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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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Printing DataFrames in tabular format in Pandas
schedule Aug 12, 2023
Last updated local_offer
Tags Python●Pandas
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To print DataFrames in tabular format in Pandas, use the tabulateopen_in_new library.
from tabulate import tabulatedf = pd.DataFrame({"A":["a","b"], "B":[5,6]})df
A B0 a 51 b 6
Basic usage
To print a DataFrame with column labels:
print(tabulate(df, headers="keys", tablefmt="psql"))
+----+-----+-----+| | A | B ||----+-----+-----|| 0 | a | 5 || 1 | b | 6 |+----+-----+-----+
Note the following:
headers="keys"indicates that we want to include the column labelstablefmt="psql"indicates that we want to print using tabular format.
Printing without index
To print the DataFrame without the row index, set showIndex=False:
print(tabulate(df, headers="keys", tablefmt="psql", showindex=False))
+-----+-----+| A | B ||-----+-----|| a | 5 || b | 6 |+-----+-----+
Published by Isshin Inada
Edited by 0 others
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