数据分析读书

6.pyecharts雷达图

2021-08-19  本文已影响0人  无聊的兔子

一、适用条件
1、雷达图:主要应用于企业经营状况—收益性、生产性、流动性、安全性和成长性的评价,这里直接取pyecharts的官网例子,当个搬运工。
二、代码实现
1.导入所需包

from pyecharts import options as opts
from pyecharts.charts import Radar
from pyecharts.render import make_snapshot
#from snapshot_phantomjs import snapshot
from snapshot_pyppeteer import snapshot

2.数据整理

value_bj = [
    [55, 9, 56, 0.46, 18, 6, 1],
    [25, 11, 21, 0.65, 34, 9, 2],
    [56, 7, 63, 0.3, 14, 5, 3],
    [33, 7, 29, 0.33, 16, 6, 4],
    [42, 24, 44, 0.76, 40, 16, 5],
    [82, 58, 90, 1.77, 68, 33, 6],
    [74, 49, 77, 1.46, 48, 27, 7],
    [78, 55, 80, 1.29, 59, 29, 8],
    [267, 216, 280, 4.8, 108, 64, 9],
    [185, 127, 216, 2.52, 61, 27, 10],
    [39, 19, 38, 0.57, 31, 15, 11],
    [41, 11, 40, 0.43, 21, 7, 12],
]
value_sh = [
    [91, 45, 125, 0.82, 34, 23, 1],
    [65, 27, 78, 0.86, 45, 29, 2],
    [83, 60, 84, 1.09, 73, 27, 3],
    [109, 81, 121, 1.28, 68, 51, 4],
    [106, 77, 114, 1.07, 55, 51, 5],
    [109, 81, 121, 1.28, 68, 51, 6],
    [106, 77, 114, 1.07, 55, 51, 7],
    [89, 65, 78, 0.86, 51, 26, 8],
    [53, 33, 47, 0.64, 50, 17, 9],
    [80, 55, 80, 1.01, 75, 24, 10],
    [117, 81, 124, 1.03, 45, 24, 11],
    [99, 71, 142, 1.1, 62, 42, 12],
]
c_schema = [
    {"name": "AQI", "max": 300, "min": 5},
    {"name": "PM2.5", "max": 250, "min": 20},
    {"name": "PM10", "max": 300, "min": 5},
    {"name": "CO", "max": 5},
    {"name": "NO2", "max": 200},
    {"name": "SO2", "max": 100},
]

3 k线图

def Radar_chart() -> Radar:
    ################## 这部分可以直接用,保存成网页
    c = (
        Radar()
        .add_schema(schema=c_schema, shape="circle")
        .add("北京", value_bj, color="#f9713c")
        .add("上海", value_sh, color="#b3e4a1")
        .set_series_opts(label_opts=opts.LabelOpts(is_show=False))
        .set_global_opts(title_opts=opts.TitleOpts(title="Radar-空气质量"))
        # .render("radar_air_quality.html")
    )
    return c
make_snapshot(snapshot, Radar_chart().render(), "6_1.gif")
if __name__ == '__main__':
    Radar_chart()
6_1.gif
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