how to read excel file in python using pandas code example

Example 1: pandas read excel

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

Example 2: import excel file in python pandas

import pandas as pd

df = pd.read_excel (r'Path where the Excel file is stored\File name.xlsx')

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)