HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648792440



##########
File path: python/docs/source/getting_started/ps_10mins.ipynb
##########
@@ -530,8 +530,8 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Creating Koalas DataFrame from Spark DataFrame.\n",
-    "`to_koalas()` is automatically attached to Spark DataFrame and available 
as an API when Koalas is imported."
+    "Creating pandas-on-Spark DataFrame from Spark DataFrame.\n",
+    "`to_koalas()` is automatically attached to Spark DataFrame and available 
as an API when pandas APIs on Spark is imported."

Review comment:
       ```suggestion
       "`to_koalas()` is automatically attached to Spark DataFrame and 
available as an API when pandas APIs on Spark are imported."
   ```

##########
File path: python/docs/source/getting_started/ps_10mins.ipynb
##########
@@ -1287,7 +1287,7 @@
    "metadata": {},
    "source": [
     "## Missing Data\n",
-    "Koalas primarily uses the value `np.nan` to represent missing data. It is 
by default not included in computations. \n"
+    "Pandas APIs on Spark primarily uses the value `np.nan` to represent 
missing data. It is by default not included in computations. \n"

Review comment:
       ```suggestion
       "Pandas APIs on Spark primarily use the value `np.nan` to represent 
missing data. It is by default not included in computations. \n"
   ```




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