Python | Pandas Series.clip_lower ()

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Pandas Series.clip_lower() is used for Series.clip_lower() values ‚Äã‚Äãbelow the passed smallest value. A threshold value is passed as a parameter, and all values ‚Äã‚Äãin the sequence that are less than the threshold values ‚Äã‚Äãbecome equal to it.

Syntax: Series.clip_lower (threshold, axis = None , inplace = False)

Parameters:
threshold: numeric or list like, Sets minimum threshold value and in case of list, sets separate threshold values ‚Äã‚Äãfor each value in caller series (Given list size is same)
axis: 0 or ’index’ to apply method by rows and 1 or ’columns’ to apply by columns
inplace: Make changes in the caller series itself. (Overwrite with new values)

Return type: Series with updated values ‚Äã‚Äã

To load the dataset used in the following example, click here.

In the following examples, the data frame used contains data for some NBA players. An image of the data frame before any operations is attached below.

Example # 1 : Applied to single value series

In this example, a minimum threshold of 26 is passed as a parameter to the .clip_lower () method. This method is called on the Age column of the data frame, and the new values ‚Äã‚Äãare stored in the Age_new column. Before performing any operations, null lines are removed using .dropna ()

# pandas module import

import pandas as pd


# create data frame

data = pd.read_csv ( " https://media.python.engineering/wp-content/uploads/nba.csv " )


# remove null values ‚Äã‚Äãto avoid errors

data.dropna (inplace = True )


# setting the threshold

threshold = 26.0


# apply the method and go to the new column

data [ "Age_new" ] = data [ "Age" ]. clip_lower (threshold)


# display
data

Output:
As shown in the output image, the minimum value of the Age_new column is 26. All values ‚Äã‚Äãless than 26 have been increased to 26 and saved as a new th column.

Example # 2: Applied to series with a list type value

In this example, the first 10 rows of the Age column are retrieved and stored using the .head () method. After that, a list of the same length is created, which is passed to the threshold parameter of the .clip_lower () method to set a separate threshold value for each value in the series. The returned values ‚Äã‚Äãare stored in a new column "clipped_values".

# pandas module import

import pandas as pd


# regex module import

import re


# create data frame

data = pd.read_csv ( " https://media.python.engineering/wp-content/uploads/nba.csv " )


# remove null values ‚Äã‚Äãto avoid errors

data.dropna (inplace = True )


# returns top lines

new_data = data.head ( 10 ). copy ()


# list for individual thresholds

threshold = [ 27 , 23 , 19 , 30 , 26 , 22 , 22 , 41 , 11 , 33 ]


# applying the method and returning to a new column

new_data [ "Clipped values" ] = new_data [ "Age" ]. clip_lower (threshold = threshold)


# display
new_data

Output:
As display But on the output image, each value in the sequence had a different threshold value according to the passed list, and therefore results were returned according to the separate threshold value of each item.

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Python | Pandas Series.clip_lower () clip: Questions

How do I copy a string to the clipboard?

2 answers

Dancrew32 By Dancrew32

I"m trying to make a basic Windows application that builds a string out of user input and then adds it to the clipboard. How do I copy a string to the clipboard using Python?

215

Answer #1

Actually, pywin32 and ctypes seem to be an overkill for this simple task. Tkinter is a cross-platform GUI framework, which ships with Python by default and has clipboard accessing methods along with other cool stuff.

If all you need is to put some text to system clipboard, this will do it:

from Tkinter import Tk
r = Tk()
r.withdraw()
r.clipboard_clear()
r.clipboard_append("i can has clipboardz?")
r.update() # now it stays on the clipboard after the window is closed
r.destroy()

And that"s all, no need to mess around with platform-specific third-party libraries.

If you are using Python 3, replace TKinter with tkinter.

Python | Pandas Series.clip_lower () clip: Questions

Python script to copy text to clipboard

2 answers

I just need a python script that copies text to the clipboard.

After the script gets executed i need the output of the text to be pasted to another source. Is it possible to write a python script that does this job?

194

Answer #1

See Pyperclip. Example (taken from Pyperclip site):

import pyperclip
pyperclip.copy("The text to be copied to the clipboard.")
spam = pyperclip.paste()

Also, see Xerox. But it appears to have more dependencies.

We hope this article has helped you to resolve the problem. Apart from Python | Pandas Series.clip_lower (), check other clip-related topics.

Want to excel in Python? See our review of the best Python online courses 2023. If you are interested in Data Science, check also how to learn programming in R.

By the way, this material is also available in other languages:



Javier Jackson

Abu Dhabi | 2023-03-24

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Angelo Chamberlet

Massachussetts | 2023-03-24

Simply put and clear. Thank you for sharing. Python | Pandas Series.clip_lower () and other issues with sep was always my weak point 😁. I am just not quite sure it is the best method

Oliver Galleotti

Singapore | 2023-03-24

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