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After you write a couple of Python programs and start downloading a couple of extra modules from PyPI or conda-forge, dealing with package management and virtual environments becomes more critical.Ecology: The Green Anaconda is an aquatic snake usually found submerged under the water or near the water’s edge. (It's OK if you don't even know what those two things are yet). If you just downloaded Anaconda for the first time, you are probably not dealing with package management and virtual environments yet. Virtual environments and package handling might not seem to make a huge difference right now. Anaconda makes package management and virtual environments easierĪnother advantage of Anaconda is that package management and virtual environments are a lot easier when you have Anaconda.
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Some things will seem to work fine, and then other things won't run at all, or you will keep getting asked for an administrator password over and over.ĭownloading and installing Anaconda (separate from the version of Python that came with MacOS) prevents most of the problems on MacOS caused by using the pre-installed version of Python. Because the pre-installed version of Python included with MacOS can require administrator privileges, you can have trouble with installation and run-time problems.
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The problem is that the version of Python that comes with MacOS is old (usually legacy Python, Python 2) and the version of Python that comes with MacOS is locked up behind a set of administrator privileges. Most MacOS installations come with Python included. If you use MacOS, you probably already have Python installed on your computer.
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The Anaconda distribution of Python will also allow you to install additional modules from the Python package index ( ) and conda-forge ( ), the conda package index.
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You could install the extra modules that come with Anaconda (that don't come with plain old Python), but why not save a step (or about 600 steps) and just install Anaconda instead of installing about 600 different modules? Anaconda installs without administrator privilegesĮven if you don't have the ability to install programs on a computer, like a computer in a school computer lab, you can still download and use Anaconda. If you download Python from, you just get Python and The Standard Library but no additional modules.
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If you download Anaconda, you get Python including the Python Standard Library plus about 600 extra packages. The packages that come with Anaconda includes many of the most common Python packages use to solve problems. These additional packages are all free to install. The Anaconda distribution of Python is advantageous because it includes Python as well as about 600 additional Python packages. Anaconda includes Python plus about 600 additional Python packages However, there are a couple of advantages to using the Anaconda distribution of Python. Regardless if you download Python from or if you download Anaconda (with all the extra stuff it comes with) from, you will be able to write and execute Python code. Why download Anaconda, if I want to use is Python? The Anaconda distribution of Python also includes a program called Anaconda Navigator that allows you to launch Jupyter notebooks quickly.
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When you download the Anaconda distribution of Python from, you get a Python Interpreter, the Anaconda Prompt (a command line program), Spyder (a code editor) and about 600 extra Python modules that aren't included in the Python Standard Library. So Python corresponds to both the language that a program is written in as well as the application that runs the program.
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A program written in the Python programming language is run with the Python Interpreter. The Python Interpreter is an application or program that runs your Python code. When you download Python from, you get the Python Interpreter, a little text editing program called IDLE and all of the Python Standard Library modules. The following section details the differences between the Anaconda distribution of Python and the version of Python you can download from How is Anaconda different from Python? I recommend problem solvers install the Anaconda distribution of Python. The Anaconda Distribution of Python The Anaconda Distribution of Python Problem Solving with Python Book Construction Why download Anaconda, if I want to use is Python?Īnaconda includes Python plus about 600 additional Python packagesĪnaconda installs without administrator privilegesĪnaconda makes package management and virtual environments easier