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p4iw2ug7a 3 years ago
parent 7d84315a3d
commit c61b457232

@ -0,0 +1,35 @@
from collections import Counter, defaultdict
import matplotlib
import matplotlib.pyplot as plt
import numpy as np
from sklearn import datasets
import pandas as pd
iris_datas = datasets.load_iris()
#Iris = pd.read_csv('iris.csv')
matplotlib.rcParams['font.sans-serif'] = ['SimHei']
style_list = ['o', '^', 's'] # 设置点的不同形状,不同形状默认颜色不同,也可自定义
data = iris_datas.data
labels = iris_datas.target_names
cc = defaultdict(list)
for i, d in enumerate(data):
cc[labels[int(i / 50)]].append(d)
p_list = []
c_list = []
for each in [0, 2]:
for i, (c, ds) in enumerate(cc.items()):
draw_data = np.array(ds)
p = plt.plot(draw_data[:, each], draw_data[:, each + 1], style_list[i])
p_list.append(p)
c_list.append(c)
plt.legend(map(lambda x: x[0], p_list), c_list)
plt.title('鸢尾花花瓣的长度和宽度') if each else plt.title('鸢尾花花萼的长度和宽度')
plt.xlabel('花瓣的长度(cm)') if each else plt.xlabel('花萼的长度(cm)')
plt.ylabel('花瓣的宽度(cm)') if each else plt.ylabel('花萼的宽度(cm)')
plt.savefig('分布图')
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