Can't install spacy for NLP tasks - pip

Question

I'm trying to install spaCy for NLP tasks but when I follow the first instruction from https://spacy.io/usage (pip install -U pip setuptools wheel) I get the error below. I believe my error may come from me creating two different users for my laptop, my lack of understanding of environment variables, virtual environments, and my path variable. I also do not understand the message about no metadata being found.
Microsoft Windows [Version 10.0.19043.1706]
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C:\Python310\Scripts>pip install -U pip setuptools wheel
Requirement already satisfied: pip in c:\users\user\appdata\roaming\python\python310\site-packages (22.0.4)
Collecting pip
Using cached pip-22.1.2-py3-none-any.whl (2.1 MB)
Requirement already satisfied: setuptools in c:\python310\lib\site-packages (62.3.2)
Requirement already satisfied: wheel in c:\python310\lib\site-packages (0.37.1)
Installing collected packages: pip
Attempting uninstall: pip
Found existing installation: pip 22.0.4
Uninstalling pip-22.0.4:
Successfully uninstalled pip-22.0.4
WARNING: No metadata found in c:\users\user\appdata\roaming\python\python310\site-packages
Rolling back uninstall of pip
Moving to c:\users\user\appdata\roaming\python\python310\scripts\pip.exe
from C:\Users\User\AppData\Local\Temp\pip-uninstall-on_65qs2\pip.exe
Moving to c:\users\user\appdata\roaming\python\python310\scripts\pip3.10.exe
from C:\Users\User\AppData\Local\Temp\pip-uninstall-on_65qs2\pip3.10.exe
Moving to c:\users\user\appdata\roaming\python\python310\scripts\pip3.exe
from C:\Users\User\AppData\Local\Temp\pip-uninstall-on_65qs2\pip3.exe
Moving to c:\users\user\appdata\roaming\python\python310\site-packages\pip-22.0.4.dist-info\
from C:\Users\User\AppData\Roaming\Python\Python310\site-packages\~ip-22.0.4.dist-info
Moving to c:\users\user\appdata\roaming\python\python310\site-packages\pip\
from C:\Users\User\AppData\Roaming\Python\Python310\site-packages\~ip
ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'C:\\Python310\\Lib\\site-packages\\pip\\__init__.py'
Consider using the `--user` option or check the permissions.
WARNING: You are using pip version 22.0.4; however, version 22.1.2 is available.
You should consider upgrading via the 'C:\Python310\python.exe -m pip install --upgrade pip' command.
C:\Python310\Scripts>
Screenshot of error message