Radar Chart

In [1]:

# !pip install pycirclizely

# !pip install pycirclizely

In [2]:

import plotly.io as pio
from IPython.display import HTML

import plotly.io as pio from IPython.display import HTML

pyCirclize can plot a Radar Chart(wiki) from table dataframe.

Default Style¶

In [3]:

import pandas as pd

from pycirclizely import Circos

# Create RPG jobs parameter dataframe (3 jobs, 6 parameters)
df = pd.DataFrame(
    data=[
        [80, 80, 80, 80, 80, 80],
        [90, 95, 95, 30, 30, 80],
        [60, 20, 20, 100, 90, 50],
    ],
    index=["Hero", "Warrior", "Wizard"],
    columns=["HP", "ATK", "DEF", "SP.ATK", "SP.DEF", "SPD"],
)
print(df)

# Initialize Circos instance for radar chart plot
circos = Circos.radar_chart(df)

# Plot figure
fig = circos.plotfig()
HTML(pio.to_html(fig, include_plotlyjs="cdn"))

import pandas as pd from pycirclizely import Circos # Create RPG jobs parameter dataframe (3 jobs, 6 parameters) df = pd.DataFrame( data=[ [80, 80, 80, 80, 80, 80], [90, 95, 95, 30, 30, 80], [60, 20, 20, 100, 90, 50], ], index=["Hero", "Warrior", "Wizard"], columns=["HP", "ATK", "DEF", "SP.ATK", "SP.DEF", "SPD"], ) print(df) # Initialize Circos instance for radar chart plot circos = Circos.radar_chart(df) # Plot figure fig = circos.plotfig() HTML(pio.to_html(fig, include_plotlyjs="cdn"))

         HP  ATK  DEF  SP.ATK  SP.DEF  SPD
Hero     80   80   80      80      80   80
Warrior  90   95   95      30      30   80
Wizard   60   20   20     100      90   50

Out[3]:

With Marker & Legend¶

In [4]:

import pandas as pd

from pycirclizely import Circos

# Create RPG jobs parameter dataframe (3 jobs, 7 parameters)
df = pd.DataFrame(
    data=[
        [80, 80, 80, 80, 80, 80, 80],
        [90, 20, 95, 95, 30, 30, 80],
        [60, 90, 20, 20, 100, 90, 50],
    ],
    index=["Hero", "Warrior", "Wizard"],
    columns=["HP", "MP", "ATK", "DEF", "SP.ATK", "SP.DEF", "SPD"],
)
print(df)

# Initialize Circos instance for radar chart plot
circos = Circos.radar_chart(
    df,
    vmax=100,
    marker_size=6,
    circular=True,
    cmap="Set2",
    grid_interval_ratio=0.25,
)

fig = circos.plotfig()
HTML(pio.to_html(fig, include_plotlyjs="cdn"))

import pandas as pd from pycirclizely import Circos # Create RPG jobs parameter dataframe (3 jobs, 7 parameters) df = pd.DataFrame( data=[ [80, 80, 80, 80, 80, 80, 80], [90, 20, 95, 95, 30, 30, 80], [60, 90, 20, 20, 100, 90, 50], ], index=["Hero", "Warrior", "Wizard"], columns=["HP", "MP", "ATK", "DEF", "SP.ATK", "SP.DEF", "SPD"], ) print(df) # Initialize Circos instance for radar chart plot circos = Circos.radar_chart( df, vmax=100, marker_size=6, circular=True, cmap="Set2", grid_interval_ratio=0.25, ) fig = circos.plotfig() HTML(pio.to_html(fig, include_plotlyjs="cdn"))

         HP  MP  ATK  DEF  SP.ATK  SP.DEF  SPD
Hero     80  80   80   80      80      80   80
Warrior  90  20   95   95      30      30   80
Wizard   60  90   20   20     100      90   50

Out[4]:

Custom Style¶

In [5]:

import pandas as pd

from pycirclizely import Circos

# Create RPG jobs parameter dataframe (4 jobs, 8 parameters)
df = pd.DataFrame(
    data=[
        [80, 80, 80, 80, 80, 80, 80, 80],
        [90, 20, 95, 95, 30, 30, 80, 70],
        [60, 90, 20, 20, 100, 90, 50, 70],
        [70, 50, 60, 40, 60, 40, 100, 60],
    ],
    index=["Hero", "Warrior", "Wizard", "Assassin"],
    columns=["HP", "MP", "ATK", "DEF", "SP.ATK", "SP.DEF", "SPD", "LUK"],
)
print(df)


# Define line keyword arguments handler
def line_kws_handler(col_name: str):
    """Function to deal with line aesthestics."""
    if col_name == "Hero":
        return dict(line=dict(dash="dot", width=2.0))
    else:
        return dict(line=dict(dash="solid", width=1.5))


# Initialize Circos instance for radar chart plot
circos = Circos.radar_chart(
    df,
    vmax=100,
    fill=False,
    marker_size=6,
    bg_color=None,
    cmap=dict(Hero="salmon", Warrior="skyblue", Wizard="lime", Assassin="magenta"),
    grid_interval_ratio=0.1,
    grid_label_formatter=lambda v: f"{v:.1f}pt",
    label_kws_handler=lambda _: dict(font=dict(style="italic")),
    line_kws_handler=line_kws_handler,
    marker_kws_handler=lambda _: dict(
        marker=dict(symbol="square", line=dict(color="grey", width=0.5))
    ),
)
circos.text("RPG Jobs Radar Chart", r=125, font=dict(size=15, weight=18))

# Plot figure & set legend on upper right
fig = circos.plotfig()
HTML(pio.to_html(fig, include_plotlyjs="cdn"))

import pandas as pd from pycirclizely import Circos # Create RPG jobs parameter dataframe (4 jobs, 8 parameters) df = pd.DataFrame( data=[ [80, 80, 80, 80, 80, 80, 80, 80], [90, 20, 95, 95, 30, 30, 80, 70], [60, 90, 20, 20, 100, 90, 50, 70], [70, 50, 60, 40, 60, 40, 100, 60], ], index=["Hero", "Warrior", "Wizard", "Assassin"], columns=["HP", "MP", "ATK", "DEF", "SP.ATK", "SP.DEF", "SPD", "LUK"], ) print(df) # Define line keyword arguments handler def line_kws_handler(col_name: str): """Function to deal with line aesthestics.""" if col_name == "Hero": return dict(line=dict(dash="dot", width=2.0)) else: return dict(line=dict(dash="solid", width=1.5)) # Initialize Circos instance for radar chart plot circos = Circos.radar_chart( df, vmax=100, fill=False, marker_size=6, bg_color=None, cmap=dict(Hero="salmon", Warrior="skyblue", Wizard="lime", Assassin="magenta"), grid_interval_ratio=0.1, grid_label_formatter=lambda v: f"{v:.1f}pt", label_kws_handler=lambda _: dict(font=dict(style="italic")), line_kws_handler=line_kws_handler, marker_kws_handler=lambda _: dict( marker=dict(symbol="square", line=dict(color="grey", width=0.5)) ), ) circos.text("RPG Jobs Radar Chart", r=125, font=dict(size=15, weight=18)) # Plot figure & set legend on upper right fig = circos.plotfig() HTML(pio.to_html(fig, include_plotlyjs="cdn"))

          HP  MP  ATK  DEF  SP.ATK  SP.DEF  SPD  LUK
Hero      80  80   80   80      80      80   80   80
Warrior   90  20   95   95      30      30   80   70
Wizard    60  90   20   20     100      90   50   70
Assassin  70  50   60   40      60      40  100   60

Out[5]:

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