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@JohnLockwood
Created March 8, 2022 21:05
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gspread_dataframe demo for CodeSolid article
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"source": [
"# Demonstration of gspread_dataframe\n",
"\n",
"This is a companion notebook to the article, [How to Work With Google Sheets in Python and Pandas](https://codesolid.com/google-sheets-in-python-and-pandas/). This notebook shows how to tie it all together into Pandas.\n",
"\n",
"See that article for setup and configuration information you'll need."
]
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"source": [
"import pandas as pd\n",
"import numpy as np\n",
"\n",
"import gspread\n",
"from gspread_dataframe import get_as_dataframe, set_with_dataframe\n",
"\n",
"# Open an existing spreadsheet\n",
"gc = gspread.service_account()\n",
"sh = gc.open(\"AnalyticsSnapshot\")\n",
"\n",
"# Read a worksheet and create it if it doesn't exist\n",
"worksheet_title = \"Pandas Demo\"\n",
"try:\n",
" worksheet = sh.worksheet(worksheet_title)\n",
"except gspread.WorksheetNotFound:\n",
" worksheet = sh.add_worksheet(title=worksheet_title, rows=1000, cols=1000)\n",
"\n",
"# Write a test DataFrame to the worksheet\n",
"df_test = pd.DataFrame(np.arange(64).reshape(8,8))\n",
"set_with_dataframe(worksheet, df_test)\n",
"\n",
"# Get some columns back out\n",
"df_read = get_as_dataframe(worksheet, usecols=[0,1,2], nrows=8, header=None, skiprows=1)\n",
"\n",
"# Display the columns\n",
"df_read\n"
]
}
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