Merge remote-tracking branch 'origin' into open-lab-5

WaltGurley · WaltGurley · commit b7ae9656d38e · 2021-09-29T12:48:29.000-04:00
diff --git a/Open_Lab_3_data_wrangling_with_pandas/filled_Open_Lab_3_data_wrangling_with_pandas.ipynb b/Open_Lab_3_data_wrangling_with_pandas/filled_Open_Lab_3_data_wrangling_with_pandas.ipynb
@@ -574,7 +574,7 @@
    "source": [
     "### Replacing values in a column\n",
     "\n",
-    "We can replace values in a column using by first accessing that column and using the Series method `replace()` (*remember accessing one column from a DataFrame returns a pandas Series*). The `replace()` method can accept a dictionary of items in which the dictionary keys are the values to be replaced and the dictionary values are the new values to be inserted.\n",
+    "We can replace values in a column by first accessing the column and using the Series method `replace()` (*remember accessing one column from a DataFrame returns a pandas Series*). The `replace()` method can accept a dictionary of items in which the dictionary keys are the values to be replaced and the dictionary values are the new values to be inserted.\n",
     "\n",
     "We will demonstrate this method by replacing the values `Y` and `N` in the `Cataloged` column to the more explicit values `Yes` and `No`, respectively. Also, we will edit the DataFrame directly by including the keyword argument `inplace=True`."
    ],
