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Adjusting number of rows that are printedAppending DataFrame to an existing CSV fileChecking differences between two indexesChecking if a DataFrame is emptyChecking if a variable is a DataFrameChecking if index is sortedChecking if value exists in IndexChecking memory usage of DataFrameChecking whether a Pandas object is a view or a copyConcatenating a list of DataFramesConverting a DataFrame to a listConverting a DataFrame to a SeriesConverting DataFrame to a list of dictionariesConverting DataFrame to list of tuplesCounting the number of negative valuesCreating a DataFrame using cartesian product of two DataFramesDisplaying DataFrames side by sideDisplaying full non-truncated DataFrame valuesDrawing frequency histogram of DataFrame columnExporting Pandas DataFrame to PostgreSQL tableHighlighting a particular cell of a DataFrameHighlighting DataFrame cell based on valueHow to solve "ValueError: If using all scalar values, you must pass an index"Importing BigQuery table as Pandas DataFramePlotting two columns of DataFramePrinting DataFrame on a single linePrinting DataFrame without indexPrinting DataFrames in tabular formatRandomly splitting DataFrame into multiple DataFrames of equal sizeReducing DataFrame memory sizeSaving a DataFrame as a CSV fileSaving DataFrame as Excel fileSaving DataFrame as feather fileSetting all values to zeroShowing all dtypes without truncationSplitting DataFrame into multiple DataFrames based on valueSplitting DataFrame into smaller equal-sized DataFramesWriting DataFrame to SQLite
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Checking if index is sorted in Pandas
schedule Aug 12, 2023
Last updated local_offer
Tags Python●Pandas
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To check if the index of a DataFrame is sorted in ascending order use the is_monotonic_increasing property. Similarly, to check for descending order use the is_monotonic_decreasing property.
Example
Ascending order
Consider the following DataFrame:
A Ba 3 5b 4 6
To check whether the index is sorted in ascending order:
True
WARNING
If the index contains a NaN, then is_monotonic_increasing always returns False
Descending order
Consider the following DataFrame:
A B2 3 51 4 6
To check whether the index is sorted in descending order:
True
WARNING
If the index contains a NaN, then is_monotonic_decreasing always returns False
Published by Arthur Yanagisawa
Edited by 0 others
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