大数据分析系统在航天领域的应用

import pandas as pd

# 加载数据

data = pd.read_csv('satellite_data.csv')

print(data.head())

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import matplotlib.pyplot as plt

plt.plot(data['time'], data['temperature'])

plt.xlabel('Time')

plt.ylabel('Temperature')

plt.title('Temperature over Time')

plt.show()

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from sklearn.model_selection import train_test_split

from sklearn.linear_model import LinearRegression

X = data[['time']]

y = data['temperature']

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)

model = LinearRegression()

model.fit(X_train, y_train)

predictions = model.predict(X_test)

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