import pyecharts.options as opts
from pyecharts.charts import Grid, Boxplot, Scatter
y_data = [
[
850,
740,
900,
1070,
930,
850,
950,
980,
980,
880,
1000,
980,
930,
650,
760,
810,
1000,
1000,
960,
960,
],
[
960,
940,
960,
940,
880,
800,
850,
880,
900,
840,
830,
790,
810,
880,
880,
830,
800,
790,
760,
800,
],
[
880,
880,
880,
860,
720,
720,
620,
860,
970,
950,
880,
910,
850,
870,
840,
840,
850,
840,
840,
840,
],
[
890,
810,
810,
820,
800,
770,
760,
740,
750,
760,
910,
920,
890,
860,
880,
720,
840,
850,
850,
780,
],
[
890,
840,
780,
810,
760,
810,
790,
810,
820,
850,
870,
870,
810,
740,
810,
940,
950,
800,
810,
870,
],
]
scatter_data = [650, 620, 720, 720, 950, 970]
box_plot = Boxplot()
box_plot = (
box_plot.add_xaxis(xaxis_data=["expr 0", "expr 1", "expr 2", "expr 3", "expr 4"])
.add_yaxis(series_name="", y_axis=box_plot.prepare_data(y_data))
.set_global_opts(
title_opts=opts.TitleOpts(
pos_left="center", title="Michelson-Morley Experiment"
),
tooltip_opts=opts.TooltipOpts(trigger="item", axis_pointer_type="shadow"),
xaxis_opts=opts.AxisOpts(
type_="category",
boundary_gap=True,
splitarea_opts=opts.SplitAreaOpts(is_show=False),
axislabel_opts=opts.LabelOpts(formatter="expr {value}"),
splitline_opts=opts.SplitLineOpts(is_show=False),
),
yaxis_opts=opts.AxisOpts(
type_="value",
name="km/s minus 299,000",
splitarea_opts=opts.SplitAreaOpts(
is_show=True, areastyle_opts=opts.AreaStyleOpts(opacity=1)
),
),
)
.set_series_opts(tooltip_opts=opts.TooltipOpts(formatter="{b}: {c}"))
)
scatter = (
Scatter()
.add_xaxis(xaxis_data=["expr 0", "expr 1", "expr 2", "expr 3", "expr 4"])
.add_yaxis(series_name="", y_axis=scatter_data)
.set_global_opts(
title_opts=opts.TitleOpts(
pos_left="10%",
pos_top="90%",
title="upper: Q3 + 1.5 * IQR \nlower: Q1 - 1.5 * IQR",
title_textstyle_opts=opts.TextStyleOpts(
border_color="#999", border_width=1, font_size=14
),
),
yaxis_opts=opts.AxisOpts(
axislabel_opts=opts.LabelOpts(is_show=False),
axistick_opts=opts.AxisTickOpts(is_show=False),
),
)
)
grid = (
Grid()
.add(
box_plot,
grid_opts=opts.GridOpts(pos_left="10%", pos_right="10%", pos_bottom="15%"),
)
.add(
scatter,
grid_opts=opts.GridOpts(pos_left="10%", pos_right="10%", pos_bottom="15%"),
)
.render("boxplot_light_velocity.html")
)