pandas read excel specific sheet code example

Example 1: pandas read excel

import pandas as pd
pd.read_excel('tmp.xlsx’, sheet_name='Sheet1')

Example 2: how to read excel file with multiple sheets in python

xls = pd.ExcelFile('path_to_file.xls')
df1 = pd.read_excel(xls, 'Sheet1')
df2 = pd.read_excel(xls, 'Sheet2')

Example 3: read excel into dataframe python

import pandas as pd

sheet1, sheet2 = None, None
with pd.ExcelFile("PATH\FileName.xlsx") as reader:
    sheet1 = pd.read_excel(reader, sheet_name='Sheet1')
    sheet2 = pd.read_excel(reader, sheet_name='Sheet2')

Example 4: read excel file using pandas in python

import sqlite3
import pandas as pd
from sqlalchemy import create_engine

# Read Excel file or sheets using pandas

# Setup code :)

file = "location of Excel file..."

engine = create_engine('sqlite://', echo=False)
df = pd.read_excel(file, sheet_name=sheetname)
df.to_sql("test", engine, if_exists="replace", index=False)
results = engine.execute("Select * from test")
final = pd.DataFrame(results, columns=df.columns)

Example 5: excel reading

How do you do test using excel files in Java?
I use Apache POI libraries to read and write from excel file, 
I add the Apache POI dependencies to my pom file.
In order to connect I use following classes.
 	-FileInputStream from Java. it is used to create connection to the file.
    We pass the file path as constructor to it.
 	-WorkBook is a class that represents the excel file.  
    We create Workbook object using the FileInputStream object.
 	-Sheet represents a single sheet from the excel file.
    We create sheet using Workbook object. We can create 
    worksheet using the 0 based index.

   public String readExcel(String path, String sheetName, 
                                                 int rowNum, int colNum) {
        try {
            FileInputStream file = new FileInputStream(path);
            Workbook book = WorkbookFactory.create(file);
            Sheet sheet = book.getSheet(sheetName);
            Row row = sheet.getRow(rowNum);
	    	Cell cell = row.getCell(colNum);
            String cellData = cell.toString();
            return cellData;
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

How to get row and column numbers:
    int rowCount = sheet.getLastRowNum()+1; ==> why we add '+1'?
                                   Because row num starts from 0.
    int colCount = sheet.getRow(0).getLastCellNum();
    String sheetName = workSheet.getSheetName();