import pandas as pd 
import matplotlib.pyplot as plt 

# 設(shè)置一般的樣例數(shù)據(jù)
x=[0,1,2,3,4] # x軸數(shù)據(jù)
y=[0,1,2,3,4] # y軸數(shù)據(jù)

# 設(shè)置多維數(shù)據(jù)
dev_x=[25,26,27,28,29,30] # 開發(fā)者的年齡
dev_y=[7567,8789,8900,11560,16789,25231] #收入情況
py_dev_y=[5567,6789,9098,15560,20789,23231] # python開發(fā)者
js_dev_y=[6567,7789,8098,12356,14789,20231] # java開發(fā)者

devsalary=pd.DataFrame([dev_x,dev_y,py_dev_y,js_dev_y])

plt.style.use('classic')
plt.plot(x,y)

plt.style.use('fivethirtyeight') # 538統(tǒng)計(jì)樣式
from IPython.display import HTML # 在實(shí)現(xiàn)動(dòng)態(tài)的過程中必須引入的庫
plt.plot(x,y)

import random
from itertools import count

index=count()
x1=[]
y1=[]

x1.append(next(index))
y1.append(random.randint(0,50))
plt.plot(x1,y1)

def animate(i):
    x1.append(next(index))
    y1.append(random.randint(0,50))
    plt.plot(x1,y1)

from matplotlib.animation import FuncAnimation

ani=FuncAnimation(plt.gcf(),animate,interval=1000) # interval=1000代表時(shí)間間隔，數(shù)值越小，則時(shí)間間隔越短
HTML(ani.to_jshtml())

plt.cla()

def animate(i):
    x1.append(next(index))
    y1.append(random.randint(0,50))
    plt.cla() #每次變化的時(shí)候都是在原有基礎(chǔ)上改變 
    plt.plot(x1,y1)

import pandas as pd 
cnbodf=pd.read_excel('cnboo1.xlsx')
cnbodfsort=cnbodf.sort_values(by=['BO'],ascending=False)

def mkpoints(x,y):
    return len(str(x))*(y/25)-3

cnbodfsort['points']=cnbodfsort.apply(lambda x:mkpoints(x.BO,x.PERSONS),axis=1)

cnbodfgb=cnbodfsort.groupby("TYPE").mean(["bo","prices","persons","points"])
cnbodfsort['type1']=cnbodfsort['TYPE'].apply(lambda x:x.split("/")[0])
cnbodfgb=cnbodfsort.groupby(["type1"])["ID","BO","PRICE","PERSONS","points"].mean()
cnbodfgbsort=cnbodfgb.sort_values("BO",ascending=False)

x=cnbodfsort['PERSONS']
y=cnbodfsort['PRICE']
plt.plot(x,y)

y1=y.to_list()
X1=x.to_list()

def animate(i):
    x1.append(next(index))
    y1.append(y[random.randint(1,49)]) # 表示在50條電影數(shù)據(jù)中隨機(jī)選擇一條
    plt.cla() #每次變化的時(shí)候都是在原有基礎(chǔ)上改變 
    plt.plot(x1,y1)

x1=[]
y1=[]

ani=FuncAnimation(plt.gcf(),animate,interval=1000)
HTML(ani.to_jshtml())