安装pandas后：
idf:~/Documents/python/plot$ pip3 install pandas --user
Collecting pandas
Using cached https://files.pythonhosted.org/packages/f9/e1/4a63ed31e1b1362d40ce845a5735c717a959bda992669468dae3420af2cd/pandas-0.24.0-cp36-cp36m-manylinux1_x86_64.whl
Requirement already satisfied: numpy>=1.12.0 in /home/idf/.local/lib/python3.6/site-packages (from pandas) (1.15.4)
Requirement already satisfied: pytz>=2011k in /home/idf/.local/lib/python3.6/site-packages (from pandas) (2018.7)
Requirement already satisfied: python-dateutil>=2.5.0 in /home/idf/.local/lib/python3.6/site-packages (from pandas) (2.7.5)
Requirement already satisfied: six>=1.5 in /home/idf/.local/lib/python3.6/site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)
zipline 1.3.0 has requirement pandas<=0.22,>=0.18.1, but you'll have pandas 0.24.0 which is incompatible.
Installing collected packages: pandas
Successfully installed pandas-0.24.0
idf:~/Documents/python/plot$
我尝试加载pandas.tools，
from pandas.tools.plotting import autocorrelation_plot
ModuleNotFoundError Traceback (most recent call last)
<ipython-input-52-e11ce94b8d5d> in <module>
----> 1 from pandas.tools.plotting import autocorrelation_plot
ModuleNotFoundError: No module named 'pandas.tools'
我如何访问pandas.tools？
答案 0 :(得分：3)
包裹pandas.tools.plotting已移至this commit中的pandas.plotting，作为熊猫0.20.0中#16005和#12548的一部分。
最近，在熊猫0.24.0中发布的熊猫this commit中的#23376中，已弃用的pandas.tools程序包以前允许pandas.tools.plotting继续工作，已被删除。
Ergo，一旦允许Pandas升级到0.24.0或更高版本，您将需要替换来自pandas.tools.plotting的导入内容，而不是来自pandas.plotting的内容。
答案 1 :(得分：3)
Traceback (most recent call last):
File "brod.py", line 3, in <module>
from pandas.tools.plotting import scatter_matrix
ModuleNotFoundError: No module named 'pandas.tools'
这发生在新版本的熊猫中。
from pandas.tools.plotting import scatter_matrix
用于旧版本的熊猫，如果您使用新版本的熊猫，然后编写代码
from pandas.plotting import scatter_matrix
代替
from pandas.tools.plotting import scatter_matrix
答案 2 :(得分：2)
改为使用pandas.plotting。
希望这会有所帮助。
答案 3 :(得分：0)
使用pandas.plotting而不是pandas.tools.plotting 谢谢