diff --git a/Lesson07/Exercise93-94/Reading Data From API.ipynb b/Lesson07/Exercise93-94/Reading Data From API.ipynb
index 6bc9029a..f1d35bf3 100644
--- a/Lesson07/Exercise93-94/Reading Data From API.ipynb	
+++ b/Lesson07/Exercise93-94/Reading Data From API.ipynb	
@@ -60,13 +60,13 @@
     "    \"\"\"\n",
     "    Function to get data about a country from \"https://restcountries.eu\" API\n",
     "    \"\"\"\n",
-    "    country_name=str(country)\n",
+    "    country_name = str(country)\n",
     "    url = serviceurl + country_name\n",
     "    \n",
     "    try: \n",
     "        uh = urllib.request.urlopen(url)\n",
     "    except HTTPError as e:\n",
-    "        print(\"Sorry! Could not retrive anything on {}\".format(country_name))\n",
+    "        print(\"Sorry! Could not retrieve anything on {}\".format(country_name))\n",
     "        return None\n",
     "    except URLError as e:\n",
     "        print('Failed to reach a server.')\n",
@@ -331,7 +331,7 @@
     "            country_dict['Country'].append(y['name'])\n",
     "            country_dict['Capital'].append(y['capital'])\n",
     "            country_dict['Region'].append(y['region'])\n",
-    "            country_dict['Sub-region'].append(y['subregion'])\n",
+    "            country_dict['Sub-Region'].append(y['subregion'])\n",
     "            country_dict['Population'].append(y['population'])\n",
     "            country_dict['Lattitude'].append(y['latlng'][0])\n",
     "            country_dict['Longitude'].append(y['latlng'][1])\n",