def map_visualmap(sumary) -> Map:
c = (
Map(init_opts=InitOpts(width="750px", height='1000px')).add(
"确诊", sumary, "上海", is_map_symbol_show=False,
label_opts=None).set_global_opts(
title_opts=TitleOpts(
title="分布统计（不含外地来沪和待确认）",
subtitle=' 市卫健局每日两次发布信息，如未更新，请尝试刷新页面',
pos_left='10%',
pos_top='top',
title_textstyle_opts=TextStyleOpts(font_size=40),
subtitle_textstyle_opts=TextStyleOpts(font_size=20),
),
visualmap_opts=VisualMapOpts(
max_=70,
range_color=['lightblue', 'yellow', 'red'],
pos_top='15%',
pos_left='12%',
item_height='200px',
item_width='30px',
textstyle_opts=TextStyleOpts(font_size=15)
# split_number=50
),
legend_opts=LegendOpts(is_show=False),
tooltip_opts=TooltipOpts(textstyle_opts=TextStyleOpts(
font_size=30)),
))
return c
def calendar_base() -> Calendar:
# begin = datetime.date(2020,1,19)
# end = datetime.date(2020,3,1)
# data = [
# [str(begin + datetime.timedelta(days=i)), random.randint(1000, 25000)]
# for i in range((end - begin).days + 1)
# al
# print(data)
c = (
Calendar(init_opts=InitOpts( width="100%"))
.add(
"", new_date,
calendar_opts=CalendarOpts(
range_=['2020-1-15', '2020-3-1'],
orient="vertical",
pos_left=None,
pos_right=None,
pos_bottom=None,
pos_top=None
# daylabel_opts=LabelOpts(
# font_size=10
# )
)
)
.set_global_opts(
title_opts=TitleOpts(
title="新增病例时间分布图",
pos_left='center',pos_top='bottom',
title_textstyle_opts=TextStyleOpts(font_size=40),
),
visualmap_opts=VisualMapOpts(
max_=40,min_=1,
orient="vertical",
range_color=['white','yellow','red'],
# is_piecewise=True,
pos_top="230px",
pos_left="100px",
item_height='200px',item_width='30px',
),
)
)
return c
range_start=50,
range_end=100,
),
],
"tooltip_opts":
TooltipOpts(is_show=True,
trigger="axis",
trigger_on="mousemove",
axis_pointer_type="cross"),
}
heatmap_opts = {
"visualmap_opts":
VisualMapOpts(min_=-1,
max_=1,
orient="horizontal",
pos_right="middle",
pos_top="bottom")
}
# pie_opts = {
# "tooltip_opts": TooltipOpts(),
# "legend_opts": LegendOpts(orient="vertical", pos_left="left"),
# }
themeriver_opts = {
"xaxis_opts": AxisOpts(type_="time"),
"datazoom_opts": [DataZoomOpts(range_start=60, range_end=100)],
"tooltip_opts": TooltipOpts(trigger_on="mousemove", trigger="item"),
"legend_opts": LegendOpts(pos_top="top"),
}
addr_dic[provice] = 0
addr_dic[provice] += 1
# print(addr_dic)
# print(addr_dic.items())
sort_addr = sorted(addr_dic.items(), key=lambda item: item[1],
reverse=True)[0:10]
print(sort_addr)
# addr_names = [item[0] for item in sort_addr]
# addr_counts = [item[1] for item in sort_addr]
# print(addr_names, addr_counts)
from pyecharts.charts import Geo
from pyecharts.options import LabelOpts, VisualMapOpts, TitleOpts
from pyecharts.globals import ChartType
geo = Geo()
geo.add_schema(maptype="china")
geo.add("地点统计", sort_addr, type_=ChartType.EFFECT_SCATTER)
geo.set_series_opts(label_opts=LabelOpts(is_show=False))
geo.set_global_opts(
visualmap_opts=VisualMapOpts(is_piecewise=True, max_=sort_addr[0][1]),
title_opts=TitleOpts(title="撩课Python统计"),
)
geo.render("地点统计-geo图.html")
def wechat_friends_analysis(cls, friends):
# print(itchat.get_friends()[1])
analysis = cls.toggle.analysis
if not analysis.isAllEnabled:
print(
"================= analysis not allow friends analysis skip ================"
)
return
provinces, province_count, cities, city_count = [], [], [], []
tuple_city_list = cls.wechat_information_refine(
"City", friends, 3, True)
tuple_province_list = cls.wechat_information_refine(
"Province", friends, 4, True)
if analysis.sexAnalysis:
sex_title = ["未知", "男", "女"]
remark_sex_count = [0, 0, 0]
no_remark_sex_count = [0, 0, 0]
for friend in friends:
sex = friend["Sex"]
if len(friend["RemarkName"]):
remark_sex_count[sex] += 1
else:
no_remark_sex_count[sex] += 1
for i, j in tuple_province_list:
if not len(i):
i = "未知"
provinces.append(i)
province_count.append(j)
for i, j in tuple_city_list:
if not len(i):
i = "未知"
cities.append(i)
city_count.append(j)
# print(cities, city_count)
# print(provinces, province_count)
page_title = "好友性别数据统计"
bar_sex = Bar(init_opts=InitOpts(page_title=page_title))
bar_sex.add_xaxis(sex_title)
bar_sex.add_yaxis("有备注", remark_sex_count)
bar_sex.add_yaxis("无备注", no_remark_sex_count)
bar_sex.set_global_opts(
title_opts=TitleOpts(title="微信好友性别数据统计", pos_left="60"))
bar_sex.render("sex.html")
if analysis.barCity:
bar_city = Bar()
bar_city.add_xaxis(cities)
bar_city.add_yaxis("微信好友地区数据统计", city_count)
bar_city.set_global_opts(toolbox_opts=ToolboxOpts(is_show=True))
bar_city.render("city.html")
if analysis.barProvince:
bar_province = (Bar().add_xaxis(provinces).add_yaxis(
"微信好友省份统计", province_count).set_global_opts(
toolbox_opts=ToolboxOpts(is_show=True)))
try:
make_snapshot(snapshot,
bar_province.render("bar_province.html"),
"bar_province.png")
except Exception as e:
print("make snap shot error", e)
else:
bar_province.render("bar_province")
if analysis.pieCity:
city_data_list = [(i, j) for i, j in zip(cities, city_count)]
pie_city = (
Pie(init_opts=InitOpts(
page_title="微信好友城市分析",
width="1400px",
height="800px",
)).add(
data_pair=city_data_list,
series_name="微信好友分布",
# radius=["25%", "75%"],
# rosetype="radius"
).set_global_opts(toolbox_opts=ToolboxOpts(is_show=True,
pos_top="50px"),
title_opts=TitleOpts(title="微信好友城市分析",
pos_top="80px",
pos_left="10px"))
# .render("pie_city.html")
)
try:
make_snapshot(snapshot, pie_city.render("pie_city.html"),
"pie_city.png")
except Exception as e:
print("make snap shot error", e)
else:
pie_city.render("pie_city.html")
if analysis.pieProvince:
province_data_list = [(i, j)
for i, j in zip(provinces, province_count)]
pie_province = (
Pie(init_opts=InitOpts(
page_title="微信好友省份分析",
width="1200px",
height="800px",
)).add(data_pair=province_data_list,
series_name="微信好友分布",
radius=["25%", "75%"],
rosetype="Mapping").set_global_opts(
toolbox_opts=ToolboxOpts(is_show=True,
pos_top="60px"),
title_opts=TitleOpts(title="微信好友省份分析",
pos_top="60px",
pos_left="50px"))
# .render("pie_province.html")
)
try:
make_snapshot(snapshot,
pie_province.render("pie_province.html"),
"pie_province.png")
except Exception as e:
print("make snap shot error", e)
else:
pie_province.render("pie_province.html")
if analysis.geoProvince:
province_geo = (
Map(init_opts=InitOpts(page_title="微信好友分布")).add(
"微信好友分布geo图", tuple_province_list,
"china").set_global_opts(
title_opts=TitleOpts(title="微信好友分布分布",
pos_left="30px"),
visualmap_opts=VisualMapOpts(max_=600,
split_number=5,
is_piecewise=True))
# .render("geo_province.html")
)
try:
make_snapshot(snapshot,
province_geo.render("geo_province.html"),
"geo_province.png")
except Exception as e:
print("make snap shot error", e)
else:
province_geo.render("province_geo.html")
print(
"============================= wechat friends analysis success ============================="
)