diff --git a/anyway/parsers/schools_2025_empty_output.ipynb b/anyway/parsers/schools_2025_empty_output.ipynb
index bf1c71dc..1eff5432 100644
--- a/anyway/parsers/schools_2025_empty_output.ipynb
+++ b/anyway/parsers/schools_2025_empty_output.ipynb
@@ -2191,22 +2191,33 @@
       "metadata": {},
       "source": [
         "import io\n",
-        "#from anyway.parsers.cbs.s3.base import S3DataClass\n",
-        "# S3_BUCKET = \"dfc-anyway\"\n",
-        "# S3_SCHOOLS_FILE_PATH = \"schools_report/output\"\n",
-        "\n",
-        "# def load_school_file_from_s3(filename):\n",
-        "#     s3_bucket = S3DataClass(s3_bucket_name=S3_BUCKET).s3_bucket\n",
-        "#     object = s3_bucket.Object(os.path.join(S3_SCHOOLS_FILE_PATH,filename))\n",
-        "#     data = json.loads(object.get()['Body'])\n",
-        "#     return data\n",
-        "\n",
-        "# def upload_schools_file_to_s3(filename, data):\n",
-        "#     s3_bucket = S3DataClass(s3_bucket_name=S3_BUCKET).s3_bucket\n",
-        "#     with io.BytesIO() as json_buffer:\n",
-        "#         json_buffer.write(json.dumps(data, ensure_ascii=False).encode('utf-8'))\n",
-        "#         json_buffer.seek(0)\n",
-        "#         s3_bucket.upload_fileobj(json_buffer, os.path.join(S3_SCHOOLS_FILE_PATH,filename))\n",
+        "from anyway.parsers.cbs.s3.base import S3DataClass\n",
+        "\n",
+        "S3_BUCKET = \"dfc-anyway\"\n",
+        "# Production API reads schools_report/output — keep generated files off that path.\n",
+        "S3_SCHOOLS_FILE_PATH = \"schools_report/output_2025\"\n",
+        "\n",
+        "\n",
+        "def s3_object_key(filename):\n",
+        "    return f\"{S3_SCHOOLS_FILE_PATH}/{filename}\"\n",
+        "\n",
+        "\n",
+        "def upload_schools_file_to_s3(filename, data):\n",
+        "    s3_bucket = S3DataClass(s3_bucket_name=S3_BUCKET).s3_bucket\n",
+        "    with io.BytesIO() as json_buffer:\n",
+        "        json_buffer.write(json.dumps(data, ensure_ascii=False).encode(\"utf-8\"))\n",
+        "        json_buffer.seek(0)\n",
+        "        key = s3_object_key(filename)\n",
+        "        s3_bucket.upload_fileobj(json_buffer, key)\n",
+        "        print(f\"Uploaded json -> s3://{S3_BUCKET}/{key}\")\n",
+        "\n",
+        "\n",
+        "def upload_local_file_to_s3(local_path, s3_filename=None):\n",
+        "    s3_filename = s3_filename or os.path.basename(local_path)\n",
+        "    key = s3_object_key(s3_filename)\n",
+        "    S3DataClass(s3_bucket_name=S3_BUCKET).s3_bucket.upload_file(local_path, key)\n",
+        "    print(f\"Uploaded {local_path} -> s3://{S3_BUCKET}/{key}\")\n",
+        "\n",
         "\n",
         "schools_data = json.load(open(os.path.join(MAIN_OUTPUT_DIR, \"schools_names.json\")))\n",
         "all_schools_df = pd.DataFrame(schools_data)"
@@ -2298,7 +2309,7 @@
         "    total_dictionary_for_json_api[str(school_id)] = [r for r in injured_schools_per_year_list if r[\"school_id\"] == school_id]\n",
         "with open(os.path.join(schools_results_directory, \"injured_around_schools_api.json\"), 'w', encoding='utf-8') as f:\n",
         "    json.dump(total_dictionary_for_json_api, f, ensure_ascii=False)\n",
-        "#upload_schools_file_to_s3(\"injured_around_schools_api.json\", total_dictionary_for_json_api)\n"
+        "upload_schools_file_to_s3(\"injured_around_schools_api.json\", total_dictionary_for_json_api)\n"
       ],
       "execution_count": null,
       "outputs": []
@@ -2336,9 +2347,9 @@
         "total_dictionary_for_json_api = {}\n",
         "for school_id in all_schools_ids:\n",
         "    total_dictionary_for_json_api[str(school_id)] = [r for r in injured_schools_per_month_list if r[\"school_id\"] == school_id]\n",
-        "#upload_schools_file_to_s3(\"injured_around_schools_months_graphs_data_api.json\", total_dictionary_for_json_api)\n",
         "with open(os.path.join(schools_results_directory, \"injured_around_schools_months_graphs_data_api.json\"), 'w', encoding='utf-8') as f:\n",
-        "    json.dump(total_dictionary_for_json_api, f, ensure_ascii=False)\n"
+        "    json.dump(total_dictionary_for_json_api, f, ensure_ascii=False)\n",
+        "upload_schools_file_to_s3(\"injured_around_schools_months_graphs_data_api.json\", total_dictionary_for_json_api)\n"
       ],
       "execution_count": null,
       "outputs": []
@@ -2376,9 +2387,26 @@
         "total_dictionary_for_json_api = {}\n",
         "for school_id in all_schools_ids:\n",
         "    total_dictionary_for_json_api[str(school_id)] = [r for r in injured_schools_per_sex_list if r[\"school_id\"] == school_id]\n",
-        "#upload_schools_file_to_s3(\"injured_around_schools_sex_graphs_data_api.json\", total_dictionary_for_json_api)\n",
         "with open(os.path.join(schools_results_directory, \"injured_around_schools_sex_graphs_data_api.json\"), 'w', encoding='utf-8') as f:\n",
-        "    json.dump(total_dictionary_for_json_api, f, ensure_ascii=False)"
+        "    json.dump(total_dictionary_for_json_api, f, ensure_ascii=False)\n",
+        "upload_schools_file_to_s3(\"injured_around_schools_sex_graphs_data_api.json\", total_dictionary_for_json_api)"
+      ],
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "### upload generated csvs to S3"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {},
+      "source": [
+        "for csv_path in sorted(glob.glob(os.path.join(schools_results_directory, \"*.csv\"))):\n",
+        "    upload_local_file_to_s3(csv_path)"
       ],
       "execution_count": null,
       "outputs": []