completed crosswalk script. tested script output with the explore notebook and its all matches

Author: csuyat-dot

ntd/annual_ridership_report/explore_rtpa_ntd_crosswalk_update.ipynb

@@ -6496,7 +6496,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 2,
    "id": "aae7d896-1b12-40f7-9388-cc94a279e8cc",
    "metadata": {
     "tags": []
@@ -6522,6 +6522,95 @@
     ")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "10bf938a-2406-4e35-a7b3-15dd52d91033",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 254 entries, 0 to 253\n",
+      "Data columns (total 7 columns):\n",
+      " #   Column         Non-Null Count  Dtype \n",
+      "---  ------         --------------  ----- \n",
+      " 0   ntd_id         254 non-null    object\n",
+      " 1   agency_name    254 non-null    object\n",
+      " 2   reporter_type  254 non-null    object\n",
+      " 3   agency_status  254 non-null    object\n",
+      " 4   city           254 non-null    object\n",
+      " 5   state          254 non-null    object\n",
+      " 6   RTPA           254 non-null    object\n",
+      "dtypes: object(7)\n",
+      "memory usage: 14.0+ KB\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "None"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "90003    1\n",
+       "90293    1\n",
+       "90280    1\n",
+       "90281    1\n",
+       "90282    1\n",
+       "Name: ntd_id, dtype: int64"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "Full Reporter        109\n",
+       "Reduced Reporter      93\n",
+       "Rural Reporter        50\n",
+       "Building Reporter      1\n",
+       "Separate Service       1\n",
+       "Name: reporter_type, dtype: int64"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "Los Angeles County Metropolitan Transportation Authority (LACMTA)                                  2\n",
+       "San Francisco Bay Area Rapid Transit District (BART)                                               1\n",
+       "City of West Hollywood (WEHO) - Business Development Division / Economic Development Department    1\n",
+       "City of Lynwood - Public Works Department                                                          1\n",
+       "City of Malibu - Community Services Department                                                     1\n",
+       "Name: agency_name, dtype: int64"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display(\n",
+    "    xwalk_parquet.info(),\n",
+    "    xwalk_parquet[\"ntd_id\"].value_counts().head(),\n",
+    "    xwalk_parquet[\"reporter_type\"].value_counts(),\n",
+    "    xwalk_parquet[\"agency_name\"].value_counts().head(),\n",
+    ")"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "c75f84f1-679f-421c-b4e6-03f5c7e83b7c",