阿里巴巴股票分析

Tue, 14 Apr 2026 18:58:06 +0000

大纲

阿里巴巴

1import pandas as pd 
2import matplotlib.pyplot as plt

1gupiao={'谷歌':'GOOG','亚马逊':'AMZN','Facebook':'FB',
2            '苹果':'AAPL','阿里巴巴':'BABA','腾讯':'0700.hk'}

1from pandas_datareader import data

1start_date = '2017-01-01'
2end_date = '2018-01-01'
3ali=data.get_data_yahoo(gupiao["阿里巴巴"],start_date,end_date)

1ali.head()

	High	Low	Open	Close	Volume	Adj Close
Date
2017-01-03	89.000000	88.080002	89.000000	88.599998	8789400	88.599998
2017-01-04	90.889999	88.580002	88.985001	90.510002	11490200	90.510002
2017-01-05	94.809998	91.639999	91.910004	94.370003	16821500	94.370003
2017-01-06	94.500000	93.000000	94.400002	93.889999	7639800	93.889999
2017-01-09	95.650002	93.309998	94.160004	94.720001	10792900	94.720001

1def  change(column):
2    prichange=(column[column.size-1]-column[0])/column[0]
3    if (prichange > 0):
4        print("股票累计上涨：",prichange*100,"%")
5    elif (prichange == 0):
6        print("股票基本不变：",prichange*100,"%")
7    else :
8        print("股票累计下跌：",prichange*100,"%")
9    return prichange

1alichange=change(ali["Low"])

股票累计上涨： 94.36874817125808 %

1yamaxun=data.get_data_yahoo(gupiao["亚马逊"],start_date,end_date)
2facebook=data.get_data_yahoo(gupiao["Facebook"],start_date,end_date)
3apple=data.get_data_yahoo(gupiao["苹果"],start_date,end_date)
4guge=data.get_data_yahoo(gupiao["谷歌"],start_date,end_date)
5tengxun=data.get_data_yahoo(gupiao["腾讯"],start_date,end_date)

1yamaxunchange=change(yamaxun["Low"])

股票累计上涨： 56.1455103569973 %

1facechange=change(facebook["Low"])

股票累计上涨： 52.76599727333859 %

1applechange=change(apple["Low"])

股票累计上涨： 47.45555774722253 %

1gugechange=change(guge["Low"])

股票累计上涨： 34.686780208213435 %

1tengxunchange=change(tengxun["Low"])

股票累计上涨： 116.80851388484874 %

1ali.info()

<class 'pandas.core.frame.DataFrame'>
DatetimeIndex: 251 entries, 2017-01-03 to 2017-12-29
Data columns (total 6 columns):
High         251 non-null float64
Low          251 non-null float64
Open         251 non-null float64
Close        251 non-null float64
Volume       251 non-null int64
Adj Close    251 non-null float64
dtypes: float64(5), int64(1)
memory usage: 23.7 KB

1ali.dtypes

High         float64
Low          float64
Open         float64
Close        float64
Volume         int64
Adj Close    float64
dtype: object

1ali.describe()

阿里巴巴 on Clarity

阿里巴巴股票分析

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