how to read an excel file into a dataframe in python 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
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)