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阿里巴巴股价数据获取案例（含matplotlib中文显示问题的解决）

linker · 发表于 14天前 · Python

import pandas as pd
from pandas_datareader import data # 需要安装 pip install git+https://github.com/pydata/pandas-datareader.git

gafataDict={'谷歌':'GOOG',
        '亚马逊':'AMZM',
        'Facebook':'FB',
        '苹果':'AAPL',
        '阿里巴巴':'BABA',
        '腾讯':'0700.hk'}

start_date = '2018-01-01'
end_date = '2019-08-10'

babaDf = data.get_data_yahoo(gafataDict['阿里巴巴'],start_date,end_date)

babaDf.head()

	High	Low	Open	Close	Volume	Adj Close
Date
2018-01-02	184.100006	175.699997	176.399002	183.649994	29916900	183.649994
2018-01-03	185.634995	181.399994	185.190002	184.000000	20121900	184.000000
2018-01-04	187.746994	184.429993	185.899994	185.710007	19473800	185.710007
2018-01-05	190.750000	186.300995	187.169998	190.699997	18168300	190.699997
2018-01-08	191.660004	189.070007	190.460007	190.330002	16230100	190.330002

#上述是阿里巴巴的股票数据。

def change(column):
    #买入价格
    buyPrice=column[0]
    #现在股价
    curPrice=column[-1]
    #累计涨幅
    priceChange=(curPrice-buyPrice)/buyPrice
    #判断走势
    if(priceChange>0):
        print('累计上涨：',priceChange)
    elif(priceChange<0):
        print('累计下跌：',priceChange)
    else:
        print('股价累计无波动')
    return priceChange

closeCol=babaDf['Close']
babaChange=change(closeCol)

print(babaChange)

累计下跌： -0.13356928720141087
-0.13356928720141087

import matplotlib.pyplot as plt
from pandas.plotting import register_matplotlib_converters
register_matplotlib_converters()

plt.rcParams['font.sans-serif']=['Noto Serif CJK JP']
plt.rcParams['axes.unicode_minus']=False
plt.plot(babaDf['Close'])
plt.title(u'阿里巴巴')
plt.grid(True)
plt

<module 'matplotlib.pyplot' from '/usr/local/lib/python3.7/dist-packages/matplotlib/pyplot.py'>

#可用中文字体
#作者：司毅
#链接：https://www.zhihu.com/question/25404709/answer/128171562
#来源：知乎
#著作权归作者所有。商业转载请联系作者获得授权，非商业转载请注明出处。

#! /usr/bin/env python
# -*- coding: utf-8 -*-
from matplotlib.font_manager import FontManager
import subprocess

fm = FontManager()
mat_fonts = set(f.name for f in fm.ttflist)
#print(mat_fonts)
output = subprocess.check_output('fc-list :lang=zh -f "%{family}\n"', shell=True)
#print( '*' * 10, '系统可用的中文字体', '*' * 10)
#print (output)
zh_fonts = set(f.split(',', 1)[0] for f in output.decode('utf-8').split('\n'))
available = mat_fonts & zh_fonts
print ('*' * 10, '可用的字体', '*' * 10)
for f in available:
     print (f)

********** 可用的字体 **********
Noto Serif CJK JP
Droid Sans Fallback
Noto Sans CJK JP

import matplotlib 
print(matplotlib.matplotlib_fname())

/usr/local/lib/python3.7/dist-packages/matplotlib/mpl-data/matplotlibrc

#需要修改上述的配置文件， 去掉font.family和font.serif

0 Reply | Until 14天前 | 12 View

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