平时作业

Signed-off-by: 吴沂钊 <13190667+Yizhao_Wu4926@user.noreply.gitee.com>
This commit is contained in:
吴沂钊
2023-07-15 14:55:02 +00:00
committed by Gitee
parent 4479a9544e
commit 975b3f60da
6 changed files with 159 additions and 0 deletions
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import matplotlib
import pandas as pd
from datetime import datetime
from matplotlib import pyplot as plt
plt.rcParams['axes.unicode_minus']=False
plt.rcParams['font.sans-serif']='SimHei'
matplotlib.style.use('ggplot')
data_trading_hour=pd.read_csv("aapl-trading-hour.csv")
data_trading_hour["Close"].plot()
plt.title('股价走势(每秒盘收价)')
plt.show()
change=data_trading_hour["Close"].diff()/data_trading_hour["Close"]
change.plot()
plt.title('秒级收盘价变化率')
plt.show()
print(change.shift(1).corr(change))
print(change.shift(2).corr(change))