, 3.36, "湖南省"]},{"name": "湖北省", "value": [5633.0, 3.35, "湖北省"]},{"name": "安徽省", "value": [4759.0, 2.83, "安徽省"]},{"name": "黑龙江省", "value": [4751.0, 2.83, "黑龙江省"]},{"name": "山西省", "value": [3571.0, 2.13, "山西省"]},{"name": "江西省", "value": [3457.0, 2.06, "江西省"]},{"name": "广西壮族自治区", "value": [3434.0, 2.04, "广西壮族自治区"]},{"name": "陕西省", "value": [3176.0, 1.89, "陕西省"]},{"name": "吉林省", "value": [3122.0, 1.86, "吉林省"]},{"name": "天津市", "value": [3111.0, 1.85, "天津市"]},{"name": "云南省", "value": [3082.0, 1.84, "云南省"]},{"name": "内蒙古", "value": [3041.0, 1.81, "内蒙古"]},{"name": "重庆市", "value": [3035.0, 1.81, "重庆市"]},{"name": "新疆维吾尔自治区", "value": [2209.0, 1.32, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [1688.0, 1.01, "甘肃省"]},{"name": "贵州省", "value": [1678.0, 1.0, "贵州省"]},{"name": "海南省", "value": [820.0, 0.49, "海南省"]},{"name": "宁夏回族自治区", "value": [537.0, 0.32, "宁夏回族自治区"]},{"name": "青海省", "value": [466.0, 0.28, "青海省"]},{"name": "西藏自治区", "value": [220.0, 0.13, "西藏自治区"]},],},{"time": "2005年","data": [{"name": "广东省", "value": [22557.0, 11.32, "广东省"]},{"name": "江苏省", "value": [18599.0, 9.34, "江苏省"]},{"name": "山东省", "value": [18367.0, 9.22, "山东省"]},{"name": "浙江省", "value": [13418.0, 6.73, "浙江省"]},{"name": "河南省", "value": [10587.0, 5.31, "河南省"]},{"name": "河北省", "value": [10012.0, 5.03, "河北省"]},{"name": "上海市", "value": [9248.0, 4.64, "上海市"]},{"name": "辽宁省", "value": [8047.0, 4.04, "辽宁省"]},{"name": "四川省", "value": [7385.0, 3.71, "四川省"]},{"name": "北京市", "value": [6970.0, 3.5, "北京市"]},{"name": "湖南省", "value": [6596.0, 3.31, "湖南省"]},{"name": "湖北省", "value": [6590.0, 3.31, "湖北省"]},{"name": "福建省", "value": [6555.0, 3.29, "福建省"]},{"name": "黑龙江省", "value": [5514.0, 2.77, "黑龙江省"]},{"name": "安徽省", "value": [5350.0, 2.69, "安徽省"]},{"name": "山西省", "value": [4231.0, 2.12, "山西省"]},{"name": "江西省", "value": [4057.0, 2.04, "江西省"]},{"name": "广西壮族自治区", "value": [3984.0, 2.0, "广西壮族自治区"]},{"name": "陕西省", "value": [3934.0, 1.97, "陕西省"]},{"name": "天津市", "value": [3906.0, 1.96, "天津市"]},{"name": "内蒙古", "value": [3905.0, 1.96, "内蒙古"]},{"name": "吉林省", "value": [3620.0, 1.82, "吉林省"]},{"name": "重庆市", "value": [3468.0, 1.74, "重庆市"]},{"name": "云南省", "value": [3463.0, 1.74, "云南省"]},{"name": "新疆维吾尔自治区", "value": [2604.0, 1.31, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [2005.0, 1.01, "贵州省"]},{"name": "甘肃省", "value": [1934.0, 0.97, "甘肃省"]},{"name": "海南省", "value": [919.0, 0.46, "海南省"]},{"name": "宁夏回族自治区", "value": [613.0, 0.31, "宁夏回族自治区"]},{"name": "青海省", "value": [543.0, 0.27, "青海省"]},{"name": "西藏自治区", "value": [249.0, 0.12, "西藏自治区"]},],},{"time": "2006年","data": [{"name": "广东省", "value": [26588.0, 11.42, "广东省"]},{"name": "山东省", "value": [21900.0, 9.41, "山东省"]},{"name": "江苏省", "value": [21742.0, 9.34, "江苏省"]},{"name": "浙江省", "value": [15718.0, 6.75, "浙江省"]},{"name": "河南省", "value": [12363.0, 5.31, "河南省"]},{"name": "河北省", "value": [11468.0, 4.93, "河北省"]},{"name": "上海市", "value": [10572.0, 4.54, "上海市"]},{"name": "辽宁省", "value": [9305.0, 4.0, "辽宁省"]},{"name": "四川省", "value": [8690.0, 3.73, "四川省"]},{"name": "北京市", "value": [8118.0, 3.49, "北京市"]},{"name": "湖南省", "value": [7689.0, 3.3, "湖南省"]},{"name": "湖北省", "value": [7617.0, 3.27, "湖北省"]},{"name": "福建省", "value": [7584.0, 3.26, "福建省"]},{"name": "黑龙江省", "value": [6212.0, 2.67, "黑龙江省"]},{"name": "安徽省", "value": [6113.0, 2.63, "安徽省"]},{"name": "内蒙古", "value": [4944.0, 2.12, "内蒙古"]},{"name": "山西省", "value": [4879.0, 2.1, "山西省"]},{"name": "江西省", "value": [4821.0, 2.07, "江西省"]},{"name": "广西壮族自治区", "value": [4746.0, 2.04, "广西壮族自治区"]},{"name": "陕西省", "value": [4744.0, 2.04, "陕西省"]},{"name": "天津市", "value": [4463.0, 1.92, "天津市"]},{"name": "吉林省", "value": [4275.0, 1.84, "吉林省"]},{"name": "云南省", "value": [3988.0, 1.71, "云南省"]},{"name": "重庆市", "value": [3907.0, 1.68, "重庆市"]},{"name": "新疆维吾尔自治区", "value": [3045.0, 1.31, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [2339.0, 1.0, "贵州省"]},{"name": "甘肃省", "value": [2277.0, 0.98, "甘肃省"]},{"name": "海南省", "value": [1066.0, 0.46, "海南省"]},{"name": "宁夏回族自治区", "value": [726.0, 0.31, "宁夏回族自治区"]},{"name": "青海省", "value": [649.0, 0.28, "青海省"]},{"name": "西藏自治区", "value": [291.0, 0.12, "西藏自治区"]},],},{"time": "2007年","data": [{"name": "广东省", "value": [31777.0, 11.36, "广东省"]},{"name": "江苏省", "value": [26018.0, 9.3, "江苏省"]},{"name": "山东省", "value": [25777.0, 9.21, "山东省"]},{"name": "浙江省", "value": [18754.0, 6.7, "浙江省"]},{"name": "河南省", "value": [15012.0, 5.37, "河南省"]},{"name": "河北省", "value": [13607.0, 4.86, "河北省"]},{"name": "上海市", "value": [12494.0, 4.47, "上海市"]},{"name": "辽宁省", "value": [11164.0, 3.99, "辽宁省"]},{"name": "四川省", "value": [10562.0, 3.78, "四川省"]},{"name": "北京市", "value": [9847.0, 3.52, "北京市"]},{"name": "湖南省", "value": [9440.0, 3.37, "湖南省"]},{"name": "湖北省", "value": [9333.0, 3.34, "湖北省"]},{"name": "福建省", "value": [9249.0, 3.31, "福建省"]},{"name": "安徽省", "value": [7361.0, 2.63, "安徽省"]},{"name": "黑龙江省", "value": [7104.0, 2.54, "黑龙江省"]},{"name": "内蒙古", "value": [6423.0, 2.3, "内蒙古"]},{"name": "山西省", "value": [6024.0, 2.15, "山西省"]},{"name": "广西壮族自治区", "value": [5823.0, 2.08, "广西壮族自治区"]},{"name": "江西省", "value": [5800.0, 2.07, "江西省"]},{"name": "陕西省", "value": [5757.0, 2.06, "陕西省"]},{"name": "吉林省", "value": [5285.0, 1.89, "吉林省"]},{"name": "天津市", "value": [5253.0, 1.88, "天津市"]},{"name": "云南省", "value": [4773.0, 1.71, "云南省"]},{"name": "重庆市", "value": [4676.0, 1.67, "重庆市"]},{"name": "新疆维吾尔自治区", "value": [3523.0, 1.26, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [2884.0, 1.03, "贵州省"]},{"name": "甘肃省", "value": [2704.0, 0.97, "甘肃省"]},{"name": "海南省", "value": [1254.0, 0.45, "海南省"]},{"name": "宁夏回族自治区", "value": [919.0, 0.33, "宁夏回族自治区"]},{"name": "青海省", "value": [797.0, 0.28, "青海省"]},{"name": "西藏自治区", "value": [341.0, 0.12, "西藏自治区"]},],},{"time": "2008年","data": [{"name": "广东省", "value": [36797.0, 11.04, "广东省"]},{"name": "江苏省", "value": [30982.0, 9.3, "江苏省"]},{"name": "山东省", "value": [30933.0, 9.28, "山东省"]},{"name": "浙江省", "value": [21463.0, 6.44, "浙江省"]},{"name": "河南省", "value": [18019.0, 5.41, "河南省"]},{"name": "河北省", "value": [16012.0, 4.8, "河北省"]},{"name": "上海市", "value": [14070.0, 4.22, "上海市"]},{"name": "辽宁省", "value": [13669.0, 4.1, "辽宁省"]},{"name": "四川省", "value": [12601.0, 3.78, "四川省"]},{"name": "湖南省", "value": [11555.0, 3.47, "湖南省"]},{"name": "湖北省", "value": [11329.0, 3.4, "湖北省"]},{"name": "北京市", "value": [11115.0, 3.33, "北京市"]},{"name": "福建省", "value": [10823.0, 3.25, "福建省"]},{"name": "安徽省", "value": [8852.0, 2.66, "安徽省"]},{"name": "内蒙古", "value": [8496.0, 2.55, "内蒙古"]},{"name": "黑龙江省", "value": [8314.0, 2.49, "黑龙江省"]},{"name": "山西省", "value": [7315.0, 2.19, "山西省"]},{"name": "陕西省", "value": [7315.0, 2.19, "陕西省"]},{"name": "广西壮族自治区", "value": [7021.0, 2.11, "广西壮族自治区"]},{"name": "江西省", "value": [6971.0, 2.09, "江西省"]},{"name": "天津市", "value": [6719.0, 2.02, "天津市"]},{"name": "吉林省", "value": [6426.0, 1.93, "吉林省"]},{"name": "重庆市", "value": [5794.0, 1.74, "重庆市"]},{"name": "云南省", "value": [5692.0, 1.71, "云南省"]},{"name": "新疆维吾尔自治区", "value": [4183.0, 1.25, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [3562.0, 1.07, "贵州省"]},{"name": "甘肃省", "value": [3167.0, 0.95, "甘肃省"]},{"name": "海南省", "value": [1503.0, 0.45, "海南省"]},{"name": "宁夏回族自治区", "value": [1204.0, 0.36, "宁夏回族自治区"]},{"name": "青海省", "value": [1019.0, 0.31, "青海省"]},{"name": "西藏自治区", "value": [395.0, 0.12, "西藏自治区"]},],},{"time": "2009年","data": [{"name": "广东省", "value": [39483.0, 10.81, "广东省"]},{"name": "江苏省", "value": [34457.0, 9.43, "江苏省"]},{"name": "山东省", "value": [33897.0, 9.28, "山东省"]},{"name": "浙江省", "value": [22990.0, 6.29, "浙江省"]},{"name": "河南省", "value": [19480.0, 5.33, "河南省"]},{"name": "河北省", "value": [17235.0, 4.72, "河北省"]},{"name": "辽宁省", "value": [15212.0, 4.16, "辽宁省"]},{"name": "上海市", "value": [15046.0, 4.12, "上海市"]},{"name": "四川省", "value": [14151.0, 3.87, "四川省"]},{"name": "湖南省", "value": [13060.0, 3.58, "湖南省"]},{"name": "湖北省", "value": [12961.0, 3.55, "湖北省"]},{"name": "福建省", "value": [12237.0, 3.35, "福建省"]},{"name": "北京市", "value": [12153.0, 3.33, "北京市"]},{"name": "安徽省", "value": [10063.0, 2.75, "安徽省"]},{"name": "内蒙古", "value": [9740.0, 2.67, "内蒙古"]},{"name": "黑龙江省", "value": [8587.0, 2.35, "黑龙江省"]},{"name": "陕西省", "value": [8170.0, 2.24, "陕西省"]},{"name": "广西壮族自治区", "value": [7759.0, 2.12, "广西壮族自治区"]},{"name": "江西省", "value": [7655.0, 2.1, "江西省"]},{"name": "天津市", "value": [7522.0, 2.06, "天津市"]},{"name": "山西省", "value": [7358.0, 2.01, "山西省"]},{"name": "吉林省", "value": [7279.0, 1.99, "吉林省"]},{"name": "重庆市", "value": [6530.0, 1.79, "重庆市"]},{"name": "云南省", "value": [6170.0, 1.69, "云南省"]},{"name": "新疆维吾尔自治区", "value": [4277.0, 1.17, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [3913.0, 1.07, "贵州省"]},{"name": "甘肃省", "value": [3388.0, 0.93, "甘肃省"]},{"name": "海南省", "value": [1654.0, 0.45, "海南省"]},{"name": "宁夏回族自治区", "value": [1353.0, 0.37, "宁夏回族自治区"]},{"name": "青海省", "value": [1081.0, 0.3, "青海省"]},{"name": "西藏自治区", "value": [441.0, 0.12, "西藏自治区"]},],},{"time": "2010年","data": [{"name": "广东省", "value": [46013.0, 10.53, "广东省"]},{"name": "江苏省", "value": [41425.0, 9.48, "江苏省"]},{"name": "山东省", "value": [39170.0, 8.96, "山东省"]},{"name": "浙江省", "value": [27722.0, 6.34, "浙江省"]},{"name": "河南省", "value": [23092.0, 5.28, "河南省"]},{"name": "河北省", "value": [20394.0, 4.67, "河北省"]},{"name": "辽宁省", "value": [18457.0, 4.22, "辽宁省"]},{"name": "四川省", "value": [17185.0, 3.93, "四川省"]},{"name": "上海市", "value": [17166.0, 3.93, "上海市"]},{"name": "湖南省", "value": [16038.0, 3.67, "湖南省"]},{"name": "湖北省", "value": [15968.0, 3.65, "湖北省"]},{"name": "福建省", "value": [14737.0, 3.37, "福建省"]},{"name": "北京市", "value": [14114.0, 3.23, "北京市"]},{"name": "安徽省", "value": [12359.0, 2.83, "安徽省"]},{"name": "内蒙古", "value": [11672.0, 2.67, "内蒙古"]},{"name": "黑龙江省", "value": [10369.0, 2.37, "黑龙江省"]},{"name": "陕西省", "value": [10123.0, 2.32, "陕西省"]},{"name": "广西壮族自治区", "value": [9570.0, 2.19, "广西壮族自治区"]},{"name": "江西省", "value": [9451.0, 2.16, "江西省"]},{"name": "天津市", "value": [9224.0, 2.11, "天津市"]},{"name": "山西省", "value": [9201.0, 2.11, "山西省"]},{"name": "吉林省", "value": [8668.0, 1.98, "吉林省"]},{"name": "重庆市", "value": [7926.0, 1.81, "重庆市"]},{"name": "云南省", "value": [7224.0, 1.65, "云南省"]},{"name": "新疆维吾尔自治区", "value": [5437.0, 1.24, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [4602.0, 1.05, "贵州省"]},{"name": "甘肃省", "value": [4121.0, 0.94, "甘肃省"]},{"name": "海南省", "value": [2065.0, 0.47, "海南省"]},{"name": "宁夏回族自治区", "value": [1690.0, 0.39, "宁夏回族自治区"]},{"name": "青海省", "value": [1350.0, 0.31, "青海省"]},{"name": "西藏自治区", "value": [507.0, 0.12, "西藏自治区"]},],},{"time": "2011年","data": [{"name": "广东省", "value": [53210.0, 10.2, "广东省"]},{"name": "江苏省", "value": [49110.0, 9.42, "江苏省"]},{"name": "山东省", "value": [45362.0, 8.7, "山东省"]},{"name": "浙江省", "value": [32319.0, 6.2, "浙江省"]},{"name": "河南省", "value": [26931.0, 5.16, "河南省"]},{"name": "河北省", "value": [24516.0, 4.7, "河北省"]},{"name": "辽宁省", "value": [22227.0, 4.26, "辽宁省"]},{"name": "四川省", "value": [21027.0, 4.03, "四川省"]},{"name": "湖南省", "value": [19670.0, 3.77, "湖南省"]},{"name": "湖北省", "value": [19632.0, 3.76, "湖北省"]},{"name": "上海市", "value": [19196.0, 3.68, "上海市"]},{"name": "福建省", "value": [17560.0, 3.37, "福建省"]},{"name": "北京市", "value": [16252.0, 3.12, "北京市"]},{"name": "安徽省", "value": [15301.0, 2.93, "安徽省"]},{"name": "内蒙古", "value": [14360.0, 2.75, "内蒙古"]},{"name": "黑龙江省", "value": [12582.0, 2.41, "黑龙江省"]},{"name": "陕西省", "value": [12512.0, 2.4, "陕西省"]},{"name": "广西壮族自治区", "value": [11721.0, 2.25, "广西壮族自治区"]},{"name": "江西省", "value": [11703.0, 2.24, "江西省"]},{"name": "天津市", "value": [11307.0, 2.17, "天津市"]},{"name": "山西省", "value": [11238.0, 2.16, "山西省"]},{"name": "吉林省", "value": [10569.0, 2.03, "吉林省"]},{"name": "重庆市", "value": [10011.0, 1.92, "重庆市"]},{"name": "云南省", "value": [8893.0, 1.71, "云南省"]},{"name": "新疆维吾尔自治区", "value": [6610.0, 1.27, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [5702.0, 1.09, "贵州省"]},{"name": "甘肃省", "value": [5020.0, 0.96, "甘肃省"]},{"name": "海南省", "value": [2523.0, 0.48, "海南省"]},{"name": "宁夏回族自治区", "value": [2102.0, 0.4, "宁夏回族自治区"]},{"name": "青海省", "value": [1670.0, 0.32, "青海省"]},{"name": "西藏自治区", "value": [606.0, 0.12, "西藏自治区"]},],},{"time": "2012年","data": [{"name": "广东省", "value": [57068.0, 9.9, "广东省"]},{"name": "江苏省", "value": [54058.0, 9.38, "江苏省"]},{"name": "山东省", "value": [50013.0, 8.67, "山东省"]},{"name": "浙江省", "value": [34665.0, 6.01, "浙江省"]},{"name": "河南省", "value": [29599.0, 5.13, "河南省"]},{"name": "河北省", "value": [26575.0, 4.61, "河北省"]},{"name": "辽宁省", "value": [24846.0, 4.31, "辽宁省"]},{"name": "四川省", "value": [23873.0, 4.14, "四川省"]},{"name": "湖北省", "value": [22250.0, 3.86, "湖北省"]},{"name": "湖南省", "value": [22154.0, 3.84, "湖南省"]},{"name": "上海市", "value": [20182.0, 3.5, "上海市"]},{"name": "福建省", "value": [19702.0, 3.42, "福建省"]},{"name": "北京市", "value": [17879.0, 3.1, "北京市"]},{"name": "安徽省", "value": [17212.0, 2.99, "安徽省"]},{"name": "内蒙古", "value": [15881.0, 2.75, "内蒙古"]},{"name": "陕西省", "value": [14454.0, 2.51, "陕西省"]},{"name": "黑龙江省", "value": [13692.0, 2.37, "黑龙江省"]},{"name": "广西壮族自治区", "value": [13035.0, 2.26, "广西壮族自治区"]},{"name": "江西省", "value": [12949.0, 2.25, "江西省"]},{"name": "天津市", "value": [12894.0, 2.24, "天津市"]},{"name": "山西省", "value": [12113.0, 2.1, "山西省"]},{"name": "吉林省", "value": [11939.0, 2.07, "吉林省"]},{"name": "重庆市", "value": [11410.0, 1.98, "重庆市"]},{"name": "云南省", "value": [10309.0, 1.79, "云南省"]},{"name": "新疆维吾尔自治区", "value": [7505.0, 1.3, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [6852.0, 1.19, "贵州省"]},{"name": "甘肃省", "value": [5650.0, 0.98, "甘肃省"]},{"name": "海南省", "value": [2856.0, 0.5, "海南省"]},{"name": "宁夏回族自治区", "value": [2341.0, 0.41, "宁夏回族自治区"]},{"name": "青海省", "value": [1894.0, 0.33, "青海省"]},{"name": "西藏自治区", "value": [701.0, 0.12, "西藏自治区"]},],},{"time": "2013年","data": [{"name": "广东省", "value": [62475.0, 9.85, "广东省"]},{"name": "江苏省", "value": [59753.0, 9.42, "江苏省"]},{"name": "山东省", "value": [55230.0, 8.71, "山东省"]},{"name": "浙江省", "value": [37757.0, 5.95, "浙江省"]},{"name": "河南省", "value": [32191.0, 5.07, "河南省"]},{"name": "河北省", "value": [28443.0, 4.48, "河北省"]},{"name": "辽宁省", "value": [27213.0, 4.29, "辽宁省"]},{"name": "四川省", "value": [26392.0, 4.16, "四川省"]},{"name": "湖北省", "value": [24792.0, 3.91, "湖北省"]},{"name": "湖南省", "value": [24622.0, 3.88, "湖南省"]},{"name": "福建省", "value": [21868.0, 3.45, "福建省"]},{"name": "上海市", "value": [21818.0, 3.44, "上海市"]},{"name": "北京市", "value": [19801.0, 3.12, "北京市"]},{"name": "安徽省", "value": [19229.0, 3.03, "安徽省"]},{"name": "内蒙古", "value": [16917.0, 2.67, "内蒙古"]},{"name": "陕西省", "value": [16205.0, 2.55, "陕西省"]},{"name": "黑龙江省", "value": [14455.0, 2.28, "黑龙江省"]},{"name": "广西壮族自治区", "value": [14450.0, 2.28, "广西壮族自治区"]},{"name": "天津市", "value": [14442.0, 2.28, "天津市"]},{"name": "江西省", "value": [14410.0, 2.27, "江西省"]},{"name": "吉林省", "value": [13046.0, 2.06, "吉林省"]},{"name": "重庆市", "value": [12783.0, 2.02, "重庆市"]},{"name": "山西省", "value": [12665.0, 2.0, "山西省"]},{"name": "云南省", "value": [11832.0, 1.87, "云南省"]},{"name": "新疆维吾尔自治区", "value": [8444.0, 1.33, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [8087.0, 1.27, "贵州省"]},{"name": "甘肃省", "value": [6331.0, 1.0, "甘肃省"]},{"name": "海南省", "value": [3178.0, 0.5, "海南省"]},{"name": "宁夏回族自治区", "value": [2578.0, 0.41, "宁夏回族自治区"]},{"name": "青海省", "value": [2122.0, 0.33, "青海省"]},{"name": "西藏自治区", "value": [816.0, 0.13, "西藏自治区"]},],},{"time": "2014年","data": [{"name": "广东省", "value": [67810.0, 9.91, "广东省"]},{"name": "江苏省", "value": [65088.0, 9.51, "江苏省"]},{"name": "山东省", "value": [59427.0, 8.68, "山东省"]},{"name": "浙江省", "value": [40173.0, 5.87, "浙江省"]},{"name": "河南省", "value": [34938.0, 5.11, "河南省"]},{"name": "河北省", "value": [29421.0, 4.3, "河北省"]},{"name": "辽宁省", "value": [28627.0, 4.18, "辽宁省"]},{"name": "四川省", "value": [28537.0, 4.17, "四川省"]},{"name": "湖北省", "value": [27379.0, 4.0, "湖北省"]},{"name": "湖南省", "value": [27037.0, 3.95, "湖南省"]},{"name": "福建省", "value": [24056.0, 3.52, "福建省"]},{"name": "上海市", "value": [23568.0, 3.44, "上海市"]},{"name": "北京市", "value": [21331.0, 3.12, "北京市"]},{"name": "安徽省", "value": [20849.0, 3.05, "安徽省"]},{"name": "内蒙古", "value": [17770.0, 2.6, "内蒙古"]},{"name": "陕西省", "value": [17690.0, 2.58, "陕西省"]},{"name": "天津市", "value": [15727.0, 2.3, "天津市"]},{"name": "江西省", "value": [15715.0, 2.3, "江西省"]},{"name": "广西壮族自治区", "value": [15673.0, 2.29, "广西壮族自治区"]},{"name": "黑龙江省", "value": [15039.0, 2.2, "黑龙江省"]},{"name": "重庆市", "value": [14263.0, 2.08, "重庆市"]},{"name": "吉林省", "value": [13803.0, 2.02, "吉林省"]},{"name": "云南省", "value": [12815.0, 1.87, "云南省"]},{"name": "山西省", "value": [12761.0, 1.86, "山西省"]},{"name": "新疆维吾尔自治区", "value": [9273.0, 1.36, "新疆维吾尔自治区"]},{"name": "贵州省", "value": [9266.0, 1.35, "贵州省"]},{"name": "甘肃省", "value": [6837.0, 1.0, "甘肃省"]},{"name": "海南省", "value": [3501.0, 0.51, "海南省"]},{"name": "宁夏回族自治区", "value": [2752.0, 0.4, "宁夏回族自治区"]},{"name": "青海省", "value": [2303.0, 0.34, "青海省"]},{"name": "西藏自治区", "value": [921.0, 0.13, "西藏自治区"]},],},{"time": "2015年","data": [{"name": "广东省", "value": [72813.0, 10.07, "广东省"]},{"name": "江苏省", "value": [70116.0, 9.7, "江苏省"]},{"name": "山东省", "value": [63002.0, 8.72, "山东省"]},{"name": "浙江省", "value": [42886.0, 5.93, "浙江省"]},{"name": "河南省", "value": [37002.0, 5.12, "河南省"]},{"name": "四川省", "value": [30053.0, 4.16, "四川省"]},{"name": "河北省", "value": [29806.0, 4.12, "河北省"]},{"name": "湖北省", "value": [29550.0, 4.09, "湖北省"]},{"name": "湖南省", "value": [28902.0, 4.0, "湖南省"]},{"name": "辽宁省", "value": [28669.0, 3.97, "辽宁省"]},{"name": "福建省", "value": [25980.0, 3.59, "福建省"]},{"name": "上海市", "value": [25123.0, 3.48, "上海市"]},{"name": "北京市", "value": [23015.0, 3.18, "北京市"]},{"name": "安徽省", "value": [22006.0, 3.04, "安徽省"]},{"name": "陕西省", "value": [18022.0, 2.49, "陕西省"]},{"name": "内蒙古", "value": [17832.0, 2.47, "内蒙古"]},{"name": "广西壮族自治区", "value": [16803.0, 2.32, "广西壮族自治区"]},{"name": "江西省", "value": [16724.0, 2.31, "江西省"]},{"name": "天津市", "value": [16538.0, 2.29, "天津市"]},{"name": "重庆市", "value": [15717.0, 2.17, "重庆市"]},{"name": "黑龙江省", "value": [15084.0, 2.09, "黑龙江省"]},{"name": "吉林省", "value": [14063.0, 1.95, "吉林省"]},{"name": "云南省", "value": [13619.0, 1.88, "云南省"]},{"name": "山西省", "value": [12766.0, 1.77, "山西省"]},{"name": "贵州省", "value": [10503.0, 1.45, "贵州省"]},{"name": "新疆维吾尔自治区", "value": [9325.0, 1.29, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [6790.0, 0.94, "甘肃省"]},{"name": "海南省", "value": [3703.0, 0.51, "海南省"]},{"name": "宁夏回族自治区", "value": [2912.0, 0.4, "宁夏回族自治区"]},{"name": "青海省", "value": [2417.0, 0.33, "青海省"]},{"name": "西藏自治区", "value": [1026.0, 0.14, "西藏自治区"]},],},{"time": "2016年","data": [{"name": "广东省", "value": [80855.0, 10.37, "广东省"]},{"name": "江苏省", "value": [77388.0, 9.92, "江苏省"]},{"name": "山东省", "value": [68024.0, 8.72, "山东省"]},{"name": "浙江省", "value": [47251.0, 6.06, "浙江省"]},{"name": "河南省", "value": [40472.0, 5.19, "河南省"]},{"name": "四川省", "value": [32935.0, 4.22, "四川省"]},{"name": "湖北省", "value": [32665.0, 4.19, "湖北省"]},{"name": "河北省", "value": [32070.0, 4.11, "河北省"]},{"name": "湖南省", "value": [31551.0, 4.04, "湖南省"]},{"name": "福建省", "value": [28811.0, 3.69, "福建省"]},{"name": "上海市", "value": [28179.0, 3.61, "上海市"]},{"name": "北京市", "value": [25669.0, 3.29, "北京市"]},{"name": "安徽省", "value": [24408.0, 3.13, "安徽省"]},{"name": "辽宁省", "value": [22247.0, 2.85, "辽宁省"]},{"name": "陕西省", "value": [19400.0, 2.49, "陕西省"]},{"name": "江西省", "value": [18499.0, 2.37, "江西省"]},{"name": "广西壮族自治区", "value": [18318.0, 2.35, "广西壮族自治区"]},{"name": "内蒙古", "value": [18128.0, 2.32, "内蒙古"]},{"name": "天津市", "value": [17885.0, 2.29, "天津市"]},{"name": "重庆市", "value": [17741.0, 2.27, "重庆市"]},{"name": "黑龙江省", "value": [15386.0, 1.97, "黑龙江省"]},{"name": "云南省", "value": [14788.0, 1.9, "云南省"]},{"name": "吉林省", "value": [14777.0, 1.89, "吉林省"]},{"name": "山西省", "value": [13050.0, 1.67, "山西省"]},{"name": "贵州省", "value": [11777.0, 1.51, "贵州省"]},{"name": "新疆维吾尔自治区", "value": [9650.0, 1.24, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [7200.0, 0.92, "甘肃省"]},{"name": "海南省", "value": [4053.0, 0.52, "海南省"]},{"name": "宁夏回族自治区", "value": [3169.0, 0.41, "宁夏回族自治区"]},{"name": "青海省", "value": [2572.0, 0.33, "青海省"]},{"name": "西藏自治区", "value": [1151.0, 0.15, "西藏自治区"]},],},{"time": "2017年","data": [{"name": "广东省", "value": [89705.0, 10.59, "广东省"]},{"name": "江苏省", "value": [85870.0, 10.14, "江苏省"]},{"name": "山东省", "value": [72634.0, 8.57, "山东省"]},{"name": "浙江省", "value": [51768.0, 6.11, "浙江省"]},{"name": "河南省", "value": [44553.0, 5.26, "河南省"]},{"name": "四川省", "value": [36980.0, 4.37, "四川省"]},{"name": "湖北省", "value": [35478.0, 4.19, "湖北省"]},{"name": "河北省", "value": [34016.0, 4.02, "河北省"]},{"name": "湖南省", "value": [33903.0, 4.0, "湖南省"]},{"name": "福建省", "value": [32182.0, 3.8, "福建省"]},{"name": "上海市", "value": [30633.0, 3.62, "上海市"]},{"name": "北京市", "value": [28015.0, 3.31, "北京市"]},{"name": "安徽省", "value": [27018.0, 3.19, "安徽省"]},{"name": "辽宁省", "value": [23409.0, 2.76, "辽宁省"]},{"name": "陕西省", "value": [21899.0, 2.59, "陕西省"]},{"name": "江西省", "value": [20006.0, 2.36, "江西省"]},{"name": "重庆市", "value": [19425.0, 2.29, "重庆市"]},{"name": "天津市", "value": [18549.0, 2.19, "天津市"]},{"name": "广西壮族自治区", "value": [18523.0, 2.19, "广西壮族自治区"]},{"name": "云南省", "value": [16376.0, 1.93, "云南省"]},{"name": "内蒙古", "value": [16096.0, 1.9, "内蒙古"]},{"name": "黑龙江省", "value": [15903.0, 1.88, "黑龙江省"]},{"name": "山西省", "value": [15528.0, 1.83, "山西省"]},{"name": "吉林省", "value": [14945.0, 1.76, "吉林省"]},{"name": "贵州省", "value": [13541.0, 1.6, "贵州省"]},{"name": "新疆维吾尔自治区", "value": [10882.0, 1.28, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [7460.0, 0.88, "甘肃省"]},{"name": "海南省", "value": [4463.0, 0.53, "海南省"]},{"name": "宁夏回族自治区", "value": [3444.0, 0.41, "宁夏回族自治区"]},{"name": "青海省", "value": [2625.0, 0.31, "青海省"]},{"name": "西藏自治区", "value": [1311.0, 0.15, "西藏自治区"]},],},{"time": "2018年","data": [{"name": "广东省", "value": [97278.0, 10.63, "广东省"]},{"name": "江苏省", "value": [92595.0, 10.12, "江苏省"]},{"name": "山东省", "value": [76470.0, 8.36, "山东省"]},{"name": "浙江省", "value": [56197.0, 6.14, "浙江省"]},{"name": "河南省", "value": [48056.0, 5.25, "河南省"]},{"name": "四川省", "value": [40678.0, 4.45, "四川省"]},{"name": "湖北省", "value": [39367.0, 4.3, "湖北省"]},{"name": "湖南省", "value": [36426.0, 3.98, "湖南省"]},{"name": "河北省", "value": [36010.0, 3.94, "河北省"]},{"name": "福建省", "value": [35804.0, 3.91, "福建省"]},{"name": "上海市", "value": [32680.0, 3.57, "上海市"]},{"name": "北京市", "value": [30320.0, 3.31, "北京市"]},{"name": "安徽省", "value": [30007.0, 3.28, "安徽省"]},{"name": "辽宁省", "value": [25315.0, 2.77, "辽宁省"]},{"name": "陕西省", "value": [24438.0, 2.67, "陕西省"]},{"name": "江西省", "value": [21985.0, 2.4, "江西省"]},{"name": "重庆市", "value": [20363.0, 2.23, "重庆市"]},{"name": "广西壮族自治区", "value": [20353.0, 2.23, "广西壮族自治区"]},{"name": "天津市", "value": [18810.0, 2.06, "天津市"]},{"name": "云南省", "value": [17881.0, 1.95, "云南省"]},{"name": "内蒙古", "value": [17289.0, 1.89, "内蒙古"]},{"name": "山西省", "value": [16818.0, 1.84, "山西省"]},{"name": "黑龙江省", "value": [16362.0, 1.79, "黑龙江省"]},{"name": "吉林省", "value": [15075.0, 1.65, "吉林省"]},{"name": "贵州省", "value": [14806.0, 1.62, "贵州省"]},{"name": "新疆维吾尔自治区", "value": [12199.0, 1.33, "新疆维吾尔自治区"]},{"name": "甘肃省", "value": [8246.0, 0.9, "甘肃省"]},{"name": "海南省", "value": [4832.0, 0.53, "海南省"]},{"name": "宁夏回族自治区", "value": [3705.0, 0.41, "宁夏回族自治区"]},{"name": "青海省", "value": [2865.0, 0.31, "青海省"]},{"name": "西藏自治区", "value": [1478.0, 0.16, "西藏自治区"]},],},]time_list = [str(d) + "年" for d in range(1993, 2019)]total_num = [3.4,4.5,5.8,6.8,7.6,8.3,8.8,9.9,10.9,12.1,14,16.8,19.9,23.3,28,33.3,36.5,43.7,52.1,57.7,63.4,68.4,72.3,78,84.7,91.5,]maxNum = 97300minNum = 30def get_year_chart(year: str):# 从数据中筛选出特定年份的地图数据map_data = [[[x["name"], x["value"]] for x in d["data"]] for d in data if d["time"] == year][0]# 设置地图数据的最小值和最大值min_data, max_data = (minNum, maxNum)# 初始化一个空的数据标记列表data_mark: List = []i = 0# 遍历时间列表，如果年份匹配，则将对应位置的值添加到标记列表，否则添加空字符串for x in time_list:if x == year:data_mark.append(total_num[i])else:data_mark.append("")i = i + 1# 创建地图图表对象map_chart = (Map().add(series_name="",data_pair=map_data,zoom=1,center=[119.5, 34.5],is_map_symbol_show=False,itemstyle_opts={"normal": {"areaColor": "#323c48", "borderColor": "#404a59"},"emphasis": {# 在地图的高亮状态下，显示标签和区域颜色"label": {"show": Timeline},"areaColor": "rgba(255,255,255, 0.5)",},},).set_global_opts(# 设置图表的全局选项，包括标题、提示框、视觉映射等title_opts=opts.TitleOpts(title="" + str(year) + "全国分地区GPD情况（单位：亿） 数据来源：国家统计局",subtitle="",pos_left="center",pos_top="top",title_textstyle_opts=opts.TextStyleOpts(font_size=25, color="rgba(255,255,255, 0.9)"),),tooltip_opts=opts.TooltipOpts(is_show=True,formatter=JsCode("""function(params) {if ('value' in params.data) {return params.data.value[2] + ': ' + params.data.value[0];}}"""),),visualmap_opts=opts.VisualMapOpts(is_calculable=True,dimension=0,pos_left="30",pos_top="center",range_text=["High", "Low"],range_color=["lightskyblue", "yellow", "orangered"],textstyle_opts=opts.TextStyleOpts(color="#ddd"),min_=min_data,max_=max_data,),))# 创建折线图对象line_chart = (Line()# 添加 X 轴数据，即时间列表.add_xaxis(time_list)# 添加第一个 Y 轴数据，即总量数据.add_yaxis("", total_num)# 添加第二个 Y 轴数据，即数据标记，并设置最大值的标记点.add_yaxis("",data_mark,markpoint_opts=opts.MarkPointOpts(data=[opts.MarkPointItem(type_="max")]),)# 设置系列选项，隐藏标签.set_series_opts(label_opts=opts.LabelOpts(is_show=False))# 设置全局选项，包括标题和位置.set_global_opts(title_opts=opts.TitleOpts(title="全国GDP总量1993-2018年（单位：万亿）", pos_left="72%", pos_top="5%")))# 提取条形图 X 轴数据，即地图数据中的地区名称bar_x_data = [x[0] for x in map_data]# 提取条形图 Y 轴数据，将地区名称和对应值封装成字典形式bar_y_data = [{"name": x[0], "value": x[1][0]} for x in map_data]# 创建条形图对象bar = (Bar()# 添加 X 轴数据.add_xaxis(xaxis_data=bar_x_data)# 添加 Y 轴数据，包括系列名、数据和标签格式.add_yaxis(series_name="",y_axis=bar_y_data,label_opts=opts.LabelOpts(is_show=True, position="right", formatter="{b} : {c}"),)# 翻转 X 轴和 Y 轴.reversal_axis()# 设置全局选项，包括 X 轴、Y 轴、提示框、视觉映射等.set_global_opts(xaxis_opts=opts.AxisOpts(max_=maxNum, axislabel_opts=opts.LabelOpts(is_show=False)),yaxis_opts=opts.AxisOpts(axislabel_opts=opts.LabelOpts(is_show=False)),tooltip_opts=opts.TooltipOpts(is_show=False),visualmap_opts=opts.VisualMapOpts(is_calculable=True,dimension=0,pos_left="10",pos_top="top",range_text=["High", "Low"],range_color=["lightskyblue", "yellow", "orangered"],textstyle_opts=opts.TextStyleOpts(color="#ddd"),min_=min_data,max_=max_data,),))# 提取饼图数据，包括地区名称和对应值的第一个元素pie_data = [[x[0], x[1][0]] for x in map_data]# 创建饼图对象pie = (Pie()# 添加饼图数据，包括系列名、数据对和半径、中心位置的设置.add(series_name="",data_pair=pie_data,radius=["15%", "35%"],center=["80%", "82%"],itemstyle_opts=opts.ItemStyleOpts(border_width=1, border_color="rgba(0,0,0,0.3)"),)# 设置全局选项，包括提示框和图例的显示设置.set_global_opts(tooltip_opts=opts.TooltipOpts(is_show=True, formatter="{b} {d}%"),legend_opts=opts.LegendOpts(is_show=False),))# 创建网格图对象grid_chart = (Grid()# 添加条形图到网格，设置条形图在网格中的位置.add(bar,grid_opts=opts.GridOpts(pos_left="10", pos_right="45%", pos_top="50%", pos_bottom="5"),)# 添加折线图到网格，设置折线图在网格中的位置.add(line_chart,grid_opts=opts.GridOpts(pos_left="65%", pos_right="80", pos_top="10%", pos_bottom="50%"),)# 添加饼图到网格，设置饼图在网格中的位置.add(pie, grid_opts=opts.GridOpts(pos_left="45%", pos_top="60%"))# 添加地图图表到网格，默认位置.add(map_chart, grid_opts=opts.GridOpts()))return grid_chart# 主程序入口，判断当前脚本是否作为主程序执行if __name__ == "__main__":# 创建时间轴对象，设置初始选项包括宽度、高度和主题timeline = Timeline(init_opts=opts.InitOpts(width="1600px", height="900px", theme=ThemeType.DARK))# 遍历时间列表，为每个时间点创建对应年份的图表，并添加到时间轴中for y in time_list:g = get_year_chart(year=y)timeline.add(g, time_point=str(y))# 添加时间轴的配置，包括方向、自动播放、播放速度等timeline.add_schema(orient="vertical",is_auto_play=True,is_inverse=True,play_interval=5000,pos_left="null",pos_right="5",pos_top="20",pos_bottom="20",width="60",label_opts=opts.LabelOpts(is_show=True, color="#fff"),)# 渲染生成可视化大屏项目的 HTML 文件timeline.render("可视化大屏项目.html")