WebFeb 15, 2024 · usecols is supposed to provide a filter before reading the whole DataFrame into memory; if used properly, there should never be a need to delete columns after reading. So because you have a header row, passing header=0 is sufficient and additionally passing names appears to be confusing pd.read_csv. Web"usecols" should help, use range of columns (as per excel worksheet, A,B...etc.) below are the examples. 1. Selected Columns. df = …
pandas.read_csv — pandas 1.5.2 documentation
WebAug 20, 2024 · 1 Answer Sorted by: 1 import pandas as pd df = pd.read_csv ('file.csv', skiprows=40, usecols= [*range (9,81)]) just pay attention to the column's index. In … WebMar 18, 2024 · We’ll look at each of those ways in the following tutorial. Table of Contents hide 1 Specifying the file path 2 Specifying delimiters 2.1 Dealing with two delimiters 2.2 A general approach for multiple delimiters 3 Specifying the data type 4 Ignoring headers 5 Ignoring the first column 6 Load first n rows 7 Load specific rows 8 Skip the last row reading wind speed and direction
Pandas Read Excel ,usecol function - Stack Overflow
WebApr 20, 2024 · While importing you can set the index as any of the column you want. I am choosing the mane of the countries that is the first column. So the column index is zero. df5 = pd.read_csv (‘olympics.csv’, index_col = 0, skiprows = 1) df5.head () Output: Sometimes all the columns of the dataset may not be necessary for the analysis. WebYou can achieve the same thing with a loop: workSheets = ['sheet1', 'sheet2', 'sheet3', 'sheet4'] cols = ['A,E', 'A,E', 'A,C', 'A,E'] df = {} for ws, c in zip (workSheets, cols): df [ws] = pd.read_excel (excelFile, sheetname=ws, parse_cols=c) Below is update for Python 3.6.5 & Pandas 0.23.4: pd.read_excel (excelFile, sheet_name=ws, usecols=c) WebFeb 21, 2013 · usecols is supposed to provide a filter before reading the whole DataFrame into memory; if used properly, there should never be a need to delete columns after reading. So because you have a header row, passing header=0 is sufficient and … how to switch off grammar in word