I’m using pandas 0.25.1 in Jupyter Lab and the maximum number of rows I can display is 10, regardless of what pd.options.display.max_rows is set to.
However, if pd.options.display.max_rows is set to less than 10 it takes effect and if pd.options.display.max_rows = None then all rows show.
Any idea how I can get a pd.options.display.max_rows of more than 10 to take effect?
Final answer as of pandas v0.25.1
- To display all the rows, set
max_rows greater than the number of rows in the DataFrame.
- To display more than 10 rows when the dataframe is truncated, set
min_rows greater than 10.
- With more than 200 rows of data, if
max_rows is 200 and min_rows is 20, 10 from the head and 10 from the tail will be displayed.
- With more than 200 rows of data, if
max_rows is 200 and min_rows is None, 100 from the head and 100 from the tail will be displayed.
Discovery & Notes:
Both pd.set_option('display.max_rows', x) and pd.options.display.max_rows = x (where x is some number), should work.
- FYI: the default is 10 rows, as per pandas.set_option
- Options and settings
- This is also in
Jupyter Lab
Other useful pandas options:
pd.set_option('display.max_columns', 200)
pd.set_option('display.max_rows', 100)
pd.set_option('display.min_rows', 100)
pd.set_option('display.expand_frame_repr', True)
get.options to return the current value:
pd.get_option("display.max_rows")
Update:
- After some discovery testing, the setting only displays more rows, if the setting is greater than the number of rows in the
DataFrame.
- If
pd.set_option('display.max_rows', 100), but the DataFrame has 200 rows, only 10 will show up.
- If
pd.set_option('display.max_rows', 200), but the DataFrame has 100 rows, all 100 will display.
Per the pandas docs:
display.max_rows: default=60
- This sets the maximum number of rows pandas should output when printing out various output. For example, this value determines whether the repr() for a dataframe prints out fully or just a truncated or summary repr. ‘None’ value means unlimited.
display.min_rows: default=10
- The numbers of rows to show in a truncated repr (when max_rows is exceeded). Ignored when max_rows is set to None or 0. When set to None, follows the value of max_rows.
display.large_repr: default=truncate
- For DataFrames exceeding
max_rows/max_cols, the repr (and HTML repr) can show a truncated table (the default), or switch to the view from df.info() (the behaviour in earlier versions of pandas). allowable settings, [‘truncate’, ‘info’]
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