pandas: How do I split text in a column into multiple rows?

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I"m working with a large csv file and the next to last column has a string of text that I want to split by a specific delimiter. I was wondering if there is a simple way to do this using pandas or python?

CustNum  CustomerName     ItemQty  Item   Seatblocks                 ItemExt
32363    McCartney, Paul      3     F04    2:218:10:4,6                   60
31316    Lennon, John        25     F01    1:13:36:1,12 1:13:37:1,13     300

I want to split by the space(" ") and then the colon(":") in the Seatblocks column, but each cell would result in a different number of columns. I have a function to rearrange the columns so the Seatblocks column is at the end of the sheet, but I"m not sure what to do from there. I can do it in excel with the built in text-to-columns function and a quick macro, but my dataset has too many records for excel to handle.

Ultimately, I want to take records such John Lennon"s and create multiple lines, with the info from each set of seats on a separate line.

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Answer #1

import time
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Here is another example where something is run approximately once a minute:

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We hope this article has helped you to resolve the problem. Apart from pandas: How do I split text in a column into multiple rows?, check other __del__-related topics.

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Frank Richtgofen

Shanghai | 2023-03-24

UI PHP module is always a bit confusing 😭 pandas: How do I split text in a column into multiple rows? is not the only problem I encountered. Will get back tomorrow with feedback

Boris Innsbruck

Munchen | 2023-03-24

Simply put and clear. Thank you for sharing. pandas: How do I split text in a column into multiple rows? and other issues with ast Python module was always my weak point 😁. Checked yesterday, it works!

Schneider Nickolson

Moscow | 2023-03-24

I was preparing for my coding interview, thanks for clarifying this - pandas: How do I split text in a column into multiple rows? in Python is not the simplest one. Checked yesterday, it works!

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