Microsoft is bringing popular programming language Python to Excel. A public preview of the feature is available today, allowing Excel users to manipulate and analyze data from Python.
You won’t need to install any additional software or set up an add-on to access the functionality, as Python integration in Excel will be part of Excel’s built-in connectors and Power Query. Microsoft is also adding a new PY function that allows Python data to be exposed within the grid of an Excel spreadsheet. Through a partnership with Anaconda, an enterprise Python repository, popular Python libraries like pandas, statsmodels, and Matplotlib will be available in Excel.
This feels like a really dated take to me. Leaving aside whether this was true in the past, in 2023, Excel is happy to open absolutely gargantuan files, and it’s quite speedy once it’s done so. You can even directly tie it to a database via ODBC if you want, and that works (albeit it obviously flattens the data out in the process, so goodbye foreign keys in any real sense). It also has tons of very easy-to-use data manipulation tools (pivot tables, tables in general, data extrapolation, graphs, etc.) that end up being wonderful complements to something like Python.
Could you write a Python program that would run faster than pure Excel and do the same thing? I mean, probably (although Excel’s core execution engine is honestly pretty freaking fast). But could you write it as quickly? Maybe, maybe not. And certainly someone who knows Excel well would have an easier time adding a little Python to patch up any issues than rewriting the whole thing from scratch.
tl;dr I think you’re not being accurate about contemporary Excel, and I separately suspect you’re not really the target audience here
Could I write a Python program that does the same thing as Excel but faster?
I don’t need to. It’s called pandas
I agree with all your points about Excel being capable. However, I’m struggling to think of examples where this newly announced Python integration within Excel would be helpful (with the exception of new/different visualizations) - especially for the reasons you stated about modern Excel.
Are there any use cases that you can think of where someone who knows Excel well would resort to “adding a little Python to patch up any issues”?
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The code storage for Python is no different than regular Excel functions (eg -
VLOOKUP(),SUM(), etc.), meaning that it is stored within an Excel cell. The only differences are that Python code is run remotely vs Excel functions running locally and the location of Python’s code matters vs Excel’s functions are location agnostic (ie - Python code runs in cells located left-to-right, top-to-bottom but Excel’s functions can dynamically determine the calculation order/location).I’m not sure that this new Python integration changes much about this use case (except for another way to accomplish the same/similar tasks).
I hear you.
I don’t know how new Excel performes and I thought it’s the same as ten years ago - the version I’m trapped in. With people who obsessively try to drive it to the edge where it’s not responsive on average office PCs.
But if it works well with various big spreadsheets now, it’s a wonder, with how many new people start to tackle programming with Python. I obiviosly won’t write a script faster than normal operational speeds of software, it’s just some tables ended up that big and broken I could only open them like that. But that, I guess, is exclusion?
It’s just the issue of people using a microscope as a hammer when they need to break nuts.
So, assuming you’re still on Office 2010, you’re missing (off the top of my head, but I believe these were all Excel 2013 or later):
A2:A300garbage where Excel would instead just have e.g.SomeTable[Heading]. E.g., an actual formula from a sheet I currently maintain to track my team’s sprints:=XLOOKUP([@Verified],SprintMeta[Start],SprintMeta[Sprint Name],"Unknown",-1). Python’s easier to read here, but this is honestly doing a lot while being surprisingly readable (especially if you’re familiar withXLOOKUP, which is basically how you do keyed array access in Excel)You have totally legitimate gripes about Excel; I’m not denying that. But I do think that you might be pleasantly surprised on newer versions.