Reading GoogleSheet with pandas dataframe doing search on it
Question:
Do I need read_excel GoogleSheet for doing further search action on its columns in Python?
I must gather data from the entire Google Sheet file. I need search by sheetname firstly, then gather information by looking up the values in columns.
I started by looking up the two popular solutions on the internet;
First one is, with the gspread package : as it relies on service_account.json info I will not use it.
Second one is, appropriate for me. But it shows how to export as csv file. I need to take data as xlsx file.
code is below;
import pandas as pd
sheet_id=" url "
sheet_name="sample_1"
url=f"https://docs.google...d/{sheet_id}/gviz/tq?tqx=out:csv&sheet={sheet_name}"
I have both info sheet_id and sheet_name but need to export as xlsx file.
Here I see an example how to read an excel file. Is tehre a way to read as excel file but google spreadsheet
Using Pandas to pd.read_excel() for multiple worksheets of the same workbook
xls = pd.ExcelFile('excel_file_path.xls')
# Now you can list all sheets in the file
xls.sheet_names
# ['house', 'house_extra', ...]
# to read just one sheet to dataframe:
df = pd.read_excel(file_name, sheet_name="house")
Answers:
I have no problem reading a google sheet using the method I found here:
spreadsheet_id = "<INSERT YOUR GOOGLE SHEET ID HERE>"
url = f"https://docs.google.com/spreadsheets/d/{spreadsheet_id}/export?format=csv"
df = pd.read_csv(url)
df.to_excel("my_sheet.xlsx")
You need to set the permissions of your sheet though. I found that setting it to "anyone with a link" worked.
UPDATE – based on comments below
If your spreadsheet has multiple tabs and you want to read anything other than the first sheet, you need to specify a sheetID as described here
spreadsheet_id = "<INSERT YOUR GOOGLE spreadsheetId HERE>"
sheet_id = "<INSERT YOUR GOOGLE sheetId HERE>"
url = f"https://docs.google.com/spreadsheets/d/{spreadsheet_id}/export?gid={sheet_id}&format=csv"
df = pd.read_csv(url)
df.to_excel("my_sheet.xlsx")
Do I need read_excel GoogleSheet for doing further search action on its columns in Python?
I must gather data from the entire Google Sheet file. I need search by sheetname firstly, then gather information by looking up the values in columns.
I started by looking up the two popular solutions on the internet;
First one is, with the gspread package : as it relies on service_account.json info I will not use it.
Second one is, appropriate for me. But it shows how to export as csv file. I need to take data as xlsx file.
code is below;
import pandas as pd
sheet_id=" url "
sheet_name="sample_1"
url=f"https://docs.google...d/{sheet_id}/gviz/tq?tqx=out:csv&sheet={sheet_name}"
I have both info sheet_id and sheet_name but need to export as xlsx file.
Here I see an example how to read an excel file. Is tehre a way to read as excel file but google spreadsheet
Using Pandas to pd.read_excel() for multiple worksheets of the same workbook
xls = pd.ExcelFile('excel_file_path.xls')
# Now you can list all sheets in the file
xls.sheet_names
# ['house', 'house_extra', ...]
# to read just one sheet to dataframe:
df = pd.read_excel(file_name, sheet_name="house")
I have no problem reading a google sheet using the method I found here:
spreadsheet_id = "<INSERT YOUR GOOGLE SHEET ID HERE>"
url = f"https://docs.google.com/spreadsheets/d/{spreadsheet_id}/export?format=csv"
df = pd.read_csv(url)
df.to_excel("my_sheet.xlsx")
You need to set the permissions of your sheet though. I found that setting it to "anyone with a link" worked.
UPDATE – based on comments below
If your spreadsheet has multiple tabs and you want to read anything other than the first sheet, you need to specify a sheetID as described here
spreadsheet_id = "<INSERT YOUR GOOGLE spreadsheetId HERE>"
sheet_id = "<INSERT YOUR GOOGLE sheetId HERE>"
url = f"https://docs.google.com/spreadsheets/d/{spreadsheet_id}/export?gid={sheet_id}&format=csv"
df = pd.read_csv(url)
df.to_excel("my_sheet.xlsx")