python line graph matplolib, plotly

python line graph matplolib, plotly¶

In [1]:

import numpy as np
# sample data a generate
a = np.random.randint(9, 15, size=10)
a

Out[1]:

array([13, 12, 12, 13, 14, 10, 13, 10, 13, 12])

In [2]:

# sample data b generate
b = np.random.randint(8, 16, size=10)
b

Out[2]:

array([ 8, 13,  9, 15, 12, 12, 14, 11, 13, 13])

In [3]:

# x axis data generate
time = np.arange(1,11)
time

Out[3]:

array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10])

[matplotlib] line graph¶

In [4]:

import matplotlib.pyplot as plt
# frame generate
plt.plot(time, a)
plt.plot(time, b)

# x axis range fix
plt.xticks(time)
# y axis range fix
plt.yticks(np.arange(8,17))

# graph title
plt.title("test line graph")
# axis label
plt.xlabel("timeseries")
plt.ylabel("score")

# line name
plt.legend(["a", "b"])
plt.show()

[plotly] line graph¶

In [5]:

import plotly.graph_objects as go

fig = go.Figure()
fig.add_trace(go.Scatter(x=time, y=a, mode='lines', name="a"))
fig.add_trace(go.Scatter(x=time, y=b, mode='lines', name="b"))
fig.update_layout(title="test line graph",
                  xaxis_title="timeseries",
                  yaxis_title="score")
fig.show()