Python: After Installing Anaconda, How To Import Pandas
Solution 1:
I'm using python 3.4 and Anaconda3 4.2.
I had the same problem, but it worked (the import pandas
works now anyway) for me to install pandas with pip by writing:
python -m pip install pandas
Good luck!
Solution 2:
The cool thing about anaconda is, that you can manage virtual environments for several projects. Those also have the benefit of keeping several python installations apart. This could be a problem when several installations of a module or package are interfering with each other.
Try the following:
- Create a new anaconda environment with
user@machine:~$ conda create -n pandas_env python=2.7
- Activate the environment with
user@machine:~$ source activate pandas_env
on Linux/OSX or$ activate pandas_env
on Windows. On Linux the active environment is shown in parenthesis in front of the user name in the shell. (I am not sure how windows handles this, but you can see it by typing$ conda info -e
. The one with the * next to it is the active one) - Type
(pandas_env)user@machine:~$ conda list
to show a list of all installed modules. - If pandas is missing from this list, install it (while still inside the pandas_env environment) with
(pandas_env)user@machine:~$ conda install pandas
, as @Fiabetto suggested. - Open python
(pandas_env)user@machine:~$ python
and try to load pandas again.
Note that now you are working in a python environment, that only knows the modules installed inside the pandas_env
environment. Every time you want to use it you have to activate the environment. This might feel a little bit clunky at first, but really shines once you have to manage different versions of python (like 2.7 or 3.4) or you need a specific version of a module (like numpy 1.7).
Edit:
If this still does not work you have several options:
Check if the right pandas module is found:
`(pandas_env)user@machine:~$ python` Python 2.7.10 |Continuum Analytics, Inc.| (default, Sep 152015, 14:50:01) >>> import imp >>> imp.find_module("pandas") (None, '/path/to/miniconda3/envs/foo/lib/python2.7/site-packages/pandas', ('', '', 5)) # See what this returns on your system.
Reinstall pandas in your environment with
$ conda install -f pandas
. This might help if you files have been corrupted somehow.- Install pandas from a different source (using
pip
). To do this, create a new environment like above (make sure to pick a different name to avoid clashes here) but replace point 4 by(pandas_env)user@machine:~$ pip install pandas
. - Reinstall anaconda (make sure you pick the right version 32bit / 64bit depending on your OS, this can sometimes lead to problems). It could be possible, that your 'normal' and your anaconda python are clashing. As a last resort you could try to uninstall your 'normal' python before you reinstall anaconda.
Solution 3:
If you are facing same problem as mine. Here is the solution which works for me.
- Uninstall every python and anaconda.
- Download anaconda from here "http://continuum.io/downloads" and only install it (no other python is needed).
- Open spyder and import.
If you get any error, type in command prompt
pip install module_name
I hope it will work for you too
Solution 4:
You should first create a new environment in conda. From the terminal, type:
$ conda create--name my_env pandas ipython
Python will be installed automatically as part of this installation. After selecting [y] to confirm, you now need to activate this environment:
$ source activate my_env
On Windows I believe it is just:
$ activate my_env
Now, confirm installed packages:
$ conda list
Finally, start python and run your session.
$ ipython
Solution 5:
Another alternative is to use Pycharm IDE. For each project, you can set the Project Interpreter in Settings.
For example, if anaconda is installed in /home/user/anaconda2/bin/python, you can select the Project Interpreter and set to this folder.
Since the whole project is set to Anaconda's path, you can import any module which is packaged within Anaconda.
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