[Examples] Small change to number of airports (#1148)

*Issue #, if available:* *Description of changes:* Small change in air traffic example. By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.
awslabs · Jan 29, 2025 · 4c9b91a · 4c9b91a
1 parent 7c053cf
commit 4c9b91a
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Showing 2 changed files with 20 additions and 6 deletions.
diff --git a/examples/network_traffic_prediction/Air_Traffic_Data_Exp&Gc.ipynb b/examples/network_traffic_prediction/Air_Traffic_Data_Exp&Gc.ipynb
@@ -534,7 +534,12 @@
     "    \"features\": [\n",
     "        {\n",
     "            \"feature_col\": \"demands\",\n",
-    "            \"feature_name\": \"demands\"\n",
+    "            \"feature_name\": \"demands\",\n",
+    "            \"transform\": {\n",
+    "                        \"name\": \"max_min_norm\",\n",
+    "                        \"max_val\": 10.0,\n",
+    "                        \"min_val\": 0.0\n",
+    "                    }\n",
     "        }\n",
     "    ]\n",
     "}\n",
@@ -555,11 +560,21 @@
     "    \"features\": [\n",
     "        {\n",
     "            \"feature_col\": \"capacity\",\n",
-    "            \"feature_name\": \"capacity\"\n",
+    "            \"feature_name\": \"capacity\",\n",
+    "            \"transform\": {\n",
+    "                        \"name\": \"max_min_norm\",\n",
+    "                        \"max_val\": 10.0,\n",
+    "                        \"min_val\": 0.0\n",
+    "                    }\n",
     "        },\n",
     "        {\n",
     "            \"feature_col\": \"traffics\",\n",
-    "            \"feature_name\": \"traffics\"\n",
+    "            \"feature_name\": \"traffics\",\n",
+    "            \"transform\": {\n",
+    "                        \"name\": \"max_min_norm\",\n",
+    "                        \"max_val\": 10.0,\n",
+    "                        \"min_val\": 0.0\n",
+    "                    }\n",
     "        }\n",
     "    ]\n",
     "}\n",

diff --git a/examples/network_traffic_prediction/Synthetic_Airport_Traffic_wAirlines.ipynb b/examples/network_traffic_prediction/Synthetic_Airport_Traffic_wAirlines.ipynb
@@ -154,10 +154,9 @@
     }
    ],
    "source": [
-    "# Extract first 1000 major airports\n",
-    "airports_df = fetch_airports_data(N=1000)\n",
+    "# Extract first 400 major airports\n",
+    "airports_df = fetch_airports_data(N=400)\n",
     "\n",
-    "# Turns out there are only 471 major airports\n",
     "print(airports_df.shape)"
    ]
   },