Collab 10 - Pre procesado de datos con TensorFlow Transform (TFT).ipynb

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  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "name": "Collab 10 - Pre procesado de datos con TensorFlow Transform (TFT).ipynb",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
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  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "yjtZl8sn_OjB"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/joanby/tensorflow2/blob/master/Collab%2010%20-%20Pre%20procesado%20de%20datos%20con%20TensorFlow%20Transform%20(TFT).ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "mrTvQdliQwfq"
      },
      "source": [
        "## Paso 1: Instalar las dependencias y configurar el entorno"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "AMz_jKWTQnMi",
        "outputId": "cdc2ae95-8a89-441e-d558-d1d9fd4aeffa",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 680
        }
      },
      "source": [
        "!pip install -q --upgrade tensorflow-transform"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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            "\u001b[?25h  Building wheel for hdfs (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for oauth2client (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for dill (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for future (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for avro-python3 (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for google-apitools (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for grpc-google-iam-v1 (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for idna-ssl (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "\u001b[31mERROR: pydrive 1.3.1 has requirement oauth2client>=4.0.0, but you'll have oauth2client 3.0.0 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: multiprocess 0.70.10 has requirement dill>=0.3.2, but you'll have dill 0.3.1.1 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: google-colab 1.0.0 has requirement google-auth~=1.17.2, but you'll have google-auth 1.22.0 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: google-colab 1.0.0 has requirement requests~=2.23.0, but you'll have requests 2.24.0 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: datascience 0.10.6 has requirement folium==0.2.1, but you'll have folium 0.8.3 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: google-cloud-spanner 1.19.0 has requirement google-cloud-core<2.0dev,>=1.4.1, but you'll have google-cloud-core 1.0.3 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: google-cloud-bigtable 1.5.0 has requirement google-cloud-core<2.0dev,>=1.4.1, but you'll have google-cloud-core 1.0.3 which is incompatible.\u001b[0m\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YyNjBSaV_vx1"
      },
      "source": [
        "import os\n",
        "os.kill(os.getpid(), 9)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "LrLStnUMRkRJ"
      },
      "source": [
        "## Paso 2: Importar las dependencias del proyecto"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PdITrI4DRcU0"
      },
      "source": [
        "import tempfile\n",
        "import pandas as pd\n",
        "import tensorflow as tf\n",
        "import tensorflow_transform as tft\n",
        "import tensorflow_transform.beam.impl as tft_beam\n",
        "from tensorflow_transform.tf_metadata import schema_utils\n",
        "\n",
        "from __future__ import print_function\n",
        "from tensorflow_transform.tf_metadata import dataset_metadata, dataset_schema"
      ],
      "execution_count": 10,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Vt7k2HebR5FS"
      },
      "source": [
        "## Paso 3: Pre procesado de datos"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ozq6hsu1R8lx"
      },
      "source": [
        "### Cargar el dataset de polución"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lgAJhVuyR7ub"
      },
      "source": [
        "dataset = pd.read_csv(\"https://raw.githubusercontent.com/joanby/tensorflow2/master/datasets/pollution-small.csv\")"
      ],
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Qa0aE--JTBtc",
        "outputId": "2fccbf6e-5a05-4cd8-a3d0-17fe1e295dc6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        }
      },
      "source": [
        "dataset.head()"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
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              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Date</th>\n",
              "      <th>pm10</th>\n",
              "      <th>no2</th>\n",
              "      <th>so2</th>\n",
              "      <th>soot</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1/1/2009</td>\n",
              "      <td>98.67</td>\n",
              "      <td>14.10</td>\n",
              "      <td>44.38</td>\n",
              "      <td>34.81</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>1/2/2009</td>\n",
              "      <td>52.33</td>\n",
              "      <td>14.10</td>\n",
              "      <td>29.75</td>\n",
              "      <td>33.06</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>1/3/2009</td>\n",
              "      <td>74.67</td>\n",
              "      <td>20.50</td>\n",
              "      <td>36.25</td>\n",
              "      <td>39.25</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>1/4/2009</td>\n",
              "      <td>72.00</td>\n",
              "      <td>17.30</td>\n",
              "      <td>46.44</td>\n",
              "      <td>34.38</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>1/5/2009</td>\n",
              "      <td>81.00</td>\n",
              "      <td>25.64</td>\n",
              "      <td>56.56</td>\n",
              "      <td>45.59</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       Date   pm10    no2    so2   soot\n",
              "0  1/1/2009  98.67  14.10  44.38  34.81\n",
              "1  1/2/2009  52.33  14.10  29.75  33.06\n",
              "2  1/3/2009  74.67  20.50  36.25  39.25\n",
              "3  1/4/2009  72.00  17.30  46.44  34.38\n",
              "4  1/5/2009  81.00  25.64  56.56  45.59"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "W7ezQp6pR_iS"
      },
      "source": [
        "### Eliminar la columna de la fecha"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qGY8xFubSCqT"
      },
      "source": [
        "features = dataset.drop(\"Date\", axis=1)"
      ],
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VFVG-KxFTTyh",
        "outputId": "e9ace5be-97c6-49fe-937a-2dbf71cb39b2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        }
      },
      "source": [
        "features.head()"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>pm10</th>\n",
              "      <th>no2</th>\n",
              "      <th>so2</th>\n",
              "      <th>soot</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>98.67</td>\n",
              "      <td>14.10</td>\n",
              "      <td>44.38</td>\n",
              "      <td>34.81</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>52.33</td>\n",
              "      <td>14.10</td>\n",
              "      <td>29.75</td>\n",
              "      <td>33.06</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>74.67</td>\n",
              "      <td>20.50</td>\n",
              "      <td>36.25</td>\n",
              "      <td>39.25</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>72.00</td>\n",
              "      <td>17.30</td>\n",
              "      <td>46.44</td>\n",
              "      <td>34.38</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>81.00</td>\n",
              "      <td>25.64</td>\n",
              "      <td>56.56</td>\n",
              "      <td>45.59</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "    pm10    no2    so2   soot\n",
              "0  98.67  14.10  44.38  34.81\n",
              "1  52.33  14.10  29.75  33.06\n",
              "2  74.67  20.50  36.25  39.25\n",
              "3  72.00  17.30  46.44  34.38\n",
              "4  81.00  25.64  56.56  45.59"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "rqAeENlvSDFJ"
      },
      "source": [
        "### Convertir el dataset de dataframe a lista de diccionarios de Python"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "kIfni3CZSGfD"
      },
      "source": [
        "dict_features = list(features.to_dict(\"index\").values())"
      ],
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2Z3Fmp5uTyWL",
        "outputId": "672f6e59-c404-4316-9316-c8dfff3831e8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 51
        }
      },
      "source": [
        "dict_features[:2]"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[{'no2': 14.1, 'pm10': 98.67, 'so2': 44.38, 'soot': 34.81},\n",
              " {'no2': 14.1, 'pm10': 52.33, 'so2': 29.75, 'soot': 33.06}]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "c4Uj7Ha0T8Y7"
      },
      "source": [
        "### Definir los metadatos del dataset"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FpixW1DoT0Ea"
      },
      "source": [
        "data_metadata = dataset_metadata.DatasetMetadata(\n",
        "    schema_utils.schema_from_feature_spec({\n",
        "        \"no2\":tf.io.FixedLenFeature([], tf.float32),\n",
        "        \"so2\":tf.io.FixedLenFeature([], tf.float32),\n",
        "        \"pm10\":tf.io.FixedLenFeature([], tf.float32),\n",
        "        \"soot\":tf.io.FixedLenFeature([], tf.float32),\n",
        "    }\n",
        "    )\n",
        ")"
      ],
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "cU7t57RzU_zS",
        "outputId": "6d359177-8d2f-4c25-fbf4-66c0ffd070c7",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "data_metadata"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'_schema': feature {\n",
              "  name: \"no2\"\n",
              "  type: FLOAT\n",
              "  presence {\n",
              "    min_fraction: 1.0\n",
              "  }\n",
              "  shape {\n",
              "  }\n",
              "}\n",
              "feature {\n",
              "  name: \"pm10\"\n",
              "  type: FLOAT\n",
              "  presence {\n",
              "    min_fraction: 1.0\n",
              "  }\n",
              "  shape {\n",
              "  }\n",
              "}\n",
              "feature {\n",
              "  name: \"so2\"\n",
              "  type: FLOAT\n",
              "  presence {\n",
              "    min_fraction: 1.0\n",
              "  }\n",
              "  shape {\n",
              "  }\n",
              "}\n",
              "feature {\n",
              "  name: \"soot\"\n",
              "  type: FLOAT\n",
              "  presence {\n",
              "    min_fraction: 1.0\n",
              "  }\n",
              "  shape {\n",
              "  }\n",
              "}\n",
              "}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "uyxr8dE6VwVe"
      },
      "source": [
        "## Paso 4:La función preprocessing"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jUxowALmVlIi"
      },
      "source": [
        "def preprocessing_fn(inputs):\n",
        "    \n",
        "    no2 = inputs['no2']\n",
        "    pm10 = inputs['pm10']\n",
        "    so2 = inputs['so2']\n",
        "    soot = inputs['soot']\n",
        "    \n",
        "    no2_normalized = no2 - tft.mean(no2)\n",
        "    so2_normalized = so2 - tft.mean(so2)\n",
        "    \n",
        "    pm10_normalized = tft.scale_to_0_1(pm10)\n",
        "    soot_normalized = tft.scale_by_min_max(soot)\n",
        "    \n",
        "    return {\n",
        "        \"no2_normalized\":no2_normalized,\n",
        "        \"so2_normalized\":so2_normalized,\n",
        "        \"pm10_normalized\":pm10_normalized,\n",
        "        \"soot_normalized\":soot_normalized\n",
        "    }"
      ],
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Lqt-Hb7EX1rU"
      },
      "source": [
        "## Paso 5: Pongámoslo todo a la vez\n",
        "\n",
        "Tensorflow Transform utiliza **Apache Beam** en segundo plano para llevar a cabo transformaciones de datos escalables. En esta función usaremos un ejecutor directo (direct runner).\n",
        "\n",
        "Argumentos para el ejector:\n",
        "\n",
        "    dict_features - Nuestro dataset convertido a diccionario de Python.\n",
        "    data_metadata - Los meta datos de nuestro dataset que hemos creado.\n",
        "    preprocessing_fn - La función de pre procesado principal. Se llamará para aplicar la operación de pre procesado columna a columna.\n",
        "\n",
        "\n",
        "El problema es que la sintaxis de Apache Beam es un poco especial. Se utiliza para apilar operaciones e invocar transformaciones en nuestros datos en formato de *pipe*.\n",
        "\n",
        "```\n",
        "resultado = dato_a_pasar | donde_pasar_el_dato\n",
        "```\n",
        "\n",
        "En nuestro caso sería algo como:\n",
        "\n",
        "**resultado**  -> `transformed_dataset, transform_fn`\n",
        "\n",
        "**dato_a_pasar** -> `(dict_features, data_metadata)`\n",
        "\n",
        "**donde_pasar_el_dato** -> `tft_beam.AnalyzeAndTransformDataset(preprocessing_fn)` \n",
        "\n",
        "```\n",
        "transformed_dataset, transform_fn = ((dict_features, data_metadata) | tft_beam.AnalyzeAndTransformDataset(preprocessing_fn))\n",
        "\n",
        "```\n",
        "\n",
        "Si te interesa aprender más acerca de esta sintaxis, déjame que te recomende el siguiente link:\n",
        "https://beam.apache.org/documentation/programming-guide/#applying-transforms\n",
        "\n",
        "LINKS:\n",
        "> Mas acerca de Apache Beam: https://beam.apache.org/ "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yiEeuPhVXrt6"
      },
      "source": [
        "def data_transform():\n",
        "    \n",
        "    with tft_beam.Context(temp_dir=tempfile.mkdtemp()):\n",
        "        transformed_dataset, transform_fn = ((dict_features, data_metadata) | tft_beam.AnalyzeAndTransformDataset(preprocessing_fn))\n",
        "        \n",
        "    transformed_data, transformed_metadata = transformed_dataset\n",
        "    \n",
        "    for i in range(len(transformed_data)):\n",
        "        print(\"Raw: \", dict_features[i])\n",
        "        print(\"Transformed:\", transformed_data[i])"
      ],
      "execution_count": 14,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "R_Kw8RCHbBhS",
        "outputId": "215b09c6-7b8b-497c-ef50-3e8ec62c79a8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "data_transform()"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Tensorflow version (2.3.0) found. Note that Tensorflow Transform support for TF 2.0 is currently in beta, and features such as tf.function may not work as intended. \n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:apache_beam.runners.interactive.interactive_environment:Dependencies required for Interactive Beam PCollection visualization are not available, please use: `pip install apache-beam[interactive]` to install necessary dependencies to enable all data visualization features.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "\n",
              "        if (typeof window.interactive_beam_jquery == 'undefined') {\n",
              "          var jqueryScript = document.createElement('script');\n",
              "          jqueryScript.src = 'https://code.jquery.com/jquery-3.4.1.slim.min.js';\n",
              "          jqueryScript.type = 'text/javascript';\n",
              "          jqueryScript.onload = function() {\n",
              "            var datatableScript = document.createElement('script');\n",
              "            datatableScript.src = 'https://cdn.datatables.net/1.10.20/js/jquery.dataTables.min.js';\n",
              "            datatableScript.type = 'text/javascript';\n",
              "            datatableScript.onload = function() {\n",
              "              window.interactive_beam_jquery = jQuery.noConflict(true);\n",
              "              window.interactive_beam_jquery(document).ready(function($){\n",
              "                \n",
              "              });\n",
              "            }\n",
              "            document.head.appendChild(datatableScript);\n",
              "          };\n",
              "          document.head.appendChild(jqueryScript);\n",
              "        } else {\n",
              "          window.interactive_beam_jquery(document).ready(function($){\n",
              "            \n",
              "          });\n",
              "        }"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "display_data",
          "data": {
            "application/javascript": [
              "\n",
              "        var import_html = () => {\n",
              "          ['https://raw.githubusercontent.com/PAIR-code/facets/1.0.0/facets-dist/facets-jupyter.html'].forEach(href => {\n",
              "            var link = document.createElement('link');\n",
              "            link.rel = 'import'\n",
              "            link.href = href;\n",
              "            document.head.appendChild(link);\n",
              "          });\n",
              "        }\n",
              "        if ('import' in document.createElement('link')) {\n",
              "          import_html();\n",
              "        } else {\n",
              "          var webcomponentScript = document.createElement('script');\n",
              "          webcomponentScript.src = 'https://cdnjs.cloudflare.com/ajax/libs/webcomponentsjs/1.3.3/webcomponents-lite.js';\n",
              "          webcomponentScript.type = 'text/javascript';\n",
              "          webcomponentScript.onload = function(){\n",
              "            import_html();\n",
              "          };\n",
              "          document.head.appendChild(webcomponentScript);\n",
              "        }"
            ]
          },
          "metadata": {
            "tags": []
          }
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Tensorflow version (2.3.0) found. Note that Tensorflow Transform support for TF 2.0 is currently in beta, and features such as tf.function may not work as intended. \n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Tensorflow version (2.3.0) found. Note that Tensorflow Transform support for TF 2.0 is currently in beta, and features such as tf.function may not work as intended. \n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:You are passing instance dicts and DatasetMetadata to TFT which will not provide optimal performance. Consider following the TFT guide to upgrade to the TFXIO format (Apache Arrow RecordBatch).\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:You are passing instance dicts and DatasetMetadata to TFT which will not provide optimal performance. Consider following the TFT guide to upgrade to the TFXIO format (Apache Arrow RecordBatch).\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow_transform/tf_utils.py:218: Tensor.experimental_ref (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "Use ref() instead.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow_transform/tf_utils.py:218: Tensor.experimental_ref (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "Use ref() instead.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/python/saved_model/signature_def_utils_impl.py:201: build_tensor_info (from tensorflow.python.saved_model.utils_impl) is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "This function will only be available through the v1 compatibility library as tf.compat.v1.saved_model.utils.build_tensor_info or tf.compat.v1.saved_model.build_tensor_info.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/python/saved_model/signature_def_utils_impl.py:201: build_tensor_info (from tensorflow.python.saved_model.utils_impl) is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "This function will only be available through the v1 compatibility library as tf.compat.v1.saved_model.utils.build_tensor_info or tf.compat.v1.saved_model.build_tensor_info.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Assets added to graph.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Assets added to graph.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:No assets to write.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:No assets to write.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_analyzer_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_analyzer_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_mapper_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_mapper_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:SavedModel written to: /tmp/tmpjz2u8cqt/tftransform_tmp/a6bc5753a15b450c9de9fadfb8a9c07a/saved_model.pb\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:SavedModel written to: /tmp/tmpjz2u8cqt/tftransform_tmp/a6bc5753a15b450c9de9fadfb8a9c07a/saved_model.pb\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Assets added to graph.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Assets added to graph.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:No assets to write.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:No assets to write.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_analyzer_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_analyzer_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_mapper_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Issue encountered when serializing tft_mapper_use.\n",
            "Type is unsupported, or the types of the items don't match field type in CollectionDef. Note this is a warning and probably safe to ignore.\n",
            "'Counter' object has no attribute 'name'\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:SavedModel written to: /tmp/tmpjz2u8cqt/tftransform_tmp/1d37ec4633bf459a81effd3b79a110d2/saved_model.pb\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:SavedModel written to: /tmp/tmpjz2u8cqt/tftransform_tmp/1d37ec4633bf459a81effd3b79a110d2/saved_model.pb\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Tensorflow version (2.3.0) found. Note that Tensorflow Transform support for TF 2.0 is currently in beta, and features such as tf.function may not work as intended. \n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:Tensorflow version (2.3.0) found. Note that Tensorflow Transform support for TF 2.0 is currently in beta, and features such as tf.function may not work as intended. \n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:You are passing instance dicts and DatasetMetadata to TFT which will not provide optimal performance. Consider following the TFT guide to upgrade to the TFXIO format (Apache Arrow RecordBatch).\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:You are passing instance dicts and DatasetMetadata to TFT which will not provide optimal performance. Consider following the TFT guide to upgrade to the TFXIO format (Apache Arrow RecordBatch).\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Assets added to graph.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Assets added to graph.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:No assets to write.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:No assets to write.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:SavedModel written to: /tmp/tmpjz2u8cqt/tftransform_tmp/0c96a28531dc4796b077f44c881e80b6/saved_model.pb\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:SavedModel written to: /tmp/tmpjz2u8cqt/tftransform_tmp/0c96a28531dc4796b077f44c881e80b6/saved_model.pb\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "INFO:tensorflow:Saver not created because there are no variables in the graph to restore\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Raw:  {'pm10': 98.67, 'no2': 14.1, 'so2': 44.38, 'soot': 34.81}\n",
            "Transformed: {'no2_normalized': -18.577978, 'pm10_normalized': 0.34071696, 'so2_normalized': 28.855408, 'soot_normalized': 0.2834235}\n",
            "Raw:  {'pm10': 52.33, 'no2': 14.1, 'so2': 29.75, 'soot': 33.06}\n",
            "Transformed: {'no2_normalized': -18.577978, 'pm10_normalized': 0.16963857, 'so2_normalized': 14.225407, 'soot_normalized': 0.26620758}\n",
            "Raw:  {'pm10': 74.67, 'no2': 20.5, 'so2': 36.25, 'soot': 39.25}\n",
            "Transformed: {'no2_normalized': -12.1779785, 'pm10_normalized': 0.25211355, 'so2_normalized': 20.725407, 'soot_normalized': 0.32710278}\n",
            "Raw:  {'pm10': 72.0, 'no2': 17.3, 'so2': 46.44, 'soot': 34.38}\n",
            "Transformed: {'no2_normalized': -15.377979, 'pm10_normalized': 0.24225645, 'so2_normalized': 30.915405, 'soot_normalized': 0.2791933}\n",
            "Raw:  {'pm10': 81.0, 'no2': 25.64, 'so2': 56.56, 'soot': 45.59}\n",
            "Transformed: {'no2_normalized': -7.037979, 'pm10_normalized': 0.2754827, 'so2_normalized': 41.035408, 'soot_normalized': 0.38947365}\n",
            "Raw:  {'pm10': 147.0, 'no2': 25.2, 'so2': 42.38, 'soot': 69.33}\n",
            "Transformed: {'no2_normalized': -7.4779778, 'pm10_normalized': 0.51914203, 'so2_normalized': 26.855408, 'soot_normalized': 0.6230202}\n",
            "Raw:  {'pm10': 185.0, 'no2': 21.91, 'so2': 71.69, 'soot': 84.06}\n",
            "Transformed: {'no2_normalized': -10.767979, 'pm10_normalized': 0.6594307, 'so2_normalized': 56.16541, 'soot_normalized': 0.7679291}\n",
            "Raw:  {'pm10': 148.67, 'no2': 25.09, 'so2': 51.75, 'soot': 74.41}\n",
            "Transformed: {'no2_normalized': -7.5879784, 'pm10_normalized': 0.5253073, 'so2_normalized': 36.225407, 'soot_normalized': 0.67299557}\n",
            "Raw:  {'pm10': 216.0, 'no2': 37.27, 'so2': 63.47, 'soot': 64.06}\n",
            "Transformed: {'no2_normalized': 4.592022, 'pm10_normalized': 0.7738767, 'so2_normalized': 47.945408, 'soot_normalized': 0.5711755}\n",
            "Raw:  {'pm10': 135.67, 'no2': 23.18, 'so2': 63.13, 'soot': 58.94}\n",
            "Transformed: {'no2_normalized': -9.497978, 'pm10_normalized': 0.47731382, 'so2_normalized': 47.605408, 'soot_normalized': 0.52080667}\n",
            "Raw:  {'pm10': 138.67, 'no2': 21.64, 'so2': 67.56, 'soot': 49.65}\n",
            "Transformed: {'no2_normalized': -11.037979, 'pm10_normalized': 0.48838922, 'so2_normalized': 52.035404, 'soot_normalized': 0.42941466}\n",
            "Raw:  {'pm10': 96.67, 'no2': 21.0, 'so2': 84.24, 'soot': 49.83}\n",
            "Transformed: {'no2_normalized': -11.6779785, 'pm10_normalized': 0.33333334, 'so2_normalized': 68.71541, 'soot_normalized': 0.43118542}\n",
            "Raw:  {'pm10': 101.0, 'no2': 22.64, 'so2': 83.06, 'soot': 46.44}\n",
            "Transformed: {'no2_normalized': -10.037979, 'pm10_normalized': 0.34931886, 'so2_normalized': 67.5354, 'soot_normalized': 0.39783567}\n",
            "Raw:  {'pm10': 129.33, 'no2': 25.42, 'so2': 78.11, 'soot': 55.53}\n",
            "Transformed: {'no2_normalized': -7.2579784, 'pm10_normalized': 0.4539078, 'so2_normalized': 62.585407, 'soot_normalized': 0.48726016}\n",
            "Raw:  {'pm10': 101.0, 'no2': 21.42, 'so2': 52.44, 'soot': 42.42}\n",
            "Transformed: {'no2_normalized': -11.257978, 'pm10_normalized': 0.34931886, 'so2_normalized': 36.915405, 'soot_normalized': 0.3582882}\n",
            "Raw:  {'pm10': 83.67, 'no2': 47.08, 'so2': 44.94, 'soot': 39.84}\n",
            "Transformed: {'no2_normalized': 14.402023, 'pm10_normalized': 0.28533983, 'so2_normalized': 29.415405, 'soot_normalized': 0.33290702}\n",
            "Raw:  {'pm10': 88.67, 'no2': 24.75, 'so2': 41.67, 'soot': 47.79}\n",
            "Transformed: {'no2_normalized': -7.9279785, 'pm10_normalized': 0.30379888, 'so2_normalized': 26.145405, 'soot_normalized': 0.41111657}\n",
            "Raw:  {'pm10': 149.33, 'no2': 34.75, 'so2': 87.22, 'soot': 83.79}\n",
            "Transformed: {'no2_normalized': 2.0720215, 'pm10_normalized': 0.52774394, 'so2_normalized': 71.695404, 'soot_normalized': 0.765273}\n",
            "Raw:  {'pm10': 41.0, 'no2': 32.08, 'so2': 52.89, 'soot': 46.42}\n",
            "Transformed: {'no2_normalized': -0.5979767, 'pm10_normalized': 0.12781039, 'so2_normalized': 37.365406, 'soot_normalized': 0.39763892}\n",
            "Raw:  {'pm10': 46.33, 'no2': 26.5, 'so2': 36.5, 'soot': 27.76}\n",
            "Transformed: {'no2_normalized': -6.1779785, 'pm10_normalized': 0.14748773, 'so2_normalized': 20.975407, 'soot_normalized': 0.21406788}\n",
            "Raw:  {'pm10': 26.67, 'no2': 19.67, 'so2': 28.59, 'soot': 16.28}\n",
            "Transformed: {'no2_normalized': -13.007978, 'pm10_normalized': 0.07490678, 'so2_normalized': 13.065407, 'soot_normalized': 0.101131335}\n",
            "Raw:  {'pm10': 28.33, 'no2': 23.42, 'so2': 19.82, 'soot': 18.17}\n",
            "Transformed: {'no2_normalized': -9.257978, 'pm10_normalized': 0.08103518, 'so2_normalized': 4.2954063, 'soot_normalized': 0.11972454}\n",
            "Raw:  {'pm10': 40.67, 'no2': 25.58, 'so2': 17.94, 'soot': 28.56}\n",
            "Transformed: {'no2_normalized': -7.0979786, 'pm10_normalized': 0.12659208, 'so2_normalized': 2.4154072, 'soot_normalized': 0.221938}\n",
            "Raw:  {'pm10': 38.0, 'no2': 30.33, 'so2': 19.88, 'soot': 27.39}\n",
            "Transformed: {'no2_normalized': -2.3479786, 'pm10_normalized': 0.11673496, 'so2_normalized': 4.355406, 'soot_normalized': 0.21042792}\n",
            "Raw:  {'pm10': 25.0, 'no2': 25.33, 'so2': 16.88, 'soot': 16.17}\n",
            "Transformed: {'no2_normalized': -7.3479786, 'pm10_normalized': 0.068741456, 'so2_normalized': 1.3554058, 'soot_normalized': 0.10004918}\n",
            "Raw:  {'pm10': 48.67, 'no2': 32.5, 'so2': 20.35, 'soot': 29.11}\n",
            "Transformed: {'no2_normalized': -0.17797852, 'pm10_normalized': 0.15612654, 'so2_normalized': 4.825407, 'soot_normalized': 0.22734874}\n",
            "Raw:  {'pm10': 35.67, 'no2': 27.42, 'so2': 25.47, 'soot': 22.28}\n",
            "Transformed: {'no2_normalized': -5.2579784, 'pm10_normalized': 0.10813304, 'so2_normalized': 9.945406, 'soot_normalized': 0.1601574}\n",
            "Raw:  {'pm10': 21.33, 'no2': 18.83, 'so2': 15.83, 'soot': 19.88}\n",
            "Transformed: {'no2_normalized': -13.847979, 'pm10_normalized': 0.055192526, 'so2_normalized': 0.30540657, 'soot_normalized': 0.13654695}\n",
            "Raw:  {'pm10': 16.67, 'no2': 17.5, 'so2': 14.44, 'soot': 23.71}\n",
            "Transformed: {'no2_normalized': -15.1779785, 'pm10_normalized': 0.037988704, 'so2_normalized': -1.0845938, 'soot_normalized': 0.17422526}\n",
            "Raw:  {'pm10': 29.33, 'no2': 15.42, 'so2': 15.28, 'soot': 27.61}\n",
            "Transformed: {'no2_normalized': -17.257978, 'pm10_normalized': 0.084727, 'so2_normalized': -0.24459362, 'soot_normalized': 0.21259221}\n",
            "Raw:  {'pm10': 31.33, 'no2': 17.0, 'so2': 17.39, 'soot': 24.33}\n",
            "Transformed: {'no2_normalized': -15.6779785, 'pm10_normalized': 0.09211061, 'so2_normalized': 1.865406, 'soot_normalized': 0.18032463}\n",
            "Raw:  {'pm10': 25.67, 'no2': 14.58, 'so2': 20.39, 'soot': 23.0}\n",
            "Transformed: {'no2_normalized': -18.097979, 'pm10_normalized': 0.071214974, 'so2_normalized': 4.865406, 'soot_normalized': 0.16724052}\n",
            "Raw:  {'pm10': 21.33, 'no2': 14.92, 'so2': 25.11, 'soot': 19.78}\n",
            "Transformed: {'no2_normalized': -17.757978, 'pm10_normalized': 0.055192526, 'so2_normalized': 9.585407, 'soot_normalized': 0.13556321}\n",
            "Raw:  {'pm10': 19.67, 'no2': 10.42, 'so2': 20.88, 'soot': 19.79}\n",
            "Transformed: {'no2_normalized': -22.257978, 'pm10_normalized': 0.049064126, 'so2_normalized': 5.355406, 'soot_normalized': 0.13566159}\n",
            "Raw:  {'pm10': 49.67, 'no2': 14.58, 'so2': 19.22, 'soot': 29.84}\n",
            "Transformed: {'no2_normalized': -18.097979, 'pm10_normalized': 0.15981835, 'so2_normalized': 3.695406, 'soot_normalized': 0.23453024}\n",
            "Raw:  {'pm10': 62.0, 'no2': 30.08, 'so2': 27.06, 'soot': 48.0}\n",
            "Transformed: {'no2_normalized': -2.5979786, 'pm10_normalized': 0.20533834, 'so2_normalized': 11.535406, 'soot_normalized': 0.41318247}\n",
            "Raw:  {'pm10': 30.67, 'no2': 27.67, 'so2': 21.61, 'soot': 35.68}\n",
            "Transformed: {'no2_normalized': -5.0079784, 'pm10_normalized': 0.08967402, 'so2_normalized': 6.0854073, 'soot_normalized': 0.29198226}\n",
            "Raw:  {'pm10': 29.33, 'no2': 19.58, 'so2': 16.39, 'soot': 23.11}\n",
            "Transformed: {'no2_normalized': -13.097979, 'pm10_normalized': 0.084727, 'so2_normalized': 0.86540604, 'soot_normalized': 0.16832267}\n",
            "Raw:  {'pm10': 27.0, 'no2': 16.17, 'so2': 15.11, 'soot': 23.79}\n",
            "Transformed: {'no2_normalized': -16.507978, 'pm10_normalized': 0.07612507, 'so2_normalized': -0.4145937, 'soot_normalized': 0.17501229}\n",
            "Raw:  {'pm10': 12.67, 'no2': 14.5, 'so2': 11.5, 'soot': 15.94}\n",
            "Transformed: {'no2_normalized': -18.177979, 'pm10_normalized': 0.02322147, 'so2_normalized': -4.0245934, 'soot_normalized': 0.097786516}\n",
            "Raw:  {'pm10': 30.33, 'no2': 25.0, 'so2': 17.67, 'soot': 30.05}\n",
            "Transformed: {'no2_normalized': -7.6779785, 'pm10_normalized': 0.088418804, 'so2_normalized': 2.1454067, 'soot_normalized': 0.23659614}\n",
            "Raw:  {'pm10': 22.0, 'no2': 21.0, 'so2': 15.56, 'soot': 24.05}\n",
            "Transformed: {'no2_normalized': -11.6779785, 'pm10_normalized': 0.057666037, 'so2_normalized': 0.035407066, 'soot_normalized': 0.17757007}\n",
            "Raw:  {'pm10': 18.33, 'no2': 17.82, 'so2': 14.33, 'soot': 17.21}\n",
            "Transformed: {'no2_normalized': -14.857979, 'pm10_normalized': 0.044117104, 'so2_normalized': -1.1945934, 'soot_normalized': 0.11028036}\n",
            "Raw:  {'pm10': 21.33, 'no2': 17.55, 'so2': 17.35, 'soot': 17.83}\n",
            "Transformed: {'no2_normalized': -15.127979, 'pm10_normalized': 0.055192526, 'so2_normalized': 1.825407, 'soot_normalized': 0.11637972}\n",
            "Raw:  {'pm10': 24.0, 'no2': 15.91, 'so2': 13.76, 'soot': 16.94}\n",
            "Transformed: {'no2_normalized': -16.767979, 'pm10_normalized': 0.06504965, 'so2_normalized': -1.7645931, 'soot_normalized': 0.1076242}\n",
            "Raw:  {'pm10': 18.67, 'no2': 12.91, 'so2': 13.35, 'soot': 14.89}\n",
            "Transformed: {'no2_normalized': -19.767979, 'pm10_normalized': 0.04537232, 'so2_normalized': -2.174593, 'soot_normalized': 0.08745696}\n",
            "Raw:  {'pm10': 35.33, 'no2': 23.18, 'so2': 16.35, 'soot': 22.06}\n",
            "Transformed: {'no2_normalized': -9.497978, 'pm10_normalized': 0.10687784, 'so2_normalized': 0.825407, 'soot_normalized': 0.1579931}\n",
            "Raw:  {'pm10': 37.0, 'no2': 32.27, 'so2': 21.65, 'soot': 33.83}\n",
            "Transformed: {'no2_normalized': -0.40797806, 'pm10_normalized': 0.11304315, 'so2_normalized': 6.1254063, 'soot_normalized': 0.27378258}\n",
            "Raw:  {'pm10': 33.33, 'no2': 19.33, 'so2': 16.28, 'soot': 25.68}\n",
            "Transformed: {'no2_normalized': -13.347979, 'pm10_normalized': 0.09949423, 'so2_normalized': 0.75540733, 'soot_normalized': 0.1936055}\n",
            "Raw:  {'pm10': 20.0, 'no2': 13.67, 'so2': 18.56, 'soot': 19.53}\n",
            "Transformed: {'no2_normalized': -19.007978, 'pm10_normalized': 0.050282422, 'so2_normalized': 3.035406, 'soot_normalized': 0.13310379}\n",
            "Raw:  {'pm10': 34.33, 'no2': 19.92, 'so2': 15.33, 'soot': 21.89}\n",
            "Transformed: {'no2_normalized': -12.757978, 'pm10_normalized': 0.10318603, 'so2_normalized': -0.19459343, 'soot_normalized': 0.15632069}\n",
            "Raw:  {'pm10': 52.67, 'no2': 23.0, 'so2': 17.33, 'soot': 29.32}\n",
            "Transformed: {'no2_normalized': -9.6779785, 'pm10_normalized': 0.17089377, 'so2_normalized': 1.8054066, 'soot_normalized': 0.22941464}\n",
            "Raw:  {'pm10': 75.33, 'no2': 23.17, 'so2': 13.78, 'soot': 35.26}\n",
            "Transformed: {'no2_normalized': -9.507978, 'pm10_normalized': 0.25455016, 'so2_normalized': -1.7445936, 'soot_normalized': 0.28785044}\n",
            "Raw:  {'pm10': 114.33, 'no2': 39.58, 'so2': 31.72, 'soot': 53.37}\n",
            "Transformed: {'no2_normalized': 6.9020233, 'pm10_normalized': 0.39853066, 'so2_normalized': 16.195406, 'soot_normalized': 0.46601078}\n",
            "Raw:  {'pm10': 123.0, 'no2': 39.08, 'so2': 35.06, 'soot': 52.26}\n",
            "Transformed: {'no2_normalized': 6.4020233, 'pm10_normalized': 0.43053865, 'so2_normalized': 19.535408, 'soot_normalized': 0.45509094}\n",
            "Raw:  {'pm10': 89.0, 'no2': 29.92, 'so2': 23.06, 'soot': 39.63}\n",
            "Transformed: {'no2_normalized': -2.7579784, 'pm10_normalized': 0.30501717, 'so2_normalized': 7.535406, 'soot_normalized': 0.33084112}\n",
            "Raw:  {'pm10': 72.33, 'no2': 31.0, 'so2': 23.72, 'soot': 37.89}\n",
            "Transformed: {'no2_normalized': -1.6779785, 'pm10_normalized': 0.24347475, 'so2_normalized': 8.195406, 'soot_normalized': 0.31372353}\n",
            "Raw:  {'pm10': 44.33, 'no2': 29.58, 'so2': 23.94, 'soot': 35.47}\n",
            "Transformed: {'no2_normalized': -3.0979786, 'pm10_normalized': 0.14010412, 'so2_normalized': 8.415407, 'soot_normalized': 0.28991637}\n",
            "Raw:  {'pm10': 36.67, 'no2': 31.5, 'so2': 20.72, 'soot': 35.47}\n",
            "Transformed: {'no2_normalized': -1.1779785, 'pm10_normalized': 0.11182485, 'so2_normalized': 5.195406, 'soot_normalized': 0.28991637}\n",
            "Raw:  {'pm10': 75.5, 'no2': 35.13, 'so2': 28.65, 'soot': 48.47}\n",
            "Transformed: {'no2_normalized': 2.4520226, 'pm10_normalized': 0.25517777, 'so2_normalized': 13.125406, 'soot_normalized': 0.41780618}\n",
            "Raw:  {'pm10': 56.75, 'no2': 30.25, 'so2': 26.5, 'soot': 41.53}\n",
            "Transformed: {'no2_normalized': -2.4279785, 'pm10_normalized': 0.18595636, 'so2_normalized': 10.975407, 'soot_normalized': 0.34953266}\n",
            "Raw:  {'pm10': 56.5, 'no2': 27.94, 'so2': 27.9, 'soot': 43.32}\n",
            "Transformed: {'no2_normalized': -4.737978, 'pm10_normalized': 0.18503341, 'so2_normalized': 12.375406, 'soot_normalized': 0.36714214}\n",
            "Raw:  {'pm10': 38.5, 'no2': 16.75, 'so2': 19.0, 'soot': 26.11}\n",
            "Transformed: {'no2_normalized': -15.9279785, 'pm10_normalized': 0.11858086, 'so2_normalized': 3.4754066, 'soot_normalized': 0.1978357}\n",
            "Raw:  {'pm10': 22.75, 'no2': 10.56, 'so2': 15.75, 'soot': 21.11}\n",
            "Transformed: {'no2_normalized': -22.117977, 'pm10_normalized': 0.06043489, 'so2_normalized': 0.22540665, 'soot_normalized': 0.14864732}\n",
            "Raw:  {'pm10': 33.0, 'no2': 17.81, 'so2': 15.8, 'soot': 23.79}\n",
            "Transformed: {'no2_normalized': -14.867979, 'pm10_normalized': 0.09827592, 'so2_normalized': 0.27540684, 'soot_normalized': 0.17501229}\n",
            "Raw:  {'pm10': 29.83, 'no2': 15.81, 'so2': 11.35, 'soot': 18.21}\n",
            "Transformed: {'no2_normalized': -16.867977, 'pm10_normalized': 0.0865729, 'so2_normalized': -4.174593, 'soot_normalized': 0.12011804}\n",
            "Raw:  {'pm10': 31.17, 'no2': 17.44, 'so2': 11.9, 'soot': 22.32}\n",
            "Transformed: {'no2_normalized': -15.237978, 'pm10_normalized': 0.09151992, 'so2_normalized': -3.6245937, 'soot_normalized': 0.16055089}\n",
            "Raw:  {'pm10': 33.17, 'no2': 22.81, 'so2': 17.1, 'soot': 26.16}\n",
            "Transformed: {'no2_normalized': -9.867979, 'pm10_normalized': 0.09890352, 'so2_normalized': 1.575407, 'soot_normalized': 0.19832759}\n",
            "Raw:  {'pm10': 42.0, 'no2': 20.75, 'so2': 14.5, 'soot': 25.11}\n",
            "Transformed: {'no2_normalized': -11.9279785, 'pm10_normalized': 0.1315022, 'so2_normalized': -1.0245934, 'soot_normalized': 0.18799803}\n",
            "Raw:  {'pm10': 32.67, 'no2': 22.13, 'so2': 17.85, 'soot': 24.83}\n",
            "Transformed: {'no2_normalized': -10.547979, 'pm10_normalized': 0.09705762, 'so2_normalized': 2.325407, 'soot_normalized': 0.18524347}\n",
            "Raw:  {'pm10': 25.2, 'no2': 17.44, 'so2': 14.25, 'soot': 22.0}\n",
            "Transformed: {'no2_normalized': -15.237978, 'pm10_normalized': 0.06947982, 'so2_normalized': -1.2745934, 'soot_normalized': 0.15740284}\n",
            "Raw:  {'pm10': 25.67, 'no2': 18.13, 'so2': 16.2, 'soot': 20.22}\n",
            "Transformed: {'no2_normalized': -14.547979, 'pm10_normalized': 0.071214974, 'so2_normalized': 0.6754074, 'soot_normalized': 0.13989177}\n",
            "Raw:  {'pm10': 42.0, 'no2': 18.06, 'so2': 14.0, 'soot': 21.83}\n",
            "Transformed: {'no2_normalized': -14.617979, 'pm10_normalized': 0.1315022, 'so2_normalized': -1.5245934, 'soot_normalized': 0.15573044}\n",
            "Raw:  {'pm10': 72.0, 'no2': 25.44, 'so2': 25.25, 'soot': 35.72}\n",
            "Transformed: {'no2_normalized': -7.237978, 'pm10_normalized': 0.24225645, 'so2_normalized': 9.725407, 'soot_normalized': 0.2923758}\n",
            "Raw:  {'pm10': 38.83, 'no2': 18.69, 'so2': 16.55, 'soot': 20.33}\n",
            "Transformed: {'no2_normalized': -13.987978, 'pm10_normalized': 0.11979917, 'so2_normalized': 1.0254059, 'soot_normalized': 0.14097393}\n",
            "Raw:  {'pm10': 41.33, 'no2': 17.19, 'so2': 13.65, 'soot': 18.78}\n",
            "Transformed: {'no2_normalized': -15.487978, 'pm10_normalized': 0.1290287, 'so2_normalized': -1.8745937, 'soot_normalized': 0.12572552}\n",
            "Raw:  {'pm10': 23.17, 'no2': 12.38, 'so2': 11.7, 'soot': 16.06}\n",
            "Transformed: {'no2_normalized': -20.297977, 'pm10_normalized': 0.061985455, 'so2_normalized': -3.8245935, 'soot_normalized': 0.09896703}\n",
            "Raw:  {'pm10': 27.0, 'no2': 16.63, 'so2': 12.3, 'soot': 18.28}\n",
            "Transformed: {'no2_normalized': -16.04798, 'pm10_normalized': 0.07612507, 'so2_normalized': -3.2245932, 'soot_normalized': 0.12080669}\n",
            "Raw:  {'pm10': 38.33, 'no2': 18.75, 'so2': 15.0, 'soot': 19.05}\n",
            "Transformed: {'no2_normalized': -13.9279785, 'pm10_normalized': 0.11795326, 'so2_normalized': -0.52459335, 'soot_normalized': 0.12838168}\n",
            "Raw:  {'pm10': 26.6, 'no2': 15.75, 'so2': 13.55, 'soot': 15.74}\n",
            "Transformed: {'no2_normalized': -16.927979, 'pm10_normalized': 0.07464836, 'so2_normalized': -1.9745932, 'soot_normalized': 0.09581898}\n",
            "Raw:  {'pm10': 31.0, 'no2': 14.94, 'so2': 12.4, 'soot': 16.42}\n",
            "Transformed: {'no2_normalized': -17.73798, 'pm10_normalized': 0.09089231, 'so2_normalized': -3.1245937, 'soot_normalized': 0.102508605}\n",
            "Raw:  {'pm10': 28.0, 'no2': 20.0, 'so2': 14.15, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': -12.6779785, 'pm10_normalized': 0.079816885, 'so2_normalized': -1.3745937, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 21.83, 'no2': 21.27, 'so2': 13.5, 'soot': 14.59}\n",
            "Transformed: {'no2_normalized': -11.407978, 'pm10_normalized': 0.05703843, 'so2_normalized': -2.0245934, 'soot_normalized': 0.084505655}\n",
            "Raw:  {'pm10': 28.83, 'no2': 18.57, 'so2': 12.6, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': -14.107979, 'pm10_normalized': 0.082881086, 'so2_normalized': -2.924593, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 34.67, 'no2': 26.33, 'so2': 17.4, 'soot': 21.24}\n",
            "Transformed: {'no2_normalized': -6.3479786, 'pm10_normalized': 0.10444123, 'so2_normalized': 1.8754063, 'soot_normalized': 0.1499262}\n",
            "Raw:  {'pm10': 34.17, 'no2': 28.0, 'so2': 17.95, 'soot': 20.88}\n",
            "Transformed: {'no2_normalized': -4.6779785, 'pm10_normalized': 0.10259533, 'so2_normalized': 2.4254074, 'soot_normalized': 0.14638464}\n",
            "Raw:  {'pm10': 27.33, 'no2': 22.6, 'so2': 14.85, 'soot': 16.71}\n",
            "Transformed: {'no2_normalized': -10.077978, 'pm10_normalized': 0.077343374, 'so2_normalized': -0.674593, 'soot_normalized': 0.10536152}\n",
            "Raw:  {'pm10': 47.83, 'no2': 13.29, 'so2': 10.95, 'soot': 15.88}\n",
            "Transformed: {'no2_normalized': -19.387978, 'pm10_normalized': 0.15302543, 'so2_normalized': -4.5745935, 'soot_normalized': 0.09719626}\n",
            "Raw:  {'pm10': 29.83, 'no2': 19.57, 'so2': 12.05, 'soot': 16.82}\n",
            "Transformed: {'no2_normalized': -13.107979, 'pm10_normalized': 0.0865729, 'so2_normalized': -3.4745932, 'soot_normalized': 0.10644367}\n",
            "Raw:  {'pm10': 34.2, 'no2': 19.21, 'so2': 9.9, 'soot': 19.44}\n",
            "Transformed: {'no2_normalized': -13.467979, 'pm10_normalized': 0.1027061, 'so2_normalized': -5.6245937, 'soot_normalized': 0.13221839}\n",
            "Raw:  {'pm10': 60.83, 'no2': 19.47, 'so2': 12.55, 'soot': 24.65}\n",
            "Transformed: {'no2_normalized': -13.207979, 'pm10_normalized': 0.20101894, 'so2_normalized': -2.9745932, 'soot_normalized': 0.18347268}\n",
            "Raw:  {'pm10': 39.17, 'no2': 17.46, 'so2': 10.95, 'soot': 20.5}\n",
            "Transformed: {'no2_normalized': -15.217979, 'pm10_normalized': 0.121054366, 'so2_normalized': -4.5745935, 'soot_normalized': 0.14264633}\n",
            "Raw:  {'pm10': 27.5, 'no2': 16.07, 'so2': 10.3, 'soot': 16.27}\n",
            "Transformed: {'no2_normalized': -16.607979, 'pm10_normalized': 0.07797098, 'so2_normalized': -5.224593, 'soot_normalized': 0.10103296}\n",
            "Raw:  {'pm10': 35.33, 'no2': 20.93, 'so2': 11.7, 'soot': 21.27}\n",
            "Transformed: {'no2_normalized': -11.747978, 'pm10_normalized': 0.10687784, 'so2_normalized': -3.8245935, 'soot_normalized': 0.15022135}\n",
            "Raw:  {'pm10': 51.83, 'no2': 31.07, 'so2': 12.45, 'soot': 29.2}\n",
            "Transformed: {'no2_normalized': -1.6079788, 'pm10_normalized': 0.16779266, 'so2_normalized': -3.0745935, 'soot_normalized': 0.22823413}\n",
            "Raw:  {'pm10': 53.6, 'no2': 29.0, 'so2': 14.1, 'soot': 27.6}\n",
            "Transformed: {'no2_normalized': -3.6779785, 'pm10_normalized': 0.17432715, 'so2_normalized': -1.424593, 'soot_normalized': 0.21249384}\n",
            "Raw:  {'pm10': 48.0, 'no2': 30.36, 'so2': 12.9, 'soot': 27.63}\n",
            "Transformed: {'no2_normalized': -2.317978, 'pm10_normalized': 0.15365304, 'so2_normalized': -2.6245937, 'soot_normalized': 0.21278895}\n",
            "Raw:  {'pm10': 39.0, 'no2': 30.8, 'so2': 11.25, 'soot': 32.88}\n",
            "Transformed: {'no2_normalized': -1.8779793, 'pm10_normalized': 0.12042677, 'so2_normalized': -4.2745934, 'soot_normalized': 0.26443678}\n",
            "Raw:  {'pm10': 65.8, 'no2': 34.33, 'so2': 14.15, 'soot': 42.71}\n",
            "Transformed: {'no2_normalized': 1.6520233, 'pm10_normalized': 0.21936724, 'so2_normalized': -1.3745937, 'soot_normalized': 0.36114115}\n",
            "Raw:  {'pm10': 61.4, 'no2': 38.6, 'so2': 19.2, 'soot': 42.67}\n",
            "Transformed: {'no2_normalized': 5.92202, 'pm10_normalized': 0.20312327, 'so2_normalized': 3.6754074, 'soot_normalized': 0.36074764}\n",
            "Raw:  {'pm10': 39.17, 'no2': 18.0, 'so2': 10.3, 'soot': 18.61}\n",
            "Transformed: {'no2_normalized': -14.6779785, 'pm10_normalized': 0.121054366, 'so2_normalized': -5.224593, 'soot_normalized': 0.12405312}\n",
            "Raw:  {'pm10': 35.33, 'no2': 15.27, 'so2': 9.8, 'soot': 12.89}\n",
            "Transformed: {'no2_normalized': -17.407978, 'pm10_normalized': 0.10687784, 'so2_normalized': -5.724593, 'soot_normalized': 0.067781605}\n",
            "Raw:  {'pm10': 44.0, 'no2': 15.36, 'so2': 8.8, 'soot': 13.94}\n",
            "Transformed: {'no2_normalized': -17.317978, 'pm10_normalized': 0.13888581, 'so2_normalized': -6.724593, 'soot_normalized': 0.07811116}\n",
            "Raw:  {'pm10': 32.83, 'no2': 22.57, 'so2': 11.6, 'soot': 24.76}\n",
            "Transformed: {'no2_normalized': -10.107979, 'pm10_normalized': 0.09764832, 'so2_normalized': -3.924593, 'soot_normalized': 0.18455483}\n",
            "Raw:  {'pm10': 40.83, 'no2': 25.5, 'so2': 12.3, 'soot': 29.24}\n",
            "Transformed: {'no2_normalized': -7.1779785, 'pm10_normalized': 0.12718278, 'so2_normalized': -3.2245932, 'soot_normalized': 0.22862762}\n",
            "Raw:  {'pm10': 45.67, 'no2': 39.69, 'so2': 14.7, 'soot': 42.74}\n",
            "Transformed: {'no2_normalized': 7.01202, 'pm10_normalized': 0.14505112, 'so2_normalized': -0.82459354, 'soot_normalized': 0.3614363}\n",
            "Raw:  {'pm10': 27.67, 'no2': 24.13, 'so2': 10.5, 'soot': 17.84}\n",
            "Transformed: {'no2_normalized': -8.547979, 'pm10_normalized': 0.078598596, 'so2_normalized': -5.0245934, 'soot_normalized': 0.11647811}\n",
            "Raw:  {'pm10': 24.67, 'no2': 22.94, 'so2': 9.45, 'soot': 17.11}\n",
            "Transformed: {'no2_normalized': -9.737978, 'pm10_normalized': 0.06752317, 'so2_normalized': -6.0745935, 'soot_normalized': 0.109296605}\n",
            "Raw:  {'pm10': 34.0, 'no2': 23.31, 'so2': 9.55, 'soot': 23.05}\n",
            "Transformed: {'no2_normalized': -9.367979, 'pm10_normalized': 0.10196773, 'so2_normalized': -5.974593, 'soot_normalized': 0.1677324}\n",
            "Raw:  {'pm10': 28.17, 'no2': 23.75, 'so2': 9.2, 'soot': 19.68}\n",
            "Transformed: {'no2_normalized': -8.9279785, 'pm10_normalized': 0.0804445, 'so2_normalized': -6.3245935, 'soot_normalized': 0.13457943}\n",
            "Raw:  {'pm10': 34.33, 'no2': 22.94, 'so2': 9.1, 'soot': 19.05}\n",
            "Transformed: {'no2_normalized': -9.737978, 'pm10_normalized': 0.10318603, 'so2_normalized': -6.424593, 'soot_normalized': 0.12838168}\n",
            "Raw:  {'pm10': 29.67, 'no2': 20.5, 'so2': 8.75, 'soot': 18.89}\n",
            "Transformed: {'no2_normalized': -12.1779785, 'pm10_normalized': 0.08598221, 'so2_normalized': -6.7745934, 'soot_normalized': 0.12680766}\n",
            "Raw:  {'pm10': 19.75, 'no2': 20.5, 'so2': 8.45, 'soot': 17.05}\n",
            "Transformed: {'no2_normalized': -12.1779785, 'pm10_normalized': 0.04935947, 'so2_normalized': -7.0745935, 'soot_normalized': 0.10870633}\n",
            "Raw:  {'pm10': 28.83, 'no2': 28.81, 'so2': 9.5, 'soot': 28.32}\n",
            "Transformed: {'no2_normalized': -3.867979, 'pm10_normalized': 0.082881086, 'so2_normalized': -6.0245934, 'soot_normalized': 0.21957697}\n",
            "Raw:  {'pm10': 39.0, 'no2': 28.13, 'so2': 11.3, 'soot': 27.16}\n",
            "Transformed: {'no2_normalized': -4.5479794, 'pm10_normalized': 0.12042677, 'so2_normalized': -4.224593, 'soot_normalized': 0.20816526}\n",
            "Raw:  {'pm10': 24.5, 'no2': 18.38, 'so2': 8.85, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': -14.297979, 'pm10_normalized': 0.06689555, 'so2_normalized': -6.674593, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 23.33, 'no2': 17.75, 'so2': 7.55, 'soot': 14.42}\n",
            "Transformed: {'no2_normalized': -14.9279785, 'pm10_normalized': 0.062576145, 'so2_normalized': -7.974593, 'soot_normalized': 0.082833245}\n",
            "Raw:  {'pm10': 24.2, 'no2': 19.38, 'so2': 9.55, 'soot': 16.95}\n",
            "Transformed: {'no2_normalized': -13.297979, 'pm10_normalized': 0.065788016, 'so2_normalized': -5.974593, 'soot_normalized': 0.10772258}\n",
            "Raw:  {'pm10': 24.2, 'no2': 23.93, 'so2': 9.05, 'soot': 22.95}\n",
            "Transformed: {'no2_normalized': -8.747978, 'pm10_normalized': 0.065788016, 'so2_normalized': -6.474593, 'soot_normalized': 0.16674864}\n",
            "Raw:  {'pm10': 17.6, 'no2': 21.2, 'so2': 8.85, 'soot': 19.26}\n",
            "Transformed: {'no2_normalized': -11.477978, 'pm10_normalized': 0.041422084, 'so2_normalized': -6.674593, 'soot_normalized': 0.13044761}\n",
            "Raw:  {'pm10': 28.0, 'no2': 15.5, 'so2': 7.9, 'soot': 18.63}\n",
            "Transformed: {'no2_normalized': -17.177979, 'pm10_normalized': 0.079816885, 'so2_normalized': -7.6245933, 'soot_normalized': 0.12424986}\n",
            "Raw:  {'pm10': 25.67, 'no2': 11.69, 'so2': 7.85, 'soot': 16.68}\n",
            "Transformed: {'no2_normalized': -20.98798, 'pm10_normalized': 0.071214974, 'so2_normalized': -7.6745934, 'soot_normalized': 0.105066404}\n",
            "Raw:  {'pm10': 37.0, 'no2': 19.94, 'so2': 9.3, 'soot': 21.74}\n",
            "Transformed: {'no2_normalized': -12.737978, 'pm10_normalized': 0.11304315, 'so2_normalized': -6.224593, 'soot_normalized': 0.15484504}\n",
            "Raw:  {'pm10': 33.67, 'no2': 22.75, 'so2': 10.1, 'soot': 24.89}\n",
            "Transformed: {'no2_normalized': -9.9279785, 'pm10_normalized': 0.100749426, 'so2_normalized': -5.424593, 'soot_normalized': 0.18583372}\n",
            "Raw:  {'pm10': 25.17, 'no2': 18.44, 'so2': 8.6, 'soot': 20.05}\n",
            "Transformed: {'no2_normalized': -14.237978, 'pm10_normalized': 0.06936907, 'so2_normalized': -6.924593, 'soot_normalized': 0.13821937}\n",
            "Raw:  {'pm10': 22.0, 'no2': 21.0, 'so2': 8.8, 'soot': 21.05}\n",
            "Transformed: {'no2_normalized': -11.6779785, 'pm10_normalized': 0.057666037, 'so2_normalized': -6.724593, 'soot_normalized': 0.14805704}\n",
            "Raw:  {'pm10': 23.0, 'no2': 21.75, 'so2': 8.5, 'soot': 21.74}\n",
            "Transformed: {'no2_normalized': -10.9279785, 'pm10_normalized': 0.06135784, 'so2_normalized': -7.0245934, 'soot_normalized': 0.15484504}\n",
            "Raw:  {'pm10': 26.67, 'no2': 29.63, 'so2': 10.85, 'soot': 30.63}\n",
            "Transformed: {'no2_normalized': -3.0479794, 'pm10_normalized': 0.07490678, 'so2_normalized': -4.674593, 'soot_normalized': 0.242302}\n",
            "Raw:  {'pm10': 35.75, 'no2': 33.25, 'so2': 13.4, 'soot': 37.0}\n",
            "Transformed: {'no2_normalized': 0.5720215, 'pm10_normalized': 0.1084284, 'so2_normalized': -2.1245937, 'soot_normalized': 0.304968}\n",
            "Raw:  {'pm10': 31.0, 'no2': 30.13, 'so2': 11.55, 'soot': 30.42}\n",
            "Transformed: {'no2_normalized': -2.5479794, 'pm10_normalized': 0.09089231, 'so2_normalized': -3.9745932, 'soot_normalized': 0.24023609}\n",
            "Raw:  {'pm10': 36.5, 'no2': 30.31, 'so2': 17.4, 'soot': 27.63}\n",
            "Transformed: {'no2_normalized': -2.367979, 'pm10_normalized': 0.11119725, 'so2_normalized': 1.8754063, 'soot_normalized': 0.21278895}\n",
            "Raw:  {'pm10': 31.5, 'no2': 26.13, 'so2': 10.65, 'soot': 22.37}\n",
            "Transformed: {'no2_normalized': -6.5479794, 'pm10_normalized': 0.09273821, 'so2_normalized': -4.8745937, 'soot_normalized': 0.1610428}\n",
            "Raw:  {'pm10': 20.17, 'no2': 17.25, 'so2': 9.1, 'soot': 18.21}\n",
            "Transformed: {'no2_normalized': -15.4279785, 'pm10_normalized': 0.05091003, 'so2_normalized': -6.424593, 'soot_normalized': 0.12011804}\n",
            "Raw:  {'pm10': 32.5, 'no2': 22.44, 'so2': 9.35, 'soot': 22.95}\n",
            "Transformed: {'no2_normalized': -10.237978, 'pm10_normalized': 0.09643002, 'so2_normalized': -6.174593, 'soot_normalized': 0.16674864}\n",
            "Raw:  {'pm10': 47.67, 'no2': 29.81, 'so2': 12.95, 'soot': 28.84}\n",
            "Transformed: {'no2_normalized': -2.867979, 'pm10_normalized': 0.15243474, 'so2_normalized': -2.5745935, 'soot_normalized': 0.22469255}\n",
            "Raw:  {'pm10': 40.17, 'no2': 28.81, 'so2': 13.3, 'soot': 25.42}\n",
            "Transformed: {'no2_normalized': -3.867979, 'pm10_normalized': 0.12474617, 'so2_normalized': -2.2245932, 'soot_normalized': 0.1910477}\n",
            "Raw:  {'pm10': 44.17, 'no2': 27.06, 'so2': 11.9, 'soot': 25.37}\n",
            "Transformed: {'no2_normalized': -5.617979, 'pm10_normalized': 0.1395134, 'so2_normalized': -3.6245937, 'soot_normalized': 0.19055583}\n",
            "Raw:  {'pm10': 38.17, 'no2': 25.19, 'so2': 11.8, 'soot': 23.32}\n",
            "Transformed: {'no2_normalized': -7.487978, 'pm10_normalized': 0.11736256, 'so2_normalized': -3.7245932, 'soot_normalized': 0.17038858}\n",
            "Raw:  {'pm10': 34.17, 'no2': 19.07, 'so2': 10.25, 'soot': 21.11}\n",
            "Transformed: {'no2_normalized': -13.607979, 'pm10_normalized': 0.10259533, 'so2_normalized': -5.2745934, 'soot_normalized': 0.14864732}\n",
            "Raw:  {'pm10': 31.17, 'no2': 16.4, 'so2': 9.45, 'soot': 16.94}\n",
            "Transformed: {'no2_normalized': -16.277979, 'pm10_normalized': 0.09151992, 'so2_normalized': -6.0745935, 'soot_normalized': 0.1076242}\n",
            "Raw:  {'pm10': 35.67, 'no2': 25.67, 'so2': 10.0, 'soot': 20.78}\n",
            "Transformed: {'no2_normalized': -7.0079784, 'pm10_normalized': 0.10813304, 'so2_normalized': -5.5245934, 'soot_normalized': 0.14540088}\n",
            "Raw:  {'pm10': 43.17, 'no2': 34.6, 'so2': 13.5, 'soot': 27.78}\n",
            "Transformed: {'no2_normalized': 1.92202, 'pm10_normalized': 0.1358216, 'so2_normalized': -2.0245934, 'soot_normalized': 0.21426463}\n",
            "Raw:  {'pm10': 23.67, 'no2': 23.27, 'so2': 9.75, 'soot': 16.89}\n",
            "Transformed: {'no2_normalized': -9.407978, 'pm10_normalized': 0.06383136, 'so2_normalized': -5.7745934, 'soot_normalized': 0.1071323}\n",
            "Raw:  {'pm10': 29.5, 'no2': 25.0, 'so2': 10.45, 'soot': 23.72}\n",
            "Transformed: {'no2_normalized': -7.6779785, 'pm10_normalized': 0.0853546, 'so2_normalized': -5.0745935, 'soot_normalized': 0.17432365}\n",
            "Raw:  {'pm10': 39.17, 'no2': 30.6, 'so2': 10.4, 'soot': 25.89}\n",
            "Transformed: {'no2_normalized': -2.0779781, 'pm10_normalized': 0.121054366, 'so2_normalized': -5.1245937, 'soot_normalized': 0.19567141}\n",
            "Raw:  {'pm10': 35.0, 'no2': 29.07, 'so2': 11.55, 'soot': 22.16}\n",
            "Transformed: {'no2_normalized': -3.6079788, 'pm10_normalized': 0.10565954, 'so2_normalized': -3.9745932, 'soot_normalized': 0.15897687}\n",
            "Raw:  {'pm10': 28.0, 'no2': 20.33, 'so2': 9.55, 'soot': 17.42}\n",
            "Transformed: {'no2_normalized': -12.347979, 'pm10_normalized': 0.079816885, 'so2_normalized': -5.974593, 'soot_normalized': 0.11234628}\n",
            "Raw:  {'pm10': 20.5, 'no2': 18.0, 'so2': 8.9, 'soot': 16.33}\n",
            "Transformed: {'no2_normalized': -14.6779785, 'pm10_normalized': 0.052128326, 'so2_normalized': -6.6245937, 'soot_normalized': 0.10162321}\n",
            "Raw:  {'pm10': 21.17, 'no2': 19.47, 'so2': 9.45, 'soot': 17.11}\n",
            "Transformed: {'no2_normalized': -13.207979, 'pm10_normalized': 0.054601837, 'so2_normalized': -6.0745935, 'soot_normalized': 0.109296605}\n",
            "Raw:  {'pm10': 23.33, 'no2': 17.67, 'so2': 9.7, 'soot': 17.61}\n",
            "Transformed: {'no2_normalized': -15.007978, 'pm10_normalized': 0.062576145, 'so2_normalized': -5.8245935, 'soot_normalized': 0.11421544}\n",
            "Raw:  {'pm10': 28.33, 'no2': 19.73, 'so2': 10.5, 'soot': 17.67}\n",
            "Transformed: {'no2_normalized': -12.947979, 'pm10_normalized': 0.08103518, 'so2_normalized': -5.0245934, 'soot_normalized': 0.1148057}\n",
            "Raw:  {'pm10': 28.5, 'no2': 22.33, 'so2': 9.1, 'soot': 16.42}\n",
            "Transformed: {'no2_normalized': -10.347979, 'pm10_normalized': 0.08166279, 'so2_normalized': -6.424593, 'soot_normalized': 0.102508605}\n",
            "Raw:  {'pm10': 21.67, 'no2': 23.25, 'so2': 9.15, 'soot': 15.79}\n",
            "Transformed: {'no2_normalized': -9.4279785, 'pm10_normalized': 0.05644774, 'so2_normalized': -6.3745937, 'soot_normalized': 0.09631086}\n",
            "Raw:  {'pm10': 26.17, 'no2': 23.87, 'so2': 9.7, 'soot': 17.21}\n",
            "Transformed: {'no2_normalized': -8.807978, 'pm10_normalized': 0.07306088, 'so2_normalized': -5.8245935, 'soot_normalized': 0.11028036}\n",
            "Raw:  {'pm10': 25.67, 'no2': 24.56, 'so2': 10.0, 'soot': 20.21}\n",
            "Transformed: {'no2_normalized': -8.117979, 'pm10_normalized': 0.071214974, 'so2_normalized': -5.5245934, 'soot_normalized': 0.1397934}\n",
            "Raw:  {'pm10': 23.67, 'no2': 26.5, 'so2': 9.35, 'soot': 17.26}\n",
            "Transformed: {'no2_normalized': -6.1779785, 'pm10_normalized': 0.06383136, 'so2_normalized': -6.174593, 'soot_normalized': 0.11077225}\n",
            "Raw:  {'pm10': 24.17, 'no2': 25.0, 'so2': 9.3, 'soot': 20.42}\n",
            "Transformed: {'no2_normalized': -7.6779785, 'pm10_normalized': 0.06567726, 'so2_normalized': -6.224593, 'soot_normalized': 0.14185931}\n",
            "Raw:  {'pm10': 27.5, 'no2': 24.5, 'so2': 9.75, 'soot': 14.89}\n",
            "Transformed: {'no2_normalized': -8.1779785, 'pm10_normalized': 0.07797098, 'so2_normalized': -5.7745934, 'soot_normalized': 0.08745696}\n",
            "Raw:  {'pm10': 25.83, 'no2': 25.27, 'so2': 9.85, 'soot': 23.95}\n",
            "Transformed: {'no2_normalized': -7.407978, 'pm10_normalized': 0.07180566, 'so2_normalized': -5.674593, 'soot_normalized': 0.17658632}\n",
            "Raw:  {'pm10': 38.5, 'no2': 29.94, 'so2': 11.9, 'soot': 25.16}\n",
            "Transformed: {'no2_normalized': -2.737978, 'pm10_normalized': 0.11858086, 'so2_normalized': -3.6245937, 'soot_normalized': 0.1884899}\n",
            "Raw:  {'pm10': 31.83, 'no2': 26.38, 'so2': 10.85, 'soot': 20.79}\n",
            "Transformed: {'no2_normalized': -6.2979794, 'pm10_normalized': 0.093956515, 'so2_normalized': -4.674593, 'soot_normalized': 0.14549926}\n",
            "Raw:  {'pm10': 30.8, 'no2': 20.69, 'so2': 9.6, 'soot': 16.11}\n",
            "Transformed: {'no2_normalized': -11.987978, 'pm10_normalized': 0.09015394, 'so2_normalized': -5.924593, 'soot_normalized': 0.099458925}\n",
            "Raw:  {'pm10': 18.5, 'no2': 21.69, 'so2': 9.95, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': -10.987978, 'pm10_normalized': 0.04474471, 'so2_normalized': -5.5745935, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 24.5, 'no2': 24.75, 'so2': 10.45, 'soot': 20.32}\n",
            "Transformed: {'no2_normalized': -7.9279785, 'pm10_normalized': 0.06689555, 'so2_normalized': -5.0745935, 'soot_normalized': 0.14087555}\n",
            "Raw:  {'pm10': 23.67, 'no2': 27.88, 'so2': 11.75, 'soot': 22.53}\n",
            "Transformed: {'no2_normalized': -4.7979794, 'pm10_normalized': 0.06383136, 'so2_normalized': -3.7745934, 'soot_normalized': 0.16261682}\n",
            "Raw:  {'pm10': 25.67, 'no2': 29.0, 'so2': 12.4, 'soot': 20.89}\n",
            "Transformed: {'no2_normalized': -3.6779785, 'pm10_normalized': 0.071214974, 'so2_normalized': -3.1245937, 'soot_normalized': 0.14648302}\n",
            "Raw:  {'pm10': 25.5, 'no2': 26.94, 'so2': 12.65, 'soot': 21.11}\n",
            "Transformed: {'no2_normalized': -5.737978, 'pm10_normalized': 0.07058736, 'so2_normalized': -2.8745937, 'soot_normalized': 0.14864732}\n",
            "Raw:  {'pm10': 16.67, 'no2': 23.5, 'so2': 10.75, 'soot': 19.11}\n",
            "Transformed: {'no2_normalized': -9.1779785, 'pm10_normalized': 0.037988704, 'so2_normalized': -4.7745934, 'soot_normalized': 0.12897196}\n",
            "Raw:  {'pm10': 31.5, 'no2': 28.31, 'so2': 12.7, 'soot': 19.44}\n",
            "Transformed: {'no2_normalized': -4.367979, 'pm10_normalized': 0.09273821, 'so2_normalized': -2.8245935, 'soot_normalized': 0.13221839}\n",
            "Raw:  {'pm10': 31.67, 'no2': 25.73, 'so2': 10.85, 'soot': 19.65}\n",
            "Transformed: {'no2_normalized': -6.947979, 'pm10_normalized': 0.093365826, 'so2_normalized': -4.674593, 'soot_normalized': 0.1342843}\n",
            "Raw:  {'pm10': 26.67, 'no2': 20.07, 'so2': 9.2, 'soot': 18.0}\n",
            "Transformed: {'no2_normalized': -12.607979, 'pm10_normalized': 0.07490678, 'so2_normalized': -6.3245935, 'soot_normalized': 0.11805213}\n",
            "Raw:  {'pm10': 10.0, 'no2': 19.87, 'so2': 9.65, 'soot': 16.41}\n",
            "Transformed: {'no2_normalized': -12.807978, 'pm10_normalized': 0.013364344, 'so2_normalized': -5.8745937, 'soot_normalized': 0.10241023}\n",
            "Raw:  {'pm10': 11.83, 'no2': 20.73, 'so2': 9.8, 'soot': 18.56}\n",
            "Transformed: {'no2_normalized': -11.947979, 'pm10_normalized': 0.020120353, 'so2_normalized': -5.724593, 'soot_normalized': 0.123561226}\n",
            "Raw:  {'pm10': 23.67, 'no2': 25.0, 'so2': 11.9, 'soot': 17.67}\n",
            "Transformed: {'no2_normalized': -7.6779785, 'pm10_normalized': 0.06383136, 'so2_normalized': -3.6245937, 'soot_normalized': 0.1148057}\n",
            "Raw:  {'pm10': 20.33, 'no2': 24.33, 'so2': 10.85, 'soot': 16.72}\n",
            "Transformed: {'no2_normalized': -8.347979, 'pm10_normalized': 0.05150072, 'so2_normalized': -4.674593, 'soot_normalized': 0.1054599}\n",
            "Raw:  {'pm10': 18.67, 'no2': 21.73, 'so2': 11.0, 'soot': 13.61}\n",
            "Transformed: {'no2_normalized': -10.947979, 'pm10_normalized': 0.04537232, 'so2_normalized': -4.5245934, 'soot_normalized': 0.07486472}\n",
            "Raw:  {'pm10': 20.33, 'no2': 22.87, 'so2': 11.5, 'soot': 18.78}\n",
            "Transformed: {'no2_normalized': -9.807978, 'pm10_normalized': 0.05150072, 'so2_normalized': -4.0245934, 'soot_normalized': 0.12572552}\n",
            "Raw:  {'pm10': 32.5, 'no2': 22.0, 'so2': 10.45, 'soot': 20.0}\n",
            "Transformed: {'no2_normalized': -10.6779785, 'pm10_normalized': 0.09643002, 'so2_normalized': -5.0745935, 'soot_normalized': 0.13772748}\n",
            "Raw:  {'pm10': 33.25, 'no2': 24.93, 'so2': 10.8, 'soot': 22.56}\n",
            "Transformed: {'no2_normalized': -7.747978, 'pm10_normalized': 0.09919887, 'so2_normalized': -4.724593, 'soot_normalized': 0.16291194}\n",
            "Raw:  {'pm10': 26.5, 'no2': 22.6, 'so2': 10.5, 'soot': 19.11}\n",
            "Transformed: {'no2_normalized': -10.077978, 'pm10_normalized': 0.07427917, 'so2_normalized': -5.0245934, 'soot_normalized': 0.12897196}\n",
            "Raw:  {'pm10': 29.25, 'no2': 26.6, 'so2': 10.3, 'soot': 23.28}\n",
            "Transformed: {'no2_normalized': -6.077978, 'pm10_normalized': 0.08443164, 'so2_normalized': -5.224593, 'soot_normalized': 0.16999508}\n",
            "Raw:  {'pm10': 33.9, 'no2': 25.69, 'so2': 10.28, 'soot': 26.33}\n",
            "Transformed: {'no2_normalized': -6.987978, 'pm10_normalized': 0.10159855, 'so2_normalized': -5.2445936, 'soot_normalized': 0.19999999}\n",
            "Raw:  {'pm10': 40.03, 'no2': 28.76, 'so2': 10.28, 'soot': 29.17}\n",
            "Transformed: {'no2_normalized': -3.9179783, 'pm10_normalized': 0.12422933, 'so2_normalized': -5.2445936, 'soot_normalized': 0.227939}\n",
            "Raw:  {'pm10': 38.77, 'no2': 28.01, 'so2': 10.72, 'soot': 23.17}\n",
            "Transformed: {'no2_normalized': -4.6679783, 'pm10_normalized': 0.11957765, 'so2_normalized': -4.804593, 'soot_normalized': 0.16891293}\n",
            "Raw:  {'pm10': 33.68, 'no2': 21.45, 'so2': 9.28, 'soot': 19.89}\n",
            "Transformed: {'no2_normalized': -11.227978, 'pm10_normalized': 0.10078635, 'so2_normalized': -6.2445936, 'soot_normalized': 0.13664533}\n",
            "Raw:  {'pm10': 26.18, 'no2': 18.79, 'so2': 9.35, 'soot': 16.83}\n",
            "Transformed: {'no2_normalized': -13.887978, 'pm10_normalized': 0.073097795, 'so2_normalized': -6.174593, 'soot_normalized': 0.10654205}\n",
            "Raw:  {'pm10': 31.15, 'no2': 28.15, 'so2': 9.67, 'soot': 25.11}\n",
            "Transformed: {'no2_normalized': -4.527979, 'pm10_normalized': 0.09144608, 'so2_normalized': -5.8545933, 'soot_normalized': 0.18799803}\n",
            "Raw:  {'pm10': 32.42, 'no2': 26.43, 'so2': 11.57, 'soot': 23.28}\n",
            "Transformed: {'no2_normalized': -6.247978, 'pm10_normalized': 0.09613466, 'so2_normalized': -3.9545937, 'soot_normalized': 0.16999508}\n",
            "Raw:  {'pm10': 24.1, 'no2': 23.91, 'so2': 9.83, 'soot': 17.06}\n",
            "Transformed: {'no2_normalized': -8.767979, 'pm10_normalized': 0.06541884, 'so2_normalized': -5.6945934, 'soot_normalized': 0.10880471}\n",
            "Raw:  {'pm10': 21.87, 'no2': 24.86, 'so2': 9.44, 'soot': 25.06}\n",
            "Transformed: {'no2_normalized': -7.817978, 'pm10_normalized': 0.057186108, 'so2_normalized': -6.084594, 'soot_normalized': 0.18750612}\n",
            "Raw:  {'pm10': 25.8, 'no2': 24.5, 'so2': 10.49, 'soot': 19.95}\n",
            "Transformed: {'no2_normalized': -8.1779785, 'pm10_normalized': 0.0716949, 'so2_normalized': -5.0345936, 'soot_normalized': 0.13723561}\n",
            "Raw:  {'pm10': 15.02, 'no2': 18.2, 'so2': 9.03, 'soot': 13.16}\n",
            "Transformed: {'no2_normalized': -14.477978, 'pm10_normalized': 0.03189722, 'so2_normalized': -6.4945936, 'soot_normalized': 0.070437774}\n",
            "Raw:  {'pm10': 16.43, 'no2': 17.79, 'so2': 9.07, 'soot': 16.21}\n",
            "Transformed: {'no2_normalized': -14.887978, 'pm10_normalized': 0.03710267, 'so2_normalized': -6.4545937, 'soot_normalized': 0.10044268}\n",
            "Raw:  {'pm10': 23.88, 'no2': 25.64, 'so2': 10.05, 'soot': 21.84}\n",
            "Transformed: {'no2_normalized': -7.037979, 'pm10_normalized': 0.06460664, 'so2_normalized': -5.474593, 'soot_normalized': 0.15582882}\n",
            "Raw:  {'pm10': 32.32, 'no2': 28.14, 'so2': 10.79, 'soot': 23.05}\n",
            "Transformed: {'no2_normalized': -4.537979, 'pm10_normalized': 0.095765494, 'so2_normalized': -4.7345934, 'soot_normalized': 0.1677324}\n",
            "Raw:  {'pm10': 43.03, 'no2': 27.55, 'so2': 12.89, 'soot': 28.28}\n",
            "Transformed: {'no2_normalized': -5.1279793, 'pm10_normalized': 0.13530475, 'so2_normalized': -2.634593, 'soot_normalized': 0.21918346}\n",
            "Raw:  {'pm10': 45.87, 'no2': 31.64, 'so2': 12.04, 'soot': 23.56}\n",
            "Transformed: {'no2_normalized': -1.0379791, 'pm10_normalized': 0.14578949, 'so2_normalized': -3.4845934, 'soot_normalized': 0.17274961}\n",
            "Raw:  {'pm10': 40.35, 'no2': 27.91, 'so2': 11.48, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': -4.7679787, 'pm10_normalized': 0.1254107, 'so2_normalized': -4.044594, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 43.2, 'no2': 21.54, 'so2': 10.99, 'soot': 12.17}\n",
            "Transformed: {'no2_normalized': -11.137978, 'pm10_normalized': 0.13593237, 'so2_normalized': -4.5345936, 'soot_normalized': 0.060698472}\n",
            "Raw:  {'pm10': 30.17, 'no2': 19.47, 'so2': 9.78, 'soot': 12.44}\n",
            "Transformed: {'no2_normalized': -13.207979, 'pm10_normalized': 0.087828115, 'so2_normalized': -5.7445936, 'soot_normalized': 0.06335464}\n",
            "Raw:  {'pm10': 24.0, 'no2': 24.83, 'so2': 10.55, 'soot': 22.67}\n",
            "Transformed: {'no2_normalized': -7.8479786, 'pm10_normalized': 0.06504965, 'so2_normalized': -4.974593, 'soot_normalized': 0.16399409}\n",
            "Raw:  {'pm10': 28.35, 'no2': 27.93, 'so2': 8.18, 'soot': 22.72}\n",
            "Transformed: {'no2_normalized': -4.747978, 'pm10_normalized': 0.081109025, 'so2_normalized': -7.344593, 'soot_normalized': 0.16448596}\n",
            "Raw:  {'pm10': 25.25, 'no2': 29.63, 'so2': 7.72, 'soot': 22.33}\n",
            "Transformed: {'no2_normalized': -3.0479794, 'pm10_normalized': 0.06966441, 'so2_normalized': -7.8045936, 'soot_normalized': 0.16064927}\n",
            "Raw:  {'pm10': 33.55, 'no2': 36.37, 'so2': 8.21, 'soot': 29.5}\n",
            "Transformed: {'no2_normalized': 3.6920204, 'pm10_normalized': 0.100306414, 'so2_normalized': -7.3145933, 'soot_normalized': 0.23118542}\n",
            "Raw:  {'pm10': 33.93, 'no2': 30.72, 'so2': 6.63, 'soot': 24.5}\n",
            "Transformed: {'no2_normalized': -1.9579792, 'pm10_normalized': 0.101709306, 'so2_normalized': -8.894593, 'soot_normalized': 0.18199703}\n",
            "Raw:  {'pm10': 23.38, 'no2': 25.5, 'so2': 7.87, 'soot': 18.72}\n",
            "Transformed: {'no2_normalized': -7.1779785, 'pm10_normalized': 0.06276073, 'so2_normalized': -7.6545935, 'soot_normalized': 0.12513526}\n",
            "Raw:  {'pm10': 15.58, 'no2': 18.33, 'so2': 7.1, 'soot': 16.28}\n",
            "Transformed: {'no2_normalized': -14.347979, 'pm10_normalized': 0.03396463, 'so2_normalized': -8.424593, 'soot_normalized': 0.101131335}\n",
            "Raw:  {'pm10': 27.6, 'no2': 28.78, 'so2': 7.62, 'soot': 20.94}\n",
            "Transformed: {'no2_normalized': -3.8979778, 'pm10_normalized': 0.078340165, 'so2_normalized': -7.9045935, 'soot_normalized': 0.1469749}\n",
            "Raw:  {'pm10': 32.57, 'no2': 31.81, 'so2': 7.66, 'soot': 25.11}\n",
            "Transformed: {'no2_normalized': -0.86797905, 'pm10_normalized': 0.09668844, 'so2_normalized': -7.8645935, 'soot_normalized': 0.18799803}\n",
            "Raw:  {'pm10': 29.1, 'no2': 32.51, 'so2': 8.18, 'soot': 26.72}\n",
            "Transformed: {'no2_normalized': -0.1679802, 'pm10_normalized': 0.08387788, 'so2_normalized': -7.344593, 'soot_normalized': 0.20383668}\n",
            "Raw:  {'pm10': 31.2, 'no2': 39.67, 'so2': 7.92, 'soot': 28.94}\n",
            "Transformed: {'no2_normalized': 6.9920197, 'pm10_normalized': 0.09163067, 'so2_normalized': -7.6045933, 'soot_normalized': 0.22567633}\n",
            "Raw:  {'pm10': 29.78, 'no2': 41.39, 'so2': 9.16, 'soot': 27.59}\n",
            "Transformed: {'no2_normalized': 8.712021, 'pm10_normalized': 0.08638831, 'so2_normalized': -6.3645935, 'soot_normalized': 0.21239546}\n",
            "Raw:  {'pm10': 36.02, 'no2': 33.29, 'so2': 6.11, 'soot': 27.28}\n",
            "Transformed: {'no2_normalized': 0.6120224, 'pm10_normalized': 0.10942518, 'so2_normalized': -9.414593, 'soot_normalized': 0.20934579}\n",
            "Raw:  {'pm10': 40.15, 'no2': 24.14, 'so2': 6.5, 'soot': 19.61}\n",
            "Transformed: {'no2_normalized': -8.537979, 'pm10_normalized': 0.12467235, 'so2_normalized': -9.024593, 'soot_normalized': 0.1338908}\n",
            "Raw:  {'pm10': 33.95, 'no2': 32.85, 'so2': 7.11, 'soot': 23.53}\n",
            "Transformed: {'no2_normalized': 0.17201996, 'pm10_normalized': 0.10178314, 'so2_normalized': -8.414593, 'soot_normalized': 0.17245449}\n",
            "Raw:  {'pm10': 33.63, 'no2': 35.14, 'so2': 6.49, 'soot': 26.44}\n",
            "Transformed: {'no2_normalized': 2.4620209, 'pm10_normalized': 0.10060176, 'so2_normalized': -9.034594, 'soot_normalized': 0.20108214}\n",
            "Raw:  {'pm10': 18.25, 'no2': 29.13, 'so2': 5.71, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': -3.5479794, 'pm10_normalized': 0.04382176, 'so2_normalized': -9.814593, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 20.12, 'no2': 26.85, 'so2': 5.39, 'soot': 19.32}\n",
            "Transformed: {'no2_normalized': -5.827978, 'pm10_normalized': 0.05072544, 'so2_normalized': -10.134594, 'soot_normalized': 0.13103786}\n",
            "Raw:  {'pm10': 22.6, 'no2': 27.75, 'so2': 5.95, 'soot': 16.84}\n",
            "Transformed: {'no2_normalized': -4.9279785, 'pm10_normalized': 0.05988113, 'so2_normalized': -9.574594, 'soot_normalized': 0.10664043}\n",
            "Raw:  {'pm10': 43.65, 'no2': 28.93, 'so2': 6.85, 'soot': 20.84}\n",
            "Transformed: {'no2_normalized': -3.7479782, 'pm10_normalized': 0.13759369, 'so2_normalized': -8.674593, 'soot_normalized': 0.14599113}\n",
            "Raw:  {'pm10': 37.55, 'no2': 29.46, 'so2': 5.92, 'soot': 23.74}\n",
            "Transformed: {'no2_normalized': -3.2179794, 'pm10_normalized': 0.11507364, 'so2_normalized': -9.604593, 'soot_normalized': 0.1745204}\n",
            "Raw:  {'pm10': 32.33, 'no2': 25.63, 'so2': 7.3, 'soot': 21.05}\n",
            "Transformed: {'no2_normalized': -7.0479794, 'pm10_normalized': 0.09580242, 'so2_normalized': -8.224593, 'soot_normalized': 0.14805704}\n",
            "Raw:  {'pm10': 30.88, 'no2': 26.13, 'so2': 7.29, 'soot': 20.89}\n",
            "Transformed: {'no2_normalized': -6.5479794, 'pm10_normalized': 0.090449296, 'so2_normalized': -8.234593, 'soot_normalized': 0.14648302}\n",
            "Raw:  {'pm10': 29.8, 'no2': 28.1, 'so2': 5.51, 'soot': 21.11}\n",
            "Transformed: {'no2_normalized': -4.577978, 'pm10_normalized': 0.08646213, 'so2_normalized': -10.014593, 'soot_normalized': 0.14864732}\n",
            "Raw:  {'pm10': 24.65, 'no2': 32.67, 'so2': 7.27, 'soot': 26.33}\n",
            "Transformed: {'no2_normalized': -0.007980347, 'pm10_normalized': 0.06744933, 'so2_normalized': -8.254593, 'soot_normalized': 0.19999999}\n",
            "Raw:  {'pm10': 29.55, 'no2': 29.96, 'so2': 7.25, 'soot': 30.67}\n",
            "Transformed: {'no2_normalized': -2.7179794, 'pm10_normalized': 0.085539185, 'so2_normalized': -8.274593, 'soot_normalized': 0.24269551}\n",
            "Raw:  {'pm10': 29.72, 'no2': 26.69, 'so2': 5.99, 'soot': 24.72}\n",
            "Transformed: {'no2_normalized': -5.987978, 'pm10_normalized': 0.0861668, 'so2_normalized': -9.534594, 'soot_normalized': 0.18416132}\n",
            "Raw:  {'pm10': 30.88, 'no2': 31.33, 'so2': 6.13, 'soot': 27.72}\n",
            "Transformed: {'no2_normalized': -1.3479786, 'pm10_normalized': 0.090449296, 'so2_normalized': -9.394593, 'soot_normalized': 0.21367435}\n",
            "Raw:  {'pm10': 39.03, 'no2': 38.27, 'so2': 6.83, 'soot': 39.94}\n",
            "Transformed: {'no2_normalized': 5.592022, 'pm10_normalized': 0.12053752, 'so2_normalized': -8.694593, 'soot_normalized': 0.33389077}\n",
            "Raw:  {'pm10': 39.1, 'no2': 34.01, 'so2': 6.35, 'soot': 30.44}\n",
            "Transformed: {'no2_normalized': 1.3320198, 'pm10_normalized': 0.12079594, 'so2_normalized': -9.174593, 'soot_normalized': 0.24043284}\n",
            "Raw:  {'pm10': 35.33, 'no2': 28.55, 'so2': 5.99, 'soot': 19.72}\n",
            "Transformed: {'no2_normalized': -4.1279793, 'pm10_normalized': 0.10687784, 'so2_normalized': -9.534594, 'soot_normalized': 0.13497293}\n",
            "Raw:  {'pm10': 30.78, 'no2': 36.65, 'so2': 6.29, 'soot': 27.44}\n",
            "Transformed: {'no2_normalized': 3.972023, 'pm10_normalized': 0.09008012, 'so2_normalized': -9.234593, 'soot_normalized': 0.21091981}\n",
            "Raw:  {'pm10': 43.18, 'no2': 38.34, 'so2': 8.73, 'soot': 32.05}\n",
            "Transformed: {'no2_normalized': 5.6620216, 'pm10_normalized': 0.13585852, 'so2_normalized': -6.794594, 'soot_normalized': 0.2562715}\n",
            "Raw:  {'pm10': 49.65, 'no2': 38.41, 'so2': 7.46, 'soot': 31.63}\n",
            "Transformed: {'no2_normalized': 5.7320213, 'pm10_normalized': 0.15974453, 'so2_normalized': -8.064593, 'soot_normalized': 0.25213966}\n",
            "Raw:  {'pm10': 29.47, 'no2': 23.64, 'so2': 5.69, 'soot': 20.58}\n",
            "Transformed: {'no2_normalized': -9.037979, 'pm10_normalized': 0.08524384, 'so2_normalized': -9.834593, 'soot_normalized': 0.14343335}\n",
            "Raw:  {'pm10': 29.02, 'no2': 23.46, 'so2': 6.37, 'soot': 15.63}\n",
            "Transformed: {'no2_normalized': -9.217979, 'pm10_normalized': 0.08358253, 'so2_normalized': -9.154593, 'soot_normalized': 0.09473684}\n",
            "Raw:  {'pm10': 32.68, 'no2': 28.01, 'so2': 7.14, 'soot': 20.28}\n",
            "Transformed: {'no2_normalized': -4.6679783, 'pm10_normalized': 0.09709454, 'so2_normalized': -8.384594, 'soot_normalized': 0.14048204}\n",
            "Raw:  {'pm10': 29.15, 'no2': 27.35, 'so2': 6.55, 'soot': 16.61}\n",
            "Transformed: {'no2_normalized': -5.327978, 'pm10_normalized': 0.084062465, 'so2_normalized': -8.974593, 'soot_normalized': 0.10437777}\n",
            "Raw:  {'pm10': 44.52, 'no2': 41.29, 'so2': 9.12, 'soot': 33.78}\n",
            "Transformed: {'no2_normalized': 8.612022, 'pm10_normalized': 0.14080554, 'so2_normalized': -6.4045935, 'soot_normalized': 0.27329066}\n",
            "Raw:  {'pm10': 41.08, 'no2': 37.14, 'so2': 8.82, 'soot': 26.28}\n",
            "Transformed: {'no2_normalized': 4.462021, 'pm10_normalized': 0.12810573, 'so2_normalized': -6.7045937, 'soot_normalized': 0.19950812}\n",
            "Raw:  {'pm10': 34.68, 'no2': 33.48, 'so2': 7.44, 'soot': 18.61}\n",
            "Transformed: {'no2_normalized': 0.802021, 'pm10_normalized': 0.10447816, 'so2_normalized': -8.084593, 'soot_normalized': 0.12405312}\n",
            "Raw:  {'pm10': 23.5, 'no2': 27.46, 'so2': 5.82, 'soot': 13.56}\n",
            "Transformed: {'no2_normalized': -5.2179794, 'pm10_normalized': 0.063203745, 'so2_normalized': -9.704594, 'soot_normalized': 0.07437285}\n",
            "Raw:  {'pm10': 16.6, 'no2': 34.98, 'so2': 6.45, 'soot': 18.44}\n",
            "Transformed: {'no2_normalized': 2.302021, 'pm10_normalized': 0.037730277, 'so2_normalized': -9.074594, 'soot_normalized': 0.12238072}\n",
            "Raw:  {'pm10': 37.23, 'no2': 26.58, 'so2': 9.04, 'soot': 22.71}\n",
            "Transformed: {'no2_normalized': -6.0979786, 'pm10_normalized': 0.113892265, 'so2_normalized': -6.4845934, 'soot_normalized': 0.16438758}\n",
            "Raw:  {'pm10': 35.1, 'no2': 32.8, 'so2': 10.45, 'soot': 27.29}\n",
            "Transformed: {'no2_normalized': 0.12202072, 'pm10_normalized': 0.10602871, 'so2_normalized': -5.0745935, 'soot_normalized': 0.20944417}\n",
            "Raw:  {'pm10': 45.34, 'no2': 35.99, 'so2': 10.46, 'soot': 36.89}\n",
            "Transformed: {'no2_normalized': 3.3120232, 'pm10_normalized': 0.14383283, 'so2_normalized': -5.0645933, 'soot_normalized': 0.30388585}\n",
            "Raw:  {'pm10': 38.91, 'no2': 31.69, 'so2': 8.58, 'soot': 31.79}\n",
            "Transformed: {'no2_normalized': -0.987978, 'pm10_normalized': 0.12009451, 'so2_normalized': -6.9445934, 'soot_normalized': 0.25371373}\n",
            "Raw:  {'pm10': 31.07, 'no2': 23.5, 'so2': 9.45, 'soot': 16.05}\n",
            "Transformed: {'no2_normalized': -9.1779785, 'pm10_normalized': 0.09115073, 'so2_normalized': -6.0745935, 'soot_normalized': 0.09886865}\n",
            "Raw:  {'pm10': 21.63, 'no2': 23.52, 'so2': 9.79, 'soot': 16.26}\n",
            "Transformed: {'no2_normalized': -9.157978, 'pm10_normalized': 0.056300066, 'so2_normalized': -5.7345934, 'soot_normalized': 0.10093457}\n",
            "Raw:  {'pm10': 25.56, 'no2': 24.69, 'so2': 9.5, 'soot': 15.79}\n",
            "Transformed: {'no2_normalized': -7.987978, 'pm10_normalized': 0.07080887, 'so2_normalized': -6.0245934, 'soot_normalized': 0.09631086}\n",
            "Raw:  {'pm10': 26.8, 'no2': 28.13, 'so2': 9.64, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': -4.5479794, 'pm10_normalized': 0.07538671, 'so2_normalized': -5.884593, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 36.16, 'no2': 35.44, 'so2': 10.63, 'soot': 22.11}\n",
            "Transformed: {'no2_normalized': 2.76202, 'pm10_normalized': 0.109942034, 'so2_normalized': -4.8945932, 'soot_normalized': 0.158485}\n",
            "Raw:  {'pm10': 44.6, 'no2': 38.62, 'so2': 10.66, 'soot': 28.11}\n",
            "Transformed: {'no2_normalized': 5.9420204, 'pm10_normalized': 0.14110088, 'so2_normalized': -4.8645935, 'soot_normalized': 0.21751106}\n",
            "Raw:  {'pm10': 41.44, 'no2': 39.32, 'so2': 12.22, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': 6.642021, 'pm10_normalized': 0.12943478, 'so2_normalized': -3.304593, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 36.16, 'no2': 33.64, 'so2': 9.88, 'soot': 16.74}\n",
            "Transformed: {'no2_normalized': 0.9620209, 'pm10_normalized': 0.109942034, 'so2_normalized': -5.6445932, 'soot_normalized': 0.10565665}\n",
            "Raw:  {'pm10': 35.67, 'no2': 35.21, 'so2': 10.07, 'soot': 16.95}\n",
            "Transformed: {'no2_normalized': 2.5320206, 'pm10_normalized': 0.10813304, 'so2_normalized': -5.4545937, 'soot_normalized': 0.10772258}\n",
            "Raw:  {'pm10': 33.06, 'no2': 31.85, 'so2': 8.76, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': -0.82797813, 'pm10_normalized': 0.098497435, 'so2_normalized': -6.764593, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 27.33, 'no2': 32.64, 'so2': 8.38, 'soot': 15.53}\n",
            "Transformed: {'no2_normalized': -0.037979126, 'pm10_normalized': 0.077343374, 'so2_normalized': -7.1445932, 'soot_normalized': 0.09375306}\n",
            "Raw:  {'pm10': 27.23, 'no2': 29.51, 'so2': 8.26, 'soot': 13.95}\n",
            "Transformed: {'no2_normalized': -3.1679783, 'pm10_normalized': 0.07697419, 'so2_normalized': -7.264593, 'soot_normalized': 0.078209534}\n",
            "Raw:  {'pm10': 27.59, 'no2': 23.78, 'so2': 10.87, 'soot': 12.95}\n",
            "Transformed: {'no2_normalized': -8.897978, 'pm10_normalized': 0.07830324, 'so2_normalized': -4.6545935, 'soot_normalized': 0.068371855}\n",
            "Raw:  {'pm10': 35.89, 'no2': 26.81, 'so2': 8.38, 'soot': 16.56}\n",
            "Transformed: {'no2_normalized': -5.867979, 'pm10_normalized': 0.10894524, 'so2_normalized': -7.1445932, 'soot_normalized': 0.103885874}\n",
            "Raw:  {'pm10': 44.86, 'no2': 25.72, 'so2': 8.4, 'soot': 15.44}\n",
            "Transformed: {'no2_normalized': -6.957979, 'pm10_normalized': 0.14206077, 'so2_normalized': -7.1245937, 'soot_normalized': 0.09286767}\n",
            "Raw:  {'pm10': 29.77, 'no2': 21.58, 'so2': 8.75, 'soot': 13.28}\n",
            "Transformed: {'no2_normalized': -11.097979, 'pm10_normalized': 0.08635138, 'so2_normalized': -6.7745934, 'soot_normalized': 0.07161829}\n",
            "Raw:  {'pm10': 30.96, 'no2': 28.73, 'so2': 15.06, 'soot': 17.83}\n",
            "Transformed: {'no2_normalized': -3.947979, 'pm10_normalized': 0.09074463, 'so2_normalized': -0.46459293, 'soot_normalized': 0.11637972}\n",
            "Raw:  {'pm10': 57.3, 'no2': 36.37, 'so2': 12.94, 'soot': 44.11}\n",
            "Transformed: {'no2_normalized': 3.6920204, 'pm10_normalized': 0.18798685, 'so2_normalized': -2.5845938, 'soot_normalized': 0.3749139}\n",
            "Raw:  {'pm10': 58.61, 'no2': 40.18, 'so2': 13.67, 'soot': 46.53}\n",
            "Transformed: {'no2_normalized': 7.502022, 'pm10_normalized': 0.19282313, 'so2_normalized': -1.8545933, 'soot_normalized': 0.39872107}\n",
            "Raw:  {'pm10': 72.41, 'no2': 41.48, 'so2': 16.95, 'soot': 49.74}\n",
            "Transformed: {'no2_normalized': 8.802021, 'pm10_normalized': 0.2437701, 'so2_normalized': 1.4254074, 'soot_normalized': 0.43030003}\n",
            "Raw:  {'pm10': 56.54, 'no2': 31.14, 'so2': 11.12, 'soot': 27.68}\n",
            "Transformed: {'no2_normalized': -1.5379791, 'pm10_normalized': 0.18518108, 'so2_normalized': -4.4045935, 'soot_normalized': 0.21328086}\n",
            "Raw:  {'pm10': 46.89, 'no2': 30.41, 'so2': 11.38, 'soot': 23.0}\n",
            "Transformed: {'no2_normalized': -2.2679787, 'pm10_normalized': 0.14955513, 'so2_normalized': -4.1445932, 'soot_normalized': 0.16724052}\n",
            "Raw:  {'pm10': 51.53, 'no2': 27.79, 'so2': 7.96, 'soot': 22.84}\n",
            "Transformed: {'no2_normalized': -4.8879776, 'pm10_normalized': 0.16668512, 'so2_normalized': -7.5645933, 'soot_normalized': 0.16566649}\n",
            "Raw:  {'pm10': 45.69, 'no2': 28.56, 'so2': 8.81, 'soot': 26.05}\n",
            "Transformed: {'no2_normalized': -4.117979, 'pm10_normalized': 0.14512496, 'so2_normalized': -6.714593, 'soot_normalized': 0.19724543}\n",
            "Raw:  {'pm10': 65.01, 'no2': 32.13, 'so2': 12.03, 'soot': 29.58}\n",
            "Transformed: {'no2_normalized': -0.54797745, 'pm10_normalized': 0.21645069, 'so2_normalized': -3.4945936, 'soot_normalized': 0.23197244}\n",
            "Raw:  {'pm10': 67.43, 'no2': 33.04, 'so2': 12.4, 'soot': 22.16}\n",
            "Transformed: {'no2_normalized': 0.3620224, 'pm10_normalized': 0.22538486, 'so2_normalized': -3.1245937, 'soot_normalized': 0.15897687}\n",
            "Raw:  {'pm10': 62.53, 'no2': 32.34, 'so2': 13.1, 'soot': 25.41}\n",
            "Transformed: {'no2_normalized': -0.33797836, 'pm10_normalized': 0.207295, 'so2_normalized': -2.424593, 'soot_normalized': 0.19094932}\n",
            "Raw:  {'pm10': 46.23, 'no2': 29.15, 'so2': 8.77, 'soot': 18.01}\n",
            "Transformed: {'no2_normalized': -3.527979, 'pm10_normalized': 0.14711854, 'so2_normalized': -6.754593, 'soot_normalized': 0.11815051}\n",
            "Raw:  {'pm10': 41.7, 'no2': 26.28, 'so2': 8.47, 'soot': 15.48}\n",
            "Transformed: {'no2_normalized': -6.397978, 'pm10_normalized': 0.13039465, 'so2_normalized': -7.054593, 'soot_normalized': 0.09326118}\n",
            "Raw:  {'pm10': 47.73, 'no2': 31.35, 'so2': 8.11, 'soot': 19.16}\n",
            "Transformed: {'no2_normalized': -1.3279781, 'pm10_normalized': 0.15265624, 'so2_normalized': -7.4145937, 'soot_normalized': 0.12946384}\n",
            "Raw:  {'pm10': 55.2, 'no2': 31.54, 'so2': 11.81, 'soot': 32.88}\n",
            "Transformed: {'no2_normalized': -1.1379776, 'pm10_normalized': 0.18023406, 'so2_normalized': -3.714593, 'soot_normalized': 0.26443678}\n",
            "Raw:  {'pm10': 58.04, 'no2': 35.99, 'so2': 13.56, 'soot': 46.51}\n",
            "Transformed: {'no2_normalized': 3.3120232, 'pm10_normalized': 0.1907188, 'so2_normalized': -1.9645929, 'soot_normalized': 0.3985243}\n",
            "Raw:  {'pm10': 59.5, 'no2': 37.69, 'so2': 14.54, 'soot': 45.46}\n",
            "Transformed: {'no2_normalized': 5.01202, 'pm10_normalized': 0.19610883, 'so2_normalized': -0.9845934, 'soot_normalized': 0.38819474}\n",
            "Raw:  {'pm10': 58.47, 'no2': 39.41, 'so2': 13.25, 'soot': 35.6}\n",
            "Transformed: {'no2_normalized': 6.7320213, 'pm10_normalized': 0.19230627, 'so2_normalized': -2.2745934, 'soot_normalized': 0.29119524}\n",
            "Raw:  {'pm10': 68.49, 'no2': 36.33, 'so2': 12.65, 'soot': 38.73}\n",
            "Transformed: {'no2_normalized': 3.6520233, 'pm10_normalized': 0.22929817, 'so2_normalized': -2.8745937, 'soot_normalized': 0.32198718}\n",
            "Raw:  {'pm10': 67.77, 'no2': 27.29, 'so2': 10.57, 'soot': 24.49}\n",
            "Transformed: {'no2_normalized': -5.3879776, 'pm10_normalized': 0.22664006, 'so2_normalized': -4.9545937, 'soot_normalized': 0.18189865}\n",
            "Raw:  {'pm10': 51.94, 'no2': 20.87, 'so2': 7.33, 'soot': 16.07}\n",
            "Transformed: {'no2_normalized': -11.807978, 'pm10_normalized': 0.16819875, 'so2_normalized': -8.194593, 'soot_normalized': 0.09906541}\n",
            "Raw:  {'pm10': 24.83, 'no2': 23.61, 'so2': 7.41, 'soot': 17.44}\n",
            "Transformed: {'no2_normalized': -9.067978, 'pm10_normalized': 0.068113856, 'so2_normalized': -8.1145935, 'soot_normalized': 0.11254304}\n",
            "Raw:  {'pm10': 43.67, 'no2': 20.29, 'so2': 6.35, 'soot': 15.37}\n",
            "Transformed: {'no2_normalized': -12.387978, 'pm10_normalized': 0.1376675, 'so2_normalized': -9.174593, 'soot_normalized': 0.09217904}\n",
            "Raw:  {'pm10': 35.4, 'no2': 19.31, 'so2': 8.12, 'soot': 17.98}\n",
            "Transformed: {'no2_normalized': -13.367979, 'pm10_normalized': 0.107136264, 'so2_normalized': -7.4045935, 'soot_normalized': 0.11785538}\n",
            "Raw:  {'pm10': 45.07, 'no2': 21.77, 'so2': 11.14, 'soot': 22.47}\n",
            "Transformed: {'no2_normalized': -10.907978, 'pm10_normalized': 0.14283603, 'so2_normalized': -4.384593, 'soot_normalized': 0.16202654}\n",
            "Raw:  {'pm10': 40.04, 'no2': 24.65, 'so2': 10.74, 'soot': 20.88}\n",
            "Transformed: {'no2_normalized': -8.027979, 'pm10_normalized': 0.12426625, 'so2_normalized': -4.7845936, 'soot_normalized': 0.14638464}\n",
            "Raw:  {'pm10': 59.6, 'no2': 23.75, 'so2': 14.85, 'soot': 23.85}\n",
            "Transformed: {'no2_normalized': -8.9279785, 'pm10_normalized': 0.19647801, 'so2_normalized': -0.674593, 'soot_normalized': 0.17560256}\n",
            "Raw:  {'pm10': 30.63, 'no2': 20.7, 'so2': 7.92, 'soot': 15.94}\n",
            "Transformed: {'no2_normalized': -11.977978, 'pm10_normalized': 0.08952634, 'so2_normalized': -7.6045933, 'soot_normalized': 0.097786516}\n",
            "Raw:  {'pm10': 34.59, 'no2': 22.57, 'so2': 8.2, 'soot': 19.57}\n",
            "Transformed: {'no2_normalized': -10.107979, 'pm10_normalized': 0.1041459, 'so2_normalized': -7.3245935, 'soot_normalized': 0.13349728}\n",
            "Raw:  {'pm10': 56.49, 'no2': 27.55, 'so2': 16.01, 'soot': 22.97}\n",
            "Transformed: {'no2_normalized': -5.1279793, 'pm10_normalized': 0.1849965, 'so2_normalized': 0.48540688, 'soot_normalized': 0.16694538}\n",
            "Raw:  {'pm10': 62.83, 'no2': 35.17, 'so2': 16.8, 'soot': 38.48}\n",
            "Transformed: {'no2_normalized': 2.4920197, 'pm10_normalized': 0.20840256, 'so2_normalized': 1.2754059, 'soot_normalized': 0.31952778}\n",
            "Raw:  {'pm10': 33.43, 'no2': 25.69, 'so2': 11.46, 'soot': 17.85}\n",
            "Transformed: {'no2_normalized': -6.987978, 'pm10_normalized': 0.0998634, 'so2_normalized': -4.0645933, 'soot_normalized': 0.116576485}\n",
            "Raw:  {'pm10': 33.87, 'no2': 22.43, 'so2': 9.38, 'soot': 19.12}\n",
            "Transformed: {'no2_normalized': -10.247978, 'pm10_normalized': 0.10148779, 'so2_normalized': -6.1445932, 'soot_normalized': 0.12907034}\n",
            "Raw:  {'pm10': 37.84, 'no2': 19.87, 'so2': 9.04, 'soot': 18.92}\n",
            "Transformed: {'no2_normalized': -12.807978, 'pm10_normalized': 0.11614427, 'so2_normalized': -6.4845934, 'soot_normalized': 0.12710279}\n",
            "Raw:  {'pm10': 39.01, 'no2': 22.68, 'so2': 8.4, 'soot': 20.68}\n",
            "Transformed: {'no2_normalized': -9.997978, 'pm10_normalized': 0.12046368, 'so2_normalized': -7.1245937, 'soot_normalized': 0.1444171}\n",
            "Raw:  {'pm10': 47.46, 'no2': 22.98, 'so2': 9.35, 'soot': 20.2}\n",
            "Transformed: {'no2_normalized': -9.697979, 'pm10_normalized': 0.15165946, 'so2_normalized': -6.174593, 'soot_normalized': 0.13969503}\n",
            "Raw:  {'pm10': 53.29, 'no2': 18.48, 'so2': 8.85, 'soot': 20.99}\n",
            "Transformed: {'no2_normalized': -14.197979, 'pm10_normalized': 0.17318271, 'so2_normalized': -6.674593, 'soot_normalized': 0.1474668}\n",
            "Raw:  {'pm10': 40.2, 'no2': 18.45, 'so2': 10.05, 'soot': 20.79}\n",
            "Transformed: {'no2_normalized': -14.227978, 'pm10_normalized': 0.12485694, 'so2_normalized': -5.474593, 'soot_normalized': 0.14549926}\n",
            "Raw:  {'pm10': 46.99, 'no2': 20.68, 'so2': 9.38, 'soot': 19.44}\n",
            "Transformed: {'no2_normalized': -11.997978, 'pm10_normalized': 0.14992432, 'so2_normalized': -6.1445932, 'soot_normalized': 0.13221839}\n",
            "Raw:  {'pm10': 42.69, 'no2': 20.21, 'so2': 7.47, 'soot': 19.79}\n",
            "Transformed: {'no2_normalized': -12.467979, 'pm10_normalized': 0.13404953, 'so2_normalized': -8.054594, 'soot_normalized': 0.13566159}\n",
            "Raw:  {'pm10': 34.79, 'no2': 20.26, 'so2': 7.42, 'soot': 22.27}\n",
            "Transformed: {'no2_normalized': -12.417978, 'pm10_normalized': 0.10488426, 'so2_normalized': -8.104593, 'soot_normalized': 0.16005902}\n",
            "Raw:  {'pm10': 84.77, 'no2': 25.26, 'so2': 17.41, 'soot': 22.72}\n",
            "Transformed: {'no2_normalized': -7.4179783, 'pm10_normalized': 0.28940082, 'so2_normalized': 1.8854065, 'soot_normalized': 0.16448596}\n",
            "Raw:  {'pm10': 46.31, 'no2': 22.39, 'so2': 12.91, 'soot': 15.59}\n",
            "Transformed: {'no2_normalized': -10.287979, 'pm10_normalized': 0.1474139, 'so2_normalized': -2.6145935, 'soot_normalized': 0.09434333}\n",
            "Raw:  {'pm10': 37.93, 'no2': 21.1, 'so2': 9.2, 'soot': 16.06}\n",
            "Transformed: {'no2_normalized': -11.577978, 'pm10_normalized': 0.116476536, 'so2_normalized': -6.3245935, 'soot_normalized': 0.09896703}\n",
            "Raw:  {'pm10': 42.17, 'no2': 21.92, 'so2': 12.92, 'soot': 15.44}\n",
            "Transformed: {'no2_normalized': -10.757978, 'pm10_normalized': 0.13212979, 'so2_normalized': -2.6045933, 'soot_normalized': 0.09286767}\n",
            "Raw:  {'pm10': 37.96, 'no2': 22.86, 'so2': 14.88, 'soot': 17.44}\n",
            "Transformed: {'no2_normalized': -9.817978, 'pm10_normalized': 0.11658728, 'so2_normalized': -0.64459324, 'soot_normalized': 0.11254304}\n",
            "Raw:  {'pm10': 36.4, 'no2': 25.35, 'so2': 12.02, 'soot': 14.65}\n",
            "Transformed: {'no2_normalized': -7.327978, 'pm10_normalized': 0.11082807, 'so2_normalized': -3.504593, 'soot_normalized': 0.085095905}\n",
            "Raw:  {'pm10': 42.59, 'no2': 26.24, 'so2': 11.51, 'soot': 24.18}\n",
            "Transformed: {'no2_normalized': -6.4379787, 'pm10_normalized': 0.13368036, 'so2_normalized': -4.014593, 'soot_normalized': 0.17884898}\n",
            "Raw:  {'pm10': 43.39, 'no2': 25.06, 'so2': 10.21, 'soot': 19.94}\n",
            "Transformed: {'no2_normalized': -7.617979, 'pm10_normalized': 0.1366338, 'so2_normalized': -5.3145933, 'soot_normalized': 0.13713723}\n",
            "Raw:  {'pm10': 35.03, 'no2': 27.33, 'so2': 12.52, 'soot': 27.35}\n",
            "Transformed: {'no2_normalized': -5.3479786, 'pm10_normalized': 0.10577029, 'so2_normalized': -3.004593, 'soot_normalized': 0.21003443}\n",
            "Raw:  {'pm10': 29.26, 'no2': 20.64, 'so2': 10.11, 'soot': 15.13}\n",
            "Transformed: {'no2_normalized': -12.037979, 'pm10_normalized': 0.084468566, 'so2_normalized': -5.4145937, 'soot_normalized': 0.089818}\n",
            "Raw:  {'pm10': 22.59, 'no2': 19.9, 'so2': 9.03, 'soot': 15.76}\n",
            "Transformed: {'no2_normalized': -12.777979, 'pm10_normalized': 0.059844203, 'so2_normalized': -6.4945936, 'soot_normalized': 0.09601574}\n",
            "Raw:  {'pm10': 46.01, 'no2': 25.07, 'so2': 12.18, 'soot': 32.82}\n",
            "Transformed: {'no2_normalized': -7.607979, 'pm10_normalized': 0.14630634, 'so2_normalized': -3.344593, 'soot_normalized': 0.26384652}\n",
            "Raw:  {'pm10': 80.77, 'no2': 33.71, 'so2': 21.26, 'soot': 67.0}\n",
            "Transformed: {'no2_normalized': 1.0320206, 'pm10_normalized': 0.2746336, 'so2_normalized': 5.735407, 'soot_normalized': 0.6000983}\n",
            "Raw:  {'pm10': 103.1, 'no2': 36.28, 'so2': 22.09, 'soot': 78.69}\n",
            "Transformed: {'no2_normalized': 3.6020203, 'pm10_normalized': 0.35707167, 'so2_normalized': 6.565407, 'soot_normalized': 0.7151008}\n",
            "Raw:  {'pm10': 41.54, 'no2': 29.37, 'so2': 15.23, 'soot': 31.12}\n",
            "Transformed: {'no2_normalized': -3.3079777, 'pm10_normalized': 0.12980397, 'so2_normalized': -0.2945938, 'soot_normalized': 0.24712247}\n",
            "Raw:  {'pm10': 83.74, 'no2': 35.91, 'so2': 20.84, 'soot': 77.0}\n",
            "Transformed: {'no2_normalized': 3.2320213, 'pm10_normalized': 0.28559825, 'so2_normalized': 5.315407, 'soot_normalized': 0.6984751}\n",
            "Raw:  {'pm10': 75.59, 'no2': 34.85, 'so2': 17.12, 'soot': 51.31}\n",
            "Transformed: {'no2_normalized': 2.17202, 'pm10_normalized': 0.25551003, 'so2_normalized': 1.5954075, 'soot_normalized': 0.4457452}\n",
            "Raw:  {'pm10': 91.5, 'no2': 41.48, 'so2': 18.14, 'soot': 65.31}\n",
            "Transformed: {'no2_normalized': 8.802021, 'pm10_normalized': 0.31424668, 'so2_normalized': 2.615406, 'soot_normalized': 0.58347267}\n",
            "Raw:  {'pm10': 93.13, 'no2': 39.99, 'so2': 17.11, 'soot': 54.94}\n",
            "Transformed: {'no2_normalized': 7.312023, 'pm10_normalized': 0.32026434, 'so2_normalized': 1.5854073, 'soot_normalized': 0.48145592}\n",
            "Raw:  {'pm10': 125.61, 'no2': 47.05, 'so2': 19.54, 'soot': 70.6}\n",
            "Transformed: {'no2_normalized': 14.372021, 'pm10_normalized': 0.44017425, 'so2_normalized': 4.0154076, 'soot_normalized': 0.63551396}\n",
            "Raw:  {'pm10': 119.37, 'no2': 46.87, 'so2': 20.23, 'soot': 54.67}\n",
            "Transformed: {'no2_normalized': 14.19202, 'pm10_normalized': 0.41713738, 'so2_normalized': 4.705406, 'soot_normalized': 0.47879976}\n",
            "Raw:  {'pm10': 78.31, 'no2': 35.85, 'so2': 14.13, 'soot': 23.2}\n",
            "Transformed: {'no2_normalized': 3.17202, 'pm10_normalized': 0.26555175, 'so2_normalized': -1.3945932, 'soot_normalized': 0.16920806}\n",
            "Raw:  {'pm10': 100.0, 'no2': 37.37, 'so2': 19.76, 'soot': 36.07}\n",
            "Transformed: {'no2_normalized': 4.6920204, 'pm10_normalized': 0.34562707, 'so2_normalized': 4.235407, 'soot_normalized': 0.29581895}\n",
            "Raw:  {'pm10': 127.2, 'no2': 40.72, 'so2': 24.14, 'soot': 69.87}\n",
            "Transformed: {'no2_normalized': 8.042023, 'pm10_normalized': 0.44604424, 'so2_normalized': 8.615406, 'soot_normalized': 0.6283325}\n",
            "Raw:  {'pm10': 103.84, 'no2': 40.82, 'so2': 23.23, 'soot': 54.27}\n",
            "Transformed: {'no2_normalized': 8.142021, 'pm10_normalized': 0.3598036, 'so2_normalized': 7.705406, 'soot_normalized': 0.47486472}\n",
            "Raw:  {'pm10': 110.46, 'no2': 43.69, 'so2': 23.03, 'soot': 64.33}\n",
            "Transformed: {'no2_normalized': 11.01202, 'pm10_normalized': 0.38424337, 'so2_normalized': 7.5054073, 'soot_normalized': 0.57383174}\n",
            "Raw:  {'pm10': 101.63, 'no2': 39.73, 'so2': 26.96, 'soot': 63.82}\n",
            "Transformed: {'no2_normalized': 7.052021, 'pm10_normalized': 0.3516447, 'so2_normalized': 11.435406, 'soot_normalized': 0.5688145}\n",
            "Raw:  {'pm10': 51.34, 'no2': 38.4, 'so2': 17.15, 'soot': 26.35}\n",
            "Transformed: {'no2_normalized': 5.722023, 'pm10_normalized': 0.16598368, 'so2_normalized': 1.6254063, 'soot_normalized': 0.20019674}\n",
            "Raw:  {'pm10': 42.81, 'no2': 41.32, 'so2': 15.24, 'soot': 19.82}\n",
            "Transformed: {'no2_normalized': 8.642021, 'pm10_normalized': 0.13449256, 'so2_normalized': -0.28459358, 'soot_normalized': 0.1359567}\n",
            "Raw:  {'pm10': 43.37, 'no2': 38.79, 'so2': 15.24, 'soot': 15.5}\n",
            "Transformed: {'no2_normalized': 6.1120224, 'pm10_normalized': 0.13655996, 'so2_normalized': -0.28459358, 'soot_normalized': 0.09345794}\n",
            "Raw:  {'pm10': 19.93, 'no2': 18.78, 'so2': 9.43, 'soot': 12.69}\n",
            "Transformed: {'no2_normalized': -13.897978, 'pm10_normalized': 0.050023995, 'so2_normalized': -6.094593, 'soot_normalized': 0.06581406}\n",
            "Raw:  {'pm10': 25.21, 'no2': 19.95, 'so2': 8.72, 'soot': 15.38}\n",
            "Transformed: {'no2_normalized': -12.727978, 'pm10_normalized': 0.06951673, 'so2_normalized': -6.804593, 'soot_normalized': 0.092277415}\n",
            "Raw:  {'pm10': 42.41, 'no2': 17.94, 'so2': 10.58, 'soot': 18.13}\n",
            "Transformed: {'no2_normalized': -14.737978, 'pm10_normalized': 0.13301583, 'so2_normalized': -4.9445934, 'soot_normalized': 0.119331025}\n",
            "Raw:  {'pm10': 51.86, 'no2': 19.47, 'so2': 14.17, 'soot': 17.32}\n",
            "Transformed: {'no2_normalized': -13.207979, 'pm10_normalized': 0.16790342, 'so2_normalized': -1.3545933, 'soot_normalized': 0.11136251}\n",
            "Raw:  {'pm10': 38.05, 'no2': 16.15, 'so2': 9.63, 'soot': 16.53}\n",
            "Transformed: {'no2_normalized': -16.527979, 'pm10_normalized': 0.11691955, 'so2_normalized': -5.8945932, 'soot_normalized': 0.10359076}\n",
            "Raw:  {'pm10': 49.78, 'no2': 19.94, 'so2': 10.11, 'soot': 18.74}\n",
            "Transformed: {'no2_normalized': -12.737978, 'pm10_normalized': 0.16022445, 'so2_normalized': -5.4145937, 'soot_normalized': 0.12533201}\n",
            "Raw:  {'pm10': 80.49, 'no2': 19.3, 'so2': 19.37, 'soot': 26.25}\n",
            "Transformed: {'no2_normalized': -13.377979, 'pm10_normalized': 0.2735999, 'so2_normalized': 3.8454075, 'soot_normalized': 0.19921297}\n",
            "Raw:  {'pm10': 76.74, 'no2': 18.19, 'so2': 15.01, 'soot': 23.02}\n",
            "Transformed: {'no2_normalized': -14.487978, 'pm10_normalized': 0.2597556, 'so2_normalized': -0.5145931, 'soot_normalized': 0.16743729}\n",
            "Raw:  {'pm10': 25.86, 'no2': 19.35, 'so2': 16.13, 'soot': 21.69}\n",
            "Transformed: {'no2_normalized': -13.327978, 'pm10_normalized': 0.07191642, 'so2_normalized': 0.6054058, 'soot_normalized': 0.15435317}\n",
            "Raw:  {'pm10': 52.83, 'no2': 23.99, 'so2': 12.51, 'soot': 20.69}\n",
            "Transformed: {'no2_normalized': -8.687979, 'pm10_normalized': 0.17148447, 'so2_normalized': -3.0145931, 'soot_normalized': 0.14451548}\n",
            "Raw:  {'pm10': 49.26, 'no2': 29.99, 'so2': 14.75, 'soot': 20.39}\n",
            "Transformed: {'no2_normalized': -2.6879787, 'pm10_normalized': 0.1583047, 'so2_normalized': -0.77459335, 'soot_normalized': 0.14156418}\n",
            "Raw:  {'pm10': 31.85, 'no2': 22.5, 'so2': 11.06, 'soot': 15.66}\n",
            "Transformed: {'no2_normalized': -10.1779785, 'pm10_normalized': 0.09403035, 'so2_normalized': -4.464593, 'soot_normalized': 0.09503196}\n",
            "Raw:  {'pm10': 35.2, 'no2': 24.68, 'so2': 13.2, 'soot': 15.84}\n",
            "Transformed: {'no2_normalized': -7.997978, 'pm10_normalized': 0.106397904, 'so2_normalized': -2.3245935, 'soot_normalized': 0.09680275}\n",
            "Raw:  {'pm10': 39.49, 'no2': 23.11, 'so2': 18.13, 'soot': 18.21}\n",
            "Transformed: {'no2_normalized': -9.567978, 'pm10_normalized': 0.12223576, 'so2_normalized': 2.6054058, 'soot_normalized': 0.12011804}\n",
            "Raw:  {'pm10': 40.13, 'no2': 19.04, 'so2': 30.23, 'soot': 14.72}\n",
            "Transformed: {'no2_normalized': -13.637978, 'pm10_normalized': 0.12459852, 'so2_normalized': 14.705406, 'soot_normalized': 0.085784554}\n",
            "Raw:  {'pm10': 48.73, 'no2': 21.21, 'so2': 15.82, 'soot': 17.43}\n",
            "Transformed: {'no2_normalized': -11.467979, 'pm10_normalized': 0.15634805, 'so2_normalized': 0.29540634, 'soot_normalized': 0.11244466}\n",
            "Raw:  {'pm10': 69.81, 'no2': 22.2, 'so2': 18.49, 'soot': 17.42}\n",
            "Transformed: {'no2_normalized': -10.477978, 'pm10_normalized': 0.23417136, 'so2_normalized': 2.9654064, 'soot_normalized': 0.11234628}\n",
            "Raw:  {'pm10': 68.06, 'no2': 23.01, 'so2': 20.7, 'soot': 20.97}\n",
            "Transformed: {'no2_normalized': -9.667978, 'pm10_normalized': 0.2277107, 'so2_normalized': 5.1754074, 'soot_normalized': 0.14727002}\n",
            "Raw:  {'pm10': 95.86, 'no2': 23.85, 'so2': 27.15, 'soot': 26.63}\n",
            "Transformed: {'no2_normalized': -8.827978, 'pm10_normalized': 0.33034298, 'so2_normalized': 11.625406, 'soot_normalized': 0.20295128}\n",
            "Raw:  {'pm10': 84.06, 'no2': 23.04, 'so2': 30.33, 'soot': 26.71}\n",
            "Transformed: {'no2_normalized': -9.637978, 'pm10_normalized': 0.28677964, 'so2_normalized': 14.805407, 'soot_normalized': 0.2037383}\n",
            "Raw:  {'pm10': 101.3, 'no2': 49.31, 'so2': 45.36, 'soot': 34.99}\n",
            "Transformed: {'no2_normalized': 16.632023, 'pm10_normalized': 0.35042644, 'so2_normalized': 29.835407, 'soot_normalized': 0.2851943}\n",
            "Raw:  {'pm10': 41.07, 'no2': 20.94, 'so2': 27.26, 'soot': 14.82}\n",
            "Transformed: {'no2_normalized': -11.737978, 'pm10_normalized': 0.1280688, 'so2_normalized': 11.735407, 'soot_normalized': 0.086768314}\n",
            "Raw:  {'pm10': 45.66, 'no2': 22.73, 'so2': 22.21, 'soot': 26.53}\n",
            "Transformed: {'no2_normalized': -9.947979, 'pm10_normalized': 0.14501421, 'so2_normalized': 6.6854057, 'soot_normalized': 0.20196754}\n",
            "Raw:  {'pm10': 38.16, 'no2': 19.65, 'so2': 18.32, 'soot': 15.34}\n",
            "Transformed: {'no2_normalized': -13.027979, 'pm10_normalized': 0.11732565, 'so2_normalized': 2.7954063, 'soot_normalized': 0.09188391}\n",
            "Raw:  {'pm10': 32.07, 'no2': 21.68, 'so2': 17.37, 'soot': 23.27}\n",
            "Transformed: {'no2_normalized': -10.997978, 'pm10_normalized': 0.09484254, 'so2_normalized': 1.8454075, 'soot_normalized': 0.16989669}\n",
            "Raw:  {'pm10': 20.03, 'no2': 19.2, 'so2': 13.43, 'soot': 16.27}\n",
            "Transformed: {'no2_normalized': -13.477978, 'pm10_normalized': 0.05039318, 'so2_normalized': -2.094593, 'soot_normalized': 0.10103296}\n",
            "Raw:  {'pm10': 18.18, 'no2': 18.27, 'so2': 11.78, 'soot': 12.76}\n",
            "Transformed: {'no2_normalized': -14.407978, 'pm10_normalized': 0.043563332, 'so2_normalized': -3.7445936, 'soot_normalized': 0.066502705}\n",
            "Raw:  {'pm10': 52.72, 'no2': 29.58, 'so2': 18.31, 'soot': 38.75}\n",
            "Transformed: {'no2_normalized': -3.0979786, 'pm10_normalized': 0.17107838, 'so2_normalized': 2.785406, 'soot_normalized': 0.32218394}\n",
            "Raw:  {'pm10': 92.82, 'no2': 31.19, 'so2': 30.75, 'soot': 45.49}\n",
            "Transformed: {'no2_normalized': -1.487978, 'pm10_normalized': 0.31911987, 'so2_normalized': 15.225407, 'soot_normalized': 0.3884899}\n",
            "Raw:  {'pm10': 53.03, 'no2': 29.45, 'so2': 20.16, 'soot': 28.25}\n",
            "Transformed: {'no2_normalized': -3.2279778, 'pm10_normalized': 0.17222282, 'so2_normalized': 4.6354065, 'soot_normalized': 0.21888833}\n",
            "Raw:  {'pm10': 24.4, 'no2': 30.23, 'so2': 17.57, 'soot': 24.09}\n",
            "Transformed: {'no2_normalized': -2.447979, 'pm10_normalized': 0.066526376, 'so2_normalized': 2.0454063, 'soot_normalized': 0.17796358}\n",
            "Raw:  {'pm10': 25.58, 'no2': 12.92, 'so2': 8.34, 'soot': 12.57}\n",
            "Transformed: {'no2_normalized': -19.757978, 'pm10_normalized': 0.070882715, 'so2_normalized': -7.184593, 'soot_normalized': 0.06463354}\n",
            "Raw:  {'pm10': 19.15, 'no2': 9.85, 'so2': 5.42, 'soot': 11.57}\n",
            "Transformed: {'no2_normalized': -22.827978, 'pm10_normalized': 0.047144383, 'so2_normalized': -10.104593, 'soot_normalized': 0.05479586}\n",
            "Raw:  {'pm10': 12.03, 'no2': 9.74, 'so2': 5.45, 'soot': 12.71}\n",
            "Transformed: {'no2_normalized': -22.937979, 'pm10_normalized': 0.020858712, 'so2_normalized': -10.074594, 'soot_normalized': 0.06601082}\n",
            "Raw:  {'pm10': 29.55, 'no2': 19.75, 'so2': 13.62, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': -12.9279785, 'pm10_normalized': 0.085539185, 'so2_normalized': -1.9045935, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 20.48, 'no2': 13.84, 'so2': 8.56, 'soot': 12.5}\n",
            "Transformed: {'no2_normalized': -18.837978, 'pm10_normalized': 0.052054487, 'so2_normalized': -6.964593, 'soot_normalized': 0.063944906}\n",
            "Raw:  {'pm10': 24.37, 'no2': 16.22, 'so2': 10.59, 'soot': 13.64}\n",
            "Transformed: {'no2_normalized': -16.45798, 'pm10_normalized': 0.06641563, 'so2_normalized': -4.934593, 'soot_normalized': 0.07515986}\n",
            "Raw:  {'pm10': 46.03, 'no2': 15.21, 'so2': 12.46, 'soot': 15.57}\n",
            "Transformed: {'no2_normalized': -17.46798, 'pm10_normalized': 0.14638017, 'so2_normalized': -3.0645933, 'soot_normalized': 0.09414657}\n",
            "Raw:  {'pm10': 41.95, 'no2': 14.43, 'so2': 12.11, 'soot': 14.71}\n",
            "Transformed: {'no2_normalized': -18.247978, 'pm10_normalized': 0.1313176, 'so2_normalized': -3.4145937, 'soot_normalized': 0.08568617}\n",
            "Raw:  {'pm10': 22.78, 'no2': 14.17, 'so2': 8.04, 'soot': 13.29}\n",
            "Transformed: {'no2_normalized': -18.507978, 'pm10_normalized': 0.060545653, 'so2_normalized': -7.4845934, 'soot_normalized': 0.07171667}\n",
            "Raw:  {'pm10': 26.2, 'no2': 19.12, 'so2': 9.22, 'soot': 16.86}\n",
            "Transformed: {'no2_normalized': -13.557978, 'pm10_normalized': 0.07317163, 'so2_normalized': -6.304593, 'soot_normalized': 0.10683718}\n",
            "Raw:  {'pm10': 34.28, 'no2': 19.01, 'so2': 16.18, 'soot': 20.64}\n",
            "Transformed: {'no2_normalized': -13.667978, 'pm10_normalized': 0.10300143, 'so2_normalized': 0.65540695, 'soot_normalized': 0.1440236}\n",
            "Raw:  {'pm10': 72.13, 'no2': 31.76, 'so2': 24.77, 'soot': 45.86}\n",
            "Transformed: {'no2_normalized': -0.9179783, 'pm10_normalized': 0.24273637, 'so2_normalized': 9.245407, 'soot_normalized': 0.39212984}\n",
            "Raw:  {'pm10': 77.28, 'no2': 26.22, 'so2': 20.75, 'soot': 32.93}\n",
            "Transformed: {'no2_normalized': -6.457979, 'pm10_normalized': 0.26174918, 'so2_normalized': 5.2254066, 'soot_normalized': 0.26492867}\n",
            "Raw:  {'pm10': 59.6, 'no2': 22.27, 'so2': 21.37, 'soot': 21.93}\n",
            "Transformed: {'no2_normalized': -10.407978, 'pm10_normalized': 0.19647801, 'so2_normalized': 5.8454075, 'soot_normalized': 0.15671422}\n",
            "Raw:  {'pm10': 68.18, 'no2': 20.12, 'so2': 22.31, 'soot': 27.14}\n",
            "Transformed: {'no2_normalized': -12.557978, 'pm10_normalized': 0.22815372, 'so2_normalized': 6.785406, 'soot_normalized': 0.2079685}\n",
            "Raw:  {'pm10': 54.45, 'no2': 17.44, 'so2': 17.86, 'soot': 19.64}\n",
            "Transformed: {'no2_normalized': -15.237978, 'pm10_normalized': 0.1774652, 'so2_normalized': 2.3354073, 'soot_normalized': 0.13418593}\n",
            "Raw:  {'pm10': 35.18, 'no2': 15.29, 'so2': 15.72, 'soot': 16.07}\n",
            "Transformed: {'no2_normalized': -17.387978, 'pm10_normalized': 0.10632406, 'so2_normalized': 0.19540691, 'soot_normalized': 0.09906541}\n",
            "Raw:  {'pm10': 44.7, 'no2': 17.79, 'so2': 18.55, 'soot': 22.79}\n",
            "Transformed: {'no2_normalized': -14.887978, 'pm10_normalized': 0.14147007, 'so2_normalized': 3.025406, 'soot_normalized': 0.16517462}\n",
            "Raw:  {'pm10': 53.18, 'no2': 18.12, 'so2': 16.82, 'soot': 20.29}\n",
            "Transformed: {'no2_normalized': -14.557978, 'pm10_normalized': 0.17277661, 'so2_normalized': 1.2954063, 'soot_normalized': 0.14058043}\n",
            "Raw:  {'pm10': 49.53, 'no2': 21.94, 'so2': 18.65, 'soot': 22.33}\n",
            "Transformed: {'no2_normalized': -10.737978, 'pm10_normalized': 0.1593015, 'so2_normalized': 3.1254063, 'soot_normalized': 0.16064927}\n",
            "Raw:  {'pm10': 46.48, 'no2': 20.3, 'so2': 19.23, 'soot': 21.08}\n",
            "Transformed: {'no2_normalized': -12.377979, 'pm10_normalized': 0.14804149, 'so2_normalized': 3.7054062, 'soot_normalized': 0.14835218}\n",
            "Raw:  {'pm10': 51.43, 'no2': 22.23, 'so2': 28.28, 'soot': 24.15}\n",
            "Transformed: {'no2_normalized': -10.447979, 'pm10_normalized': 0.16631594, 'so2_normalized': 12.755407, 'soot_normalized': 0.17855385}\n",
            "Raw:  {'pm10': 82.13, 'no2': 24.66, 'so2': 25.54, 'soot': 27.54}\n",
            "Transformed: {'no2_normalized': -8.017979, 'pm10_normalized': 0.27965444, 'so2_normalized': 10.015408, 'soot_normalized': 0.21190359}\n",
            "Raw:  {'pm10': 94.2, 'no2': 23.12, 'so2': 30.35, 'soot': 26.08}\n",
            "Transformed: {'no2_normalized': -9.557978, 'pm10_normalized': 0.32421458, 'so2_normalized': 14.825407, 'soot_normalized': 0.19754057}\n",
            "Raw:  {'pm10': 75.83, 'no2': 23.76, 'so2': 27.86, 'soot': 20.31}\n",
            "Transformed: {'no2_normalized': -8.917978, 'pm10_normalized': 0.25639609, 'so2_normalized': 12.335407, 'soot_normalized': 0.14077716}\n",
            "Raw:  {'pm10': 66.7, 'no2': 25.58, 'so2': 22.16, 'soot': 20.29}\n",
            "Transformed: {'no2_normalized': -7.0979786, 'pm10_normalized': 0.22268984, 'so2_normalized': 6.6354065, 'soot_normalized': 0.14058043}\n",
            "Raw:  {'pm10': 64.8, 'no2': 25.73, 'so2': 40.54, 'soot': 16.64}\n",
            "Transformed: {'no2_normalized': -6.947979, 'pm10_normalized': 0.21567543, 'so2_normalized': 25.015408, 'soot_normalized': 0.10467289}\n",
            "Raw:  {'pm10': 104.36, 'no2': 27.14, 'so2': 33.75, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': -5.537979, 'pm10_normalized': 0.36172333, 'so2_normalized': 18.225407, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 145.38, 'no2': 35.88, 'so2': 45.38, 'soot': 38.07}\n",
            "Transformed: {'no2_normalized': 3.2020226, 'pm10_normalized': 0.5131613, 'so2_normalized': 29.855408, 'soot_normalized': 0.31549433}\n",
            "Raw:  {'pm10': 35.8, 'no2': 19.22, 'so2': 21.59, 'soot': 11.21}\n",
            "Transformed: {'no2_normalized': -13.457979, 'pm10_normalized': 0.10861298, 'so2_normalized': 6.065407, 'soot_normalized': 0.051254302}\n",
            "Raw:  {'pm10': 41.1, 'no2': 25.21, 'so2': 19.55, 'soot': 11.71}\n",
            "Transformed: {'no2_normalized': -7.4679794, 'pm10_normalized': 0.12817957, 'so2_normalized': 4.025406, 'soot_normalized': 0.05617314}\n",
            "Raw:  {'pm10': 34.74, 'no2': 24.08, 'so2': 17.03, 'soot': 14.38}\n",
            "Transformed: {'no2_normalized': -8.597979, 'pm10_normalized': 0.10469967, 'so2_normalized': 1.5054073, 'soot_normalized': 0.08243974}\n",
            "Raw:  {'pm10': 80.1, 'no2': 29.56, 'so2': 25.06, 'soot': 24.13}\n",
            "Transformed: {'no2_normalized': -3.117979, 'pm10_normalized': 0.27216008, 'so2_normalized': 9.535406, 'soot_normalized': 0.1783571}\n",
            "Raw:  {'pm10': 59.43, 'no2': 29.66, 'so2': 21.41, 'soot': 23.75}\n",
            "Transformed: {'no2_normalized': -3.0179787, 'pm10_normalized': 0.1958504, 'so2_normalized': 5.8854065, 'soot_normalized': 0.17461878}\n",
            "Raw:  {'pm10': 95.14, 'no2': 32.62, 'so2': 24.84, 'soot': 32.0}\n",
            "Transformed: {'no2_normalized': -0.057979584, 'pm10_normalized': 0.32768488, 'so2_normalized': 9.315407, 'soot_normalized': 0.25577962}\n",
            "Raw:  {'pm10': 71.44, 'no2': 20.11, 'so2': 20.6, 'soot': 13.06}\n",
            "Transformed: {'no2_normalized': -12.567978, 'pm10_normalized': 0.24018903, 'so2_normalized': 5.075407, 'soot_normalized': 0.06945401}\n",
            "Raw:  {'pm10': 30.49, 'no2': 14.81, 'so2': 10.68, 'soot': 11.94}\n",
            "Transformed: {'no2_normalized': -17.867977, 'pm10_normalized': 0.089009486, 'so2_normalized': -4.844593, 'soot_normalized': 0.0584358}\n",
            "Raw:  {'pm10': 39.1, 'no2': 15.91, 'so2': 10.88, 'soot': 12.27}\n",
            "Transformed: {'no2_normalized': -16.767979, 'pm10_normalized': 0.12079594, 'so2_normalized': -4.6445932, 'soot_normalized': 0.061682243}\n",
            "Raw:  {'pm10': 62.86, 'no2': 17.11, 'so2': 14.64, 'soot': 15.27}\n",
            "Transformed: {'no2_normalized': -15.567978, 'pm10_normalized': 0.2085133, 'so2_normalized': -0.884593, 'soot_normalized': 0.09119528}\n",
            "Raw:  {'pm10': 88.0, 'no2': 24.94, 'so2': 22.66, 'soot': 19.33}\n",
            "Transformed: {'no2_normalized': -7.737978, 'pm10_normalized': 0.30132538, 'so2_normalized': 7.1354065, 'soot_normalized': 0.13113624}\n",
            "Raw:  {'pm10': 45.14, 'no2': 16.19, 'so2': 23.31, 'soot': 14.5}\n",
            "Transformed: {'no2_normalized': -16.487978, 'pm10_normalized': 0.14309447, 'so2_normalized': 7.785406, 'soot_normalized': 0.08362026}\n",
            "Raw:  {'pm10': 47.76, 'no2': 18.93, 'so2': 16.2, 'soot': 16.67}\n",
            "Transformed: {'no2_normalized': -13.747978, 'pm10_normalized': 0.152767, 'so2_normalized': 0.6754074, 'soot_normalized': 0.10496802}\n",
            "Raw:  {'pm10': 67.07, 'no2': 19.48, 'so2': 16.73, 'soot': 20.27}\n",
            "Transformed: {'no2_normalized': -13.197979, 'pm10_normalized': 0.22405581, 'so2_normalized': 1.2054062, 'soot_normalized': 0.14038366}\n",
            "Raw:  {'pm10': 44.79, 'no2': 13.89, 'so2': 13.71, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': -18.78798, 'pm10_normalized': 0.14180234, 'so2_normalized': -1.8145933, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 117.22, 'no2': 25.3, 'so2': 20.26, 'soot': 30.93}\n",
            "Transformed: {'no2_normalized': -7.3779793, 'pm10_normalized': 0.40919998, 'so2_normalized': 4.735407, 'soot_normalized': 0.24525331}\n",
            "Raw:  {'pm10': 101.53, 'no2': 22.93, 'so2': 16.0, 'soot': 31.87}\n",
            "Transformed: {'no2_normalized': -9.747978, 'pm10_normalized': 0.35127553, 'so2_normalized': 0.47540665, 'soot_normalized': 0.25450072}\n",
            "Raw:  {'pm10': 172.83, 'no2': 38.92, 'so2': 34.18, 'soot': 46.06}\n",
            "Transformed: {'no2_normalized': 6.2420197, 'pm10_normalized': 0.6145014, 'so2_normalized': 18.655407, 'soot_normalized': 0.3940974}\n",
            "Raw:  {'pm10': 64.1, 'no2': 21.01, 'so2': 18.73, 'soot': 19.27}\n",
            "Transformed: {'no2_normalized': -11.667978, 'pm10_normalized': 0.21309114, 'so2_normalized': 3.2054062, 'soot_normalized': 0.13054599}\n",
            "Raw:  {'pm10': 105.23, 'no2': 32.41, 'so2': 21.06, 'soot': 60.63}\n",
            "Transformed: {'no2_normalized': -0.26797867, 'pm10_normalized': 0.36493522, 'so2_normalized': 5.535406, 'soot_normalized': 0.5374324}\n",
            "Raw:  {'pm10': 30.54, 'no2': 21.82, 'so2': 15.13, 'soot': 16.88}\n",
            "Transformed: {'no2_normalized': -10.857979, 'pm10_normalized': 0.089194074, 'so2_normalized': -0.39459324, 'soot_normalized': 0.10703392}\n",
            "Raw:  {'pm10': 36.29, 'no2': 19.94, 'so2': 8.67, 'soot': 14.19}\n",
            "Transformed: {'no2_normalized': -12.737978, 'pm10_normalized': 0.11042197, 'so2_normalized': -6.8545933, 'soot_normalized': 0.08057058}\n",
            "Raw:  {'pm10': 31.57, 'no2': 17.99, 'so2': 9.28, 'soot': 13.69}\n",
            "Transformed: {'no2_normalized': -14.687979, 'pm10_normalized': 0.092996635, 'so2_normalized': -6.2445936, 'soot_normalized': 0.075651735}\n",
            "Raw:  {'pm10': 36.94, 'no2': 18.82, 'so2': 11.34, 'soot': 15.75}\n",
            "Transformed: {'no2_normalized': -13.857979, 'pm10_normalized': 0.11282164, 'so2_normalized': -4.184593, 'soot_normalized': 0.09591736}\n",
            "Raw:  {'pm10': 21.3, 'no2': 16.32, 'so2': 10.01, 'soot': 18.56}\n",
            "Transformed: {'no2_normalized': -16.357979, 'pm10_normalized': 0.05508177, 'so2_normalized': -5.514593, 'soot_normalized': 0.123561226}\n",
            "Raw:  {'pm10': 33.65, 'no2': 22.18, 'so2': 14.45, 'soot': 23.0}\n",
            "Transformed: {'no2_normalized': -10.497978, 'pm10_normalized': 0.100675605, 'so2_normalized': -1.0745935, 'soot_normalized': 0.16724052}\n",
            "Raw:  {'pm10': 33.63, 'no2': 19.81, 'so2': 12.94, 'soot': 28.47}\n",
            "Transformed: {'no2_normalized': -12.867979, 'pm10_normalized': 0.10060176, 'so2_normalized': -2.5845938, 'soot_normalized': 0.22105262}\n",
            "Raw:  {'pm10': 29.8, 'no2': 20.98, 'so2': 12.34, 'soot': 27.18}\n",
            "Transformed: {'no2_normalized': -11.697979, 'pm10_normalized': 0.08646213, 'so2_normalized': -3.1845932, 'soot_normalized': 0.20836201}\n",
            "Raw:  {'pm10': 13.6, 'no2': 20.31, 'so2': 7.59, 'soot': 21.12}\n",
            "Transformed: {'no2_normalized': -12.367979, 'pm10_normalized': 0.026654854, 'so2_normalized': -7.934593, 'soot_normalized': 0.1487457}\n",
            "Raw:  {'pm10': 27.28, 'no2': 19.27, 'so2': 9.12, 'soot': 17.71}\n",
            "Transformed: {'no2_normalized': -13.407978, 'pm10_normalized': 0.07715879, 'so2_normalized': -6.4045935, 'soot_normalized': 0.11519919}\n",
            "Raw:  {'pm10': 62.9, 'no2': 25.16, 'so2': 16.53, 'soot': 32.27}\n",
            "Transformed: {'no2_normalized': -7.5179787, 'pm10_normalized': 0.20866098, 'so2_normalized': 1.0054073, 'soot_normalized': 0.2584358}\n",
            "Raw:  {'pm10': 45.36, 'no2': 18.36, 'so2': 10.81, 'soot': 12.31}\n",
            "Transformed: {'no2_normalized': -14.317978, 'pm10_normalized': 0.14390667, 'so2_normalized': -4.714593, 'soot_normalized': 0.06207575}\n",
            "Raw:  {'pm10': 151.27, 'no2': 18.13, 'so2': 10.83, 'soot': 13.5}\n",
            "Transformed: {'no2_normalized': -14.547979, 'pm10_normalized': 0.534906, 'so2_normalized': -4.6945934, 'soot_normalized': 0.073782586}\n",
            "Raw:  {'pm10': 40.91, 'no2': 16.56, 'so2': 11.48, 'soot': 12.27}\n",
            "Transformed: {'no2_normalized': -16.11798, 'pm10_normalized': 0.12747812, 'so2_normalized': -4.044594, 'soot_normalized': 0.061682243}\n",
            "Raw:  {'pm10': 30.5, 'no2': 15.68, 'so2': 10.35, 'soot': 12.67}\n",
            "Transformed: {'no2_normalized': -16.997978, 'pm10_normalized': 0.089046404, 'so2_normalized': -5.174593, 'soot_normalized': 0.06561731}\n",
            "Raw:  {'pm10': 39.24, 'no2': 15.82, 'so2': 14.69, 'soot': 13.81}\n",
            "Transformed: {'no2_normalized': -16.857979, 'pm10_normalized': 0.12131281, 'so2_normalized': -0.8345938, 'soot_normalized': 0.076832265}\n",
            "Raw:  {'pm10': 61.67, 'no2': 19.76, 'so2': 19.93, 'soot': 22.63}\n",
            "Transformed: {'no2_normalized': -12.917978, 'pm10_normalized': 0.20412004, 'so2_normalized': 4.405407, 'soot_normalized': 0.16360058}\n",
            "Raw:  {'pm10': 42.47, 'no2': 15.87, 'so2': 22.86, 'soot': 16.69}\n",
            "Transformed: {'no2_normalized': -16.80798, 'pm10_normalized': 0.13323735, 'so2_normalized': 7.3354073, 'soot_normalized': 0.10516478}\n",
            "Raw:  {'pm10': 23.36, 'no2': 11.82, 'so2': 10.83, 'soot': 13.56}\n",
            "Transformed: {'no2_normalized': -20.857979, 'pm10_normalized': 0.0626869, 'so2_normalized': -4.6945934, 'soot_normalized': 0.07437285}\n",
            "Raw:  {'pm10': 28.87, 'no2': 10.89, 'so2': 9.84, 'soot': 13.41}\n",
            "Transformed: {'no2_normalized': -21.78798, 'pm10_normalized': 0.08302876, 'so2_normalized': -5.684593, 'soot_normalized': 0.07289719}\n",
            "Raw:  {'pm10': 42.08, 'no2': 16.31, 'so2': 16.74, 'soot': 23.94}\n",
            "Transformed: {'no2_normalized': -16.36798, 'pm10_normalized': 0.13179754, 'so2_normalized': 1.2154064, 'soot_normalized': 0.17648794}\n",
            "Raw:  {'pm10': 58.3, 'no2': 20.05, 'so2': 16.07, 'soot': 26.25}\n",
            "Transformed: {'no2_normalized': -12.627979, 'pm10_normalized': 0.19167866, 'so2_normalized': 0.54540634, 'soot_normalized': 0.19921297}\n",
            "Raw:  {'pm10': 49.87, 'no2': 18.53, 'so2': 13.45, 'soot': 26.75}\n",
            "Transformed: {'no2_normalized': -14.147978, 'pm10_normalized': 0.16055672, 'so2_normalized': -2.0745935, 'soot_normalized': 0.20413181}\n",
            "Raw:  {'pm10': 38.3, 'no2': 18.76, 'so2': 11.49, 'soot': 21.38}\n",
            "Transformed: {'no2_normalized': -13.917978, 'pm10_normalized': 0.1178425, 'so2_normalized': -4.0345936, 'soot_normalized': 0.15130347}\n",
            "Raw:  {'pm10': 26.89, 'no2': 16.44, 'so2': 10.96, 'soot': 19.19}\n",
            "Transformed: {'no2_normalized': -16.237978, 'pm10_normalized': 0.07571898, 'so2_normalized': -4.5645933, 'soot_normalized': 0.12975897}\n",
            "Raw:  {'pm10': 30.56, 'no2': 16.06, 'so2': 11.86, 'soot': 18.56}\n",
            "Transformed: {'no2_normalized': -16.61798, 'pm10_normalized': 0.08926792, 'so2_normalized': -3.6645937, 'soot_normalized': 0.123561226}\n",
            "Raw:  {'pm10': 42.81, 'no2': 17.51, 'so2': 14.18, 'soot': 24.33}\n",
            "Transformed: {'no2_normalized': -15.167978, 'pm10_normalized': 0.13449256, 'so2_normalized': -1.344593, 'soot_normalized': 0.18032463}\n",
            "Raw:  {'pm10': 74.89, 'no2': 30.92, 'so2': 22.55, 'soot': 37.0}\n",
            "Transformed: {'no2_normalized': -1.7579784, 'pm10_normalized': 0.25292575, 'so2_normalized': 7.025406, 'soot_normalized': 0.304968}\n",
            "Raw:  {'pm10': 82.29, 'no2': 37.81, 'so2': 29.43, 'soot': 44.86}\n",
            "Transformed: {'no2_normalized': 5.132023, 'pm10_normalized': 0.28024516, 'so2_normalized': 13.905407, 'soot_normalized': 0.38229215}\n",
            "Raw:  {'pm10': 51.54, 'no2': 32.02, 'so2': 20.19, 'soot': 29.43}\n",
            "Transformed: {'no2_normalized': -0.65797806, 'pm10_normalized': 0.16672204, 'so2_normalized': 4.665407, 'soot_normalized': 0.2304968}\n",
            "Raw:  {'pm10': 52.06, 'no2': 24.14, 'so2': 12.77, 'soot': 25.86}\n",
            "Transformed: {'no2_normalized': -8.537979, 'pm10_normalized': 0.16864179, 'so2_normalized': -2.754593, 'soot_normalized': 0.19537629}\n",
            "Raw:  {'pm10': 38.07, 'no2': 20.37, 'so2': 8.05, 'soot': 15.36}\n",
            "Transformed: {'no2_normalized': -12.307978, 'pm10_normalized': 0.11699338, 'so2_normalized': -7.474593, 'soot_normalized': 0.09208066}\n",
            "Raw:  {'pm10': 34.6, 'no2': 14.78, 'so2': 8.71, 'soot': 13.07}\n",
            "Transformed: {'no2_normalized': -17.89798, 'pm10_normalized': 0.10418281, 'so2_normalized': -6.8145933, 'soot_normalized': 0.06955238}\n",
            "Raw:  {'pm10': 43.27, 'no2': 20.02, 'so2': 23.85, 'soot': 15.64}\n",
            "Transformed: {'no2_normalized': -12.657978, 'pm10_normalized': 0.13619079, 'so2_normalized': 8.325407, 'soot_normalized': 0.094835214}\n",
            "Raw:  {'pm10': 42.71, 'no2': 18.69, 'so2': 12.45, 'soot': 15.2}\n",
            "Transformed: {'no2_normalized': -13.987978, 'pm10_normalized': 0.13412337, 'so2_normalized': -3.0745935, 'soot_normalized': 0.090506636}\n",
            "Raw:  {'pm10': 32.49, 'no2': 13.49, 'so2': 7.93, 'soot': 11.2}\n",
            "Transformed: {'no2_normalized': -19.187979, 'pm10_normalized': 0.09639311, 'so2_normalized': -7.5945935, 'soot_normalized': 0.05115592}\n",
            "Raw:  {'pm10': 22.0, 'no2': 14.57, 'so2': 7.89, 'soot': 10.07}\n",
            "Transformed: {'no2_normalized': -18.107979, 'pm10_normalized': 0.057666037, 'so2_normalized': -7.6345935, 'soot_normalized': 0.040039346}\n",
            "Raw:  {'pm10': 14.4, 'no2': 15.22, 'so2': 5.84, 'soot': 11.07}\n",
            "Transformed: {'no2_normalized': -17.457977, 'pm10_normalized': 0.029608298, 'so2_normalized': -9.684593, 'soot_normalized': 0.04987702}\n",
            "Raw:  {'pm10': 21.23, 'no2': 19.22, 'so2': 12.42, 'soot': 16.33}\n",
            "Transformed: {'no2_normalized': -13.457979, 'pm10_normalized': 0.054823343, 'so2_normalized': -3.1045933, 'soot_normalized': 0.10162321}\n",
            "Raw:  {'pm10': 23.1, 'no2': 21.51, 'so2': 9.84, 'soot': 15.4}\n",
            "Transformed: {'no2_normalized': -11.167978, 'pm10_normalized': 0.061727032, 'so2_normalized': -5.684593, 'soot_normalized': 0.09247417}\n",
            "Raw:  {'pm10': 21.83, 'no2': 19.39, 'so2': 9.54, 'soot': 12.69}\n",
            "Transformed: {'no2_normalized': -13.287979, 'pm10_normalized': 0.05703843, 'so2_normalized': -5.9845934, 'soot_normalized': 0.06581406}\n",
            "Raw:  {'pm10': 26.98, 'no2': 20.82, 'so2': 8.01, 'soot': 13.81}\n",
            "Transformed: {'no2_normalized': -11.857979, 'pm10_normalized': 0.076051235, 'so2_normalized': -7.514593, 'soot_normalized': 0.076832265}\n",
            "Raw:  {'pm10': 23.8, 'no2': 15.54, 'so2': 9.48, 'soot': 15.44}\n",
            "Transformed: {'no2_normalized': -17.137978, 'pm10_normalized': 0.06431129, 'so2_normalized': -6.044594, 'soot_normalized': 0.09286767}\n",
            "Raw:  {'pm10': 23.1, 'no2': 15.62, 'so2': 8.2, 'soot': 13.81}\n",
            "Transformed: {'no2_normalized': -17.05798, 'pm10_normalized': 0.061727032, 'so2_normalized': -7.3245935, 'soot_normalized': 0.076832265}\n",
            "Raw:  {'pm10': 25.17, 'no2': 15.69, 'so2': 8.57, 'soot': 16.13}\n",
            "Transformed: {'no2_normalized': -16.98798, 'pm10_normalized': 0.06936907, 'so2_normalized': -6.9545937, 'soot_normalized': 0.099655665}\n",
            "Raw:  {'pm10': 14.15, 'no2': 14.82, 'so2': 6.63, 'soot': 13.63}\n",
            "Transformed: {'no2_normalized': -17.857979, 'pm10_normalized': 0.028685344, 'so2_normalized': -8.894593, 'soot_normalized': 0.075061485}\n",
            "Raw:  {'pm10': 12.2, 'no2': 15.75, 'so2': 5.94, 'soot': 12.2}\n",
            "Transformed: {'no2_normalized': -16.927979, 'pm10_normalized': 0.021486321, 'so2_normalized': -9.584593, 'soot_normalized': 0.0609936}\n",
            "Raw:  {'pm10': 31.18, 'no2': 18.19, 'so2': 7.86, 'soot': 14.88}\n",
            "Transformed: {'no2_normalized': -14.487978, 'pm10_normalized': 0.09155683, 'so2_normalized': -7.664593, 'soot_normalized': 0.08735858}\n",
            "Raw:  {'pm10': 48.78, 'no2': 24.32, 'so2': 12.16, 'soot': 22.94}\n",
            "Transformed: {'no2_normalized': -8.357979, 'pm10_normalized': 0.15653265, 'so2_normalized': -3.3645935, 'soot_normalized': 0.16665027}\n",
            "Raw:  {'pm10': 55.87, 'no2': 28.58, 'so2': 12.44, 'soot': 26.35}\n",
            "Transformed: {'no2_normalized': -4.0979786, 'pm10_normalized': 0.18270756, 'so2_normalized': -3.0845938, 'soot_normalized': 0.20019674}\n",
            "Raw:  {'pm10': 34.8, 'no2': 20.21, 'so2': 9.26, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': -12.467979, 'pm10_normalized': 0.10492117, 'so2_normalized': -6.264593, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 23.52, 'no2': 16.91, 'so2': 7.96, 'soot': 13.12}\n",
            "Transformed: {'no2_normalized': -15.767979, 'pm10_normalized': 0.06327759, 'so2_normalized': -7.5645933, 'soot_normalized': 0.070044264}\n",
            "Raw:  {'pm10': 16.6, 'no2': 18.73, 'so2': 8.07, 'soot': 14.94}\n",
            "Transformed: {'no2_normalized': -13.947979, 'pm10_normalized': 0.037730277, 'so2_normalized': -7.4545937, 'soot_normalized': 0.08794884}\n",
            "Raw:  {'pm10': 22.12, 'no2': 16.37, 'so2': 8.53, 'soot': 12.81}\n",
            "Transformed: {'no2_normalized': -16.307978, 'pm10_normalized': 0.05810906, 'so2_normalized': -6.9945936, 'soot_normalized': 0.06699459}\n",
            "Raw:  {'pm10': 16.82, 'no2': 17.65, 'so2': 8.36, 'soot': 14.56}\n",
            "Transformed: {'no2_normalized': -15.027979, 'pm10_normalized': 0.03854247, 'so2_normalized': -7.1645937, 'soot_normalized': 0.08421052}\n",
            "Raw:  {'pm10': 30.07, 'no2': 21.95, 'so2': 8.71, 'soot': 16.5}\n",
            "Transformed: {'no2_normalized': -10.727978, 'pm10_normalized': 0.08745892, 'so2_normalized': -6.8145933, 'soot_normalized': 0.10329562}\n",
            "Raw:  {'pm10': 44.97, 'no2': 24.81, 'so2': 10.62, 'soot': 20.69}\n",
            "Transformed: {'no2_normalized': -7.867979, 'pm10_normalized': 0.14246687, 'so2_normalized': -4.9045935, 'soot_normalized': 0.14451548}\n",
            "Raw:  {'pm10': 38.68, 'no2': 24.52, 'so2': 10.09, 'soot': 17.94}\n",
            "Transformed: {'no2_normalized': -8.157978, 'pm10_normalized': 0.11924539, 'so2_normalized': -5.434593, 'soot_normalized': 0.117461875}\n",
            "Raw:  {'pm10': 27.5, 'no2': 17.77, 'so2': 7.63, 'soot': 13.5}\n",
            "Transformed: {'no2_normalized': -14.907978, 'pm10_normalized': 0.07797098, 'so2_normalized': -7.8945932, 'soot_normalized': 0.073782586}\n",
            "Raw:  {'pm10': 26.0, 'no2': 20.13, 'so2': 7.75, 'soot': 15.94}\n",
            "Transformed: {'no2_normalized': -12.547979, 'pm10_normalized': 0.07243326, 'so2_normalized': -7.7745934, 'soot_normalized': 0.097786516}\n",
            "Raw:  {'pm10': 31.73, 'no2': 21.16, 'so2': 8.23, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': -11.517979, 'pm10_normalized': 0.093587324, 'so2_normalized': -7.294594, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 40.96, 'no2': 26.96, 'so2': 9.33, 'soot': 23.94}\n",
            "Transformed: {'no2_normalized': -5.7179794, 'pm10_normalized': 0.1276627, 'so2_normalized': -6.1945934, 'soot_normalized': 0.17648794}\n",
            "Raw:  {'pm10': 27.58, 'no2': 21.82, 'so2': 8.27, 'soot': 17.88}\n",
            "Transformed: {'no2_normalized': -10.857979, 'pm10_normalized': 0.07826633, 'so2_normalized': -7.254593, 'soot_normalized': 0.1168716}\n",
            "Raw:  {'pm10': 28.74, 'no2': 18.28, 'so2': 8.93, 'soot': 17.94}\n",
            "Transformed: {'no2_normalized': -14.397978, 'pm10_normalized': 0.08254883, 'so2_normalized': -6.594593, 'soot_normalized': 0.117461875}\n",
            "Raw:  {'pm10': 33.0, 'no2': 19.11, 'so2': 9.21, 'soot': 19.12}\n",
            "Transformed: {'no2_normalized': -13.567978, 'pm10_normalized': 0.09827592, 'so2_normalized': -6.3145933, 'soot_normalized': 0.12907034}\n",
            "Raw:  {'pm10': 36.78, 'no2': 19.53, 'so2': 9.34, 'soot': 17.88}\n",
            "Transformed: {'no2_normalized': -13.147978, 'pm10_normalized': 0.11223095, 'so2_normalized': -6.184593, 'soot_normalized': 0.1168716}\n",
            "Raw:  {'pm10': 24.98, 'no2': 13.12, 'so2': 6.99, 'soot': 14.12}\n",
            "Transformed: {'no2_normalized': -19.55798, 'pm10_normalized': 0.06866762, 'so2_normalized': -8.534594, 'soot_normalized': 0.079881944}\n",
            "Raw:  {'pm10': 22.26, 'no2': 12.85, 'so2': 6.93, 'soot': 13.24}\n",
            "Transformed: {'no2_normalized': -19.827978, 'pm10_normalized': 0.05862591, 'so2_normalized': -8.594593, 'soot_normalized': 0.07122479}\n",
            "Raw:  {'pm10': 23.05, 'no2': 22.1, 'so2': 9.19, 'soot': 16.18}\n",
            "Transformed: {'no2_normalized': -10.577978, 'pm10_normalized': 0.06154243, 'so2_normalized': -6.334594, 'soot_normalized': 0.10014756}\n",
            "Raw:  {'pm10': 35.45, 'no2': 24.65, 'so2': 7.41, 'soot': 21.59}\n",
            "Transformed: {'no2_normalized': -8.027979, 'pm10_normalized': 0.10732085, 'so2_normalized': -8.1145935, 'soot_normalized': 0.1533694}\n",
            "Raw:  {'pm10': 42.88, 'no2': 33.76, 'so2': 13.69, 'soot': 24.65}\n",
            "Transformed: {'no2_normalized': 1.0820198, 'pm10_normalized': 0.13475099, 'so2_normalized': -1.8345938, 'soot_normalized': 0.18347268}\n",
            "Raw:  {'pm10': 45.22, 'no2': 32.97, 'so2': 9.09, 'soot': 30.18}\n",
            "Transformed: {'no2_normalized': 0.2920227, 'pm10_normalized': 0.14338982, 'so2_normalized': -6.434593, 'soot_normalized': 0.23787504}\n",
            "Raw:  {'pm10': 34.8, 'no2': 24.96, 'so2': 7.88, 'soot': 23.32}\n",
            "Transformed: {'no2_normalized': -7.7179794, 'pm10_normalized': 0.10492117, 'so2_normalized': -7.6445932, 'soot_normalized': 0.17038858}\n",
            "Raw:  {'pm10': 44.07, 'no2': 22.03, 'so2': 7.81, 'soot': 25.53}\n",
            "Transformed: {'no2_normalized': -10.647978, 'pm10_normalized': 0.13914423, 'so2_normalized': -7.7145934, 'soot_normalized': 0.19212985}\n",
            "Raw:  {'pm10': 35.73, 'no2': 16.83, 'so2': 7.69, 'soot': 21.74}\n",
            "Transformed: {'no2_normalized': -15.847979, 'pm10_normalized': 0.10835455, 'so2_normalized': -7.8345933, 'soot_normalized': 0.15484504}\n",
            "Raw:  {'pm10': 29.15, 'no2': 18.86, 'so2': 5.4, 'soot': 19.68}\n",
            "Transformed: {'no2_normalized': -13.817978, 'pm10_normalized': 0.084062465, 'so2_normalized': -10.124594, 'soot_normalized': 0.13457943}\n",
            "Raw:  {'pm10': 21.12, 'no2': 16.42, 'so2': 7.0, 'soot': 16.76}\n",
            "Transformed: {'no2_normalized': -16.257978, 'pm10_normalized': 0.05441725, 'so2_normalized': -8.524593, 'soot_normalized': 0.105853416}\n",
            "Raw:  {'pm10': 17.62, 'no2': 18.41, 'so2': 6.85, 'soot': 18.63}\n",
            "Transformed: {'no2_normalized': -14.267979, 'pm10_normalized': 0.041495923, 'so2_normalized': -8.674593, 'soot_normalized': 0.12424986}\n",
            "Raw:  {'pm10': 18.53, 'no2': 16.58, 'so2': 5.26, 'soot': 21.54}\n",
            "Transformed: {'no2_normalized': -16.097979, 'pm10_normalized': 0.044855468, 'so2_normalized': -10.264593, 'soot_normalized': 0.15287752}\n",
            "Raw:  {'pm10': 20.45, 'no2': 20.99, 'so2': 7.51, 'soot': 20.04}\n",
            "Transformed: {'no2_normalized': -11.687979, 'pm10_normalized': 0.051943738, 'so2_normalized': -8.014593, 'soot_normalized': 0.13812101}\n",
            "Raw:  {'pm10': 32.54, 'no2': 24.46, 'so2': 8.22, 'soot': 25.07}\n",
            "Transformed: {'no2_normalized': -8.217979, 'pm10_normalized': 0.0965777, 'so2_normalized': -7.304593, 'soot_normalized': 0.18760452}\n",
            "Raw:  {'pm10': 30.16, 'no2': 22.8, 'so2': 6.64, 'soot': 28.47}\n",
            "Transformed: {'no2_normalized': -9.877979, 'pm10_normalized': 0.08779119, 'so2_normalized': -8.884594, 'soot_normalized': 0.22105262}\n",
            "Raw:  {'pm10': 24.58, 'no2': 21.79, 'so2': 5.84, 'soot': 21.2}\n",
            "Transformed: {'no2_normalized': -10.887978, 'pm10_normalized': 0.06719091, 'so2_normalized': -9.684593, 'soot_normalized': 0.1495327}\n",
            "Raw:  {'pm10': 21.56, 'no2': 22.78, 'so2': 8.91, 'soot': 23.8}\n",
            "Transformed: {'no2_normalized': -9.897978, 'pm10_normalized': 0.05604164, 'so2_normalized': -6.6145935, 'soot_normalized': 0.17511065}\n",
            "Raw:  {'pm10': 20.73, 'no2': 22.31, 'so2': 5.73, 'soot': 26.14}\n",
            "Transformed: {'no2_normalized': -10.367979, 'pm10_normalized': 0.05297744, 'so2_normalized': -9.794594, 'soot_normalized': 0.19813082}\n",
            "Raw:  {'pm10': 12.32, 'no2': 15.82, 'so2': 7.96, 'soot': 21.82}\n",
            "Transformed: {'no2_normalized': -16.857979, 'pm10_normalized': 0.021929337, 'so2_normalized': -7.5645933, 'soot_normalized': 0.15563206}\n",
            "Raw:  {'pm10': 7.1, 'no2': 10.19, 'so2': 7.66, 'soot': 10.55}\n",
            "Transformed: {'no2_normalized': -22.48798, 'pm10_normalized': 0.0026581008, 'so2_normalized': -7.8645935, 'soot_normalized': 0.044761434}\n",
            "Raw:  {'pm10': 10.62, 'no2': 13.22, 'so2': 5.36, 'soot': 12.37}\n",
            "Transformed: {'no2_normalized': -19.457977, 'pm10_normalized': 0.015653264, 'so2_normalized': -10.164593, 'soot_normalized': 0.06266601}\n",
            "Raw:  {'pm10': 16.18, 'no2': 15.18, 'so2': 5.64, 'soot': 13.26}\n",
            "Transformed: {'no2_normalized': -17.497978, 'pm10_normalized': 0.036179718, 'so2_normalized': -9.884594, 'soot_normalized': 0.07142154}\n",
            "Raw:  {'pm10': 19.2, 'no2': 18.5, 'so2': 5.96, 'soot': 17.64}\n",
            "Transformed: {'no2_normalized': -14.1779785, 'pm10_normalized': 0.04732898, 'so2_normalized': -9.564593, 'soot_normalized': 0.114510566}\n",
            "Raw:  {'pm10': 16.5, 'no2': 15.39, 'so2': 5.85, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': -17.28798, 'pm10_normalized': 0.037361097, 'so2_normalized': -9.674593, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 22.63, 'no2': 16.57, 'so2': 5.12, 'soot': 16.04}\n",
            "Transformed: {'no2_normalized': -16.107979, 'pm10_normalized': 0.059991878, 'so2_normalized': -10.404593, 'soot_normalized': 0.09877029}\n",
            "Raw:  {'pm10': 18.17, 'no2': 15.54, 'so2': 5.89, 'soot': 14.13}\n",
            "Transformed: {'no2_normalized': -17.137978, 'pm10_normalized': 0.043526415, 'so2_normalized': -9.634594, 'soot_normalized': 0.07998032}\n",
            "Raw:  {'pm10': 21.23, 'no2': 18.04, 'so2': 5.99, 'soot': 15.27}\n",
            "Transformed: {'no2_normalized': -14.637978, 'pm10_normalized': 0.054823343, 'so2_normalized': -9.534594, 'soot_normalized': 0.09119528}\n",
            "Raw:  {'pm10': 31.15, 'no2': 22.55, 'so2': 9.9, 'soot': 16.74}\n",
            "Transformed: {'no2_normalized': -10.127979, 'pm10_normalized': 0.09144608, 'so2_normalized': -5.6245937, 'soot_normalized': 0.10565665}\n",
            "Raw:  {'pm10': 27.9, 'no2': 24.05, 'so2': 9.5, 'soot': 17.54}\n",
            "Transformed: {'no2_normalized': -8.627979, 'pm10_normalized': 0.07944771, 'so2_normalized': -6.0245934, 'soot_normalized': 0.113526806}\n",
            "Raw:  {'pm10': 28.37, 'no2': 27.23, 'so2': 8.41, 'soot': 19.62}\n",
            "Transformed: {'no2_normalized': -5.447979, 'pm10_normalized': 0.08118286, 'so2_normalized': -7.1145935, 'soot_normalized': 0.13398919}\n",
            "Raw:  {'pm10': 23.52, 'no2': 26.43, 'so2': 8.35, 'soot': 17.95}\n",
            "Transformed: {'no2_normalized': -6.247978, 'pm10_normalized': 0.06327759, 'so2_normalized': -7.174593, 'soot_normalized': 0.11756025}\n",
            "Raw:  {'pm10': 17.2, 'no2': 23.54, 'so2': 6.61, 'soot': 14.72}\n",
            "Transformed: {'no2_normalized': -9.137978, 'pm10_normalized': 0.039945364, 'so2_normalized': -8.914593, 'soot_normalized': 0.085784554}\n",
            "Raw:  {'pm10': 30.65, 'no2': 21.14, 'so2': 6.37, 'soot': 18.61}\n",
            "Transformed: {'no2_normalized': -11.537979, 'pm10_normalized': 0.089600176, 'so2_normalized': -9.154593, 'soot_normalized': 0.12405312}\n",
            "Raw:  {'pm10': 12.13, 'no2': 20.12, 'so2': 5.83, 'soot': 14.88}\n",
            "Transformed: {'no2_normalized': -12.557978, 'pm10_normalized': 0.021227894, 'so2_normalized': -9.694593, 'soot_normalized': 0.08735858}\n",
            "Raw:  {'pm10': 7.13, 'no2': 21.14, 'so2': 5.89, 'soot': 16.88}\n",
            "Transformed: {'no2_normalized': -11.537979, 'pm10_normalized': 0.002768856, 'so2_normalized': -9.634594, 'soot_normalized': 0.10703392}\n",
            "Raw:  {'pm10': 10.36, 'no2': 14.02, 'so2': 6.79, 'soot': 13.13}\n",
            "Transformed: {'no2_normalized': -18.657978, 'pm10_normalized': 0.014693393, 'so2_normalized': -8.734593, 'soot_normalized': 0.07014264}\n",
            "Raw:  {'pm10': 8.86, 'no2': 17.14, 'so2': 6.86, 'soot': 13.5}\n",
            "Transformed: {'no2_normalized': -15.537979, 'pm10_normalized': 0.009155681, 'so2_normalized': -8.664593, 'soot_normalized': 0.073782586}\n",
            "Raw:  {'pm10': 17.82, 'no2': 22.4, 'so2': 7.32, 'soot': 14.88}\n",
            "Transformed: {'no2_normalized': -10.277979, 'pm10_normalized': 0.04223428, 'so2_normalized': -8.204594, 'soot_normalized': 0.08735858}\n",
            "Raw:  {'pm10': 12.5, 'no2': 17.43, 'so2': 7.09, 'soot': 12.41}\n",
            "Transformed: {'no2_normalized': -15.247978, 'pm10_normalized': 0.022593863, 'so2_normalized': -8.434593, 'soot_normalized': 0.063059516}\n",
            "Raw:  {'pm10': 15.56, 'no2': 16.48, 'so2': 5.54, 'soot': 14.0}\n",
            "Transformed: {'no2_normalized': -16.197979, 'pm10_normalized': 0.0338908, 'so2_normalized': -9.984593, 'soot_normalized': 0.07870142}\n",
            "Raw:  {'pm10': 26.22, 'no2': 22.38, 'so2': 5.91, 'soot': 15.71}\n",
            "Transformed: {'no2_normalized': -10.297979, 'pm10_normalized': 0.073245466, 'so2_normalized': -9.6145935, 'soot_normalized': 0.09552385}\n",
            "Raw:  {'pm10': 29.82, 'no2': 23.71, 'so2': 6.27, 'soot': 12.27}\n",
            "Transformed: {'no2_normalized': -8.967979, 'pm10_normalized': 0.08653597, 'so2_normalized': -9.254593, 'soot_normalized': 0.061682243}\n",
            "Raw:  {'pm10': 41.6, 'no2': 30.59, 'so2': 7.2, 'soot': 16.07}\n",
            "Transformed: {'no2_normalized': -2.0879784, 'pm10_normalized': 0.13002546, 'so2_normalized': -8.324594, 'soot_normalized': 0.09906541}\n",
            "Raw:  {'pm10': 35.4, 'no2': 30.69, 'so2': 7.18, 'soot': 16.79}\n",
            "Transformed: {'no2_normalized': -1.987978, 'pm10_normalized': 0.107136264, 'so2_normalized': -8.344593, 'soot_normalized': 0.10614855}\n",
            "Raw:  {'pm10': 40.12, 'no2': 22.67, 'so2': 5.94, 'soot': 18.0}\n",
            "Transformed: {'no2_normalized': -10.007978, 'pm10_normalized': 0.124561585, 'so2_normalized': -9.584593, 'soot_normalized': 0.11805213}\n",
            "Raw:  {'pm10': 32.94, 'no2': 22.69, 'so2': 5.14, 'soot': 18.38}\n",
            "Transformed: {'no2_normalized': -9.987978, 'pm10_normalized': 0.09805441, 'so2_normalized': -10.384594, 'soot_normalized': 0.12179044}\n",
            "Raw:  {'pm10': 48.4, 'no2': 24.46, 'so2': 5.81, 'soot': 20.69}\n",
            "Transformed: {'no2_normalized': -8.217979, 'pm10_normalized': 0.15512976, 'so2_normalized': -9.714594, 'soot_normalized': 0.14451548}\n",
            "Raw:  {'pm10': 48.13, 'no2': 20.94, 'so2': 5.61, 'soot': 16.62}\n",
            "Transformed: {'no2_normalized': -11.737978, 'pm10_normalized': 0.15413298, 'so2_normalized': -9.914593, 'soot_normalized': 0.10447615}\n",
            "Raw:  {'pm10': 47.75, 'no2': 23.59, 'so2': 5.67, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': -9.087978, 'pm10_normalized': 0.15273009, 'so2_normalized': -9.854593, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 26.04, 'no2': 18.48, 'so2': 4.74, 'soot': 13.6}\n",
            "Transformed: {'no2_normalized': -14.197979, 'pm10_normalized': 0.07258094, 'so2_normalized': -10.784594, 'soot_normalized': 0.07476635}\n",
            "Raw:  {'pm10': 35.76, 'no2': 21.98, 'so2': 5.21, 'soot': 18.33}\n",
            "Transformed: {'no2_normalized': -10.697979, 'pm10_normalized': 0.10846531, 'so2_normalized': -10.314593, 'soot_normalized': 0.12129857}\n",
            "Raw:  {'pm10': 22.45, 'no2': 21.83, 'so2': 4.01, 'soot': 12.87}\n",
            "Transformed: {'no2_normalized': -10.847979, 'pm10_normalized': 0.059327353, 'so2_normalized': -11.514593, 'soot_normalized': 0.06758484}\n",
            "Raw:  {'pm10': 26.43, 'no2': 17.86, 'so2': 4.09, 'soot': 13.06}\n",
            "Transformed: {'no2_normalized': -14.817978, 'pm10_normalized': 0.07402074, 'so2_normalized': -11.434593, 'soot_normalized': 0.06945401}\n",
            "Raw:  {'pm10': 18.43, 'no2': 20.13, 'so2': 5.33, 'soot': 14.31}\n",
            "Transformed: {'no2_normalized': -12.547979, 'pm10_normalized': 0.044486284, 'so2_normalized': -10.194593, 'soot_normalized': 0.08175111}\n",
            "Raw:  {'pm10': 19.55, 'no2': 19.97, 'so2': 5.04, 'soot': 12.25}\n",
            "Transformed: {'no2_normalized': -12.707979, 'pm10_normalized': 0.048621107, 'so2_normalized': -10.484593, 'soot_normalized': 0.061485484}\n",
            "Raw:  {'pm10': 17.68, 'no2': 18.68, 'so2': 4.99, 'soot': 13.06}\n",
            "Transformed: {'no2_normalized': -13.997978, 'pm10_normalized': 0.04171743, 'so2_normalized': -10.534594, 'soot_normalized': 0.06945401}\n",
            "Raw:  {'pm10': 8.22, 'no2': 15.27, 'so2': 5.02, 'soot': 12.88}\n",
            "Transformed: {'no2_normalized': -17.407978, 'pm10_normalized': 0.006792927, 'so2_normalized': -10.504593, 'soot_normalized': 0.06768323}\n",
            "Raw:  {'pm10': 15.54, 'no2': 18.46, 'so2': 4.98, 'soot': 12.24}\n",
            "Transformed: {'no2_normalized': -14.217979, 'pm10_normalized': 0.03381696, 'so2_normalized': -10.544594, 'soot_normalized': 0.061387107}\n",
            "Raw:  {'pm10': 16.78, 'no2': 20.03, 'so2': 5.42, 'soot': 14.0}\n",
            "Transformed: {'no2_normalized': -12.647978, 'pm10_normalized': 0.038394805, 'so2_normalized': -10.104593, 'soot_normalized': 0.07870142}\n",
            "Raw:  {'pm10': 17.72, 'no2': 21.73, 'so2': 5.19, 'soot': 16.71}\n",
            "Transformed: {'no2_normalized': -10.947979, 'pm10_normalized': 0.0418651, 'so2_normalized': -10.334593, 'soot_normalized': 0.10536152}\n",
            "Raw:  {'pm10': 13.26, 'no2': 15.79, 'so2': 4.79, 'soot': 13.88}\n",
            "Transformed: {'no2_normalized': -16.887978, 'pm10_normalized': 0.025399638, 'so2_normalized': -10.734593, 'soot_normalized': 0.0775209}\n",
            "Raw:  {'pm10': 15.02, 'no2': 15.18, 'so2': 4.76, 'soot': 13.5}\n",
            "Transformed: {'no2_normalized': -17.497978, 'pm10_normalized': 0.03189722, 'so2_normalized': -10.764593, 'soot_normalized': 0.073782586}\n",
            "Raw:  {'pm10': 17.12, 'no2': 16.98, 'so2': 4.98, 'soot': 14.0}\n",
            "Transformed: {'no2_normalized': -15.697979, 'pm10_normalized': 0.03965002, 'so2_normalized': -10.544594, 'soot_normalized': 0.07870142}\n",
            "Raw:  {'pm10': 21.6, 'no2': 19.69, 'so2': 5.36, 'soot': 14.44}\n",
            "Transformed: {'no2_normalized': -12.987978, 'pm10_normalized': 0.056189317, 'so2_normalized': -10.164593, 'soot_normalized': 0.08302999}\n",
            "Raw:  {'pm10': 21.6, 'no2': 21.65, 'so2': 5.06, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': -11.027979, 'pm10_normalized': 0.056189317, 'so2_normalized': -10.464594, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 23.22, 'no2': 22.99, 'so2': 5.48, 'soot': 11.76}\n",
            "Transformed: {'no2_normalized': -9.687979, 'pm10_normalized': 0.062170044, 'so2_normalized': -10.044594, 'soot_normalized': 0.056665026}\n",
            "Raw:  {'pm10': 30.82, 'no2': 28.47, 'so2': 5.23, 'soot': 12.88}\n",
            "Transformed: {'no2_normalized': -4.207979, 'pm10_normalized': 0.090227775, 'so2_normalized': -10.294594, 'soot_normalized': 0.06768323}\n",
            "Raw:  {'pm10': 27.72, 'no2': 22.21, 'so2': 5.76, 'soot': 12.18}\n",
            "Transformed: {'no2_normalized': -10.467979, 'pm10_normalized': 0.07878318, 'so2_normalized': -9.764593, 'soot_normalized': 0.06079685}\n",
            "Raw:  {'pm10': 15.54, 'no2': 21.22, 'so2': 5.74, 'soot': 10.59}\n",
            "Transformed: {'no2_normalized': -11.457979, 'pm10_normalized': 0.03381696, 'so2_normalized': -9.784594, 'soot_normalized': 0.04515494}\n",
            "Raw:  {'pm10': 19.14, 'no2': 28.79, 'so2': 5.68, 'soot': 12.71}\n",
            "Transformed: {'no2_normalized': -3.8879776, 'pm10_normalized': 0.047107466, 'so2_normalized': -9.844593, 'soot_normalized': 0.06601082}\n",
            "Raw:  {'pm10': 23.57, 'no2': 22.73, 'so2': 5.37, 'soot': 11.13}\n",
            "Transformed: {'no2_normalized': -9.947979, 'pm10_normalized': 0.063462175, 'so2_normalized': -10.154593, 'soot_normalized': 0.050467286}\n",
            "Raw:  {'pm10': 17.5, 'no2': 18.73, 'so2': 5.28, 'soot': 12.24}\n",
            "Transformed: {'no2_normalized': -13.947979, 'pm10_normalized': 0.041052904, 'so2_normalized': -10.244593, 'soot_normalized': 0.061387107}\n",
            "Raw:  {'pm10': 18.64, 'no2': 20.68, 'so2': 5.89, 'soot': 12.53}\n",
            "Transformed: {'no2_normalized': -11.997978, 'pm10_normalized': 0.045261562, 'so2_normalized': -9.634594, 'soot_normalized': 0.06424003}\n",
            "Raw:  {'pm10': 23.2, 'no2': 22.46, 'so2': 6.75, 'soot': 15.53}\n",
            "Transformed: {'no2_normalized': -10.217979, 'pm10_normalized': 0.06209621, 'so2_normalized': -8.774593, 'soot_normalized': 0.09375306}\n",
            "Raw:  {'pm10': 25.48, 'no2': 19.61, 'so2': 6.4, 'soot': 13.82}\n",
            "Transformed: {'no2_normalized': -13.067978, 'pm10_normalized': 0.070513524, 'so2_normalized': -9.124594, 'soot_normalized': 0.076930635}\n",
            "Raw:  {'pm10': 25.78, 'no2': 19.58, 'so2': 6.04, 'soot': 13.88}\n",
            "Transformed: {'no2_normalized': -13.097979, 'pm10_normalized': 0.071621075, 'so2_normalized': -9.484593, 'soot_normalized': 0.0775209}\n",
            "Raw:  {'pm10': 27.98, 'no2': 21.84, 'so2': 6.11, 'soot': 14.94}\n",
            "Transformed: {'no2_normalized': -10.837978, 'pm10_normalized': 0.07974304, 'so2_normalized': -9.414593, 'soot_normalized': 0.08794884}\n",
            "Raw:  {'pm10': 33.4, 'no2': 22.88, 'so2': 5.95, 'soot': 13.87}\n",
            "Transformed: {'no2_normalized': -9.797979, 'pm10_normalized': 0.09975265, 'so2_normalized': -9.574594, 'soot_normalized': 0.07742252}\n",
            "Raw:  {'pm10': 35.3, 'no2': 25.78, 'so2': 5.49, 'soot': 11.2}\n",
            "Transformed: {'no2_normalized': -6.897978, 'pm10_normalized': 0.10676707, 'so2_normalized': -10.034594, 'soot_normalized': 0.05115592}\n",
            "Raw:  {'pm10': 42.55, 'no2': 26.35, 'so2': 5.67, 'soot': 12.06}\n",
            "Transformed: {'no2_normalized': -6.327978, 'pm10_normalized': 0.13353269, 'so2_normalized': -9.854593, 'soot_normalized': 0.05961633}\n",
            "Raw:  {'pm10': 47.03, 'no2': 27.84, 'so2': 6.28, 'soot': 14.24}\n",
            "Transformed: {'no2_normalized': -4.8379784, 'pm10_normalized': 0.15007198, 'so2_normalized': -9.244593, 'soot_normalized': 0.08106246}\n",
            "Raw:  {'pm10': 35.38, 'no2': 22.33, 'so2': 5.98, 'soot': 9.47}\n",
            "Transformed: {'no2_normalized': -10.347979, 'pm10_normalized': 0.10706243, 'so2_normalized': -9.544594, 'soot_normalized': 0.034136746}\n",
            "Raw:  {'pm10': 23.54, 'no2': 16.43, 'so2': 5.78, 'soot': 9.0}\n",
            "Transformed: {'no2_normalized': -16.247978, 'pm10_normalized': 0.06335142, 'so2_normalized': -9.744593, 'soot_normalized': 0.029513033}\n",
            "Raw:  {'pm10': 18.32, 'no2': 15.13, 'so2': 6.36, 'soot': 9.71}\n",
            "Transformed: {'no2_normalized': -17.547977, 'pm10_normalized': 0.044080183, 'so2_normalized': -9.164593, 'soot_normalized': 0.036497783}\n",
            "Raw:  {'pm10': 29.86, 'no2': 17.68, 'so2': 5.63, 'soot': 13.41}\n",
            "Transformed: {'no2_normalized': -14.997978, 'pm10_normalized': 0.086683646, 'so2_normalized': -9.894593, 'soot_normalized': 0.07289719}\n",
            "Raw:  {'pm10': 51.34, 'no2': 24.19, 'so2': 6.13, 'soot': 20.36}\n",
            "Transformed: {'no2_normalized': -8.487978, 'pm10_normalized': 0.16598368, 'so2_normalized': -9.394593, 'soot_normalized': 0.14126906}\n",
            "Raw:  {'pm10': 54.06, 'no2': 24.22, 'so2': 6.67, 'soot': 22.21}\n",
            "Transformed: {'no2_normalized': -8.457979, 'pm10_normalized': 0.1760254, 'so2_normalized': -8.854593, 'soot_normalized': 0.15946874}\n",
            "Raw:  {'pm10': 72.98, 'no2': 30.59, 'so2': 12.81, 'soot': 25.33}\n",
            "Transformed: {'no2_normalized': -2.0879784, 'pm10_normalized': 0.24587442, 'so2_normalized': -2.714593, 'soot_normalized': 0.19016232}\n",
            "Raw:  {'pm10': 30.52, 'no2': 16.33, 'so2': 7.41, 'soot': 11.6}\n",
            "Transformed: {'no2_normalized': -16.347979, 'pm10_normalized': 0.08912024, 'so2_normalized': -8.1145935, 'soot_normalized': 0.055090997}\n",
            "Raw:  {'pm10': 7.06, 'no2': 11.91, 'so2': 5.84, 'soot': 9.87}\n",
            "Transformed: {'no2_normalized': -20.767979, 'pm10_normalized': 0.0025104287, 'so2_normalized': -9.684593, 'soot_normalized': 0.03807181}\n",
            "Raw:  {'pm10': 11.92, 'no2': 13.96, 'so2': 6.09, 'soot': 10.79}\n",
            "Transformed: {'no2_normalized': -18.71798, 'pm10_normalized': 0.020452615, 'so2_normalized': -9.434593, 'soot_normalized': 0.047122475}\n",
            "Raw:  {'pm10': 14.34, 'no2': 15.33, 'so2': 6.43, 'soot': 10.64}\n",
            "Transformed: {'no2_normalized': -17.347979, 'pm10_normalized': 0.02938679, 'so2_normalized': -9.094593, 'soot_normalized': 0.045646828}\n",
            "Raw:  {'pm10': 19.3, 'no2': 16.68, 'so2': 6.99, 'soot': 10.81}\n",
            "Transformed: {'no2_normalized': -15.997978, 'pm10_normalized': 0.047698155, 'so2_normalized': -8.534594, 'soot_normalized': 0.047319233}\n",
            "Raw:  {'pm10': 19.24, 'no2': 19.49, 'so2': 8.99, 'soot': 11.19}\n",
            "Transformed: {'no2_normalized': -13.187979, 'pm10_normalized': 0.04747665, 'so2_normalized': -6.5345936, 'soot_normalized': 0.051057544}\n",
            "Raw:  {'pm10': 16.74, 'no2': 17.74, 'so2': 6.69, 'soot': 11.69}\n",
            "Transformed: {'no2_normalized': -14.937979, 'pm10_normalized': 0.038247127, 'so2_normalized': -8.834593, 'soot_normalized': 0.055976383}\n",
            "Raw:  {'pm10': 20.6, 'no2': 14.35, 'so2': 6.22, 'soot': 9.88}\n",
            "Transformed: {'no2_normalized': -18.327978, 'pm10_normalized': 0.05249751, 'so2_normalized': -9.304594, 'soot_normalized': 0.038170192}\n",
            "Raw:  {'pm10': 17.0, 'no2': 14.18, 'so2': 6.98, 'soot': 8.31}\n",
            "Transformed: {'no2_normalized': -18.497978, 'pm10_normalized': 0.039207, 'so2_normalized': -8.544594, 'soot_normalized': 0.02272504}\n",
            "Raw:  {'pm10': 31.16, 'no2': 19.23, 'so2': 6.73, 'soot': 8.94}\n",
            "Transformed: {'no2_normalized': -13.447979, 'pm10_normalized': 0.091483, 'so2_normalized': -8.794594, 'soot_normalized': 0.028922768}\n",
            "Raw:  {'pm10': 38.32, 'no2': 21.79, 'so2': 6.79, 'soot': 13.94}\n",
            "Transformed: {'no2_normalized': -10.887978, 'pm10_normalized': 0.11791634, 'so2_normalized': -8.734593, 'soot_normalized': 0.07811116}\n",
            "Raw:  {'pm10': 12.68, 'no2': 17.7, 'so2': 6.24, 'soot': 9.47}\n",
            "Transformed: {'no2_normalized': -14.977978, 'pm10_normalized': 0.02325839, 'so2_normalized': -9.284594, 'soot_normalized': 0.034136746}\n",
            "Raw:  {'pm10': 27.78, 'no2': 19.27, 'so2': 8.04, 'soot': 10.0}\n",
            "Transformed: {'no2_normalized': -13.407978, 'pm10_normalized': 0.07900469, 'so2_normalized': -7.4845934, 'soot_normalized': 0.03935071}\n",
            "Raw:  {'pm10': 33.52, 'no2': 19.44, 'so2': 7.54, 'soot': 9.88}\n",
            "Transformed: {'no2_normalized': -13.237978, 'pm10_normalized': 0.10019566, 'so2_normalized': -7.9845934, 'soot_normalized': 0.038170192}\n",
            "Raw:  {'pm10': 12.86, 'no2': 14.87, 'so2': 6.69, 'soot': 9.63}\n",
            "Transformed: {'no2_normalized': -17.80798, 'pm10_normalized': 0.023922913, 'so2_normalized': -8.834593, 'soot_normalized': 0.03571077}\n",
            "Raw:  {'pm10': 13.7, 'no2': 14.84, 'so2': 6.61, 'soot': 10.56}\n",
            "Transformed: {'no2_normalized': -17.837978, 'pm10_normalized': 0.027024033, 'so2_normalized': -8.914593, 'soot_normalized': 0.044859815}\n",
            "Raw:  {'pm10': 15.32, 'no2': 20.61, 'so2': 7.25, 'soot': 10.13}\n",
            "Transformed: {'no2_normalized': -12.067978, 'pm10_normalized': 0.03300476, 'so2_normalized': -8.274593, 'soot_normalized': 0.04062961}\n",
            "Raw:  {'pm10': 21.86, 'no2': 20.99, 'so2': 7.18, 'soot': 10.0}\n",
            "Transformed: {'no2_normalized': -11.687979, 'pm10_normalized': 0.057149187, 'so2_normalized': -8.344593, 'soot_normalized': 0.03935071}\n",
            "Raw:  {'pm10': 26.48, 'no2': 21.84, 'so2': 7.98, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': -10.837978, 'pm10_normalized': 0.07420533, 'so2_normalized': -7.5445933, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 38.94, 'no2': 26.01, 'so2': 8.51, 'soot': 14.31}\n",
            "Transformed: {'no2_normalized': -6.6679783, 'pm10_normalized': 0.12020525, 'so2_normalized': -7.014593, 'soot_normalized': 0.08175111}\n",
            "Raw:  {'pm10': 74.18, 'no2': 25.43, 'so2': 4.68, 'soot': 10.5}\n",
            "Transformed: {'no2_normalized': -7.247978, 'pm10_normalized': 0.25030458, 'so2_normalized': -10.844593, 'soot_normalized': 0.04426955}\n",
            "Raw:  {'pm10': 39.48, 'no2': 20.26, 'so2': 7.55, 'soot': 11.06}\n",
            "Transformed: {'no2_normalized': -12.417978, 'pm10_normalized': 0.122198835, 'so2_normalized': -7.974593, 'soot_normalized': 0.04977865}\n",
            "Raw:  {'pm10': 79.08, 'no2': 19.89, 'so2': 6.19, 'soot': 10.44}\n",
            "Transformed: {'no2_normalized': -12.787979, 'pm10_normalized': 0.26839444, 'so2_normalized': -9.334593, 'soot_normalized': 0.043679286}\n",
            "Raw:  {'pm10': 39.26, 'no2': 22.52, 'so2': 6.36, 'soot': 10.56}\n",
            "Transformed: {'no2_normalized': -10.157978, 'pm10_normalized': 0.12138663, 'so2_normalized': -9.164593, 'soot_normalized': 0.044859815}\n",
            "Raw:  {'pm10': 22.3, 'no2': 23.23, 'so2': 6.64, 'soot': 10.06}\n",
            "Transformed: {'no2_normalized': -9.447979, 'pm10_normalized': 0.058773577, 'so2_normalized': -8.884594, 'soot_normalized': 0.039940976}\n",
            "Raw:  {'pm10': 23.42, 'no2': 23.37, 'so2': 6.19, 'soot': 12.13}\n",
            "Transformed: {'no2_normalized': -9.307978, 'pm10_normalized': 0.06290841, 'so2_normalized': -9.334593, 'soot_normalized': 0.060304966}\n",
            "Raw:  {'pm10': 34.96, 'no2': 26.6, 'so2': 7.93, 'soot': 13.63}\n",
            "Transformed: {'no2_normalized': -6.077978, 'pm10_normalized': 0.10551186, 'so2_normalized': -7.5945935, 'soot_normalized': 0.075061485}\n",
            "Raw:  {'pm10': 25.38, 'no2': 24.84, 'so2': 6.69, 'soot': 12.31}\n",
            "Transformed: {'no2_normalized': -7.8379784, 'pm10_normalized': 0.07014435, 'so2_normalized': -8.834593, 'soot_normalized': 0.06207575}\n",
            "Raw:  {'pm10': 28.07, 'no2': 22.0, 'so2': 6.85, 'soot': 12.06}\n",
            "Transformed: {'no2_normalized': -10.6779785, 'pm10_normalized': 0.08007531, 'so2_normalized': -8.674593, 'soot_normalized': 0.05961633}\n",
            "Raw:  {'pm10': 37.05, 'no2': 29.27, 'so2': 8.29, 'soot': 11.38}\n",
            "Transformed: {'no2_normalized': -3.407978, 'pm10_normalized': 0.11322774, 'so2_normalized': -7.2345934, 'soot_normalized': 0.052926708}\n",
            "Raw:  {'pm10': 35.43, 'no2': 29.7, 'so2': 8.19, 'soot': 11.38}\n",
            "Transformed: {'no2_normalized': -2.9779778, 'pm10_normalized': 0.10724702, 'so2_normalized': -7.334594, 'soot_normalized': 0.052926708}\n",
            "Raw:  {'pm10': 37.8, 'no2': 30.49, 'so2': 8.89, 'soot': 14.06}\n",
            "Transformed: {'no2_normalized': -2.1879787, 'pm10_normalized': 0.1159966, 'so2_normalized': -6.634593, 'soot_normalized': 0.07929169}\n",
            "Raw:  {'pm10': 26.62, 'no2': 23.31, 'so2': 6.51, 'soot': 11.53}\n",
            "Transformed: {'no2_normalized': -9.367979, 'pm10_normalized': 0.0747222, 'so2_normalized': -9.014593, 'soot_normalized': 0.054402355}\n",
            "Raw:  {'pm10': 30.18, 'no2': 25.54, 'so2': 7.33, 'soot': 12.35}\n",
            "Transformed: {'no2_normalized': -7.1379776, 'pm10_normalized': 0.087865025, 'so2_normalized': -8.194593, 'soot_normalized': 0.06246926}\n",
            "Raw:  {'pm10': 33.64, 'no2': 26.69, 'so2': 8.13, 'soot': 11.81}\n",
            "Transformed: {'no2_normalized': -5.987978, 'pm10_normalized': 0.10063867, 'so2_normalized': -7.3945932, 'soot_normalized': 0.057156913}\n",
            "Raw:  {'pm10': 25.16, 'no2': 21.44, 'so2': 6.38, 'soot': 10.63}\n",
            "Transformed: {'no2_normalized': -11.237978, 'pm10_normalized': 0.069332145, 'so2_normalized': -9.144593, 'soot_normalized': 0.04554845}\n",
            "Raw:  {'pm10': 24.08, 'no2': 19.89, 'so2': 6.21, 'soot': 10.31}\n",
            "Transformed: {'no2_normalized': -12.787979, 'pm10_normalized': 0.065345004, 'so2_normalized': -9.314593, 'soot_normalized': 0.042400394}\n",
            "Raw:  {'pm10': 20.68, 'no2': 23.88, 'so2': 7.66, 'soot': 9.94}\n",
            "Transformed: {'no2_normalized': -8.797979, 'pm10_normalized': 0.052792855, 'so2_normalized': -7.8645935, 'soot_normalized': 0.038760446}\n",
            "Raw:  {'pm10': 7.82, 'no2': 22.68, 'so2': 6.39, 'soot': 10.63}\n",
            "Transformed: {'no2_normalized': -9.997978, 'pm10_normalized': 0.0053162035, 'so2_normalized': -9.134594, 'soot_normalized': 0.04554845}\n",
            "Raw:  {'pm10': 10.46, 'no2': 17.71, 'so2': 6.24, 'soot': 12.06}\n",
            "Transformed: {'no2_normalized': -14.967979, 'pm10_normalized': 0.015062576, 'so2_normalized': -9.284594, 'soot_normalized': 0.05961633}\n",
            "Raw:  {'pm10': 20.77, 'no2': 22.65, 'so2': 6.88, 'soot': 15.19}\n",
            "Transformed: {'no2_normalized': -10.027979, 'pm10_normalized': 0.053125117, 'so2_normalized': -8.644593, 'soot_normalized': 0.09040825}\n",
            "Raw:  {'pm10': 28.26, 'no2': 27.39, 'so2': 8.68, 'soot': 15.25}\n",
            "Transformed: {'no2_normalized': -5.287979, 'pm10_normalized': 0.08077676, 'so2_normalized': -6.844593, 'soot_normalized': 0.090998515}\n",
            "Raw:  {'pm10': 25.62, 'no2': 23.95, 'so2': 9.16, 'soot': 11.13}\n",
            "Transformed: {'no2_normalized': -8.727978, 'pm10_normalized': 0.071030386, 'so2_normalized': -6.3645935, 'soot_normalized': 0.050467286}\n",
            "Raw:  {'pm10': 25.1, 'no2': 23.92, 'so2': 7.52, 'soot': 13.06}\n",
            "Transformed: {'no2_normalized': -8.757978, 'pm10_normalized': 0.06911065, 'so2_normalized': -8.004593, 'soot_normalized': 0.06945401}\n",
            "Raw:  {'pm10': 23.1, 'no2': 21.77, 'so2': 7.61, 'soot': 13.19}\n",
            "Transformed: {'no2_normalized': -10.907978, 'pm10_normalized': 0.061727032, 'so2_normalized': -7.914593, 'soot_normalized': 0.0707329}\n",
            "Raw:  {'pm10': 32.58, 'no2': 22.97, 'so2': 8.36, 'soot': 15.4}\n",
            "Transformed: {'no2_normalized': -9.707979, 'pm10_normalized': 0.09672537, 'so2_normalized': -7.1645937, 'soot_normalized': 0.09247417}\n",
            "Raw:  {'pm10': 37.48, 'no2': 30.31, 'so2': 8.38, 'soot': 24.5}\n",
            "Transformed: {'no2_normalized': -2.367979, 'pm10_normalized': 0.11481522, 'so2_normalized': -7.1445932, 'soot_normalized': 0.18199703}\n",
            "Raw:  {'pm10': 20.8, 'no2': 21.01, 'so2': 8.18, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': -11.667978, 'pm10_normalized': 0.053235866, 'so2_normalized': -7.344593, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 30.78, 'no2': 20.94, 'so2': 7.71, 'soot': 20.82}\n",
            "Transformed: {'no2_normalized': -11.737978, 'pm10_normalized': 0.09008012, 'so2_normalized': -7.8145933, 'soot_normalized': 0.14579438}\n",
            "Raw:  {'pm10': 20.6, 'no2': 18.64, 'so2': 7.69, 'soot': 15.65}\n",
            "Transformed: {'no2_normalized': -14.037979, 'pm10_normalized': 0.05249751, 'so2_normalized': -7.8345933, 'soot_normalized': 0.094933584}\n",
            "Raw:  {'pm10': 29.68, 'no2': 18.67, 'so2': 9.34, 'soot': 16.12}\n",
            "Transformed: {'no2_normalized': -14.007978, 'pm10_normalized': 0.08601912, 'so2_normalized': -6.184593, 'soot_normalized': 0.0995573}\n",
            "Raw:  {'pm10': 30.86, 'no2': 21.36, 'so2': 6.99, 'soot': 20.12}\n",
            "Transformed: {'no2_normalized': -11.317978, 'pm10_normalized': 0.09037545, 'so2_normalized': -8.534594, 'soot_normalized': 0.13890801}\n",
            "Raw:  {'pm10': 36.12, 'no2': 20.79, 'so2': 5.64, 'soot': 20.76}\n",
            "Transformed: {'no2_normalized': -11.887978, 'pm10_normalized': 0.109794356, 'so2_normalized': -9.884594, 'soot_normalized': 0.14520413}\n",
            "Raw:  {'pm10': 40.74, 'no2': 23.25, 'so2': 7.02, 'soot': 21.53}\n",
            "Transformed: {'no2_normalized': -9.4279785, 'pm10_normalized': 0.12685052, 'so2_normalized': -8.504593, 'soot_normalized': 0.15277915}\n",
            "Raw:  {'pm10': 43.02, 'no2': 29.77, 'so2': 8.66, 'soot': 30.81}\n",
            "Transformed: {'no2_normalized': -2.907978, 'pm10_normalized': 0.13526784, 'so2_normalized': -6.8645935, 'soot_normalized': 0.24407278}\n",
            "Raw:  {'pm10': 44.54, 'no2': 37.15, 'so2': 16.54, 'soot': 32.75}\n",
            "Transformed: {'no2_normalized': 4.472023, 'pm10_normalized': 0.1408794, 'so2_normalized': 1.0154076, 'soot_normalized': 0.26315787}\n",
            "Raw:  {'pm10': 19.37, 'no2': 20.42, 'so2': 6.77, 'soot': 19.38}\n",
            "Transformed: {'no2_normalized': -12.257978, 'pm10_normalized': 0.047956586, 'so2_normalized': -8.754593, 'soot_normalized': 0.13162813}\n",
            "Raw:  {'pm10': 11.66, 'no2': 16.44, 'so2': 5.34, 'soot': 19.25}\n",
            "Transformed: {'no2_normalized': -16.237978, 'pm10_normalized': 0.019492745, 'so2_normalized': -10.184593, 'soot_normalized': 0.13034923}\n",
            "Raw:  {'pm10': 20.98, 'no2': 27.22, 'so2': 5.96, 'soot': 28.44}\n",
            "Transformed: {'no2_normalized': -5.457979, 'pm10_normalized': 0.05390039, 'so2_normalized': -9.564593, 'soot_normalized': 0.2207575}\n",
            "Raw:  {'pm10': 29.15, 'no2': 33.58, 'so2': 9.23, 'soot': 37.75}\n",
            "Transformed: {'no2_normalized': 0.9020233, 'pm10_normalized': 0.084062465, 'so2_normalized': -6.294594, 'soot_normalized': 0.31234628}\n",
            "Raw:  {'pm10': 38.2, 'no2': 34.85, 'so2': 7.55, 'soot': 36.81}\n",
            "Transformed: {'no2_normalized': 2.17202, 'pm10_normalized': 0.11747333, 'so2_normalized': -7.974593, 'soot_normalized': 0.30309886}\n",
            "Raw:  {'pm10': 36.65, 'no2': 32.02, 'so2': 14.21, 'soot': 23.25}\n",
            "Transformed: {'no2_normalized': -0.65797806, 'pm10_normalized': 0.11175103, 'so2_normalized': -1.3145933, 'soot_normalized': 0.16969994}\n",
            "Raw:  {'pm10': 28.52, 'no2': 21.53, 'so2': 8.46, 'soot': 13.0}\n",
            "Transformed: {'no2_normalized': -11.147978, 'pm10_normalized': 0.081736624, 'so2_normalized': -7.0645933, 'soot_normalized': 0.06886374}\n",
            "Raw:  {'pm10': 26.7, 'no2': 15.45, 'so2': 7.99, 'soot': 12.5}\n",
            "Transformed: {'no2_normalized': -17.227978, 'pm10_normalized': 0.075017534, 'so2_normalized': -7.5345936, 'soot_normalized': 0.063944906}\n",
            "Raw:  {'pm10': 12.3, 'no2': 16.58, 'so2': 6.67, 'soot': 11.06}\n",
            "Transformed: {'no2_normalized': -16.097979, 'pm10_normalized': 0.021855503, 'so2_normalized': -8.854593, 'soot_normalized': 0.04977865}\n",
            "Raw:  {'pm10': 19.24, 'no2': 24.51, 'so2': 9.64, 'soot': 17.94}\n",
            "Transformed: {'no2_normalized': -8.167978, 'pm10_normalized': 0.04747665, 'so2_normalized': -5.884593, 'soot_normalized': 0.117461875}\n",
            "Raw:  {'pm10': 24.53, 'no2': 23.47, 'so2': 7.57, 'soot': 16.06}\n",
            "Transformed: {'no2_normalized': -9.207979, 'pm10_normalized': 0.06700632, 'so2_normalized': -7.954593, 'soot_normalized': 0.09896703}\n",
            "Raw:  {'pm10': 14.28, 'no2': 18.38, 'so2': 6.9, 'soot': 14.4}\n",
            "Transformed: {'no2_normalized': -14.297979, 'pm10_normalized': 0.029165281, 'so2_normalized': -8.624594, 'soot_normalized': 0.08263649}\n",
            "Raw:  {'pm10': 21.2, 'no2': 21.74, 'so2': 6.81, 'soot': 16.29}\n",
            "Transformed: {'no2_normalized': -10.937979, 'pm10_normalized': 0.054712594, 'so2_normalized': -8.714594, 'soot_normalized': 0.10122971}\n",
            "Raw:  {'pm10': 34.25, 'no2': 26.47, 'so2': 13.36, 'soot': 14.69}\n",
            "Transformed: {'no2_normalized': -6.207979, 'pm10_normalized': 0.10289068, 'so2_normalized': -2.1645937, 'soot_normalized': 0.085489415}\n",
            "Raw:  {'pm10': 32.8, 'no2': 22.54, 'so2': 10.24, 'soot': 12.06}\n",
            "Transformed: {'no2_normalized': -10.137978, 'pm10_normalized': 0.097537555, 'so2_normalized': -5.2845936, 'soot_normalized': 0.05961633}\n",
            "Raw:  {'pm10': 32.48, 'no2': 16.49, 'so2': 8.07, 'soot': 11.19}\n",
            "Transformed: {'no2_normalized': -16.187979, 'pm10_normalized': 0.096356176, 'so2_normalized': -7.4545937, 'soot_normalized': 0.051057544}\n",
            "Raw:  {'pm10': 19.37, 'no2': 13.61, 'so2': 7.03, 'soot': 10.06}\n",
            "Transformed: {'no2_normalized': -19.067978, 'pm10_normalized': 0.047956586, 'so2_normalized': -8.494593, 'soot_normalized': 0.039940976}\n",
            "Raw:  {'pm10': 16.04, 'no2': 12.84, 'so2': 7.15, 'soot': 9.8}\n",
            "Transformed: {'no2_normalized': -19.837978, 'pm10_normalized': 0.035662867, 'so2_normalized': -8.374594, 'soot_normalized': 0.037383176}\n",
            "Raw:  {'pm10': 9.04, 'no2': 13.5, 'so2': 8.68, 'soot': 9.13}\n",
            "Transformed: {'no2_normalized': -19.177979, 'pm10_normalized': 0.009820208, 'so2_normalized': -6.844593, 'soot_normalized': 0.030791933}\n",
            "Raw:  {'pm10': 26.9, 'no2': 13.99, 'so2': 14.53, 'soot': 11.29}\n",
            "Transformed: {'no2_normalized': -18.687979, 'pm10_normalized': 0.0757559, 'so2_normalized': -0.9945936, 'soot_normalized': 0.052041315}\n",
            "Raw:  {'pm10': 44.98, 'no2': 27.07, 'so2': 12.57, 'soot': 20.94}\n",
            "Transformed: {'no2_normalized': -5.607979, 'pm10_normalized': 0.14250378, 'so2_normalized': -2.9545937, 'soot_normalized': 0.1469749}\n",
            "Raw:  {'pm10': 41.05, 'no2': 24.59, 'so2': 15.4, 'soot': 16.76}\n",
            "Transformed: {'no2_normalized': -8.087978, 'pm10_normalized': 0.12799497, 'so2_normalized': -0.124593735, 'soot_normalized': 0.105853416}\n",
            "Raw:  {'pm10': 66.5, 'no2': 29.19, 'so2': 15.86, 'soot': 20.94}\n",
            "Transformed: {'no2_normalized': -3.487978, 'pm10_normalized': 0.22195148, 'so2_normalized': 0.3354063, 'soot_normalized': 0.1469749}\n",
            "Raw:  {'pm10': 103.74, 'no2': 53.88, 'so2': 25.86, 'soot': 27.88}\n",
            "Transformed: {'no2_normalized': 21.202023, 'pm10_normalized': 0.35943443, 'so2_normalized': 10.335407, 'soot_normalized': 0.21524838}\n",
            "Raw:  {'pm10': 116.82, 'no2': 43.74, 'so2': 27.52, 'soot': 28.94}\n",
            "Transformed: {'no2_normalized': 11.062023, 'pm10_normalized': 0.40772328, 'so2_normalized': 11.995407, 'soot_normalized': 0.22567633}\n",
            "Raw:  {'pm10': 82.14, 'no2': 40.73, 'so2': 24.91, 'soot': 22.71}\n",
            "Transformed: {'no2_normalized': 8.052021, 'pm10_normalized': 0.27969137, 'so2_normalized': 9.3854065, 'soot_normalized': 0.16438758}\n",
            "Raw:  {'pm10': 41.64, 'no2': 24.93, 'so2': 23.12, 'soot': 11.35}\n",
            "Transformed: {'no2_normalized': -7.747978, 'pm10_normalized': 0.13017313, 'so2_normalized': 7.5954075, 'soot_normalized': 0.05263158}\n",
            "Raw:  {'pm10': 47.22, 'no2': 29.96, 'so2': 14.2, 'soot': 13.35}\n",
            "Transformed: {'no2_normalized': -2.7179794, 'pm10_normalized': 0.15077344, 'so2_normalized': -1.3245935, 'soot_normalized': 0.07230694}\n",
            "Raw:  {'pm10': 66.22, 'no2': 28.72, 'so2': 12.38, 'soot': 12.53}\n",
            "Transformed: {'no2_normalized': -3.9579792, 'pm10_normalized': 0.22091778, 'so2_normalized': -3.1445932, 'soot_normalized': 0.06424003}\n",
            "Raw:  {'pm10': 48.3, 'no2': 25.07, 'so2': 12.14, 'soot': 11.24}\n",
            "Transformed: {'no2_normalized': -7.607979, 'pm10_normalized': 0.15476058, 'so2_normalized': -3.384593, 'soot_normalized': 0.051549427}\n",
            "Raw:  {'pm10': 28.68, 'no2': 24.3, 'so2': 13.76, 'soot': 11.94}\n",
            "Transformed: {'no2_normalized': -8.377979, 'pm10_normalized': 0.08232731, 'so2_normalized': -1.7645931, 'soot_normalized': 0.0584358}\n",
            "Raw:  {'pm10': 20.52, 'no2': 17.99, 'so2': 10.09, 'soot': 11.53}\n",
            "Transformed: {'no2_normalized': -14.687979, 'pm10_normalized': 0.052202165, 'so2_normalized': -5.434593, 'soot_normalized': 0.054402355}\n",
            "Raw:  {'pm10': 18.45, 'no2': 19.59, 'so2': 9.29, 'soot': 11.82}\n",
            "Transformed: {'no2_normalized': -13.087978, 'pm10_normalized': 0.044560123, 'so2_normalized': -6.2345934, 'soot_normalized': 0.057255283}\n",
            "Raw:  {'pm10': 35.68, 'no2': 31.76, 'so2': 11.71, 'soot': 12.31}\n",
            "Transformed: {'no2_normalized': -0.9179783, 'pm10_normalized': 0.108169965, 'so2_normalized': -3.8145933, 'soot_normalized': 0.06207575}\n",
            "Raw:  {'pm10': 36.68, 'no2': 26.34, 'so2': 14.56, 'soot': 12.2}\n",
            "Transformed: {'no2_normalized': -6.3379784, 'pm10_normalized': 0.11186177, 'so2_normalized': -0.96459293, 'soot_normalized': 0.0609936}\n",
            "Raw:  {'pm10': 66.08, 'no2': 35.79, 'so2': 18.82, 'soot': 12.0}\n",
            "Transformed: {'no2_normalized': 3.1120224, 'pm10_normalized': 0.22040093, 'so2_normalized': 3.2954063, 'soot_normalized': 0.059026066}\n",
            "Raw:  {'pm10': 56.34, 'no2': 26.02, 'so2': 15.67, 'soot': 11.93}\n",
            "Transformed: {'no2_normalized': -6.657978, 'pm10_normalized': 0.18444271, 'so2_normalized': 0.14540672, 'soot_normalized': 0.05833743}\n",
            "Raw:  {'pm10': 36.26, 'no2': 25.09, 'so2': 14.62, 'soot': 13.4}\n",
            "Transformed: {'no2_normalized': -7.5879784, 'pm10_normalized': 0.11031121, 'so2_normalized': -0.90459347, 'soot_normalized': 0.07279881}\n",
            "Raw:  {'pm10': 14.7, 'no2': 19.51, 'so2': 8.62, 'soot': 11.33}\n",
            "Transformed: {'no2_normalized': -13.167978, 'pm10_normalized': 0.03071584, 'so2_normalized': -6.9045935, 'soot_normalized': 0.05243482}\n",
            "Raw:  {'pm10': 18.42, 'no2': 20.07, 'so2': 8.81, 'soot': 12.6}\n",
            "Transformed: {'no2_normalized': -12.607979, 'pm10_normalized': 0.044449367, 'so2_normalized': -6.714593, 'soot_normalized': 0.06492867}\n",
            "Raw:  {'pm10': 48.2, 'no2': 28.29, 'so2': 15.59, 'soot': 17.81}\n",
            "Transformed: {'no2_normalized': -4.3879776, 'pm10_normalized': 0.15439141, 'so2_normalized': 0.0654068, 'soot_normalized': 0.11618297}\n",
            "Raw:  {'pm10': 69.7, 'no2': 35.2, 'so2': 27.03, 'soot': 28.5}\n",
            "Transformed: {'no2_normalized': 2.5220222, 'pm10_normalized': 0.23376526, 'so2_normalized': 11.505407, 'soot_normalized': 0.22134775}\n",
            "Raw:  {'pm10': 62.98, 'no2': 30.16, 'so2': 24.7, 'soot': 19.88}\n",
            "Transformed: {'no2_normalized': -2.5179787, 'pm10_normalized': 0.20895632, 'so2_normalized': 9.175407, 'soot_normalized': 0.13654695}\n",
            "Raw:  {'pm10': 41.33, 'no2': 27.41, 'so2': 18.26, 'soot': 15.94}\n",
            "Transformed: {'no2_normalized': -5.2679787, 'pm10_normalized': 0.1290287, 'so2_normalized': 2.7354069, 'soot_normalized': 0.097786516}\n",
            "Raw:  {'pm10': 46.65, 'no2': 28.46, 'so2': 14.65, 'soot': 12.19}\n",
            "Transformed: {'no2_normalized': -4.2179794, 'pm10_normalized': 0.14866911, 'so2_normalized': -0.87459373, 'soot_normalized': 0.06089522}\n",
            "Raw:  {'pm10': 48.37, 'no2': 28.7, 'so2': 11.88, 'soot': 12.41}\n",
            "Transformed: {'no2_normalized': -3.9779778, 'pm10_normalized': 0.155019, 'so2_normalized': -3.6445932, 'soot_normalized': 0.063059516}\n",
            "Raw:  {'pm10': 92.58, 'no2': 47.13, 'so2': 16.49, 'soot': 33.82}\n",
            "Transformed: {'no2_normalized': 14.452023, 'pm10_normalized': 0.31823385, 'so2_normalized': 0.9654064, 'soot_normalized': 0.2736842}\n",
            "Raw:  {'pm10': 135.4, 'no2': 71.31, 'so2': 24.53, 'soot': 59.59}\n",
            "Transformed: {'no2_normalized': 38.63202, 'pm10_normalized': 0.47631702, 'so2_normalized': 9.005407, 'soot_normalized': 0.5272012}\n",
            "Raw:  {'pm10': 122.2, 'no2': 83.58, 'so2': 27.89, 'soot': 79.41}\n",
            "Transformed: {'no2_normalized': 50.902023, 'pm10_normalized': 0.42758518, 'so2_normalized': 12.365406, 'soot_normalized': 0.72218394}\n",
            "Raw:  {'pm10': 106.17, 'no2': 69.17, 'so2': 23.46, 'soot': 65.82}\n",
            "Transformed: {'no2_normalized': 36.49202, 'pm10_normalized': 0.36840552, 'so2_normalized': 7.9354057, 'soot_normalized': 0.5884899}\n",
            "Raw:  {'pm10': 82.4, 'no2': 42.27, 'so2': 15.25, 'soot': 31.59}\n",
            "Transformed: {'no2_normalized': 9.592022, 'pm10_normalized': 0.28065124, 'so2_normalized': -0.27459335, 'soot_normalized': 0.25174618}\n",
            "Raw:  {'pm10': 26.15, 'no2': 35.16, 'so2': 9.62, 'soot': 10.76}\n",
            "Transformed: {'no2_normalized': 2.4820213, 'pm10_normalized': 0.07298704, 'so2_normalized': -5.9045935, 'soot_normalized': 0.04682735}\n",
            "Raw:  {'pm10': 14.48, 'no2': 31.29, 'so2': 7.72, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -1.3879776, 'pm10_normalized': 0.029903641, 'so2_normalized': -7.8045936, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 20.35, 'no2': 47.46, 'so2': 8.95, 'soot': 9.65}\n",
            "Transformed: {'no2_normalized': 14.782021, 'pm10_normalized': 0.051574558, 'so2_normalized': -6.5745935, 'soot_normalized': 0.035907518}\n",
            "Raw:  {'pm10': 40.57, 'no2': 54.23, 'so2': 11.32, 'soot': 18.24}\n",
            "Transformed: {'no2_normalized': 21.552021, 'pm10_normalized': 0.12622291, 'so2_normalized': -4.2045937, 'soot_normalized': 0.12041317}\n",
            "Raw:  {'pm10': 71.15, 'no2': 72.17, 'so2': 26.48, 'soot': 42.06}\n",
            "Transformed: {'no2_normalized': 39.49202, 'pm10_normalized': 0.23911841, 'so2_normalized': 10.955406, 'soot_normalized': 0.35474667}\n",
            "Raw:  {'pm10': 84.4, 'no2': 64.94, 'so2': 14.33, 'soot': 52.47}\n",
            "Transformed: {'no2_normalized': 32.262024, 'pm10_normalized': 0.28803486, 'so2_normalized': -1.1945934, 'soot_normalized': 0.4571569}\n",
            "Raw:  {'pm10': 101.47, 'no2': 79.61, 'so2': 15.29, 'soot': 68.06}\n",
            "Transformed: {'no2_normalized': 46.932022, 'pm10_normalized': 0.351054, 'so2_normalized': -0.23459339, 'soot_normalized': 0.61052626}\n",
            "Raw:  {'pm10': 110.98, 'no2': 97.06, 'so2': 16.33, 'soot': 69.12}\n",
            "Transformed: {'no2_normalized': 64.38202, 'pm10_normalized': 0.38616312, 'so2_normalized': 0.8054066, 'soot_normalized': 0.6209542}\n",
            "Raw:  {'pm10': 69.6, 'no2': 51.65, 'so2': 13.03, 'soot': 35.0}\n",
            "Transformed: {'no2_normalized': 18.972023, 'pm10_normalized': 0.23339608, 'so2_normalized': -2.4945936, 'soot_normalized': 0.28529266}\n",
            "Raw:  {'pm10': 56.27, 'no2': 32.67, 'so2': 10.09, 'soot': 16.18}\n",
            "Transformed: {'no2_normalized': -0.007980347, 'pm10_normalized': 0.1841843, 'so2_normalized': -5.434593, 'soot_normalized': 0.10014756}\n",
            "Raw:  {'pm10': 33.96, 'no2': 43.19, 'so2': 11.89, 'soot': 30.12}\n",
            "Transformed: {'no2_normalized': 10.51202, 'pm10_normalized': 0.10182005, 'so2_normalized': -3.634593, 'soot_normalized': 0.2372848}\n",
            "Raw:  {'pm10': 29.39, 'no2': 40.4, 'so2': 9.29, 'soot': 16.59}\n",
            "Transformed: {'no2_normalized': 7.722023, 'pm10_normalized': 0.084948495, 'so2_normalized': -6.2345934, 'soot_normalized': 0.10418101}\n",
            "Raw:  {'pm10': 54.83, 'no2': 48.34, 'so2': 14.21, 'soot': 18.47}\n",
            "Transformed: {'no2_normalized': 15.662022, 'pm10_normalized': 0.1788681, 'so2_normalized': -1.3145933, 'soot_normalized': 0.122675836}\n",
            "Raw:  {'pm10': 33.7, 'no2': 28.24, 'so2': 11.66, 'soot': 13.76}\n",
            "Transformed: {'no2_normalized': -4.4379787, 'pm10_normalized': 0.100860186, 'so2_normalized': -3.8645935, 'soot_normalized': 0.076340385}\n",
            "Raw:  {'pm10': 22.51, 'no2': 30.71, 'so2': 9.08, 'soot': 13.76}\n",
            "Transformed: {'no2_normalized': -1.9679794, 'pm10_normalized': 0.059548866, 'so2_normalized': -6.4445934, 'soot_normalized': 0.076340385}\n",
            "Raw:  {'pm10': 29.81, 'no2': 47.41, 'so2': 11.88, 'soot': 20.41}\n",
            "Transformed: {'no2_normalized': 14.732021, 'pm10_normalized': 0.08649906, 'so2_normalized': -3.6445932, 'soot_normalized': 0.14176093}\n",
            "Raw:  {'pm10': 36.97, 'no2': 44.19, 'so2': 13.66, 'soot': 19.18}\n",
            "Transformed: {'no2_normalized': 11.51202, 'pm10_normalized': 0.11293241, 'so2_normalized': -1.8645935, 'soot_normalized': 0.12966059}\n",
            "Raw:  {'pm10': 48.61, 'no2': 44.46, 'so2': 19.97, 'soot': 21.41}\n",
            "Transformed: {'no2_normalized': 11.782021, 'pm10_normalized': 0.15590504, 'so2_normalized': 4.445406, 'soot_normalized': 0.15159862}\n",
            "Raw:  {'pm10': 37.0, 'no2': 31.92, 'so2': 15.37, 'soot': 18.06}\n",
            "Transformed: {'no2_normalized': -0.75797844, 'pm10_normalized': 0.11304315, 'so2_normalized': -0.15459347, 'soot_normalized': 0.11864239}\n",
            "Raw:  {'pm10': 51.7, 'no2': 31.79, 'so2': 14.85, 'soot': 18.88}\n",
            "Transformed: {'no2_normalized': -0.8879776, 'pm10_normalized': 0.16731273, 'so2_normalized': -0.674593, 'soot_normalized': 0.12670928}\n",
            "Raw:  {'pm10': 40.97, 'no2': 24.76, 'so2': 16.99, 'soot': 15.06}\n",
            "Transformed: {'no2_normalized': -7.9179783, 'pm10_normalized': 0.12769963, 'so2_normalized': 1.4654064, 'soot_normalized': 0.089129366}\n",
            "Raw:  {'pm10': 47.04, 'no2': 38.46, 'so2': 14.69, 'soot': 18.29}\n",
            "Transformed: {'no2_normalized': 5.7820206, 'pm10_normalized': 0.1501089, 'so2_normalized': -0.8345938, 'soot_normalized': 0.12090507}\n",
            "Raw:  {'pm10': 34.91, 'no2': 33.31, 'so2': 11.37, 'soot': 18.24}\n",
            "Transformed: {'no2_normalized': 0.63202286, 'pm10_normalized': 0.10532727, 'so2_normalized': -4.1545935, 'soot_normalized': 0.12041317}\n",
            "Raw:  {'pm10': 33.53, 'no2': 18.3, 'so2': 10.62, 'soot': 9.0}\n",
            "Transformed: {'no2_normalized': -14.377979, 'pm10_normalized': 0.10023257, 'so2_normalized': -4.9045935, 'soot_normalized': 0.029513033}\n",
            "Raw:  {'pm10': 56.63, 'no2': 29.23, 'so2': 17.36, 'soot': 10.44}\n",
            "Transformed: {'no2_normalized': -3.447979, 'pm10_normalized': 0.18551335, 'so2_normalized': 1.8354073, 'soot_normalized': 0.043679286}\n",
            "Raw:  {'pm10': 45.21, 'no2': 27.61, 'so2': 18.29, 'soot': 10.0}\n",
            "Transformed: {'no2_normalized': -5.067978, 'pm10_normalized': 0.1433529, 'so2_normalized': 2.7654076, 'soot_normalized': 0.03935071}\n",
            "Raw:  {'pm10': 36.67, 'no2': 21.54, 'so2': 7.72, 'soot': 9.18}\n",
            "Transformed: {'no2_normalized': -11.137978, 'pm10_normalized': 0.11182485, 'so2_normalized': -7.8045936, 'soot_normalized': 0.03128382}\n",
            "Raw:  {'pm10': 44.53, 'no2': 20.73, 'so2': 11.09, 'soot': 9.0}\n",
            "Transformed: {'no2_normalized': -11.947979, 'pm10_normalized': 0.14084247, 'so2_normalized': -4.434593, 'soot_normalized': 0.029513033}\n",
            "Raw:  {'pm10': 33.97, 'no2': 23.59, 'so2': 15.34, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -9.087978, 'pm10_normalized': 0.10185698, 'so2_normalized': -0.1845932, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 74.8, 'no2': 40.84, 'so2': 17.46, 'soot': 23.41}\n",
            "Transformed: {'no2_normalized': 8.162022, 'pm10_normalized': 0.25259352, 'so2_normalized': 1.9354057, 'soot_normalized': 0.17127396}\n",
            "Raw:  {'pm10': 40.0, 'no2': 39.62, 'so2': 19.98, 'soot': 19.24}\n",
            "Transformed: {'no2_normalized': 6.9420204, 'pm10_normalized': 0.124118574, 'so2_normalized': 4.455406, 'soot_normalized': 0.13025086}\n",
            "Raw:  {'pm10': 21.4, 'no2': 26.83, 'so2': 11.51, 'soot': 14.18}\n",
            "Transformed: {'no2_normalized': -5.8479786, 'pm10_normalized': 0.055450954, 'so2_normalized': -4.014593, 'soot_normalized': 0.08047221}\n",
            "Raw:  {'pm10': 19.48, 'no2': 20.67, 'so2': 9.85, 'soot': 9.87}\n",
            "Transformed: {'no2_normalized': -12.007978, 'pm10_normalized': 0.04836268, 'so2_normalized': -5.674593, 'soot_normalized': 0.03807181}\n",
            "Raw:  {'pm10': 22.2, 'no2': 23.19, 'so2': 11.62, 'soot': 13.53}\n",
            "Transformed: {'no2_normalized': -9.487978, 'pm10_normalized': 0.0584044, 'so2_normalized': -3.9045935, 'soot_normalized': 0.07407771}\n",
            "Raw:  {'pm10': 26.08, 'no2': 25.05, 'so2': 11.48, 'soot': 9.2}\n",
            "Transformed: {'no2_normalized': -7.6279793, 'pm10_normalized': 0.07272862, 'so2_normalized': -4.044594, 'soot_normalized': 0.031480566}\n",
            "Raw:  {'pm10': 22.8, 'no2': 22.51, 'so2': 11.14, 'soot': 10.12}\n",
            "Transformed: {'no2_normalized': -10.167978, 'pm10_normalized': 0.060619477, 'so2_normalized': -4.384593, 'soot_normalized': 0.04053123}\n",
            "Raw:  {'pm10': 24.25, 'no2': 21.87, 'so2': 9.44, 'soot': 9.31}\n",
            "Transformed: {'no2_normalized': -10.807978, 'pm10_normalized': 0.065972604, 'so2_normalized': -6.084594, 'soot_normalized': 0.032562718}\n",
            "Raw:  {'pm10': 37.82, 'no2': 34.96, 'so2': 11.03, 'soot': 11.25}\n",
            "Transformed: {'no2_normalized': 2.2820206, 'pm10_normalized': 0.116070434, 'so2_normalized': -4.4945936, 'soot_normalized': 0.05164781}\n",
            "Raw:  {'pm10': 59.74, 'no2': 36.4, 'so2': 23.99, 'soot': 13.25}\n",
            "Transformed: {'no2_normalized': 3.722023, 'pm10_normalized': 0.19699487, 'so2_normalized': 8.465406, 'soot_normalized': 0.071323164}\n",
            "Raw:  {'pm10': 102.26, 'no2': 38.68, 'so2': 33.31, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': 6.002022, 'pm10_normalized': 0.35397056, 'so2_normalized': 17.785408, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 65.96, 'no2': 29.32, 'so2': 21.54, 'soot': 13.8}\n",
            "Transformed: {'no2_normalized': -3.3579788, 'pm10_normalized': 0.2199579, 'so2_normalized': 6.0154076, 'soot_normalized': 0.07673389}\n",
            "Raw:  {'pm10': 73.02, 'no2': 36.3, 'so2': 25.69, 'soot': 16.2}\n",
            "Transformed: {'no2_normalized': 3.6220207, 'pm10_normalized': 0.24602208, 'so2_normalized': 10.165407, 'soot_normalized': 0.10034432}\n",
            "Raw:  {'pm10': 56.74, 'no2': 38.31, 'so2': 23.41, 'soot': 31.0}\n",
            "Transformed: {'no2_normalized': 5.632023, 'pm10_normalized': 0.18591945, 'so2_normalized': 7.8854065, 'soot_normalized': 0.24594194}\n",
            "Raw:  {'pm10': 171.83, 'no2': 90.3, 'so2': 37.75, 'soot': 91.31}\n",
            "Transformed: {'no2_normalized': 57.622025, 'pm10_normalized': 0.6108096, 'so2_normalized': 22.225407, 'soot_normalized': 0.83925223}\n",
            "Raw:  {'pm10': 53.9, 'no2': 42.88, 'so2': 28.76, 'soot': 21.6}\n",
            "Transformed: {'no2_normalized': 10.202023, 'pm10_normalized': 0.17543471, 'so2_normalized': 13.235407, 'soot_normalized': 0.15346777}\n",
            "Raw:  {'pm10': 43.23, 'no2': 32.13, 'so2': 19.66, 'soot': 16.53}\n",
            "Transformed: {'no2_normalized': -0.54797745, 'pm10_normalized': 0.13604312, 'so2_normalized': 4.1354065, 'soot_normalized': 0.10359076}\n",
            "Raw:  {'pm10': 39.47, 'no2': 27.71, 'so2': 15.58, 'soot': 13.86}\n",
            "Transformed: {'no2_normalized': -4.9679794, 'pm10_normalized': 0.122161925, 'so2_normalized': 0.05540657, 'soot_normalized': 0.077324145}\n",
            "Raw:  {'pm10': 16.9, 'no2': 26.1, 'so2': 12.73, 'soot': 11.79}\n",
            "Transformed: {'no2_normalized': -6.577978, 'pm10_normalized': 0.038837817, 'so2_normalized': -2.7945938, 'soot_normalized': 0.056960154}\n",
            "Raw:  {'pm10': 19.82, 'no2': 21.58, 'so2': 12.57, 'soot': 11.86}\n",
            "Transformed: {'no2_normalized': -11.097979, 'pm10_normalized': 0.049617898, 'so2_normalized': -2.9545937, 'soot_normalized': 0.05764879}\n",
            "Raw:  {'pm10': 30.85, 'no2': 29.52, 'so2': 15.54, 'soot': 14.62}\n",
            "Transformed: {'no2_normalized': -3.157978, 'pm10_normalized': 0.09033854, 'so2_normalized': 0.015406609, 'soot_normalized': 0.08480078}\n",
            "Raw:  {'pm10': 59.78, 'no2': 38.34, 'so2': 24.23, 'soot': 23.29}\n",
            "Transformed: {'no2_normalized': 5.6620216, 'pm10_normalized': 0.19714253, 'so2_normalized': 8.705406, 'soot_normalized': 0.17009346}\n",
            "Raw:  {'pm10': 158.7, 'no2': 52.96, 'so2': 39.01, 'soot': 39.4}\n",
            "Transformed: {'no2_normalized': 20.28202, 'pm10_normalized': 0.56233615, 'so2_normalized': 23.485405, 'soot_normalized': 0.32857844}\n",
            "Raw:  {'pm10': 185.18, 'no2': 58.46, 'so2': 64.05, 'soot': 29.33}\n",
            "Transformed: {'no2_normalized': 25.78202, 'pm10_normalized': 0.6600952, 'so2_normalized': 48.52541, 'soot_normalized': 0.22951302}\n",
            "Raw:  {'pm10': 160.5, 'no2': 49.33, 'so2': 65.93, 'soot': 14.44}\n",
            "Transformed: {'no2_normalized': 16.652023, 'pm10_normalized': 0.5689814, 'so2_normalized': 50.405407, 'soot_normalized': 0.08302999}\n",
            "Raw:  {'pm10': 212.86, 'no2': 52.11, 'so2': 73.42, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': 19.432022, 'pm10_normalized': 0.76228446, 'so2_normalized': 57.895405, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 137.24, 'no2': 37.94, 'so2': 41.13, 'soot': 13.29}\n",
            "Transformed: {'no2_normalized': 5.26202, 'pm10_normalized': 0.48310998, 'so2_normalized': 25.605408, 'soot_normalized': 0.07171667}\n",
            "Raw:  {'pm10': 76.57, 'no2': 28.71, 'so2': 20.59, 'soot': 8.35}\n",
            "Transformed: {'no2_normalized': -3.9679794, 'pm10_normalized': 0.259128, 'so2_normalized': 5.065407, 'soot_normalized': 0.023118546}\n",
            "Raw:  {'pm10': 75.76, 'no2': 26.32, 'so2': 29.69, 'soot': 14.44}\n",
            "Transformed: {'no2_normalized': -6.357979, 'pm10_normalized': 0.25613764, 'so2_normalized': 14.165407, 'soot_normalized': 0.08302999}\n",
            "Raw:  {'pm10': 132.62, 'no2': 35.3, 'so2': 38.61, 'soot': 23.39}\n",
            "Transformed: {'no2_normalized': 2.6220207, 'pm10_normalized': 0.4660538, 'so2_normalized': 23.085407, 'soot_normalized': 0.1710772}\n",
            "Raw:  {'pm10': 46.15, 'no2': 23.19, 'so2': 35.39, 'soot': 14.67}\n",
            "Transformed: {'no2_normalized': -9.487978, 'pm10_normalized': 0.1468232, 'so2_normalized': 19.865406, 'soot_normalized': 0.08529267}\n",
            "Raw:  {'pm10': 95.08, 'no2': 32.95, 'so2': 36.76, 'soot': 24.94}\n",
            "Transformed: {'no2_normalized': 0.27202225, 'pm10_normalized': 0.3274634, 'so2_normalized': 21.235405, 'soot_normalized': 0.18632562}\n",
            "Raw:  {'pm10': 118.8, 'no2': 52.49, 'so2': 42.86, 'soot': 53.17}\n",
            "Transformed: {'no2_normalized': 19.812023, 'pm10_normalized': 0.41503307, 'so2_normalized': 27.335407, 'soot_normalized': 0.46404323}\n",
            "Raw:  {'pm10': 76.28, 'no2': 45.56, 'so2': 38.05, 'soot': 39.33}\n",
            "Transformed: {'no2_normalized': 12.882023, 'pm10_normalized': 0.2580574, 'so2_normalized': 22.525406, 'soot_normalized': 0.32788983}\n",
            "Raw:  {'pm10': 122.33, 'no2': 56.33, 'so2': 33.85, 'soot': 35.61}\n",
            "Transformed: {'no2_normalized': 23.652023, 'pm10_normalized': 0.42806515, 'so2_normalized': 18.325405, 'soot_normalized': 0.29129365}\n",
            "Raw:  {'pm10': 75.21, 'no2': 25.65, 'so2': 24.62, 'soot': 16.5}\n",
            "Transformed: {'no2_normalized': -7.027979, 'pm10_normalized': 0.25410715, 'so2_normalized': 9.0954075, 'soot_normalized': 0.10329562}\n",
            "Raw:  {'pm10': 55.79, 'no2': 29.36, 'so2': 20.69, 'soot': 15.78}\n",
            "Transformed: {'no2_normalized': -3.317978, 'pm10_normalized': 0.18241222, 'so2_normalized': 5.165407, 'soot_normalized': 0.096212484}\n",
            "Raw:  {'pm10': 96.56, 'no2': 44.58, 'so2': 28.25, 'soot': 29.28}\n",
            "Transformed: {'no2_normalized': 11.902023, 'pm10_normalized': 0.33292723, 'so2_normalized': 12.725407, 'soot_normalized': 0.22902115}\n",
            "Raw:  {'pm10': 94.83, 'no2': 55.06, 'so2': 31.84, 'soot': 35.58}\n",
            "Transformed: {'no2_normalized': 22.382023, 'pm10_normalized': 0.3265404, 'so2_normalized': 16.315407, 'soot_normalized': 0.29099852}\n",
            "Raw:  {'pm10': 68.63, 'no2': 39.95, 'so2': 25.15, 'soot': 26.95}\n",
            "Transformed: {'no2_normalized': 7.2720222, 'pm10_normalized': 0.22981502, 'so2_normalized': 9.625406, 'soot_normalized': 0.20609936}\n",
            "Raw:  {'pm10': 55.03, 'no2': 40.22, 'so2': 21.68, 'soot': 25.0}\n",
            "Transformed: {'no2_normalized': 7.5420227, 'pm10_normalized': 0.17960644, 'so2_normalized': 6.155407, 'soot_normalized': 0.18691587}\n",
            "Raw:  {'pm10': 118.71, 'no2': 55.34, 'so2': 31.78, 'soot': 48.17}\n",
            "Transformed: {'no2_normalized': 22.662022, 'pm10_normalized': 0.41470078, 'so2_normalized': 16.255407, 'soot_normalized': 0.41485485}\n",
            "Raw:  {'pm10': 104.07, 'no2': 37.47, 'so2': 20.72, 'soot': 27.61}\n",
            "Transformed: {'no2_normalized': 4.7920227, 'pm10_normalized': 0.36065271, 'so2_normalized': 5.195406, 'soot_normalized': 0.21259221}\n",
            "Raw:  {'pm10': 48.28, 'no2': 27.45, 'so2': 21.58, 'soot': 11.83}\n",
            "Transformed: {'no2_normalized': -5.2279778, 'pm10_normalized': 0.15468673, 'so2_normalized': 6.0554066, 'soot_normalized': 0.05735366}\n",
            "Raw:  {'pm10': 32.1, 'no2': 27.35, 'so2': 12.18, 'soot': 11.11}\n",
            "Transformed: {'no2_normalized': -5.327978, 'pm10_normalized': 0.09495329, 'so2_normalized': -3.344593, 'soot_normalized': 0.05027053}\n",
            "Raw:  {'pm10': 24.72, 'no2': 26.51, 'so2': 13.21, 'soot': 11.78}\n",
            "Transformed: {'no2_normalized': -6.1679783, 'pm10_normalized': 0.067707755, 'so2_normalized': -2.3145933, 'soot_normalized': 0.056861773}\n",
            "Raw:  {'pm10': 17.65, 'no2': 20.14, 'so2': 12.2, 'soot': 8.63}\n",
            "Transformed: {'no2_normalized': -12.537979, 'pm10_normalized': 0.041606672, 'so2_normalized': -3.3245935, 'soot_normalized': 0.025873093}\n",
            "Raw:  {'pm10': 36.05, 'no2': 22.11, 'so2': 15.01, 'soot': 12.94}\n",
            "Transformed: {'no2_normalized': -10.567978, 'pm10_normalized': 0.10953593, 'so2_normalized': -0.5145931, 'soot_normalized': 0.06827348}\n",
            "Raw:  {'pm10': 53.6, 'no2': 31.28, 'so2': 18.57, 'soot': 20.26}\n",
            "Transformed: {'no2_normalized': -1.3979778, 'pm10_normalized': 0.17432715, 'so2_normalized': 3.0454063, 'soot_normalized': 0.14028528}\n",
            "Raw:  {'pm10': 70.95, 'no2': 34.94, 'so2': 27.77, 'soot': 20.37}\n",
            "Transformed: {'no2_normalized': 2.26202, 'pm10_normalized': 0.23838003, 'so2_normalized': 12.245407, 'soot_normalized': 0.14136744}\n",
            "Raw:  {'pm10': 114.82, 'no2': 52.75, 'so2': 40.15, 'soot': 33.53}\n",
            "Transformed: {'no2_normalized': 20.072021, 'pm10_normalized': 0.40033966, 'so2_normalized': 24.625408, 'soot_normalized': 0.27083126}\n",
            "Raw:  {'pm10': 111.46, 'no2': 48.64, 'so2': 35.71, 'soot': 24.79}\n",
            "Transformed: {'no2_normalized': 15.962021, 'pm10_normalized': 0.38793516, 'so2_normalized': 20.185406, 'soot_normalized': 0.18484998}\n",
            "Raw:  {'pm10': 69.37, 'no2': 31.26, 'so2': 35.61, 'soot': 14.42}\n",
            "Transformed: {'no2_normalized': -1.4179783, 'pm10_normalized': 0.23254699, 'so2_normalized': 20.085407, 'soot_normalized': 0.082833245}\n",
            "Raw:  {'pm10': 57.77, 'no2': 24.16, 'so2': 26.85, 'soot': 11.37}\n",
            "Transformed: {'no2_normalized': -8.517979, 'pm10_normalized': 0.189722, 'so2_normalized': 11.325407, 'soot_normalized': 0.052828327}\n",
            "Raw:  {'pm10': 99.83, 'no2': 30.28, 'so2': 30.51, 'soot': 20.21}\n",
            "Transformed: {'no2_normalized': -2.3979778, 'pm10_normalized': 0.34499946, 'so2_normalized': 14.985407, 'soot_normalized': 0.1397934}\n",
            "Raw:  {'pm10': 82.53, 'no2': 36.37, 'so2': 33.09, 'soot': 14.0}\n",
            "Transformed: {'no2_normalized': 3.6920204, 'pm10_normalized': 0.28113118, 'so2_normalized': 17.565407, 'soot_normalized': 0.07870142}\n",
            "Raw:  {'pm10': 118.65, 'no2': 43.28, 'so2': 71.34, 'soot': 22.89}\n",
            "Transformed: {'no2_normalized': 10.60202, 'pm10_normalized': 0.4144793, 'so2_normalized': 55.815403, 'soot_normalized': 0.16615836}\n",
            "Raw:  {'pm10': 103.42, 'no2': 43.27, 'so2': 123.13, 'soot': 17.63}\n",
            "Transformed: {'no2_normalized': 10.592022, 'pm10_normalized': 0.35825303, 'so2_normalized': 107.60541, 'soot_normalized': 0.11441218}\n",
            "Raw:  {'pm10': 95.68, 'no2': 41.73, 'so2': 32.25, 'soot': 27.47}\n",
            "Transformed: {'no2_normalized': 9.052021, 'pm10_normalized': 0.32967845, 'so2_normalized': 16.725407, 'soot_normalized': 0.21121493}\n",
            "Raw:  {'pm10': 109.77, 'no2': 45.35, 'so2': 33.52, 'soot': 26.47}\n",
            "Transformed: {'no2_normalized': 12.67202, 'pm10_normalized': 0.38169602, 'so2_normalized': 17.995407, 'soot_normalized': 0.20137726}\n",
            "Raw:  {'pm10': 166.48, 'no2': 81.91, 'so2': 49.33, 'soot': 77.11}\n",
            "Transformed: {'no2_normalized': 49.232025, 'pm10_normalized': 0.59105843, 'so2_normalized': 33.80541, 'soot_normalized': 0.69955724}\n",
            "Raw:  {'pm10': 146.6, 'no2': 87.84, 'so2': 50.39, 'soot': 86.47}\n",
            "Transformed: {'no2_normalized': 55.162018, 'pm10_normalized': 0.5176653, 'so2_normalized': 34.865406, 'soot_normalized': 0.79163796}\n",
            "Raw:  {'pm10': 197.3, 'no2': 138.01, 'so2': 65.77, 'soot': 91.56}\n",
            "Transformed: {'no2_normalized': 105.332016, 'pm10_normalized': 0.70483994, 'so2_normalized': 50.245403, 'soot_normalized': 0.8417117}\n",
            "Raw:  {'pm10': 159.12, 'no2': 105.98, 'so2': 59.53, 'soot': 87.56}\n",
            "Transformed: {'no2_normalized': 73.302025, 'pm10_normalized': 0.5638867, 'so2_normalized': 44.005405, 'soot_normalized': 0.80236095}\n",
            "Raw:  {'pm10': 63.6, 'no2': 69.4, 'so2': 31.81, 'soot': 60.67}\n",
            "Transformed: {'no2_normalized': 36.722023, 'pm10_normalized': 0.21124524, 'so2_normalized': 16.285406, 'soot_normalized': 0.5378258}\n",
            "Raw:  {'pm10': 104.32, 'no2': 53.74, 'so2': 38.57, 'soot': 52.0}\n",
            "Transformed: {'no2_normalized': 21.062023, 'pm10_normalized': 0.36157566, 'so2_normalized': 23.045406, 'soot_normalized': 0.4525332}\n",
            "Raw:  {'pm10': 123.58, 'no2': 73.83, 'so2': 55.66, 'soot': 53.28}\n",
            "Transformed: {'no2_normalized': 41.152023, 'pm10_normalized': 0.4326799, 'so2_normalized': 40.135406, 'soot_normalized': 0.46512538}\n",
            "Raw:  {'pm10': 59.4, 'no2': 41.02, 'so2': 27.48, 'soot': 40.44}\n",
            "Transformed: {'no2_normalized': 8.342022, 'pm10_normalized': 0.19573966, 'so2_normalized': 11.955406, 'soot_normalized': 0.3388096}\n",
            "Raw:  {'pm10': 67.16, 'no2': 37.43, 'so2': 33.12, 'soot': 32.67}\n",
            "Transformed: {'no2_normalized': 4.752022, 'pm10_normalized': 0.2243881, 'so2_normalized': 17.595406, 'soot_normalized': 0.26237085}\n",
            "Raw:  {'pm10': 57.95, 'no2': 36.77, 'so2': 25.03, 'soot': 19.63}\n",
            "Transformed: {'no2_normalized': 4.092022, 'pm10_normalized': 0.19038653, 'so2_normalized': 9.505407, 'soot_normalized': 0.13408753}\n",
            "Raw:  {'pm10': 48.08, 'no2': 30.05, 'so2': 21.31, 'soot': 19.79}\n",
            "Transformed: {'no2_normalized': -2.6279793, 'pm10_normalized': 0.1539484, 'so2_normalized': 5.785406, 'soot_normalized': 0.13566159}\n",
            "Raw:  {'pm10': 36.35, 'no2': 23.9, 'so2': 22.56, 'soot': 13.68}\n",
            "Transformed: {'no2_normalized': -8.777979, 'pm10_normalized': 0.11064347, 'so2_normalized': 7.035406, 'soot_normalized': 0.075553365}\n",
            "Raw:  {'pm10': 36.36, 'no2': 24.28, 'so2': 19.54, 'soot': 13.95}\n",
            "Transformed: {'no2_normalized': -8.397978, 'pm10_normalized': 0.1106804, 'so2_normalized': 4.0154076, 'soot_normalized': 0.078209534}\n",
            "Raw:  {'pm10': 41.38, 'no2': 26.18, 'so2': 24.83, 'soot': 14.89}\n",
            "Transformed: {'no2_normalized': -6.497978, 'pm10_normalized': 0.12921327, 'so2_normalized': 9.305407, 'soot_normalized': 0.08745696}\n",
            "Raw:  {'pm10': 39.98, 'no2': 29.62, 'so2': 19.61, 'soot': 18.47}\n",
            "Transformed: {'no2_normalized': -3.0579777, 'pm10_normalized': 0.12404474, 'so2_normalized': 4.0854073, 'soot_normalized': 0.122675836}\n",
            "Raw:  {'pm10': 75.4, 'no2': 21.63, 'so2': 15.77, 'soot': 20.95}\n",
            "Transformed: {'no2_normalized': -11.047979, 'pm10_normalized': 0.2548086, 'so2_normalized': 0.2454071, 'soot_normalized': 0.14707328}\n",
            "Raw:  {'pm10': 43.03, 'no2': 22.38, 'so2': 29.45, 'soot': 13.68}\n",
            "Transformed: {'no2_normalized': -10.297979, 'pm10_normalized': 0.13530475, 'so2_normalized': 13.925407, 'soot_normalized': 0.075553365}\n",
            "Raw:  {'pm10': 56.63, 'no2': 24.01, 'so2': 23.01, 'soot': 20.32}\n",
            "Transformed: {'no2_normalized': -8.667978, 'pm10_normalized': 0.18551335, 'so2_normalized': 7.485407, 'soot_normalized': 0.14087555}\n",
            "Raw:  {'pm10': 76.0, 'no2': 27.6, 'so2': 16.81, 'soot': 22.74}\n",
            "Transformed: {'no2_normalized': -5.077978, 'pm10_normalized': 0.25702366, 'so2_normalized': 1.2854061, 'soot_normalized': 0.16468272}\n",
            "Raw:  {'pm10': 82.25, 'no2': 25.52, 'so2': 19.34, 'soot': 25.68}\n",
            "Transformed: {'no2_normalized': -7.157978, 'pm10_normalized': 0.28009748, 'so2_normalized': 3.8154068, 'soot_normalized': 0.1936055}\n",
            "Raw:  {'pm10': 70.07, 'no2': 30.93, 'so2': 21.73, 'soot': 25.16}\n",
            "Transformed: {'no2_normalized': -1.7479782, 'pm10_normalized': 0.23513123, 'so2_normalized': 6.205406, 'soot_normalized': 0.1884899}\n",
            "Raw:  {'pm10': 88.67, 'no2': 28.64, 'so2': 31.56, 'soot': 29.53}\n",
            "Transformed: {'no2_normalized': -4.037979, 'pm10_normalized': 0.30379888, 'so2_normalized': 16.035406, 'soot_normalized': 0.23148057}\n",
            "Raw:  {'pm10': 58.17, 'no2': 27.33, 'so2': 30.46, 'soot': 18.0}\n",
            "Transformed: {'no2_normalized': -5.3479786, 'pm10_normalized': 0.19119872, 'so2_normalized': 14.935406, 'soot_normalized': 0.11805213}\n",
            "Raw:  {'pm10': 45.77, 'no2': 29.53, 'so2': 27.86, 'soot': 18.74}\n",
            "Transformed: {'no2_normalized': -3.1479778, 'pm10_normalized': 0.14542031, 'so2_normalized': 12.335407, 'soot_normalized': 0.12533201}\n",
            "Raw:  {'pm10': 59.4, 'no2': 28.41, 'so2': 30.63, 'soot': 19.79}\n",
            "Transformed: {'no2_normalized': -4.2679787, 'pm10_normalized': 0.19573966, 'so2_normalized': 15.105406, 'soot_normalized': 0.13566159}\n",
            "Raw:  {'pm10': 45.64, 'no2': 20.46, 'so2': 27.36, 'soot': 15.26}\n",
            "Transformed: {'no2_normalized': -12.217979, 'pm10_normalized': 0.14494038, 'so2_normalized': 11.835407, 'soot_normalized': 0.0910969}\n",
            "Raw:  {'pm10': 42.42, 'no2': 23.64, 'so2': 32.01, 'soot': 19.26}\n",
            "Transformed: {'no2_normalized': -9.037979, 'pm10_normalized': 0.13305275, 'so2_normalized': 16.485405, 'soot_normalized': 0.13044761}\n",
            "Raw:  {'pm10': 76.26, 'no2': 39.57, 'so2': 43.12, 'soot': 21.74}\n",
            "Transformed: {'no2_normalized': 6.892021, 'pm10_normalized': 0.25798357, 'so2_normalized': 27.595406, 'soot_normalized': 0.15484504}\n",
            "Raw:  {'pm10': 75.78, 'no2': 32.76, 'so2': 32.5, 'soot': 21.28}\n",
            "Transformed: {'no2_normalized': 0.082019806, 'pm10_normalized': 0.25621146, 'so2_normalized': 16.975407, 'soot_normalized': 0.15031973}\n",
            "Raw:  {'pm10': 63.44, 'no2': 24.94, 'so2': 24.45, 'soot': 18.06}\n",
            "Transformed: {'no2_normalized': -7.737978, 'pm10_normalized': 0.21065454, 'so2_normalized': 8.925407, 'soot_normalized': 0.11864239}\n",
            "Raw:  {'pm10': 24.84, 'no2': 22.71, 'so2': 21.21, 'soot': 13.44}\n",
            "Transformed: {'no2_normalized': -9.967979, 'pm10_normalized': 0.068150766, 'so2_normalized': 5.6854057, 'soot_normalized': 0.07319232}\n",
            "Raw:  {'pm10': 53.82, 'no2': 31.7, 'so2': 20.62, 'soot': 18.78}\n",
            "Transformed: {'no2_normalized': -0.97797775, 'pm10_normalized': 0.17513935, 'so2_normalized': 5.0954075, 'soot_normalized': 0.12572552}\n",
            "Raw:  {'pm10': 86.26, 'no2': 49.9, 'so2': 41.68, 'soot': 31.06}\n",
            "Transformed: {'no2_normalized': 17.222023, 'pm10_normalized': 0.29490164, 'so2_normalized': 26.155407, 'soot_normalized': 0.2465322}\n",
            "Raw:  {'pm10': 108.88, 'no2': 62.31, 'so2': 65.91, 'soot': 40.79}\n",
            "Transformed: {'no2_normalized': 29.632023, 'pm10_normalized': 0.3784103, 'so2_normalized': 50.38541, 'soot_normalized': 0.34225282}\n",
            "Raw:  {'pm10': 113.06, 'no2': 66.02, 'so2': 44.52, 'soot': 37.16}\n",
            "Transformed: {'no2_normalized': 33.34202, 'pm10_normalized': 0.39384207, 'so2_normalized': 28.995407, 'soot_normalized': 0.30654204}\n",
            "Raw:  {'pm10': 90.28, 'no2': 53.31, 'so2': 37.8, 'soot': 28.79}\n",
            "Transformed: {'no2_normalized': 20.632023, 'pm10_normalized': 0.3097427, 'so2_normalized': 22.275406, 'soot_normalized': 0.22420068}\n",
            "Raw:  {'pm10': 26.95, 'no2': 36.71, 'so2': 24.98, 'soot': 22.16}\n",
            "Transformed: {'no2_normalized': 4.0320206, 'pm10_normalized': 0.07594049, 'so2_normalized': 9.455406, 'soot_normalized': 0.15897687}\n",
            "Raw:  {'pm10': 34.7, 'no2': 40.03, 'so2': 25.14, 'soot': 18.61}\n",
            "Transformed: {'no2_normalized': 7.3520203, 'pm10_normalized': 0.104552, 'so2_normalized': 9.615406, 'soot_normalized': 0.12405312}\n",
            "Raw:  {'pm10': 70.16, 'no2': 44.73, 'so2': 20.54, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': 12.052021, 'pm10_normalized': 0.23546351, 'so2_normalized': 5.0154076, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 41.0, 'no2': 36.1, 'so2': 18.64, 'soot': 16.11}\n",
            "Transformed: {'no2_normalized': 3.42202, 'pm10_normalized': 0.12781039, 'so2_normalized': 3.115406, 'soot_normalized': 0.099458925}\n",
            "Raw:  {'pm10': 28.2, 'no2': 26.08, 'so2': 18.98, 'soot': 12.06}\n",
            "Transformed: {'no2_normalized': -6.5979786, 'pm10_normalized': 0.080555245, 'so2_normalized': 3.4554062, 'soot_normalized': 0.05961633}\n",
            "Raw:  {'pm10': 33.52, 'no2': 29.28, 'so2': 18.69, 'soot': 10.29}\n",
            "Transformed: {'no2_normalized': -3.3979778, 'pm10_normalized': 0.10019566, 'so2_normalized': 3.1654072, 'soot_normalized': 0.04220364}\n",
            "Raw:  {'pm10': 11.54, 'no2': 23.51, 'so2': 7.87, 'soot': 7.06}\n",
            "Transformed: {'no2_normalized': -9.167978, 'pm10_normalized': 0.019049728, 'so2_normalized': -7.6545935, 'soot_normalized': 0.010427938}\n",
            "Raw:  {'pm10': 15.16, 'no2': 20.48, 'so2': 7.28, 'soot': 6.76}\n",
            "Transformed: {'no2_normalized': -12.197979, 'pm10_normalized': 0.03241407, 'so2_normalized': -8.244593, 'soot_normalized': 0.007476637}\n",
            "Raw:  {'pm10': 45.98, 'no2': 30.34, 'so2': 16.27, 'soot': 10.17}\n",
            "Transformed: {'no2_normalized': -2.3379784, 'pm10_normalized': 0.14619559, 'so2_normalized': 0.7454071, 'soot_normalized': 0.041023117}\n",
            "Raw:  {'pm10': 44.88, 'no2': 32.49, 'so2': 14.08, 'soot': 21.16}\n",
            "Transformed: {'no2_normalized': -0.18797684, 'pm10_normalized': 0.1421346, 'so2_normalized': -1.4445934, 'soot_normalized': 0.1491392}\n",
            "Raw:  {'pm10': 58.18, 'no2': 33.03, 'so2': 14.51, 'soot': 13.63}\n",
            "Transformed: {'no2_normalized': 0.35202026, 'pm10_normalized': 0.19123565, 'so2_normalized': -1.0145931, 'soot_normalized': 0.075061485}\n",
            "Raw:  {'pm10': 51.86, 'no2': 35.79, 'so2': 12.56, 'soot': 14.58}\n",
            "Transformed: {'no2_normalized': 3.1120224, 'pm10_normalized': 0.16790342, 'so2_normalized': -2.964593, 'soot_normalized': 0.08440728}\n",
            "Raw:  {'pm10': 50.5, 'no2': 45.99, 'so2': 25.65, 'soot': 21.21}\n",
            "Transformed: {'no2_normalized': 13.312023, 'pm10_normalized': 0.16288255, 'so2_normalized': 10.125406, 'soot_normalized': 0.14963107}\n",
            "Raw:  {'pm10': 42.36, 'no2': 40.49, 'so2': 16.13, 'soot': 18.47}\n",
            "Transformed: {'no2_normalized': 7.812023, 'pm10_normalized': 0.13283125, 'so2_normalized': 0.6054058, 'soot_normalized': 0.122675836}\n",
            "Raw:  {'pm10': 41.58, 'no2': 29.74, 'so2': 11.63, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': -2.9379787, 'pm10_normalized': 0.12995164, 'so2_normalized': -3.8945932, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 45.98, 'no2': 38.29, 'so2': 14.3, 'soot': 13.84}\n",
            "Transformed: {'no2_normalized': 5.6120224, 'pm10_normalized': 0.14619559, 'so2_normalized': -1.2245932, 'soot_normalized': 0.0771274}\n",
            "Raw:  {'pm10': 27.9, 'no2': 38.33, 'so2': 12.79, 'soot': 18.63}\n",
            "Transformed: {'no2_normalized': 5.6520233, 'pm10_normalized': 0.07944771, 'so2_normalized': -2.7345934, 'soot_normalized': 0.12424986}\n",
            "Raw:  {'pm10': 38.7, 'no2': 47.83, 'so2': 13.33, 'soot': 17.33}\n",
            "Transformed: {'no2_normalized': 15.152023, 'pm10_normalized': 0.11931923, 'so2_normalized': -2.1945934, 'soot_normalized': 0.11146089}\n",
            "Raw:  {'pm10': 35.15, 'no2': 40.71, 'so2': 21.92, 'soot': 20.79}\n",
            "Transformed: {'no2_normalized': 8.032021, 'pm10_normalized': 0.10621332, 'so2_normalized': 6.3954067, 'soot_normalized': 0.14549926}\n",
            "Raw:  {'pm10': 48.26, 'no2': 43.4, 'so2': 14.05, 'soot': 18.42}\n",
            "Transformed: {'no2_normalized': 10.722023, 'pm10_normalized': 0.1546129, 'so2_normalized': -1.4745932, 'soot_normalized': 0.122183956}\n",
            "Raw:  {'pm10': 46.12, 'no2': 39.46, 'so2': 10.76, 'soot': 17.53}\n",
            "Transformed: {'no2_normalized': 6.7820206, 'pm10_normalized': 0.14671244, 'so2_normalized': -4.764593, 'soot_normalized': 0.11342843}\n",
            "Raw:  {'pm10': 56.38, 'no2': 41.64, 'so2': 12.02, 'soot': 22.16}\n",
            "Transformed: {'no2_normalized': 8.962021, 'pm10_normalized': 0.1845904, 'so2_normalized': -3.504593, 'soot_normalized': 0.15897687}\n",
            "Raw:  {'pm10': 65.74, 'no2': 53.81, 'so2': 23.58, 'soot': 26.11}\n",
            "Transformed: {'no2_normalized': 21.132023, 'pm10_normalized': 0.2191457, 'so2_normalized': 8.055407, 'soot_normalized': 0.1978357}\n",
            "Raw:  {'pm10': 33.32, 'no2': 31.27, 'so2': 10.37, 'soot': 14.53}\n",
            "Transformed: {'no2_normalized': -1.407978, 'pm10_normalized': 0.0994573, 'so2_normalized': -5.1545935, 'soot_normalized': 0.08391539}\n",
            "Raw:  {'pm10': 40.34, 'no2': 33.98, 'so2': 11.96, 'soot': 20.89}\n",
            "Transformed: {'no2_normalized': 1.302021, 'pm10_normalized': 0.1253738, 'so2_normalized': -3.5645933, 'soot_normalized': 0.14648302}\n",
            "Raw:  {'pm10': 37.38, 'no2': 37.11, 'so2': 10.83, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': 4.432022, 'pm10_normalized': 0.114446044, 'so2_normalized': -4.6945934, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 44.7, 'no2': 24.44, 'so2': 9.57, 'soot': 15.42}\n",
            "Transformed: {'no2_normalized': -8.237978, 'pm10_normalized': 0.14147007, 'so2_normalized': -5.9545937, 'soot_normalized': 0.092670925}\n",
            "Raw:  {'pm10': 47.64, 'no2': 18.78, 'so2': 9.09, 'soot': 12.42}\n",
            "Transformed: {'no2_normalized': -13.897978, 'pm10_normalized': 0.15232399, 'so2_normalized': -6.434593, 'soot_normalized': 0.06315789}\n",
            "Raw:  {'pm10': 30.3, 'no2': 20.0, 'so2': 9.3, 'soot': 10.89}\n",
            "Transformed: {'no2_normalized': -12.6779785, 'pm10_normalized': 0.08830804, 'so2_normalized': -6.224593, 'soot_normalized': 0.048106246}\n",
            "Raw:  {'pm10': 30.5, 'no2': 30.37, 'so2': 9.11, 'soot': 13.63}\n",
            "Transformed: {'no2_normalized': -2.3079777, 'pm10_normalized': 0.089046404, 'so2_normalized': -6.4145937, 'soot_normalized': 0.075061485}\n",
            "Raw:  {'pm10': 31.88, 'no2': 35.83, 'so2': 10.7, 'soot': 14.63}\n",
            "Transformed: {'no2_normalized': 3.1520233, 'pm10_normalized': 0.0941411, 'so2_normalized': -4.8245935, 'soot_normalized': 0.08489916}\n",
            "Raw:  {'pm10': 14.68, 'no2': 26.64, 'so2': 9.42, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -6.037979, 'pm10_normalized': 0.030642007, 'so2_normalized': -6.1045933, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 11.4, 'no2': 23.04, 'so2': 8.64, 'soot': 9.95}\n",
            "Transformed: {'no2_normalized': -9.637978, 'pm10_normalized': 0.018532874, 'so2_normalized': -6.884593, 'soot_normalized': 0.038858823}\n",
            "Raw:  {'pm10': 24.94, 'no2': 28.44, 'so2': 9.85, 'soot': 14.21}\n",
            "Transformed: {'no2_normalized': -4.237978, 'pm10_normalized': 0.06851996, 'so2_normalized': -5.674593, 'soot_normalized': 0.08076733}\n",
            "Raw:  {'pm10': 38.58, 'no2': 28.77, 'so2': 11.52, 'soot': 13.95}\n",
            "Transformed: {'no2_normalized': -3.907978, 'pm10_normalized': 0.11887622, 'so2_normalized': -4.004593, 'soot_normalized': 0.078209534}\n",
            "Raw:  {'pm10': 42.58, 'no2': 26.54, 'so2': 12.14, 'soot': 15.53}\n",
            "Transformed: {'no2_normalized': -6.1379776, 'pm10_normalized': 0.13364345, 'so2_normalized': -3.384593, 'soot_normalized': 0.09375306}\n",
            "Raw:  {'pm10': 46.72, 'no2': 40.73, 'so2': 14.24, 'soot': 13.37}\n",
            "Transformed: {'no2_normalized': 8.052021, 'pm10_normalized': 0.14892752, 'so2_normalized': -1.2845936, 'soot_normalized': 0.072503686}\n",
            "Raw:  {'pm10': 48.8, 'no2': 40.83, 'so2': 11.46, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': 8.152023, 'pm10_normalized': 0.15660648, 'so2_normalized': -4.0645933, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 51.8, 'no2': 51.53, 'so2': 12.87, 'soot': 18.37}\n",
            "Transformed: {'no2_normalized': 18.85202, 'pm10_normalized': 0.1676819, 'so2_normalized': -2.6545935, 'soot_normalized': 0.121692084}\n",
            "Raw:  {'pm10': 37.03, 'no2': 40.34, 'so2': 12.46, 'soot': 22.37}\n",
            "Transformed: {'no2_normalized': 7.6620216, 'pm10_normalized': 0.113153905, 'so2_normalized': -3.0645933, 'soot_normalized': 0.1610428}\n",
            "Raw:  {'pm10': 36.83, 'no2': 25.41, 'so2': 11.23, 'soot': 11.74}\n",
            "Transformed: {'no2_normalized': -7.2679787, 'pm10_normalized': 0.11241555, 'so2_normalized': -4.294594, 'soot_normalized': 0.056468267}\n",
            "Raw:  {'pm10': 25.75, 'no2': 21.59, 'so2': 11.19, 'soot': 9.89}\n",
            "Transformed: {'no2_normalized': -11.087978, 'pm10_normalized': 0.071510315, 'so2_normalized': -4.334594, 'soot_normalized': 0.03826857}\n",
            "Raw:  {'pm10': 19.6, 'no2': 17.79, 'so2': 10.34, 'soot': 9.42}\n",
            "Transformed: {'no2_normalized': -14.887978, 'pm10_normalized': 0.048805702, 'so2_normalized': -5.184593, 'soot_normalized': 0.03364486}\n",
            "Raw:  {'pm10': 20.08, 'no2': 19.32, 'so2': 8.71, 'soot': 9.37}\n",
            "Transformed: {'no2_normalized': -13.357979, 'pm10_normalized': 0.050577767, 'so2_normalized': -6.8145933, 'soot_normalized': 0.03315297}\n",
            "Raw:  {'pm10': 18.15, 'no2': 22.35, 'so2': 7.93, 'soot': 9.63}\n",
            "Transformed: {'no2_normalized': -10.327978, 'pm10_normalized': 0.043452576, 'so2_normalized': -7.5945935, 'soot_normalized': 0.03571077}\n",
            "Raw:  {'pm10': 18.3, 'no2': 25.81, 'so2': 8.81, 'soot': 13.26}\n",
            "Transformed: {'no2_normalized': -6.867979, 'pm10_normalized': 0.044006348, 'so2_normalized': -6.714593, 'soot_normalized': 0.07142154}\n",
            "Raw:  {'pm10': 26.68, 'no2': 25.82, 'so2': 13.97, 'soot': 13.94}\n",
            "Transformed: {'no2_normalized': -6.857979, 'pm10_normalized': 0.0749437, 'so2_normalized': -1.5545931, 'soot_normalized': 0.07811116}\n",
            "Raw:  {'pm10': 28.24, 'no2': 27.34, 'so2': 12.21, 'soot': 15.94}\n",
            "Transformed: {'no2_normalized': -5.3379784, 'pm10_normalized': 0.08070292, 'so2_normalized': -3.3145933, 'soot_normalized': 0.097786516}\n",
            "Raw:  {'pm10': 13.64, 'no2': 29.08, 'so2': 9.78, 'soot': 14.17}\n",
            "Transformed: {'no2_normalized': -3.5979786, 'pm10_normalized': 0.026802527, 'so2_normalized': -5.7445936, 'soot_normalized': 0.08037383}\n",
            "Raw:  {'pm10': 26.73, 'no2': 25.89, 'so2': 10.98, 'soot': 13.0}\n",
            "Transformed: {'no2_normalized': -6.787979, 'pm10_normalized': 0.07512829, 'so2_normalized': -4.544594, 'soot_normalized': 0.06886374}\n",
            "Raw:  {'pm10': 22.36, 'no2': 25.44, 'so2': 9.58, 'soot': 12.33}\n",
            "Transformed: {'no2_normalized': -7.237978, 'pm10_normalized': 0.05899509, 'so2_normalized': -5.9445934, 'soot_normalized': 0.0622725}\n",
            "Raw:  {'pm10': 25.96, 'no2': 24.36, 'so2': 10.46, 'soot': 14.47}\n",
            "Transformed: {'no2_normalized': -8.317978, 'pm10_normalized': 0.07228559, 'so2_normalized': -5.0645933, 'soot_normalized': 0.08332513}\n",
            "Raw:  {'pm10': 24.61, 'no2': 28.81, 'so2': 8.68, 'soot': 12.75}\n",
            "Transformed: {'no2_normalized': -3.867979, 'pm10_normalized': 0.06730165, 'so2_normalized': -6.844593, 'soot_normalized': 0.06640433}\n",
            "Raw:  {'pm10': 28.44, 'no2': 32.23, 'so2': 8.98, 'soot': 14.56}\n",
            "Transformed: {'no2_normalized': -0.44797897, 'pm10_normalized': 0.08144128, 'so2_normalized': -6.544594, 'soot_normalized': 0.08421052}\n",
            "Raw:  {'pm10': 29.14, 'no2': 37.8, 'so2': 13.5, 'soot': 16.89}\n",
            "Transformed: {'no2_normalized': 5.1220207, 'pm10_normalized': 0.08402554, 'so2_normalized': -2.0245934, 'soot_normalized': 0.1071323}\n",
            "Raw:  {'pm10': 29.97, 'no2': 35.19, 'so2': 16.09, 'soot': 15.22}\n",
            "Transformed: {'no2_normalized': 2.51202, 'pm10_normalized': 0.08708975, 'so2_normalized': 0.5654068, 'soot_normalized': 0.09070339}\n",
            "Raw:  {'pm10': 21.28, 'no2': 25.78, 'so2': 10.41, 'soot': 16.94}\n",
            "Transformed: {'no2_normalized': -6.897978, 'pm10_normalized': 0.05500794, 'so2_normalized': -5.1145935, 'soot_normalized': 0.1076242}\n",
            "Raw:  {'pm10': 33.29, 'no2': 35.36, 'so2': 14.01, 'soot': 16.47}\n",
            "Transformed: {'no2_normalized': 2.682022, 'pm10_normalized': 0.09934655, 'so2_normalized': -1.5145931, 'soot_normalized': 0.10300048}\n",
            "Raw:  {'pm10': 38.49, 'no2': 43.14, 'so2': 11.56, 'soot': 16.35}\n",
            "Transformed: {'no2_normalized': 10.462021, 'pm10_normalized': 0.11854395, 'so2_normalized': -3.964593, 'soot_normalized': 0.10181997}\n",
            "Raw:  {'pm10': 30.42, 'no2': 44.94, 'so2': 10.06, 'soot': 14.88}\n",
            "Transformed: {'no2_normalized': 12.26202, 'pm10_normalized': 0.08875106, 'so2_normalized': -5.464593, 'soot_normalized': 0.08735858}\n",
            "Raw:  {'pm10': 35.79, 'no2': 49.35, 'so2': 12.79, 'soot': 16.53}\n",
            "Transformed: {'no2_normalized': 16.67202, 'pm10_normalized': 0.10857607, 'so2_normalized': -2.7345934, 'soot_normalized': 0.10359076}\n",
            "Raw:  {'pm10': 38.67, 'no2': 50.17, 'so2': 14.15, 'soot': 19.12}\n",
            "Transformed: {'no2_normalized': 17.49202, 'pm10_normalized': 0.11920846, 'so2_normalized': -1.3745937, 'soot_normalized': 0.12907034}\n",
            "Raw:  {'pm10': 37.11, 'no2': 41.45, 'so2': 14.47, 'soot': 16.82}\n",
            "Transformed: {'no2_normalized': 8.772022, 'pm10_normalized': 0.11344925, 'so2_normalized': -1.0545931, 'soot_normalized': 0.10644367}\n",
            "Raw:  {'pm10': 31.63, 'no2': 31.5, 'so2': 16.46, 'soot': 11.76}\n",
            "Transformed: {'no2_normalized': -1.1779785, 'pm10_normalized': 0.09321815, 'so2_normalized': 0.93540573, 'soot_normalized': 0.056665026}\n",
            "Raw:  {'pm10': 6.38, 'no2': 25.78, 'so2': 8.81, 'soot': 12.28}\n",
            "Transformed: {'no2_normalized': -6.897978, 'pm10_normalized': 0.0, 'so2_normalized': -6.714593, 'soot_normalized': 0.061780613}\n",
            "Raw:  {'pm10': 19.86, 'no2': 30.81, 'so2': 8.35, 'soot': 14.5}\n",
            "Transformed: {'no2_normalized': -1.867979, 'pm10_normalized': 0.049765572, 'so2_normalized': -7.174593, 'soot_normalized': 0.08362026}\n",
            "Raw:  {'pm10': 41.28, 'no2': 35.95, 'so2': 14.28, 'soot': 16.06}\n",
            "Transformed: {'no2_normalized': 3.2720222, 'pm10_normalized': 0.12884408, 'so2_normalized': -1.2445936, 'soot_normalized': 0.09896703}\n",
            "Raw:  {'pm10': 31.66, 'no2': 31.49, 'so2': 14.5, 'soot': 17.29}\n",
            "Transformed: {'no2_normalized': -1.1879787, 'pm10_normalized': 0.0933289, 'so2_normalized': -1.0245934, 'soot_normalized': 0.11106739}\n",
            "Raw:  {'pm10': 30.7, 'no2': 31.29, 'so2': 13.33, 'soot': 15.88}\n",
            "Transformed: {'no2_normalized': -1.3879776, 'pm10_normalized': 0.089784764, 'so2_normalized': -2.1945934, 'soot_normalized': 0.09719626}\n",
            "Raw:  {'pm10': 47.42, 'no2': 37.71, 'so2': 16.56, 'soot': 19.18}\n",
            "Transformed: {'no2_normalized': 5.0320206, 'pm10_normalized': 0.15151179, 'so2_normalized': 1.0354061, 'soot_normalized': 0.12966059}\n",
            "Raw:  {'pm10': 31.88, 'no2': 25.19, 'so2': 28.15, 'soot': 13.24}\n",
            "Transformed: {'no2_normalized': -7.487978, 'pm10_normalized': 0.0941411, 'so2_normalized': 12.625406, 'soot_normalized': 0.07122479}\n",
            "Raw:  {'pm10': 37.24, 'no2': 34.23, 'so2': 11.97, 'soot': 12.06}\n",
            "Transformed: {'no2_normalized': 1.552021, 'pm10_normalized': 0.11392919, 'so2_normalized': -3.554593, 'soot_normalized': 0.05961633}\n",
            "Raw:  {'pm10': 47.34, 'no2': 38.07, 'so2': 13.7, 'soot': 13.88}\n",
            "Transformed: {'no2_normalized': 5.392021, 'pm10_normalized': 0.15121645, 'so2_normalized': -1.8245935, 'soot_normalized': 0.0775209}\n",
            "Raw:  {'pm10': 32.76, 'no2': 33.31, 'so2': 10.61, 'soot': 15.88}\n",
            "Transformed: {'no2_normalized': 0.63202286, 'pm10_normalized': 0.097389884, 'so2_normalized': -4.9145937, 'soot_normalized': 0.09719626}\n",
            "Raw:  {'pm10': 34.18, 'no2': 31.0, 'so2': 11.7, 'soot': 16.31}\n",
            "Transformed: {'no2_normalized': -1.6779785, 'pm10_normalized': 0.102632254, 'so2_normalized': -3.8245935, 'soot_normalized': 0.10142645}\n",
            "Raw:  {'pm10': 24.96, 'no2': 23.61, 'so2': 11.05, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': -9.067978, 'pm10_normalized': 0.068593785, 'so2_normalized': -4.474593, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 29.78, 'no2': 21.85, 'so2': 16.58, 'soot': 14.13}\n",
            "Transformed: {'no2_normalized': -10.827978, 'pm10_normalized': 0.08638831, 'so2_normalized': 1.0554066, 'soot_normalized': 0.07998032}\n",
            "Raw:  {'pm10': 13.96, 'no2': 22.64, 'so2': 8.14, 'soot': 15.13}\n",
            "Transformed: {'no2_normalized': -10.037979, 'pm10_normalized': 0.027983904, 'so2_normalized': -7.384593, 'soot_normalized': 0.089818}\n",
            "Raw:  {'pm10': 28.96, 'no2': 31.96, 'so2': 11.04, 'soot': 16.29}\n",
            "Transformed: {'no2_normalized': -0.71797943, 'pm10_normalized': 0.083361015, 'so2_normalized': -4.4845934, 'soot_normalized': 0.10122971}\n",
            "Raw:  {'pm10': 33.96, 'no2': 27.18, 'so2': 13.31, 'soot': 17.18}\n",
            "Transformed: {'no2_normalized': -5.497978, 'pm10_normalized': 0.10182005, 'so2_normalized': -2.214593, 'soot_normalized': 0.10998524}\n",
            "Raw:  {'pm10': 30.43, 'no2': 28.39, 'so2': 11.54, 'soot': 16.87}\n",
            "Transformed: {'no2_normalized': -4.287979, 'pm10_normalized': 0.08878797, 'so2_normalized': -3.9845934, 'soot_normalized': 0.10693557}\n",
            "Raw:  {'pm10': 35.7, 'no2': 30.67, 'so2': 8.0, 'soot': 15.29}\n",
            "Transformed: {'no2_normalized': -2.0079784, 'pm10_normalized': 0.10824381, 'so2_normalized': -7.5245934, 'soot_normalized': 0.091392025}\n",
            "Raw:  {'pm10': 45.02, 'no2': 34.9, 'so2': 8.56, 'soot': 15.65}\n",
            "Transformed: {'no2_normalized': 2.222023, 'pm10_normalized': 0.14265145, 'so2_normalized': -6.964593, 'soot_normalized': 0.094933584}\n",
            "Raw:  {'pm10': 52.25, 'no2': 34.35, 'so2': 9.09, 'soot': 16.82}\n",
            "Transformed: {'no2_normalized': 1.67202, 'pm10_normalized': 0.16934322, 'so2_normalized': -6.434593, 'soot_normalized': 0.10644367}\n",
            "Raw:  {'pm10': 38.57, 'no2': 29.06, 'so2': 9.98, 'soot': 13.29}\n",
            "Transformed: {'no2_normalized': -3.617979, 'pm10_normalized': 0.118839286, 'so2_normalized': -5.544594, 'soot_normalized': 0.07171667}\n",
            "Raw:  {'pm10': 38.55, 'no2': 28.32, 'so2': 6.66, 'soot': 11.78}\n",
            "Transformed: {'no2_normalized': -4.357979, 'pm10_normalized': 0.11876545, 'so2_normalized': -8.8645935, 'soot_normalized': 0.056861773}\n",
            "Raw:  {'pm10': 35.22, 'no2': 21.15, 'so2': 6.74, 'soot': 11.72}\n",
            "Transformed: {'no2_normalized': -11.527979, 'pm10_normalized': 0.10647174, 'so2_normalized': -8.784594, 'soot_normalized': 0.05627152}\n",
            "Raw:  {'pm10': 35.08, 'no2': 22.86, 'so2': 6.01, 'soot': 11.72}\n",
            "Transformed: {'no2_normalized': -9.817978, 'pm10_normalized': 0.105954885, 'so2_normalized': -9.514593, 'soot_normalized': 0.05627152}\n",
            "Raw:  {'pm10': 14.13, 'no2': 24.45, 'so2': 6.69, 'soot': 13.83}\n",
            "Transformed: {'no2_normalized': -8.227978, 'pm10_normalized': 0.028611511, 'so2_normalized': -8.834593, 'soot_normalized': 0.07702901}\n",
            "Raw:  {'pm10': 26.9, 'no2': 23.79, 'so2': 6.19, 'soot': 10.06}\n",
            "Transformed: {'no2_normalized': -8.887978, 'pm10_normalized': 0.0757559, 'so2_normalized': -9.334593, 'soot_normalized': 0.039940976}\n",
            "Raw:  {'pm10': 26.42, 'no2': 23.18, 'so2': 5.86, 'soot': 11.76}\n",
            "Transformed: {'no2_normalized': -9.497978, 'pm10_normalized': 0.07398383, 'so2_normalized': -9.664593, 'soot_normalized': 0.056665026}\n",
            "Raw:  {'pm10': 25.55, 'no2': 22.66, 'so2': 6.27, 'soot': 9.94}\n",
            "Transformed: {'no2_normalized': -10.017979, 'pm10_normalized': 0.07077195, 'so2_normalized': -9.254593, 'soot_normalized': 0.038760446}\n",
            "Raw:  {'pm10': 24.72, 'no2': 29.09, 'so2': 5.37, 'soot': 9.88}\n",
            "Transformed: {'no2_normalized': -3.5879784, 'pm10_normalized': 0.067707755, 'so2_normalized': -10.154593, 'soot_normalized': 0.038170192}\n",
            "Raw:  {'pm10': 24.3, 'no2': 26.79, 'so2': 7.62, 'soot': 11.47}\n",
            "Transformed: {'no2_normalized': -5.8879776, 'pm10_normalized': 0.06615719, 'so2_normalized': -7.9045935, 'soot_normalized': 0.0538121}\n",
            "Raw:  {'pm10': 33.0, 'no2': 23.97, 'so2': 6.64, 'soot': 13.41}\n",
            "Transformed: {'no2_normalized': -8.707979, 'pm10_normalized': 0.09827592, 'so2_normalized': -8.884594, 'soot_normalized': 0.07289719}\n",
            "Raw:  {'pm10': 39.1, 'no2': 26.85, 'so2': 5.86, 'soot': 14.65}\n",
            "Transformed: {'no2_normalized': -5.827978, 'pm10_normalized': 0.12079594, 'so2_normalized': -9.664593, 'soot_normalized': 0.085095905}\n",
            "Raw:  {'pm10': 39.9, 'no2': 35.82, 'so2': 9.62, 'soot': 21.47}\n",
            "Transformed: {'no2_normalized': 3.1420212, 'pm10_normalized': 0.1237494, 'so2_normalized': -5.9045935, 'soot_normalized': 0.15218887}\n",
            "Raw:  {'pm10': 43.88, 'no2': 35.65, 'so2': 12.82, 'soot': 18.76}\n",
            "Transformed: {'no2_normalized': 2.972023, 'pm10_normalized': 0.1384428, 'so2_normalized': -2.7045937, 'soot_normalized': 0.12552877}\n",
            "Raw:  {'pm10': 19.8, 'no2': 19.72, 'so2': 8.46, 'soot': 12.41}\n",
            "Transformed: {'no2_normalized': -12.957979, 'pm10_normalized': 0.04954406, 'so2_normalized': -7.0645933, 'soot_normalized': 0.063059516}\n",
            "Raw:  {'pm10': 16.14, 'no2': 25.78, 'so2': 8.8, 'soot': 12.44}\n",
            "Transformed: {'no2_normalized': -6.897978, 'pm10_normalized': 0.036032043, 'so2_normalized': -6.724593, 'soot_normalized': 0.06335464}\n",
            "Raw:  {'pm10': 28.26, 'no2': 29.59, 'so2': 9.99, 'soot': 19.47}\n",
            "Transformed: {'no2_normalized': -3.0879784, 'pm10_normalized': 0.08077676, 'so2_normalized': -5.5345936, 'soot_normalized': 0.13251351}\n",
            "Raw:  {'pm10': 27.4, 'no2': 31.21, 'so2': 8.14, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': -1.4679794, 'pm10_normalized': 0.077601805, 'so2_normalized': -7.384593, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 29.5, 'no2': 30.46, 'so2': 11.25, 'soot': 15.2}\n",
            "Transformed: {'no2_normalized': -2.2179794, 'pm10_normalized': 0.0853546, 'so2_normalized': -4.2745934, 'soot_normalized': 0.090506636}\n",
            "Raw:  {'pm10': 23.46, 'no2': 24.69, 'so2': 9.61, 'soot': 12.33}\n",
            "Transformed: {'no2_normalized': -7.987978, 'pm10_normalized': 0.063056074, 'so2_normalized': -5.9145937, 'soot_normalized': 0.0622725}\n",
            "Raw:  {'pm10': 21.88, 'no2': 20.78, 'so2': 5.95, 'soot': 8.07}\n",
            "Transformed: {'no2_normalized': -11.897978, 'pm10_normalized': 0.05722302, 'so2_normalized': -9.574594, 'soot_normalized': 0.02036399}\n",
            "Raw:  {'pm10': 22.22, 'no2': 20.37, 'so2': 6.23, 'soot': 8.2}\n",
            "Transformed: {'no2_normalized': -12.307978, 'pm10_normalized': 0.058478232, 'so2_normalized': -9.294594, 'soot_normalized': 0.02164289}\n",
            "Raw:  {'pm10': 32.64, 'no2': 24.6, 'so2': 6.61, 'soot': 9.6}\n",
            "Transformed: {'no2_normalized': -8.077978, 'pm10_normalized': 0.096946865, 'so2_normalized': -8.914593, 'soot_normalized': 0.035415642}\n",
            "Raw:  {'pm10': 22.43, 'no2': 22.31, 'so2': 7.02, 'soot': 10.27}\n",
            "Transformed: {'no2_normalized': -10.367979, 'pm10_normalized': 0.059253514, 'so2_normalized': -8.504593, 'soot_normalized': 0.042006887}\n",
            "Raw:  {'pm10': 31.55, 'no2': 26.72, 'so2': 7.48, 'soot': 14.87}\n",
            "Transformed: {'no2_normalized': -5.957979, 'pm10_normalized': 0.0929228, 'so2_normalized': -8.044594, 'soot_normalized': 0.0872602}\n",
            "Raw:  {'pm10': 26.78, 'no2': 20.26, 'so2': 7.98, 'soot': 12.67}\n",
            "Transformed: {'no2_normalized': -12.417978, 'pm10_normalized': 0.07531288, 'so2_normalized': -7.5445933, 'soot_normalized': 0.06561731}\n",
            "Raw:  {'pm10': 20.76, 'no2': 22.14, 'so2': 6.29, 'soot': 15.4}\n",
            "Transformed: {'no2_normalized': -10.537979, 'pm10_normalized': 0.053088196, 'so2_normalized': -9.234593, 'soot_normalized': 0.09247417}\n",
            "Raw:  {'pm10': 22.54, 'no2': 25.35, 'so2': 9.79, 'soot': 13.2}\n",
            "Transformed: {'no2_normalized': -7.327978, 'pm10_normalized': 0.059659615, 'so2_normalized': -5.7345934, 'soot_normalized': 0.07083128}\n",
            "Raw:  {'pm10': 22.8, 'no2': 26.78, 'so2': 14.43, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': -5.897978, 'pm10_normalized': 0.060619477, 'so2_normalized': -1.094593, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 22.84, 'no2': 24.56, 'so2': 10.26, 'soot': 13.38}\n",
            "Transformed: {'no2_normalized': -8.117979, 'pm10_normalized': 0.060767155, 'so2_normalized': -5.264593, 'soot_normalized': 0.07260206}\n",
            "Raw:  {'pm10': 20.12, 'no2': 31.52, 'so2': 12.34, 'soot': 15.69}\n",
            "Transformed: {'no2_normalized': -1.157978, 'pm10_normalized': 0.05072544, 'so2_normalized': -3.1845932, 'soot_normalized': 0.095327094}\n",
            "Raw:  {'pm10': 26.96, 'no2': 28.74, 'so2': 8.62, 'soot': 15.59}\n",
            "Transformed: {'no2_normalized': -3.9379787, 'pm10_normalized': 0.0759774, 'so2_normalized': -6.9045935, 'soot_normalized': 0.09434333}\n",
            "Raw:  {'pm10': 29.81, 'no2': 37.69, 'so2': 10.55, 'soot': 17.41}\n",
            "Transformed: {'no2_normalized': 5.01202, 'pm10_normalized': 0.08649906, 'so2_normalized': -4.974593, 'soot_normalized': 0.1122479}\n",
            "Raw:  {'pm10': 33.81, 'no2': 40.25, 'so2': 12.85, 'soot': 16.65}\n",
            "Transformed: {'no2_normalized': 7.5720215, 'pm10_normalized': 0.10126629, 'so2_normalized': -2.674593, 'soot_normalized': 0.104771264}\n",
            "Raw:  {'pm10': 36.69, 'no2': 29.36, 'so2': 10.74, 'soot': 17.41}\n",
            "Transformed: {'no2_normalized': -3.317978, 'pm10_normalized': 0.11189869, 'so2_normalized': -4.7845936, 'soot_normalized': 0.1122479}\n",
            "Raw:  {'pm10': 32.39, 'no2': 29.31, 'so2': 9.98, 'soot': 16.12}\n",
            "Transformed: {'no2_normalized': -3.367979, 'pm10_normalized': 0.09602392, 'so2_normalized': -5.544594, 'soot_normalized': 0.0995573}\n",
            "Raw:  {'pm10': 39.43, 'no2': 29.75, 'so2': 12.45, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': -2.9279785, 'pm10_normalized': 0.12201425, 'so2_normalized': -3.0745935, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 28.03, 'no2': 32.13, 'so2': 8.86, 'soot': 15.61}\n",
            "Transformed: {'no2_normalized': -0.54797745, 'pm10_normalized': 0.079927646, 'so2_normalized': -6.6645937, 'soot_normalized': 0.09454008}\n",
            "Raw:  {'pm10': 30.86, 'no2': 30.39, 'so2': 10.69, 'soot': 16.94}\n",
            "Transformed: {'no2_normalized': -2.2879791, 'pm10_normalized': 0.09037545, 'so2_normalized': -4.834594, 'soot_normalized': 0.1076242}\n",
            "Raw:  {'pm10': 26.66, 'no2': 26.24, 'so2': 11.36, 'soot': 14.22}\n",
            "Transformed: {'no2_normalized': -6.4379787, 'pm10_normalized': 0.074869856, 'so2_normalized': -4.1645937, 'soot_normalized': 0.08086571}\n",
            "Raw:  {'pm10': 37.3, 'no2': 29.73, 'so2': 11.28, 'soot': 14.94}\n",
            "Transformed: {'no2_normalized': -2.947979, 'pm10_normalized': 0.114150696, 'so2_normalized': -4.2445936, 'soot_normalized': 0.08794884}\n",
            "Raw:  {'pm10': 25.03, 'no2': 25.01, 'so2': 7.86, 'soot': 12.94}\n",
            "Transformed: {'no2_normalized': -7.6679783, 'pm10_normalized': 0.06885222, 'so2_normalized': -7.664593, 'soot_normalized': 0.06827348}\n",
            "Raw:  {'pm10': 30.74, 'no2': 26.12, 'so2': 9.66, 'soot': 16.33}\n",
            "Transformed: {'no2_normalized': -6.5579777, 'pm10_normalized': 0.08993244, 'so2_normalized': -5.8645935, 'soot_normalized': 0.10162321}\n",
            "Raw:  {'pm10': 40.13, 'no2': 33.4, 'so2': 10.09, 'soot': 16.47}\n",
            "Transformed: {'no2_normalized': 0.722023, 'pm10_normalized': 0.12459852, 'so2_normalized': -5.434593, 'soot_normalized': 0.10300048}\n",
            "Raw:  {'pm10': 32.59, 'no2': 28.88, 'so2': 11.85, 'soot': 14.82}\n",
            "Transformed: {'no2_normalized': -3.7979794, 'pm10_normalized': 0.09676228, 'so2_normalized': -3.674593, 'soot_normalized': 0.086768314}\n",
            "Raw:  {'pm10': 39.64, 'no2': 28.58, 'so2': 10.31, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': -4.0979786, 'pm10_normalized': 0.122789524, 'so2_normalized': -5.214593, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 20.83, 'no2': 26.17, 'so2': 11.19, 'soot': 11.82}\n",
            "Transformed: {'no2_normalized': -6.5079784, 'pm10_normalized': 0.053346623, 'so2_normalized': -4.334594, 'soot_normalized': 0.057255283}\n",
            "Raw:  {'pm10': 28.54, 'no2': 32.23, 'so2': 23.59, 'soot': 18.0}\n",
            "Transformed: {'no2_normalized': -0.44797897, 'pm10_normalized': 0.08181046, 'so2_normalized': 8.065407, 'soot_normalized': 0.11805213}\n",
            "Raw:  {'pm10': 48.53, 'no2': 32.14, 'so2': 14.24, 'soot': 20.69}\n",
            "Transformed: {'no2_normalized': -0.5379791, 'pm10_normalized': 0.1556097, 'so2_normalized': -1.2845936, 'soot_normalized': 0.14451548}\n",
            "Raw:  {'pm10': 29.03, 'no2': 23.97, 'so2': 13.76, 'soot': 14.18}\n",
            "Transformed: {'no2_normalized': -8.707979, 'pm10_normalized': 0.08361945, 'so2_normalized': -1.7645931, 'soot_normalized': 0.08047221}\n",
            "Raw:  {'pm10': 22.21, 'no2': 27.06, 'so2': 8.75, 'soot': 12.35}\n",
            "Transformed: {'no2_normalized': -5.617979, 'pm10_normalized': 0.058441315, 'so2_normalized': -6.7745934, 'soot_normalized': 0.06246926}\n",
            "Raw:  {'pm10': 28.64, 'no2': 28.99, 'so2': 23.01, 'soot': 12.0}\n",
            "Transformed: {'no2_normalized': -3.6879787, 'pm10_normalized': 0.082179636, 'so2_normalized': 7.485407, 'soot_normalized': 0.059026066}\n",
            "Raw:  {'pm10': 31.69, 'no2': 32.25, 'so2': 22.52, 'soot': 16.65}\n",
            "Transformed: {'no2_normalized': -0.42797852, 'pm10_normalized': 0.09343966, 'so2_normalized': 6.995407, 'soot_normalized': 0.104771264}\n",
            "Raw:  {'pm10': 34.53, 'no2': 32.42, 'so2': 15.62, 'soot': 14.76}\n",
            "Transformed: {'no2_normalized': -0.25798035, 'pm10_normalized': 0.103924386, 'so2_normalized': 0.09540653, 'soot_normalized': 0.08617806}\n",
            "Raw:  {'pm10': 24.18, 'no2': 26.38, 'so2': 9.29, 'soot': 16.65}\n",
            "Transformed: {'no2_normalized': -6.2979794, 'pm10_normalized': 0.06571418, 'so2_normalized': -6.2345934, 'soot_normalized': 0.104771264}\n",
            "Raw:  {'pm10': 28.19, 'no2': 26.32, 'so2': 9.97, 'soot': 15.18}\n",
            "Transformed: {'no2_normalized': -6.357979, 'pm10_normalized': 0.080518335, 'so2_normalized': -5.554593, 'soot_normalized': 0.09030988}\n",
            "Raw:  {'pm10': 29.04, 'no2': 27.55, 'so2': 8.8, 'soot': 15.29}\n",
            "Transformed: {'no2_normalized': -5.1279793, 'pm10_normalized': 0.08365636, 'so2_normalized': -6.724593, 'soot_normalized': 0.091392025}\n",
            "Raw:  {'pm10': 21.97, 'no2': 22.58, 'so2': 6.97, 'soot': 14.79}\n",
            "Transformed: {'no2_normalized': -10.097979, 'pm10_normalized': 0.05755528, 'so2_normalized': -8.554594, 'soot_normalized': 0.08647319}\n",
            "Raw:  {'pm10': 29.04, 'no2': 31.53, 'so2': 6.91, 'soot': 14.71}\n",
            "Transformed: {'no2_normalized': -1.1479778, 'pm10_normalized': 0.08365636, 'so2_normalized': -8.6145935, 'soot_normalized': 0.08568617}\n",
            "Raw:  {'pm10': 35.63, 'no2': 27.62, 'so2': 9.34, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': -5.0579777, 'pm10_normalized': 0.10798538, 'so2_normalized': -6.184593, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 41.81, 'no2': 29.75, 'so2': 11.67, 'soot': 14.4}\n",
            "Transformed: {'no2_normalized': -2.9279785, 'pm10_normalized': 0.13080075, 'so2_normalized': -3.8545933, 'soot_normalized': 0.08263649}\n",
            "Raw:  {'pm10': 69.53, 'no2': 32.77, 'so2': 11.23, 'soot': 15.63}\n",
            "Transformed: {'no2_normalized': 0.09202194, 'pm10_normalized': 0.23313765, 'so2_normalized': -4.294594, 'soot_normalized': 0.09473684}\n",
            "Raw:  {'pm10': 42.53, 'no2': 25.58, 'so2': 10.41, 'soot': 13.94}\n",
            "Transformed: {'no2_normalized': -7.0979786, 'pm10_normalized': 0.13345885, 'so2_normalized': -5.1145935, 'soot_normalized': 0.07811116}\n",
            "Raw:  {'pm10': 42.53, 'no2': 29.81, 'so2': 12.11, 'soot': 16.5}\n",
            "Transformed: {'no2_normalized': -2.867979, 'pm10_normalized': 0.13345885, 'so2_normalized': -3.4145937, 'soot_normalized': 0.10329562}\n",
            "Raw:  {'pm10': 39.23, 'no2': 36.12, 'so2': 12.56, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': 3.4420204, 'pm10_normalized': 0.12127588, 'so2_normalized': -2.964593, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 28.99, 'no2': 26.33, 'so2': 10.06, 'soot': 17.56}\n",
            "Transformed: {'no2_normalized': -6.3479786, 'pm10_normalized': 0.083471775, 'so2_normalized': -5.464593, 'soot_normalized': 0.113723546}\n",
            "Raw:  {'pm10': 22.91, 'no2': 25.27, 'so2': 9.77, 'soot': 16.31}\n",
            "Transformed: {'no2_normalized': -7.407978, 'pm10_normalized': 0.06102558, 'so2_normalized': -5.754593, 'soot_normalized': 0.10142645}\n",
            "Raw:  {'pm10': 35.2, 'no2': 27.39, 'so2': 10.26, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': -5.287979, 'pm10_normalized': 0.106397904, 'so2_normalized': -5.264593, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 35.09, 'no2': 30.68, 'so2': 12.62, 'soot': 17.53}\n",
            "Transformed: {'no2_normalized': -1.9979782, 'pm10_normalized': 0.1059918, 'so2_normalized': -2.9045935, 'soot_normalized': 0.11342843}\n",
            "Raw:  {'pm10': 41.63, 'no2': 31.86, 'so2': 13.6, 'soot': 17.12}\n",
            "Transformed: {'no2_normalized': -0.8179779, 'pm10_normalized': 0.13013622, 'so2_normalized': -1.924593, 'soot_normalized': 0.10939498}\n",
            "Raw:  {'pm10': 39.66, 'no2': 31.08, 'so2': 14.67, 'soot': 17.06}\n",
            "Transformed: {'no2_normalized': -1.5979786, 'pm10_normalized': 0.12286336, 'so2_normalized': -0.8545933, 'soot_normalized': 0.10880471}\n",
            "Raw:  {'pm10': 42.29, 'no2': 34.13, 'so2': 15.88, 'soot': 16.44}\n",
            "Transformed: {'no2_normalized': 1.4520226, 'pm10_normalized': 0.13257281, 'so2_normalized': 0.35540676, 'soot_normalized': 0.10270536}\n",
            "Raw:  {'pm10': 31.47, 'no2': 29.55, 'so2': 12.0, 'soot': 14.72}\n",
            "Transformed: {'no2_normalized': -3.1279793, 'pm10_normalized': 0.09262746, 'so2_normalized': -3.5245934, 'soot_normalized': 0.085784554}\n",
            "Raw:  {'pm10': 35.87, 'no2': 28.64, 'so2': 12.6, 'soot': 16.94}\n",
            "Transformed: {'no2_normalized': -4.037979, 'pm10_normalized': 0.10887141, 'so2_normalized': -2.924593, 'soot_normalized': 0.1076242}\n",
            "Raw:  {'pm10': 47.53, 'no2': 31.16, 'so2': 11.79, 'soot': 16.94}\n",
            "Transformed: {'no2_normalized': -1.5179787, 'pm10_normalized': 0.15191789, 'so2_normalized': -3.7345934, 'soot_normalized': 0.1076242}\n",
            "Raw:  {'pm10': 45.0, 'no2': 35.64, 'so2': 17.41, 'soot': 15.71}\n",
            "Transformed: {'no2_normalized': 2.9620209, 'pm10_normalized': 0.14257762, 'so2_normalized': 1.8854065, 'soot_normalized': 0.09552385}\n",
            "Raw:  {'pm10': 47.07, 'no2': 25.69, 'so2': 19.21, 'soot': 14.53}\n",
            "Transformed: {'no2_normalized': -6.987978, 'pm10_normalized': 0.15021966, 'so2_normalized': 3.6854057, 'soot_normalized': 0.08391539}\n",
            "Raw:  {'pm10': 38.98, 'no2': 24.47, 'so2': 13.61, 'soot': 13.41}\n",
            "Transformed: {'no2_normalized': -8.207979, 'pm10_normalized': 0.12035293, 'so2_normalized': -1.9145937, 'soot_normalized': 0.07289719}\n",
            "Raw:  {'pm10': 31.24, 'no2': 31.14, 'so2': 17.41, 'soot': 16.75}\n",
            "Transformed: {'no2_normalized': -1.5379791, 'pm10_normalized': 0.091778345, 'so2_normalized': 1.8854065, 'soot_normalized': 0.10575504}\n",
            "Raw:  {'pm10': 66.71, 'no2': 35.09, 'so2': 23.1, 'soot': 19.94}\n",
            "Transformed: {'no2_normalized': 2.4120216, 'pm10_normalized': 0.22272676, 'so2_normalized': 7.575407, 'soot_normalized': 0.13713723}\n",
            "Raw:  {'pm10': 49.47, 'no2': 35.56, 'so2': 19.12, 'soot': 16.18}\n",
            "Transformed: {'no2_normalized': 2.8820229, 'pm10_normalized': 0.15908, 'so2_normalized': 3.5954075, 'soot_normalized': 0.10014756}\n",
            "Raw:  {'pm10': 55.66, 'no2': 36.25, 'so2': 16.55, 'soot': 15.11}\n",
            "Transformed: {'no2_normalized': 3.5720215, 'pm10_normalized': 0.18193229, 'so2_normalized': 1.0254059, 'soot_normalized': 0.08962124}\n",
            "Raw:  {'pm10': 44.61, 'no2': 24.32, 'so2': 18.67, 'soot': 12.28}\n",
            "Transformed: {'no2_normalized': -8.357979, 'pm10_normalized': 0.14113781, 'so2_normalized': 3.1454067, 'soot_normalized': 0.061780613}\n",
            "Raw:  {'pm10': 41.51, 'no2': 21.75, 'so2': 16.98, 'soot': 14.78}\n",
            "Transformed: {'no2_normalized': -10.9279785, 'pm10_normalized': 0.1296932, 'so2_normalized': 1.4554062, 'soot_normalized': 0.086374804}\n",
            "Raw:  {'pm10': 38.43, 'no2': 29.37, 'so2': 15.77, 'soot': 14.44}\n",
            "Transformed: {'no2_normalized': -3.3079777, 'pm10_normalized': 0.11832244, 'so2_normalized': 0.2454071, 'soot_normalized': 0.08302999}\n",
            "Raw:  {'pm10': 37.39, 'no2': 28.89, 'so2': 15.62, 'soot': 16.56}\n",
            "Transformed: {'no2_normalized': -3.7879791, 'pm10_normalized': 0.114482954, 'so2_normalized': 0.09540653, 'soot_normalized': 0.103885874}\n",
            "Raw:  {'pm10': 38.39, 'no2': 37.66, 'so2': 17.53, 'soot': 17.72}\n",
            "Transformed: {'no2_normalized': 4.9820213, 'pm10_normalized': 0.11817476, 'so2_normalized': 2.0054073, 'soot_normalized': 0.11529758}\n",
            "Raw:  {'pm10': 47.4, 'no2': 40.41, 'so2': 15.73, 'soot': 16.17}\n",
            "Transformed: {'no2_normalized': 7.7320213, 'pm10_normalized': 0.15143795, 'so2_normalized': 0.20540619, 'soot_normalized': 0.10004918}\n",
            "Raw:  {'pm10': 69.69, 'no2': 44.59, 'so2': 18.16, 'soot': 24.82}\n",
            "Transformed: {'no2_normalized': 11.912022, 'pm10_normalized': 0.23372836, 'so2_normalized': 2.6354065, 'soot_normalized': 0.1851451}\n",
            "Raw:  {'pm10': 53.41, 'no2': 37.72, 'so2': 14.33, 'soot': 17.76}\n",
            "Transformed: {'no2_normalized': 5.0420227, 'pm10_normalized': 0.17362572, 'so2_normalized': -1.1945934, 'soot_normalized': 0.115691096}\n",
            "Raw:  {'pm10': 68.9, 'no2': 38.92, 'so2': 14.4, 'soot': 25.88}\n",
            "Transformed: {'no2_normalized': 6.2420197, 'pm10_normalized': 0.23081183, 'so2_normalized': -1.1245937, 'soot_normalized': 0.19557303}\n",
            "Raw:  {'pm10': 53.39, 'no2': 34.11, 'so2': 16.4, 'soot': 19.53}\n",
            "Transformed: {'no2_normalized': 1.4320221, 'pm10_normalized': 0.17355189, 'so2_normalized': 0.87540627, 'soot_normalized': 0.13310379}\n",
            "Raw:  {'pm10': 143.43, 'no2': 29.96, 'so2': 16.16, 'soot': 14.65}\n",
            "Transformed: {'no2_normalized': -2.7179794, 'pm10_normalized': 0.5059622, 'so2_normalized': 0.6354065, 'soot_normalized': 0.085095905}\n",
            "Raw:  {'pm10': 224.65, 'no2': 36.62, 'so2': 15.26, 'soot': 19.61}\n",
            "Transformed: {'no2_normalized': 3.9420204, 'pm10_normalized': 0.80581087, 'so2_normalized': -0.26459312, 'soot_normalized': 0.1338908}\n",
            "Raw:  {'pm10': 214.46, 'no2': 35.23, 'so2': 13.5, 'soot': 19.39}\n",
            "Transformed: {'no2_normalized': 2.552021, 'pm10_normalized': 0.7681914, 'so2_normalized': -2.0245934, 'soot_normalized': 0.1317265}\n",
            "Raw:  {'pm10': 181.77, 'no2': 34.55, 'so2': 14.63, 'soot': 18.67}\n",
            "Transformed: {'no2_normalized': 1.8720207, 'pm10_normalized': 0.6475062, 'so2_normalized': -0.89459324, 'soot_normalized': 0.12464338}\n",
            "Raw:  {'pm10': 164.65, 'no2': 32.48, 'so2': 13.89, 'soot': 15.53}\n",
            "Transformed: {'no2_normalized': -0.19797897, 'pm10_normalized': 0.58430237, 'so2_normalized': -1.634593, 'soot_normalized': 0.09375306}\n",
            "Raw:  {'pm10': 109.72, 'no2': 31.15, 'so2': 15.11, 'soot': 18.12}\n",
            "Transformed: {'no2_normalized': -1.5279789, 'pm10_normalized': 0.38151145, 'so2_normalized': -0.4145937, 'soot_normalized': 0.11923266}\n",
            "Raw:  {'pm10': 39.62, 'no2': 43.13, 'so2': 18.0, 'soot': 18.82}\n",
            "Transformed: {'no2_normalized': 10.452023, 'pm10_normalized': 0.12271568, 'so2_normalized': 2.4754066, 'soot_normalized': 0.12611903}\n",
            "Raw:  {'pm10': 45.18, 'no2': 40.17, 'so2': 16.66, 'soot': 21.24}\n",
            "Transformed: {'no2_normalized': 7.4920197, 'pm10_normalized': 0.14324214, 'so2_normalized': 1.1354065, 'soot_normalized': 0.1499262}\n",
            "Raw:  {'pm10': 38.84, 'no2': 42.9, 'so2': 14.72, 'soot': 23.0}\n",
            "Transformed: {'no2_normalized': 10.222023, 'pm10_normalized': 0.11983608, 'so2_normalized': -0.8045931, 'soot_normalized': 0.16724052}\n",
            "Raw:  {'pm10': 55.38, 'no2': 42.05, 'so2': 19.36, 'soot': 21.33}\n",
            "Transformed: {'no2_normalized': 9.372021, 'pm10_normalized': 0.18089859, 'so2_normalized': 3.8354073, 'soot_normalized': 0.1508116}\n",
            "Raw:  {'pm10': 42.66, 'no2': 31.76, 'so2': 14.91, 'soot': 12.89}\n",
            "Transformed: {'no2_normalized': -0.9179783, 'pm10_normalized': 0.13393879, 'so2_normalized': -0.6145935, 'soot_normalized': 0.067781605}\n",
            "Raw:  {'pm10': 39.4, 'no2': 31.86, 'so2': 13.34, 'soot': 14.33}\n",
            "Transformed: {'no2_normalized': -0.8179779, 'pm10_normalized': 0.121903494, 'so2_normalized': -2.1845932, 'soot_normalized': 0.081947856}\n",
            "Raw:  {'pm10': 48.55, 'no2': 33.11, 'so2': 13.64, 'soot': 17.89}\n",
            "Transformed: {'no2_normalized': 0.4320221, 'pm10_normalized': 0.15568353, 'so2_normalized': -1.884593, 'soot_normalized': 0.11696998}\n",
            "Raw:  {'pm10': 54.3, 'no2': 25.47, 'so2': 17.08, 'soot': 12.56}\n",
            "Transformed: {'no2_normalized': -7.207979, 'pm10_normalized': 0.17691143, 'so2_normalized': 1.5554066, 'soot_normalized': 0.06453517}\n",
            "Raw:  {'pm10': 59.85, 'no2': 24.82, 'so2': 14.52, 'soot': 11.65}\n",
            "Transformed: {'no2_normalized': -7.857979, 'pm10_normalized': 0.19740096, 'so2_normalized': -1.0045929, 'soot_normalized': 0.055582874}\n",
            "Raw:  {'pm10': 63.47, 'no2': 28.48, 'so2': 12.48, 'soot': 12.88}\n",
            "Transformed: {'no2_normalized': -4.197979, 'pm10_normalized': 0.21076532, 'so2_normalized': -3.0445938, 'soot_normalized': 0.06768323}\n",
            "Raw:  {'pm10': 88.53, 'no2': 30.22, 'so2': 13.13, 'soot': 14.12}\n",
            "Transformed: {'no2_normalized': -2.4579792, 'pm10_normalized': 0.30328202, 'so2_normalized': -2.3945932, 'soot_normalized': 0.079881944}\n",
            "Raw:  {'pm10': 54.77, 'no2': 32.11, 'so2': 13.44, 'soot': 18.61}\n",
            "Transformed: {'no2_normalized': -0.5679779, 'pm10_normalized': 0.17864658, 'so2_normalized': -2.0845938, 'soot_normalized': 0.12405312}\n",
            "Raw:  {'pm10': 97.32, 'no2': 39.05, 'so2': 14.39, 'soot': 20.35}\n",
            "Transformed: {'no2_normalized': 6.3720207, 'pm10_normalized': 0.33573303, 'so2_normalized': -1.134593, 'soot_normalized': 0.14117068}\n",
            "Raw:  {'pm10': 81.52, 'no2': 37.13, 'so2': 15.86, 'soot': 21.65}\n",
            "Transformed: {'no2_normalized': 4.4520226, 'pm10_normalized': 0.27740243, 'so2_normalized': 0.3354063, 'soot_normalized': 0.15395965}\n",
            "Raw:  {'pm10': 114.96, 'no2': 35.57, 'so2': 15.93, 'soot': 18.94}\n",
            "Transformed: {'no2_normalized': 2.8920212, 'pm10_normalized': 0.4008565, 'so2_normalized': 0.40540695, 'soot_normalized': 0.12729956}\n",
            "Raw:  {'pm10': 209.66, 'no2': 36.46, 'so2': 17.33, 'soot': 15.6}\n",
            "Transformed: {'no2_normalized': 3.7820206, 'pm10_normalized': 0.7504707, 'so2_normalized': 1.8054066, 'soot_normalized': 0.09444171}\n",
            "Raw:  {'pm10': 175.24, 'no2': 47.64, 'so2': 21.85, 'soot': 19.46}\n",
            "Transformed: {'no2_normalized': 14.962021, 'pm10_normalized': 0.62339866, 'so2_normalized': 6.325407, 'soot_normalized': 0.13241513}\n",
            "Raw:  {'pm10': 75.04, 'no2': 42.19, 'so2': 12.75, 'soot': 21.54}\n",
            "Transformed: {'no2_normalized': 9.51202, 'pm10_normalized': 0.25347954, 'so2_normalized': -2.7745934, 'soot_normalized': 0.15287752}\n",
            "Raw:  {'pm10': 38.88, 'no2': 35.33, 'so2': 16.59, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': 2.6520233, 'pm10_normalized': 0.119983755, 'so2_normalized': 1.0654068, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 47.34, 'no2': 41.5, 'so2': 18.23, 'soot': 17.38}\n",
            "Transformed: {'no2_normalized': 8.8220215, 'pm10_normalized': 0.15121645, 'so2_normalized': 2.7054062, 'soot_normalized': 0.11195277}\n",
            "Raw:  {'pm10': 45.01, 'no2': 42.24, 'so2': 17.27, 'soot': 19.93}\n",
            "Transformed: {'no2_normalized': 9.562023, 'pm10_normalized': 0.14261453, 'so2_normalized': 1.7454071, 'soot_normalized': 0.13703886}\n",
            "Raw:  {'pm10': 50.96, 'no2': 36.1, 'so2': 17.77, 'soot': 16.14}\n",
            "Transformed: {'no2_normalized': 3.42202, 'pm10_normalized': 0.16458079, 'so2_normalized': 2.245407, 'soot_normalized': 0.09975404}\n",
            "Raw:  {'pm10': 62.73, 'no2': 50.75, 'so2': 19.76, 'soot': 22.87}\n",
            "Transformed: {'no2_normalized': 18.072021, 'pm10_normalized': 0.20803337, 'so2_normalized': 4.235407, 'soot_normalized': 0.16596164}\n",
            "Raw:  {'pm10': 68.17, 'no2': 53.19, 'so2': 22.55, 'soot': 30.0}\n",
            "Transformed: {'no2_normalized': 20.51202, 'pm10_normalized': 0.2281168, 'so2_normalized': 7.025406, 'soot_normalized': 0.23610426}\n",
            "Raw:  {'pm10': 75.38, 'no2': 58.44, 'so2': 22.31, 'soot': 29.29}\n",
            "Transformed: {'no2_normalized': 25.76202, 'pm10_normalized': 0.25473475, 'so2_normalized': 6.785406, 'soot_normalized': 0.22911952}\n",
            "Raw:  {'pm10': 81.17, 'no2': 46.57, 'so2': 23.42, 'soot': 25.06}\n",
            "Transformed: {'no2_normalized': 13.892021, 'pm10_normalized': 0.27611032, 'so2_normalized': 7.8954067, 'soot_normalized': 0.18750612}\n",
            "Raw:  {'pm10': 54.06, 'no2': 34.44, 'so2': 22.72, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': 1.7620201, 'pm10_normalized': 0.1760254, 'so2_normalized': 7.195406, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 25.29, 'no2': 24.11, 'so2': 16.52, 'soot': 11.67}\n",
            "Transformed: {'no2_normalized': -8.567978, 'pm10_normalized': 0.06981209, 'so2_normalized': 0.9954071, 'soot_normalized': 0.055779632}\n",
            "Raw:  {'pm10': 17.73, 'no2': 20.32, 'so2': 15.51, 'soot': 8.22}\n",
            "Transformed: {'no2_normalized': -12.357979, 'pm10_normalized': 0.041902017, 'so2_normalized': -0.014593124, 'soot_normalized': 0.021839647}\n",
            "Raw:  {'pm10': 31.9, 'no2': 22.26, 'so2': 16.44, 'soot': 14.33}\n",
            "Transformed: {'no2_normalized': -10.417978, 'pm10_normalized': 0.09421494, 'so2_normalized': 0.9154072, 'soot_normalized': 0.081947856}\n",
            "Raw:  {'pm10': 49.44, 'no2': 23.72, 'so2': 22.68, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': -8.957979, 'pm10_normalized': 0.15896924, 'so2_normalized': 7.155407, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 45.87, 'no2': 24.9, 'so2': 21.43, 'soot': 18.24}\n",
            "Transformed: {'no2_normalized': -7.777979, 'pm10_normalized': 0.14578949, 'so2_normalized': 5.905407, 'soot_normalized': 0.12041317}\n",
            "Raw:  {'pm10': 26.9, 'no2': 22.26, 'so2': 17.34, 'soot': 15.81}\n",
            "Transformed: {'no2_normalized': -10.417978, 'pm10_normalized': 0.0757559, 'so2_normalized': 1.8154068, 'soot_normalized': 0.096507624}\n",
            "Raw:  {'pm10': 38.53, 'no2': 22.79, 'so2': 21.68, 'soot': 12.94}\n",
            "Transformed: {'no2_normalized': -9.887978, 'pm10_normalized': 0.118691616, 'so2_normalized': 6.155407, 'soot_normalized': 0.06827348}\n",
            "Raw:  {'pm10': 46.27, 'no2': 21.98, 'so2': 19.52, 'soot': 12.59}\n",
            "Transformed: {'no2_normalized': -10.697979, 'pm10_normalized': 0.14726621, 'so2_normalized': 3.995407, 'soot_normalized': 0.064830296}\n",
            "Raw:  {'pm10': 42.83, 'no2': 18.97, 'so2': 21.85, 'soot': 14.41}\n",
            "Transformed: {'no2_normalized': -13.707979, 'pm10_normalized': 0.1345664, 'so2_normalized': 6.325407, 'soot_normalized': 0.08273487}\n",
            "Raw:  {'pm10': 74.84, 'no2': 32.32, 'so2': 27.32, 'soot': 25.89}\n",
            "Transformed: {'no2_normalized': -0.35797882, 'pm10_normalized': 0.25274116, 'so2_normalized': 11.795406, 'soot_normalized': 0.19567141}\n",
            "Raw:  {'pm10': 103.71, 'no2': 41.33, 'so2': 33.09, 'soot': 38.5}\n",
            "Transformed: {'no2_normalized': 8.652023, 'pm10_normalized': 0.35932365, 'so2_normalized': 17.565407, 'soot_normalized': 0.31972453}\n",
            "Raw:  {'pm10': 111.56, 'no2': 49.58, 'so2': 35.44, 'soot': 39.94}\n",
            "Transformed: {'no2_normalized': 16.902023, 'pm10_normalized': 0.38830435, 'so2_normalized': 19.915405, 'soot_normalized': 0.33389077}\n",
            "Raw:  {'pm10': 86.64, 'no2': 37.18, 'so2': 25.09, 'soot': 29.06}\n",
            "Transformed: {'no2_normalized': 4.502022, 'pm10_normalized': 0.2963045, 'so2_normalized': 9.565407, 'soot_normalized': 0.22685684}\n",
            "Raw:  {'pm10': 31.34, 'no2': 23.09, 'so2': 12.9, 'soot': 17.72}\n",
            "Transformed: {'no2_normalized': -9.587978, 'pm10_normalized': 0.09214752, 'so2_normalized': -2.6245937, 'soot_normalized': 0.11529758}\n",
            "Raw:  {'pm10': 45.96, 'no2': 23.15, 'so2': 11.76, 'soot': 17.5}\n",
            "Transformed: {'no2_normalized': -9.527979, 'pm10_normalized': 0.14612174, 'so2_normalized': -3.7645931, 'soot_normalized': 0.1131333}\n",
            "Raw:  {'pm10': 75.89, 'no2': 23.18, 'so2': 14.06, 'soot': 21.61}\n",
            "Transformed: {'no2_normalized': -9.497978, 'pm10_normalized': 0.25661758, 'so2_normalized': -1.4645929, 'soot_normalized': 0.15356615}\n",
            "Raw:  {'pm10': 44.03, 'no2': 21.35, 'so2': 13.8, 'soot': 19.61}\n",
            "Transformed: {'no2_normalized': -11.327978, 'pm10_normalized': 0.13899656, 'so2_normalized': -1.7245932, 'soot_normalized': 0.1338908}\n",
            "Raw:  {'pm10': 26.37, 'no2': 20.28, 'so2': 15.01, 'soot': 19.56}\n",
            "Transformed: {'no2_normalized': -12.397978, 'pm10_normalized': 0.073799245, 'so2_normalized': -0.5145931, 'soot_normalized': 0.1333989}\n",
            "Raw:  {'pm10': 35.0, 'no2': 18.63, 'so2': 16.34, 'soot': 18.94}\n",
            "Transformed: {'no2_normalized': -14.047979, 'pm10_normalized': 0.10565954, 'so2_normalized': 0.8154068, 'soot_normalized': 0.12729956}\n",
            "Raw:  {'pm10': 29.84, 'no2': 19.11, 'so2': 17.06, 'soot': 20.67}\n",
            "Transformed: {'no2_normalized': -13.567978, 'pm10_normalized': 0.08660981, 'so2_normalized': 1.5354061, 'soot_normalized': 0.14431873}\n",
            "Raw:  {'pm10': 40.77, 'no2': 21.58, 'so2': 18.3, 'soot': 20.65}\n",
            "Transformed: {'no2_normalized': -11.097979, 'pm10_normalized': 0.12696128, 'so2_normalized': 2.775406, 'soot_normalized': 0.14412197}\n",
            "Raw:  {'pm10': 61.82, 'no2': 26.13, 'so2': 20.14, 'soot': 22.18}\n",
            "Transformed: {'no2_normalized': -6.5479794, 'pm10_normalized': 0.20467383, 'so2_normalized': 4.615406, 'soot_normalized': 0.15917362}\n",
            "Raw:  {'pm10': 91.25, 'no2': 31.56, 'so2': 21.57, 'soot': 28.59}\n",
            "Transformed: {'no2_normalized': -1.117979, 'pm10_normalized': 0.31332374, 'so2_normalized': 6.0454063, 'soot_normalized': 0.22223315}\n",
            "Raw:  {'pm10': 165.8, 'no2': 48.21, 'so2': 33.41, 'soot': 64.41}\n",
            "Transformed: {'no2_normalized': 15.532021, 'pm10_normalized': 0.588548, 'so2_normalized': 17.885406, 'soot_normalized': 0.5746188}\n",
            "Raw:  {'pm10': 185.0, 'no2': 52.43, 'so2': 31.74, 'soot': 79.89}\n",
            "Transformed: {'no2_normalized': 19.752022, 'pm10_normalized': 0.6594307, 'so2_normalized': 16.215406, 'soot_normalized': 0.726906}\n",
            "Raw:  {'pm10': 176.13, 'no2': 48.33, 'so2': 28.43, 'soot': 52.63}\n",
            "Transformed: {'no2_normalized': 15.652023, 'pm10_normalized': 0.62668437, 'so2_normalized': 12.905407, 'soot_normalized': 0.45873094}\n",
            "Raw:  {'pm10': 141.3, 'no2': 39.93, 'so2': 28.12, 'soot': 44.28}\n",
            "Transformed: {'no2_normalized': 7.252022, 'pm10_normalized': 0.4980987, 'so2_normalized': 12.5954075, 'soot_normalized': 0.3765863}\n",
            "Raw:  {'pm10': 82.0, 'no2': 29.53, 'so2': 22.29, 'soot': 27.28}\n",
            "Transformed: {'no2_normalized': -3.1479778, 'pm10_normalized': 0.2791745, 'so2_normalized': 6.7654076, 'soot_normalized': 0.20934579}\n",
            "Raw:  {'pm10': 66.83, 'no2': 25.21, 'so2': 19.71, 'soot': 26.78}\n",
            "Transformed: {'no2_normalized': -7.4679794, 'pm10_normalized': 0.22316979, 'so2_normalized': 4.1854057, 'soot_normalized': 0.20442694}\n",
            "Raw:  {'pm10': 57.61, 'no2': 16.56, 'so2': 17.17, 'soot': 26.67}\n",
            "Transformed: {'no2_normalized': -16.11798, 'pm10_normalized': 0.18913132, 'so2_normalized': 1.6454067, 'soot_normalized': 0.20334479}\n",
            "Raw:  {'pm10': 50.6, 'no2': 16.34, 'so2': 13.21, 'soot': 18.56}\n",
            "Transformed: {'no2_normalized': -16.337978, 'pm10_normalized': 0.16325173, 'so2_normalized': -2.3145933, 'soot_normalized': 0.123561226}\n",
            "Raw:  {'pm10': 44.97, 'no2': 24.5, 'so2': 11.01, 'soot': 22.38}\n",
            "Transformed: {'no2_normalized': -8.1779785, 'pm10_normalized': 0.14246687, 'so2_normalized': -4.514593, 'soot_normalized': 0.16114116}\n",
            "Raw:  {'pm10': 108.83, 'no2': 60.25, 'so2': 17.76, 'soot': 45.56}\n",
            "Transformed: {'no2_normalized': 27.572021, 'pm10_normalized': 0.37822574, 'so2_normalized': 2.2354069, 'soot_normalized': 0.38917854}\n",
            "Raw:  {'pm10': 127.09, 'no2': 41.26, 'so2': 14.97, 'soot': 39.06}\n",
            "Transformed: {'no2_normalized': 8.58202, 'pm10_normalized': 0.44563812, 'so2_normalized': -0.5545931, 'soot_normalized': 0.32523364}\n",
            "Raw:  {'pm10': 47.2, 'no2': 20.69, 'so2': 13.79, 'soot': 33.72}\n",
            "Transformed: {'no2_normalized': -11.987978, 'pm10_normalized': 0.1506996, 'so2_normalized': -1.7345934, 'soot_normalized': 0.27270043}\n",
            "Raw:  {'pm10': 98.3, 'no2': 32.21, 'so2': 19.58, 'soot': 39.06}\n",
            "Transformed: {'no2_normalized': -0.46797943, 'pm10_normalized': 0.339351, 'so2_normalized': 4.0554066, 'soot_normalized': 0.32523364}\n",
            "Raw:  {'pm10': 165.59, 'no2': 46.86, 'so2': 27.88, 'soot': 48.5}\n",
            "Transformed: {'no2_normalized': 14.182022, 'pm10_normalized': 0.58777267, 'so2_normalized': 12.355406, 'soot_normalized': 0.4181013}\n",
            "Raw:  {'pm10': 240.75, 'no2': 60.17, 'so2': 46.92, 'soot': 91.56}\n",
            "Transformed: {'no2_normalized': 27.49202, 'pm10_normalized': 0.865249, 'so2_normalized': 31.395405, 'soot_normalized': 0.8417117}\n",
            "Raw:  {'pm10': 244.92, 'no2': 69.04, 'so2': 46.96, 'soot': 102.89}\n",
            "Transformed: {'no2_normalized': 36.362022, 'pm10_normalized': 0.88064384, 'so2_normalized': 31.435406, 'soot_normalized': 0.95317256}\n",
            "Raw:  {'pm10': 242.75, 'no2': 62.45, 'so2': 36.15, 'soot': 83.88}\n",
            "Transformed: {'no2_normalized': 29.772022, 'pm10_normalized': 0.8726326, 'so2_normalized': 20.625408, 'soot_normalized': 0.7661583}\n",
            "Raw:  {'pm10': 276.43, 'no2': 63.4, 'so2': 40.03, 'soot': 107.65}\n",
            "Transformed: {'no2_normalized': 30.722023, 'pm10_normalized': 0.9969727, 'so2_normalized': 24.505405, 'soot_normalized': 0.99999994}\n",
            "Raw:  {'pm10': 255.37, 'no2': 51.66, 'so2': 37.21, 'soot': 101.44}\n",
            "Transformed: {'no2_normalized': 18.982021, 'pm10_normalized': 0.9192232, 'so2_normalized': 21.685406, 'soot_normalized': 0.938908}\n",
            "Raw:  {'pm10': 145.13, 'no2': 32.42, 'so2': 28.04, 'soot': 59.56}\n",
            "Transformed: {'no2_normalized': -0.25798035, 'pm10_normalized': 0.5122383, 'so2_normalized': 12.515408, 'soot_normalized': 0.526906}\n",
            "Raw:  {'pm10': 128.88, 'no2': 23.72, 'so2': 26.74, 'soot': 35.63}\n",
            "Transformed: {'no2_normalized': -8.957979, 'pm10_normalized': 0.4522465, 'so2_normalized': 11.215406, 'soot_normalized': 0.2914904}\n",
            "Raw:  {'pm10': 119.33, 'no2': 29.58, 'so2': 33.43, 'soot': 27.75}\n",
            "Transformed: {'no2_normalized': -3.0979786, 'pm10_normalized': 0.4169897, 'so2_normalized': 17.905407, 'soot_normalized': 0.21396948}\n",
            "Raw:  {'pm10': 146.62, 'no2': 33.53, 'so2': 44.34, 'soot': 43.0}\n",
            "Transformed: {'no2_normalized': 0.85202026, 'pm10_normalized': 0.5177391, 'so2_normalized': 28.815407, 'soot_normalized': 0.36399406}\n",
            "Raw:  {'pm10': 132.68, 'no2': 42.57, 'so2': 34.19, 'soot': 29.93}\n",
            "Transformed: {'no2_normalized': 9.892021, 'pm10_normalized': 0.4662753, 'so2_normalized': 18.665405, 'soot_normalized': 0.23541564}\n",
            "Raw:  {'pm10': 115.52, 'no2': 41.83, 'so2': 34.01, 'soot': 32.87}\n",
            "Transformed: {'no2_normalized': 9.152023, 'pm10_normalized': 0.4029239, 'so2_normalized': 18.485405, 'soot_normalized': 0.2643384}\n",
            "Raw:  {'pm10': 159.6, 'no2': 48.69, 'so2': 25.46, 'soot': 35.13}\n",
            "Transformed: {'no2_normalized': 16.01202, 'pm10_normalized': 0.5656588, 'so2_normalized': 9.935406, 'soot_normalized': 0.28657156}\n",
            "Raw:  {'pm10': 100.4, 'no2': 39.4, 'so2': 22.67, 'soot': 25.8}\n",
            "Transformed: {'no2_normalized': 6.722023, 'pm10_normalized': 0.3471038, 'so2_normalized': 7.1454067, 'soot_normalized': 0.19478601}\n",
            "Raw:  {'pm10': 115.63, 'no2': 60.94, 'so2': 33.18, 'soot': 33.6}\n",
            "Transformed: {'no2_normalized': 28.26202, 'pm10_normalized': 0.40333, 'so2_normalized': 17.655407, 'soot_normalized': 0.2715199}\n",
            "Raw:  {'pm10': 151.48, 'no2': 75.09, 'so2': 31.48, 'soot': 67.07}\n",
            "Transformed: {'no2_normalized': 42.412018, 'pm10_normalized': 0.5356813, 'so2_normalized': 15.955406, 'soot_normalized': 0.600787}\n",
            "Raw:  {'pm10': 165.75, 'no2': 37.75, 'so2': 25.11, 'soot': 54.87}\n",
            "Transformed: {'no2_normalized': 5.0720215, 'pm10_normalized': 0.5883634, 'so2_normalized': 9.585407, 'soot_normalized': 0.4807673}\n",
            "Raw:  {'pm10': 79.18, 'no2': 28.66, 'so2': 20.71, 'soot': 23.31}\n",
            "Transformed: {'no2_normalized': -4.0179787, 'pm10_normalized': 0.26876363, 'so2_normalized': 5.1854057, 'soot_normalized': 0.1702902}\n",
            "Raw:  {'pm10': 58.95, 'no2': 24.71, 'so2': 31.23, 'soot': 26.59}\n",
            "Transformed: {'no2_normalized': -7.9679794, 'pm10_normalized': 0.19407834, 'so2_normalized': 15.705406, 'soot_normalized': 0.20255779}\n",
            "Raw:  {'pm10': 192.01, 'no2': 72.13, 'so2': 42.44, 'soot': 63.59}\n",
            "Transformed: {'no2_normalized': 39.45202, 'pm10_normalized': 0.68531024, 'so2_normalized': 26.915405, 'soot_normalized': 0.56655186}\n",
            "Raw:  {'pm10': 173.15, 'no2': 72.97, 'so2': 44.86, 'soot': 76.06}\n",
            "Transformed: {'no2_normalized': 40.292023, 'pm10_normalized': 0.6156828, 'so2_normalized': 29.335407, 'soot_normalized': 0.6892277}\n",
            "Raw:  {'pm10': 64.32, 'no2': 35.69, 'so2': 27.48, 'soot': 22.88}\n",
            "Transformed: {'no2_normalized': 3.01202, 'pm10_normalized': 0.21390334, 'so2_normalized': 11.955406, 'soot_normalized': 0.16605999}\n",
            "Raw:  {'pm10': 52.61, 'no2': 36.6, 'so2': 17.95, 'soot': 21.35}\n",
            "Transformed: {'no2_normalized': 3.92202, 'pm10_normalized': 0.17067228, 'so2_normalized': 2.4254074, 'soot_normalized': 0.15100835}\n",
            "Raw:  {'pm10': 55.07, 'no2': 44.18, 'so2': 19.57, 'soot': 37.06}\n",
            "Transformed: {'no2_normalized': 11.502022, 'pm10_normalized': 0.17975412, 'so2_normalized': 4.0454063, 'soot_normalized': 0.3055583}\n",
            "Raw:  {'pm10': 132.02, 'no2': 51.26, 'so2': 28.05, 'soot': 47.82}\n",
            "Transformed: {'no2_normalized': 18.58202, 'pm10_normalized': 0.46383876, 'so2_normalized': 12.525406, 'soot_normalized': 0.41141167}\n",
            "Raw:  {'pm10': 26.79, 'no2': 35.07, 'so2': 19.68, 'soot': 20.71}\n",
            "Transformed: {'no2_normalized': 2.3920212, 'pm10_normalized': 0.0753498, 'so2_normalized': 4.155407, 'soot_normalized': 0.14471222}\n",
            "Raw:  {'pm10': 61.65, 'no2': 63.78, 'so2': 26.45, 'soot': 37.06}\n",
            "Transformed: {'no2_normalized': 31.10202, 'pm10_normalized': 0.20404622, 'so2_normalized': 10.925407, 'soot_normalized': 0.3055583}\n",
            "Raw:  {'pm10': 54.47, 'no2': 54.4, 'so2': 30.95, 'soot': 41.53}\n",
            "Transformed: {'no2_normalized': 21.722023, 'pm10_normalized': 0.17753904, 'so2_normalized': 15.425407, 'soot_normalized': 0.34953266}\n",
            "Raw:  {'pm10': 84.14, 'no2': 34.82, 'so2': 21.37, 'soot': 29.47}\n",
            "Transformed: {'no2_normalized': 2.1420212, 'pm10_normalized': 0.28707498, 'so2_normalized': 5.8454075, 'soot_normalized': 0.23089029}\n",
            "Raw:  {'pm10': 75.11, 'no2': 36.97, 'so2': 22.19, 'soot': 27.24}\n",
            "Transformed: {'no2_normalized': 4.2920227, 'pm10_normalized': 0.25373796, 'so2_normalized': 6.665407, 'soot_normalized': 0.20895228}\n",
            "Raw:  {'pm10': 52.95, 'no2': 36.83, 'so2': 19.32, 'soot': 29.65}\n",
            "Transformed: {'no2_normalized': 4.1520233, 'pm10_normalized': 0.1719275, 'so2_normalized': 3.7954063, 'soot_normalized': 0.23266107}\n",
            "Raw:  {'pm10': 100.6, 'no2': 49.81, 'so2': 28.32, 'soot': 34.33}\n",
            "Transformed: {'no2_normalized': 17.132023, 'pm10_normalized': 0.34784213, 'so2_normalized': 12.795406, 'soot_normalized': 0.27870142}\n",
            "Raw:  {'pm10': 44.6, 'no2': 48.93, 'so2': 23.41, 'soot': 30.39}\n",
            "Transformed: {'no2_normalized': 16.252022, 'pm10_normalized': 0.14110088, 'so2_normalized': 7.8854065, 'soot_normalized': 0.23994096}\n",
            "Raw:  {'pm10': 15.04, 'no2': 31.33, 'so2': 15.81, 'soot': 18.67}\n",
            "Transformed: {'no2_normalized': -1.3479786, 'pm10_normalized': 0.031971056, 'so2_normalized': 0.28540707, 'soot_normalized': 0.12464338}\n",
            "Raw:  {'pm10': 16.24, 'no2': 23.73, 'so2': 14.54, 'soot': 15.94}\n",
            "Transformed: {'no2_normalized': -8.947979, 'pm10_normalized': 0.036401223, 'so2_normalized': -0.9845934, 'soot_normalized': 0.097786516}\n",
            "Raw:  {'pm10': 36.52, 'no2': 24.57, 'so2': 18.11, 'soot': 19.28}\n",
            "Transformed: {'no2_normalized': -8.107979, 'pm10_normalized': 0.11127108, 'so2_normalized': 2.5854073, 'soot_normalized': 0.13064437}\n",
            "Raw:  {'pm10': 32.75, 'no2': 26.49, 'so2': 19.84, 'soot': 17.44}\n",
            "Transformed: {'no2_normalized': -6.1879787, 'pm10_normalized': 0.09735297, 'so2_normalized': 4.315407, 'soot_normalized': 0.11254304}\n",
            "Raw:  {'pm10': 35.23, 'no2': 28.13, 'so2': 11.81, 'soot': 19.33}\n",
            "Transformed: {'no2_normalized': -4.5479794, 'pm10_normalized': 0.10650865, 'so2_normalized': -3.714593, 'soot_normalized': 0.13113624}\n",
            "Raw:  {'pm10': 78.97, 'no2': 42.16, 'so2': 36.15, 'soot': 29.06}\n",
            "Transformed: {'no2_normalized': 9.482021, 'pm10_normalized': 0.26798835, 'so2_normalized': 20.625408, 'soot_normalized': 0.22685684}\n",
            "Raw:  {'pm10': 76.68, 'no2': 31.95, 'so2': 23.18, 'soot': 26.33}\n",
            "Transformed: {'no2_normalized': -0.72797775, 'pm10_normalized': 0.2595341, 'so2_normalized': 7.655407, 'soot_normalized': 0.19999999}\n",
            "Raw:  {'pm10': 69.57, 'no2': 34.96, 'so2': 16.84, 'soot': 26.06}\n",
            "Transformed: {'no2_normalized': 2.2820206, 'pm10_normalized': 0.23328534, 'so2_normalized': 1.3154068, 'soot_normalized': 0.19734381}\n",
            "Raw:  {'pm10': 136.4, 'no2': 44.68, 'so2': 37.49, 'soot': 36.67}\n",
            "Transformed: {'no2_normalized': 12.002022, 'pm10_normalized': 0.4800088, 'so2_normalized': 21.965408, 'soot_normalized': 0.30172154}\n",
            "Raw:  {'pm10': 71.9, 'no2': 23.56, 'so2': 18.35, 'soot': 24.56}\n",
            "Transformed: {'no2_normalized': -9.117979, 'pm10_normalized': 0.24188727, 'so2_normalized': 2.825407, 'soot_normalized': 0.1825873}\n",
            "Raw:  {'pm10': 112.07, 'no2': 47.66, 'so2': 22.66, 'soot': 38.53}\n",
            "Transformed: {'no2_normalized': 14.982021, 'pm10_normalized': 0.39018717, 'so2_normalized': 7.1354065, 'soot_normalized': 0.32001963}\n",
            "Raw:  {'pm10': 125.9, 'no2': 48.41, 'so2': 29.24, 'soot': 42.76}\n",
            "Transformed: {'no2_normalized': 15.732021, 'pm10_normalized': 0.4412449, 'so2_normalized': 13.715406, 'soot_normalized': 0.361633}\n",
            "Raw:  {'pm10': 94.18, 'no2': 38.68, 'so2': 29.13, 'soot': 28.94}\n",
            "Transformed: {'no2_normalized': 6.002022, 'pm10_normalized': 0.32414073, 'so2_normalized': 13.605406, 'soot_normalized': 0.22567633}\n",
            "Raw:  {'pm10': 100.2, 'no2': 31.92, 'so2': 24.36, 'soot': 29.47}\n",
            "Transformed: {'no2_normalized': -0.75797844, 'pm10_normalized': 0.34636542, 'so2_normalized': 8.835407, 'soot_normalized': 0.23089029}\n",
            "Raw:  {'pm10': 100.85, 'no2': 33.79, 'so2': 27.89, 'soot': 31.06}\n",
            "Transformed: {'no2_normalized': 1.1120224, 'pm10_normalized': 0.3487651, 'so2_normalized': 12.365406, 'soot_normalized': 0.2465322}\n",
            "Raw:  {'pm10': 83.14, 'no2': 30.3, 'so2': 21.21, 'soot': 34.06}\n",
            "Transformed: {'no2_normalized': -2.3779793, 'pm10_normalized': 0.2833832, 'so2_normalized': 5.6854057, 'soot_normalized': 0.27604526}\n",
            "Raw:  {'pm10': 75.26, 'no2': 39.69, 'so2': 31.67, 'soot': 31.94}\n",
            "Transformed: {'no2_normalized': 7.01202, 'pm10_normalized': 0.25429174, 'so2_normalized': 16.145407, 'soot_normalized': 0.25518936}\n",
            "Raw:  {'pm10': 116.87, 'no2': 54.59, 'so2': 37.47, 'soot': 47.31}\n",
            "Transformed: {'no2_normalized': 21.912022, 'pm10_normalized': 0.40790787, 'so2_normalized': 21.945408, 'soot_normalized': 0.40639448}\n",
            "Raw:  {'pm10': 144.37, 'no2': 49.98, 'so2': 31.37, 'soot': 61.0}\n",
            "Transformed: {'no2_normalized': 17.302021, 'pm10_normalized': 0.50943255, 'so2_normalized': 15.8454075, 'soot_normalized': 0.54107225}\n",
            "Raw:  {'pm10': 119.21, 'no2': 52.08, 'so2': 34.52, 'soot': 46.0}\n",
            "Transformed: {'no2_normalized': 19.402023, 'pm10_normalized': 0.41654667, 'so2_normalized': 18.995407, 'soot_normalized': 0.39350712}\n",
            "Raw:  {'pm10': 38.9, 'no2': 34.64, 'so2': 23.17, 'soot': 18.94}\n",
            "Transformed: {'no2_normalized': 1.9620209, 'pm10_normalized': 0.12005759, 'so2_normalized': 7.6454067, 'soot_normalized': 0.12729956}\n",
            "Raw:  {'pm10': 23.35, 'no2': 21.09, 'so2': 13.36, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -11.587978, 'pm10_normalized': 0.06264998, 'so2_normalized': -2.1645937, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 33.08, 'no2': 22.96, 'so2': 12.56, 'soot': 14.0}\n",
            "Transformed: {'no2_normalized': -9.717979, 'pm10_normalized': 0.09857127, 'so2_normalized': -2.964593, 'soot_normalized': 0.07870142}\n",
            "Raw:  {'pm10': 34.68, 'no2': 23.17, 'so2': 14.92, 'soot': 10.19}\n",
            "Transformed: {'no2_normalized': -9.507978, 'pm10_normalized': 0.10447816, 'so2_normalized': -0.6045933, 'soot_normalized': 0.041219864}\n",
            "Raw:  {'pm10': 29.97, 'no2': 23.37, 'so2': 13.59, 'soot': 13.44}\n",
            "Transformed: {'no2_normalized': -9.307978, 'pm10_normalized': 0.08708975, 'so2_normalized': -1.9345932, 'soot_normalized': 0.07319232}\n",
            "Raw:  {'pm10': 28.81, 'no2': 25.53, 'so2': 12.05, 'soot': 14.38}\n",
            "Transformed: {'no2_normalized': -7.147978, 'pm10_normalized': 0.08280725, 'so2_normalized': -3.4745932, 'soot_normalized': 0.08243974}\n",
            "Raw:  {'pm10': 51.0, 'no2': 32.44, 'so2': 14.95, 'soot': 21.31}\n",
            "Transformed: {'no2_normalized': -0.23797989, 'pm10_normalized': 0.16472846, 'so2_normalized': -0.57459354, 'soot_normalized': 0.15061484}\n",
            "Raw:  {'pm10': 64.36, 'no2': 39.42, 'so2': 19.88, 'soot': 23.5}\n",
            "Transformed: {'no2_normalized': 6.7420197, 'pm10_normalized': 0.21405102, 'so2_normalized': 4.355406, 'soot_normalized': 0.17215936}\n",
            "Raw:  {'pm10': 71.4, 'no2': 35.29, 'so2': 20.79, 'soot': 24.0}\n",
            "Transformed: {'no2_normalized': 2.6120224, 'pm10_normalized': 0.24004136, 'so2_normalized': 5.2654076, 'soot_normalized': 0.1770782}\n",
            "Raw:  {'pm10': 27.01, 'no2': 19.73, 'so2': 13.54, 'soot': 9.4}\n",
            "Transformed: {'no2_normalized': -12.947979, 'pm10_normalized': 0.076162, 'so2_normalized': -1.9845934, 'soot_normalized': 0.0334481}\n",
            "Raw:  {'pm10': 27.71, 'no2': 15.62, 'so2': 12.09, 'soot': 7.93}\n",
            "Transformed: {'no2_normalized': -17.05798, 'pm10_normalized': 0.07874625, 'so2_normalized': -3.4345932, 'soot_normalized': 0.018986717}\n",
            "Raw:  {'pm10': 27.57, 'no2': 21.86, 'so2': 13.89, 'soot': 12.93}\n",
            "Transformed: {'no2_normalized': -10.817978, 'pm10_normalized': 0.078229405, 'so2_normalized': -1.634593, 'soot_normalized': 0.06817511}\n",
            "Raw:  {'pm10': 34.56, 'no2': 24.25, 'so2': 16.09, 'soot': 15.2}\n",
            "Transformed: {'no2_normalized': -8.4279785, 'pm10_normalized': 0.10403515, 'so2_normalized': 0.5654068, 'soot_normalized': 0.090506636}\n",
            "Raw:  {'pm10': 50.36, 'no2': 29.53, 'so2': 17.86, 'soot': 16.73}\n",
            "Transformed: {'no2_normalized': -3.1479778, 'pm10_normalized': 0.1623657, 'so2_normalized': 2.3354073, 'soot_normalized': 0.105558276}\n",
            "Raw:  {'pm10': 62.59, 'no2': 47.55, 'so2': 35.62, 'soot': 29.33}\n",
            "Transformed: {'no2_normalized': 14.872021, 'pm10_normalized': 0.20751652, 'so2_normalized': 20.095406, 'soot_normalized': 0.22951302}\n",
            "Raw:  {'pm10': 39.33, 'no2': 36.86, 'so2': 21.99, 'soot': 21.31}\n",
            "Transformed: {'no2_normalized': 4.182022, 'pm10_normalized': 0.12164507, 'so2_normalized': 6.4654064, 'soot_normalized': 0.15061484}\n",
            "Raw:  {'pm10': 34.0, 'no2': 27.37, 'so2': 15.75, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': -5.3079777, 'pm10_normalized': 0.10196773, 'so2_normalized': 0.22540665, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 62.13, 'no2': 30.36, 'so2': 21.78, 'soot': 14.06}\n",
            "Transformed: {'no2_normalized': -2.317978, 'pm10_normalized': 0.20581828, 'so2_normalized': 6.2554073, 'soot_normalized': 0.07929169}\n",
            "Raw:  {'pm10': 71.39, 'no2': 43.28, 'so2': 27.81, 'soot': 37.94}\n",
            "Transformed: {'no2_normalized': 10.60202, 'pm10_normalized': 0.24000444, 'so2_normalized': 12.285406, 'soot_normalized': 0.31421542}\n",
            "Raw:  {'pm10': 41.16, 'no2': 28.64, 'so2': 21.0, 'soot': 19.88}\n",
            "Transformed: {'no2_normalized': -4.037979, 'pm10_normalized': 0.12840107, 'so2_normalized': 5.4754066, 'soot_normalized': 0.13654695}\n",
            "Raw:  {'pm10': 29.4, 'no2': 17.28, 'so2': 13.38, 'soot': 15.31}\n",
            "Transformed: {'no2_normalized': -15.397978, 'pm10_normalized': 0.08498542, 'so2_normalized': -2.1445932, 'soot_normalized': 0.09158878}\n",
            "Raw:  {'pm10': 41.39, 'no2': 23.95, 'so2': 14.91, 'soot': 18.38}\n",
            "Transformed: {'no2_normalized': -8.727978, 'pm10_normalized': 0.12925018, 'so2_normalized': -0.6145935, 'soot_normalized': 0.12179044}\n",
            "Raw:  {'pm10': 68.06, 'no2': 28.1, 'so2': 22.09, 'soot': 29.87}\n",
            "Transformed: {'no2_normalized': -4.577978, 'pm10_normalized': 0.2277107, 'so2_normalized': 6.565407, 'soot_normalized': 0.23482537}\n",
            "Raw:  {'pm10': 70.73, 'no2': 25.5, 'so2': 29.63, 'soot': 21.2}\n",
            "Transformed: {'no2_normalized': -7.1779785, 'pm10_normalized': 0.23756786, 'so2_normalized': 14.105406, 'soot_normalized': 0.1495327}\n",
            "Raw:  {'pm10': 42.85, 'no2': 15.66, 'so2': 22.95, 'soot': 17.33}\n",
            "Transformed: {'no2_normalized': -17.017979, 'pm10_normalized': 0.13464022, 'so2_normalized': 7.4254074, 'soot_normalized': 0.11146089}\n",
            "Raw:  {'pm10': 57.78, 'no2': 26.59, 'so2': 31.46, 'soot': 21.27}\n",
            "Transformed: {'no2_normalized': -6.0879784, 'pm10_normalized': 0.18975891, 'so2_normalized': 15.935406, 'soot_normalized': 0.15022135}\n",
            "Raw:  {'pm10': 68.47, 'no2': 31.28, 'so2': 27.03, 'soot': 26.2}\n",
            "Transformed: {'no2_normalized': -1.3979778, 'pm10_normalized': 0.22922435, 'so2_normalized': 11.505407, 'soot_normalized': 0.1987211}\n",
            "Raw:  {'pm10': 72.22, 'no2': 18.45, 'so2': 26.05, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': -14.227978, 'pm10_normalized': 0.24306865, 'so2_normalized': 10.525406, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 54.96, 'no2': 26.55, 'so2': 32.91, 'soot': 22.6}\n",
            "Transformed: {'no2_normalized': -6.1279793, 'pm10_normalized': 0.17934802, 'so2_normalized': 17.385406, 'soot_normalized': 0.16330545}\n",
            "Raw:  {'pm10': 67.56, 'no2': 26.57, 'so2': 33.09, 'soot': 24.19}\n",
            "Transformed: {'no2_normalized': -6.107979, 'pm10_normalized': 0.2258648, 'so2_normalized': 17.565407, 'soot_normalized': 0.17894736}\n",
            "Raw:  {'pm10': 81.73, 'no2': 26.84, 'so2': 20.93, 'soot': 26.0}\n",
            "Transformed: {'no2_normalized': -5.8379784, 'pm10_normalized': 0.27817774, 'so2_normalized': 5.405407, 'soot_normalized': 0.19675356}\n",
            "Raw:  {'pm10': 71.05, 'no2': 23.05, 'so2': 26.79, 'soot': 23.73}\n",
            "Transformed: {'no2_normalized': -9.627979, 'pm10_normalized': 0.23874924, 'so2_normalized': 11.265408, 'soot_normalized': 0.17442203}\n",
            "Raw:  {'pm10': 92.5, 'no2': 27.21, 'so2': 33.8, 'soot': 25.56}\n",
            "Transformed: {'no2_normalized': -5.4679794, 'pm10_normalized': 0.3179385, 'so2_normalized': 18.275406, 'soot_normalized': 0.19242497}\n",
            "Raw:  {'pm10': 96.93, 'no2': 32.09, 'so2': 35.73, 'soot': 29.75}\n",
            "Transformed: {'no2_normalized': -0.58797836, 'pm10_normalized': 0.33429322, 'so2_normalized': 20.205406, 'soot_normalized': 0.23364484}\n",
            "Raw:  {'pm10': 63.3, 'no2': 32.06, 'so2': 49.57, 'soot': 18.5}\n",
            "Transformed: {'no2_normalized': -0.61797714, 'pm10_normalized': 0.2101377, 'so2_normalized': 34.045406, 'soot_normalized': 0.12297097}\n",
            "Raw:  {'pm10': 201.97, 'no2': 58.73, 'so2': 67.16, 'soot': 46.07}\n",
            "Transformed: {'no2_normalized': 26.052021, 'pm10_normalized': 0.7220807, 'so2_normalized': 51.63541, 'soot_normalized': 0.39419574}\n",
            "Raw:  {'pm10': 174.86, 'no2': 49.76, 'so2': 67.82, 'soot': 34.33}\n",
            "Transformed: {'no2_normalized': 17.08202, 'pm10_normalized': 0.62199575, 'so2_normalized': 52.295406, 'soot_normalized': 0.27870142}\n",
            "Raw:  {'pm10': 41.47, 'no2': 23.59, 'so2': 31.24, 'soot': 15.4}\n",
            "Transformed: {'no2_normalized': -9.087978, 'pm10_normalized': 0.12954554, 'so2_normalized': 15.715406, 'soot_normalized': 0.09247417}\n",
            "Raw:  {'pm10': 88.0, 'no2': 32.16, 'so2': 46.13, 'soot': 22.8}\n",
            "Transformed: {'no2_normalized': -0.51797867, 'pm10_normalized': 0.30132538, 'so2_normalized': 30.605408, 'soot_normalized': 0.16527298}\n",
            "Raw:  {'pm10': 144.42, 'no2': 40.64, 'so2': 41.16, 'soot': 30.47}\n",
            "Transformed: {'no2_normalized': 7.962021, 'pm10_normalized': 0.50961715, 'so2_normalized': 25.635406, 'soot_normalized': 0.24072796}\n",
            "Raw:  {'pm10': 105.0, 'no2': 58.33, 'so2': 43.09, 'soot': 40.77}\n",
            "Transformed: {'no2_normalized': 25.652023, 'pm10_normalized': 0.3640861, 'so2_normalized': 27.565407, 'soot_normalized': 0.34205607}\n",
            "Raw:  {'pm10': 53.11, 'no2': 34.79, 'so2': 40.38, 'soot': 21.79}\n",
            "Transformed: {'no2_normalized': 2.1120224, 'pm10_normalized': 0.17251818, 'so2_normalized': 24.855408, 'soot_normalized': 0.15533695}\n",
            "Raw:  {'pm10': 31.04, 'no2': 18.95, 'so2': 21.82, 'soot': 17.31}\n",
            "Transformed: {'no2_normalized': -13.727978, 'pm10_normalized': 0.09103998, 'so2_normalized': 6.2954063, 'soot_normalized': 0.11126413}\n",
            "Raw:  {'pm10': 40.69, 'no2': 27.35, 'so2': 21.47, 'soot': 18.67}\n",
            "Transformed: {'no2_normalized': -5.327978, 'pm10_normalized': 0.12666592, 'so2_normalized': 5.945406, 'soot_normalized': 0.12464338}\n",
            "Raw:  {'pm10': 60.83, 'no2': 44.38, 'so2': 28.48, 'soot': 36.75}\n",
            "Transformed: {'no2_normalized': 11.702023, 'pm10_normalized': 0.20101894, 'so2_normalized': 12.955406, 'soot_normalized': 0.3025086}\n",
            "Raw:  {'pm10': 110.9, 'no2': 65.3, 'so2': 39.67, 'soot': 44.08}\n",
            "Transformed: {'no2_normalized': 32.622025, 'pm10_normalized': 0.38586777, 'so2_normalized': 24.145405, 'soot_normalized': 0.3746188}\n",
            "Raw:  {'pm10': 102.5, 'no2': 64.84, 'so2': 29.96, 'soot': 37.64}\n",
            "Transformed: {'no2_normalized': 32.162018, 'pm10_normalized': 0.35485658, 'so2_normalized': 14.435406, 'soot_normalized': 0.31126413}\n",
            "Raw:  {'pm10': 101.46, 'no2': 46.0, 'so2': 25.01, 'soot': 29.92}\n",
            "Transformed: {'no2_normalized': 13.3220215, 'pm10_normalized': 0.3510171, 'so2_normalized': 9.485407, 'soot_normalized': 0.23531725}\n",
            "Raw:  {'pm10': 173.69, 'no2': 49.28, 'so2': 26.97, 'soot': 32.67}\n",
            "Transformed: {'no2_normalized': 16.60202, 'pm10_normalized': 0.6176764, 'so2_normalized': 11.445406, 'soot_normalized': 0.26237085}\n",
            "Raw:  {'pm10': 134.14, 'no2': 47.18, 'so2': 53.66, 'soot': 34.25}\n",
            "Transformed: {'no2_normalized': 14.502022, 'pm10_normalized': 0.47166538, 'so2_normalized': 38.135406, 'soot_normalized': 0.2779144}\n",
            "Raw:  {'pm10': 80.0, 'no2': 48.65, 'so2': 37.95, 'soot': 35.56}\n",
            "Transformed: {'no2_normalized': 15.972023, 'pm10_normalized': 0.2717909, 'so2_normalized': 22.425407, 'soot_normalized': 0.29080176}\n",
            "Raw:  {'pm10': 52.99, 'no2': 50.71, 'so2': 27.39, 'soot': 37.0}\n",
            "Transformed: {'no2_normalized': 18.03202, 'pm10_normalized': 0.17207517, 'so2_normalized': 11.865406, 'soot_normalized': 0.304968}\n",
            "Raw:  {'pm10': 52.11, 'no2': 39.55, 'so2': 22.96, 'soot': 29.0}\n",
            "Transformed: {'no2_normalized': 6.8720207, 'pm10_normalized': 0.16882637, 'so2_normalized': 7.4354057, 'soot_normalized': 0.2262666}\n",
            "Raw:  {'pm10': 39.97, 'no2': 27.15, 'so2': 20.91, 'soot': 24.06}\n",
            "Transformed: {'no2_normalized': -5.527979, 'pm10_normalized': 0.12400783, 'so2_normalized': 5.3854065, 'soot_normalized': 0.17766845}\n",
            "Raw:  {'pm10': 43.47, 'no2': 35.28, 'so2': 18.95, 'soot': 24.14}\n",
            "Transformed: {'no2_normalized': 2.6020203, 'pm10_normalized': 0.13692915, 'so2_normalized': 3.4254074, 'soot_normalized': 0.17845547}\n",
            "Raw:  {'pm10': 41.07, 'no2': 34.2, 'so2': 19.52, 'soot': 20.86}\n",
            "Transformed: {'no2_normalized': 1.5220222, 'pm10_normalized': 0.1280688, 'so2_normalized': 3.995407, 'soot_normalized': 0.1461879}\n",
            "Raw:  {'pm10': 56.77, 'no2': 40.15, 'so2': 25.82, 'soot': 29.5}\n",
            "Transformed: {'no2_normalized': 7.472023, 'pm10_normalized': 0.1860302, 'so2_normalized': 10.295406, 'soot_normalized': 0.23118542}\n",
            "Raw:  {'pm10': 74.97, 'no2': 35.55, 'so2': 25.27, 'soot': 18.23}\n",
            "Transformed: {'no2_normalized': 2.8720207, 'pm10_normalized': 0.25322112, 'so2_normalized': 9.745407, 'soot_normalized': 0.12031479}\n",
            "Raw:  {'pm10': 79.61, 'no2': 30.14, 'so2': 19.84, 'soot': 18.23}\n",
            "Transformed: {'no2_normalized': -2.5379791, 'pm10_normalized': 0.2703511, 'so2_normalized': 4.315407, 'soot_normalized': 0.12031479}\n",
            "Raw:  {'pm10': 79.07, 'no2': 36.97, 'so2': 21.44, 'soot': 17.54}\n",
            "Transformed: {'no2_normalized': 4.2920227, 'pm10_normalized': 0.26835752, 'so2_normalized': 5.915407, 'soot_normalized': 0.113526806}\n",
            "Raw:  {'pm10': 43.94, 'no2': 33.63, 'so2': 27.54, 'soot': 14.69}\n",
            "Transformed: {'no2_normalized': 0.95202255, 'pm10_normalized': 0.13866429, 'so2_normalized': 12.015408, 'soot_normalized': 0.085489415}\n",
            "Raw:  {'pm10': 50.16, 'no2': 34.64, 'so2': 23.56, 'soot': 18.92}\n",
            "Transformed: {'no2_normalized': 1.9620209, 'pm10_normalized': 0.16162734, 'so2_normalized': 8.035406, 'soot_normalized': 0.12710279}\n",
            "Raw:  {'pm10': 43.99, 'no2': 32.87, 'so2': 25.48, 'soot': 15.54}\n",
            "Transformed: {'no2_normalized': 0.19202042, 'pm10_normalized': 0.1388489, 'so2_normalized': 9.955406, 'soot_normalized': 0.09385145}\n",
            "Raw:  {'pm10': 56.96, 'no2': 33.33, 'so2': 38.19, 'soot': 22.31}\n",
            "Transformed: {'no2_normalized': 0.6520233, 'pm10_normalized': 0.18673164, 'so2_normalized': 22.665405, 'soot_normalized': 0.16045251}\n",
            "Raw:  {'pm10': 68.88, 'no2': 37.96, 'so2': 28.58, 'soot': 38.08}\n",
            "Transformed: {'no2_normalized': 5.2820206, 'pm10_normalized': 0.23073798, 'so2_normalized': 13.055407, 'soot_normalized': 0.3155927}\n",
            "Raw:  {'pm10': 76.53, 'no2': 35.26, 'so2': 24.18, 'soot': 33.62}\n",
            "Transformed: {'no2_normalized': 2.5820198, 'pm10_normalized': 0.25898033, 'so2_normalized': 8.655407, 'soot_normalized': 0.27171665}\n",
            "Raw:  {'pm10': 85.45, 'no2': 29.76, 'so2': 21.18, 'soot': 33.62}\n",
            "Transformed: {'no2_normalized': -2.9179783, 'pm10_normalized': 0.29191124, 'so2_normalized': 5.655407, 'soot_normalized': 0.27171665}\n",
            "Raw:  {'pm10': 41.03, 'no2': 23.57, 'so2': 15.09, 'soot': 22.57}\n",
            "Transformed: {'no2_normalized': -9.107979, 'pm10_normalized': 0.12792113, 'so2_normalized': -0.4345932, 'soot_normalized': 0.16301031}\n",
            "Raw:  {'pm10': 60.4, 'no2': 32.29, 'so2': 21.15, 'soot': 30.71}\n",
            "Transformed: {'no2_normalized': -0.3879776, 'pm10_normalized': 0.19943146, 'so2_normalized': 5.6254063, 'soot_normalized': 0.243089}\n",
            "Raw:  {'pm10': 39.13, 'no2': 27.11, 'so2': 20.81, 'soot': 20.92}\n",
            "Transformed: {'no2_normalized': -5.567978, 'pm10_normalized': 0.12090671, 'so2_normalized': 5.285406, 'soot_normalized': 0.14677815}\n",
            "Raw:  {'pm10': 45.47, 'no2': 32.9, 'so2': 24.14, 'soot': 25.23}\n",
            "Transformed: {'no2_normalized': 0.22202301, 'pm10_normalized': 0.14431277, 'so2_normalized': 8.615406, 'soot_normalized': 0.18917854}\n",
            "Raw:  {'pm10': 67.0, 'no2': 71.83, 'so2': 60.76, 'soot': 41.62}\n",
            "Transformed: {'no2_normalized': 39.152023, 'pm10_normalized': 0.22379738, 'so2_normalized': 45.235405, 'soot_normalized': 0.35041806}\n",
            "Raw:  {'pm10': 70.7, 'no2': 63.63, 'so2': 49.19, 'soot': 43.38}\n",
            "Transformed: {'no2_normalized': 30.952023, 'pm10_normalized': 0.23745708, 'so2_normalized': 33.665405, 'soot_normalized': 0.3677324}\n",
            "Raw:  {'pm10': 47.91, 'no2': 49.18, 'so2': 28.01, 'soot': 26.31}\n",
            "Transformed: {'no2_normalized': 16.502022, 'pm10_normalized': 0.15332077, 'so2_normalized': 12.485407, 'soot_normalized': 0.19980323}\n",
            "Raw:  {'pm10': 63.11, 'no2': 47.71, 'so2': 33.7, 'soot': 27.15}\n",
            "Transformed: {'no2_normalized': 15.032021, 'pm10_normalized': 0.20943625, 'so2_normalized': 18.175407, 'soot_normalized': 0.20806688}\n",
            "Raw:  {'pm10': 46.9, 'no2': 34.44, 'so2': 24.23, 'soot': 27.0}\n",
            "Transformed: {'no2_normalized': 1.7620201, 'pm10_normalized': 0.14959206, 'so2_normalized': 8.705406, 'soot_normalized': 0.20659123}\n",
            "Raw:  {'pm10': 64.93, 'no2': 49.45, 'so2': 25.12, 'soot': 40.38}\n",
            "Transformed: {'no2_normalized': 16.772022, 'pm10_normalized': 0.21615535, 'so2_normalized': 9.5954075, 'soot_normalized': 0.33821937}\n",
            "Raw:  {'pm10': 92.93, 'no2': 58.29, 'so2': 31.21, 'soot': 46.62}\n",
            "Transformed: {'no2_normalized': 25.612022, 'pm10_normalized': 0.319526, 'so2_normalized': 15.685406, 'soot_normalized': 0.39960647}\n",
            "Raw:  {'pm10': 87.24, 'no2': 63.39, 'so2': 39.89, 'soot': 45.69}\n",
            "Transformed: {'no2_normalized': 30.71202, 'pm10_normalized': 0.29851958, 'so2_normalized': 24.365406, 'soot_normalized': 0.39045742}\n",
            "Raw:  {'pm10': 80.27, 'no2': 59.77, 'so2': 30.02, 'soot': 44.23}\n",
            "Transformed: {'no2_normalized': 27.092022, 'pm10_normalized': 0.2727877, 'so2_normalized': 14.495407, 'soot_normalized': 0.3760944}\n",
            "Raw:  {'pm10': 61.31, 'no2': 41.31, 'so2': 20.25, 'soot': 29.46}\n",
            "Transformed: {'no2_normalized': 8.632023, 'pm10_normalized': 0.202791, 'so2_normalized': 4.7254066, 'soot_normalized': 0.23079191}\n",
            "Raw:  {'pm10': 53.41, 'no2': 24.11, 'so2': 14.89, 'soot': 20.46}\n",
            "Transformed: {'no2_normalized': -8.567978, 'pm10_normalized': 0.17362572, 'so2_normalized': -0.634593, 'soot_normalized': 0.14225282}\n",
            "Raw:  {'pm10': 84.44, 'no2': 29.23, 'so2': 20.0, 'soot': 23.83}\n",
            "Transformed: {'no2_normalized': -3.447979, 'pm10_normalized': 0.28818253, 'so2_normalized': 4.4754066, 'soot_normalized': 0.17540579}\n",
            "Raw:  {'pm10': 54.76, 'no2': 36.39, 'so2': 16.62, 'soot': 27.25}\n",
            "Transformed: {'no2_normalized': 3.7120209, 'pm10_normalized': 0.17860965, 'so2_normalized': 1.0954075, 'soot_normalized': 0.20905066}\n",
            "Raw:  {'pm10': 45.5, 'no2': 28.88, 'so2': 20.03, 'soot': 25.23}\n",
            "Transformed: {'no2_normalized': -3.7979794, 'pm10_normalized': 0.14442351, 'so2_normalized': 4.5054073, 'soot_normalized': 0.18917854}\n",
            "Raw:  {'pm10': 29.25, 'no2': 22.92, 'so2': 14.43, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': -9.757978, 'pm10_normalized': 0.08443164, 'so2_normalized': -1.094593, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 33.33, 'no2': 29.6, 'so2': 28.02, 'soot': 21.38}\n",
            "Transformed: {'no2_normalized': -3.0779781, 'pm10_normalized': 0.09949423, 'so2_normalized': 12.495407, 'soot_normalized': 0.15130347}\n",
            "Raw:  {'pm10': 32.73, 'no2': 19.66, 'so2': 9.53, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': -13.017979, 'pm10_normalized': 0.09727913, 'so2_normalized': -5.9945936, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 43.52, 'no2': 31.18, 'so2': 14.2, 'soot': 28.62}\n",
            "Transformed: {'no2_normalized': -1.4979782, 'pm10_normalized': 0.13711374, 'so2_normalized': -1.3245935, 'soot_normalized': 0.22252828}\n",
            "Raw:  {'pm10': 47.77, 'no2': 43.66, 'so2': 16.47, 'soot': 43.54}\n",
            "Transformed: {'no2_normalized': 10.982021, 'pm10_normalized': 0.15280393, 'so2_normalized': 0.94540596, 'soot_normalized': 0.36930642}\n",
            "Raw:  {'pm10': 58.57, 'no2': 32.77, 'so2': 12.75, 'soot': 37.42}\n",
            "Transformed: {'no2_normalized': 0.09202194, 'pm10_normalized': 0.19267544, 'so2_normalized': -2.7745934, 'soot_normalized': 0.30909982}\n",
            "Raw:  {'pm10': 55.78, 'no2': 34.19, 'so2': 12.35, 'soot': 43.09}\n",
            "Transformed: {'no2_normalized': 1.5120201, 'pm10_normalized': 0.1823753, 'so2_normalized': -3.174593, 'soot_normalized': 0.36487946}\n",
            "Raw:  {'pm10': 53.38, 'no2': 28.84, 'so2': 10.94, 'soot': 32.18}\n",
            "Transformed: {'no2_normalized': -3.8379784, 'pm10_normalized': 0.17351496, 'so2_normalized': -4.584594, 'soot_normalized': 0.25755042}\n",
            "Raw:  {'pm10': 33.85, 'no2': 25.54, 'so2': 14.04, 'soot': 25.25}\n",
            "Transformed: {'no2_normalized': -7.1379776, 'pm10_normalized': 0.10141395, 'so2_normalized': -1.4845934, 'soot_normalized': 0.1893753}\n",
            "Raw:  {'pm10': 22.18, 'no2': 18.85, 'so2': 9.44, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': -13.827978, 'pm10_normalized': 0.058330566, 'so2_normalized': -6.084594, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 34.13, 'no2': 28.95, 'so2': 11.81, 'soot': 16.17}\n",
            "Transformed: {'no2_normalized': -3.7279778, 'pm10_normalized': 0.102447666, 'so2_normalized': -3.714593, 'soot_normalized': 0.10004918}\n",
            "Raw:  {'pm10': 40.17, 'no2': 36.7, 'so2': 17.72, 'soot': 17.91}\n",
            "Transformed: {'no2_normalized': 4.0220222, 'pm10_normalized': 0.12474617, 'so2_normalized': 2.195406, 'soot_normalized': 0.11716674}\n",
            "Raw:  {'pm10': 28.33, 'no2': 27.99, 'so2': 15.72, 'soot': 12.75}\n",
            "Transformed: {'no2_normalized': -4.6879787, 'pm10_normalized': 0.08103518, 'so2_normalized': 0.19540691, 'soot_normalized': 0.06640433}\n",
            "Raw:  {'pm10': 26.7, 'no2': 26.36, 'so2': 13.79, 'soot': 7.08}\n",
            "Transformed: {'no2_normalized': -6.317978, 'pm10_normalized': 0.075017534, 'so2_normalized': -1.7345934, 'soot_normalized': 0.010624691}\n",
            "Raw:  {'pm10': 30.65, 'no2': 25.66, 'so2': 12.82, 'soot': 8.92}\n",
            "Transformed: {'no2_normalized': -7.0179787, 'pm10_normalized': 0.089600176, 'so2_normalized': -2.7045937, 'soot_normalized': 0.028726019}\n",
            "Raw:  {'pm10': 38.6, 'no2': 22.62, 'so2': 11.59, 'soot': 6.0}\n",
            "Transformed: {'no2_normalized': -10.057978, 'pm10_normalized': 0.11895004, 'so2_normalized': -3.9345932, 'soot_normalized': 0.0}\n",
            "Raw:  {'pm10': 56.3, 'no2': 21.13, 'so2': 10.56, 'soot': 6.25}\n",
            "Transformed: {'no2_normalized': -11.547979, 'pm10_normalized': 0.18429504, 'so2_normalized': -4.964593, 'soot_normalized': 0.0024594194}\n",
            "Raw:  {'pm10': 26.75, 'no2': 29.58, 'so2': 14.62, 'soot': 8.0}\n",
            "Transformed: {'no2_normalized': -3.0979786, 'pm10_normalized': 0.07520212, 'so2_normalized': -0.90459347, 'soot_normalized': 0.019675355}\n",
            "Raw:  {'pm10': 34.17, 'no2': 21.93, 'so2': 11.73, 'soot': 6.1}\n",
            "Transformed: {'no2_normalized': -10.747978, 'pm10_normalized': 0.10259533, 'so2_normalized': -3.7945938, 'soot_normalized': 0.0009837669}\n",
            "Raw:  {'pm10': 51.24, 'no2': 20.15, 'so2': 10.17, 'soot': 10.9}\n",
            "Transformed: {'no2_normalized': -12.527979, 'pm10_normalized': 0.1656145, 'so2_normalized': -5.3545933, 'soot_normalized': 0.048204616}\n",
            "Raw:  {'pm10': 41.73, 'no2': 40.15, 'so2': 19.05, 'soot': 19.45}\n",
            "Transformed: {'no2_normalized': 7.472023, 'pm10_normalized': 0.1305054, 'so2_normalized': 3.525406, 'soot_normalized': 0.13231677}\n",
            "Raw:  {'pm10': 31.2, 'no2': 47.79, 'so2': 14.31, 'soot': 24.33}\n",
            "Transformed: {'no2_normalized': 15.112022, 'pm10_normalized': 0.09163067, 'so2_normalized': -1.2145929, 'soot_normalized': 0.18032463}\n",
            "Raw:  {'pm10': 23.1, 'no2': 32.73, 'so2': 14.36, 'soot': 13.25}\n",
            "Transformed: {'no2_normalized': 0.052021027, 'pm10_normalized': 0.061727032, 'so2_normalized': -1.1645937, 'soot_normalized': 0.071323164}\n",
            "Raw:  {'pm10': 24.07, 'no2': 31.45, 'so2': 15.47, 'soot': 13.75}\n",
            "Transformed: {'no2_normalized': -1.2279778, 'pm10_normalized': 0.06530808, 'so2_normalized': -0.054593086, 'soot_normalized': 0.076242}\n",
            "Raw:  {'pm10': 36.7, 'no2': 27.47, 'so2': 12.03, 'soot': 13.9}\n",
            "Transformed: {'no2_normalized': -5.207979, 'pm10_normalized': 0.111935616, 'so2_normalized': -3.4945936, 'soot_normalized': 0.07771765}\n",
            "Raw:  {'pm10': 25.87, 'no2': 25.68, 'so2': 11.96, 'soot': 10.8}\n",
            "Transformed: {'no2_normalized': -6.997978, 'pm10_normalized': 0.07195334, 'so2_normalized': -3.5645933, 'soot_normalized': 0.047220856}\n",
            "Raw:  {'pm10': 25.12, 'no2': 29.7, 'so2': 11.34, 'soot': 11.4}\n",
            "Transformed: {'no2_normalized': -2.9779778, 'pm10_normalized': 0.06918448, 'so2_normalized': -4.184593, 'soot_normalized': 0.053123455}\n",
            "Raw:  {'pm10': 31.5, 'no2': 38.74, 'so2': 19.12, 'soot': 16.73}\n",
            "Transformed: {'no2_normalized': 6.062023, 'pm10_normalized': 0.09273821, 'so2_normalized': 3.5954075, 'soot_normalized': 0.105558276}\n",
            "Raw:  {'pm10': 30.08, 'no2': 35.18, 'so2': 17.16, 'soot': 15.9}\n",
            "Transformed: {'no2_normalized': 2.5020218, 'pm10_normalized': 0.08749585, 'so2_normalized': 1.6354065, 'soot_normalized': 0.097393006}\n",
            "Raw:  {'pm10': 31.32, 'no2': 38.85, 'so2': 10.4, 'soot': 10.4}\n",
            "Transformed: {'no2_normalized': 6.17202, 'pm10_normalized': 0.09207369, 'so2_normalized': -5.1245937, 'soot_normalized': 0.04328578}\n",
            "Raw:  {'pm10': 35.5, 'no2': 33.68, 'so2': 6.74, 'soot': 10.91}\n",
            "Transformed: {'no2_normalized': 1.0020218, 'pm10_normalized': 0.10750544, 'so2_normalized': -8.784594, 'soot_normalized': 0.048302997}\n",
            "Raw:  {'pm10': 35.3, 'no2': 35.77, 'so2': 9.61, 'soot': 7.45}\n",
            "Transformed: {'no2_normalized': 3.092022, 'pm10_normalized': 0.10676707, 'so2_normalized': -5.9145937, 'soot_normalized': 0.014264631}\n",
            "Raw:  {'pm10': 30.57, 'no2': 28.67, 'so2': 9.86, 'soot': 6.18}\n",
            "Transformed: {'no2_normalized': -4.0079784, 'pm10_normalized': 0.08930483, 'so2_normalized': -5.6645937, 'soot_normalized': 0.0017707803}\n",
            "Raw:  {'pm10': 35.07, 'no2': 42.08, 'so2': 16.41, 'soot': 14.67}\n",
            "Transformed: {'no2_normalized': 9.402023, 'pm10_normalized': 0.10591796, 'so2_normalized': 0.8854065, 'soot_normalized': 0.08529267}\n",
            "Raw:  {'pm10': 38.1, 'no2': 43.26, 'so2': 24.85, 'soot': 12.82}\n",
            "Transformed: {'no2_normalized': 10.58202, 'pm10_normalized': 0.117104135, 'so2_normalized': 9.325407, 'soot_normalized': 0.06709296}\n",
            "Raw:  {'pm10': 27.45, 'no2': 54.04, 'so2': 14.71, 'soot': 14.33}\n",
            "Transformed: {'no2_normalized': 21.362022, 'pm10_normalized': 0.07778639, 'so2_normalized': -0.8145933, 'soot_normalized': 0.081947856}\n",
            "Raw:  {'pm10': 31.03, 'no2': 49.13, 'so2': 17.84, 'soot': 11.33}\n",
            "Transformed: {'no2_normalized': 16.452023, 'pm10_normalized': 0.09100307, 'so2_normalized': 2.3154068, 'soot_normalized': 0.05243482}\n",
            "Raw:  {'pm10': 22.81, 'no2': 36.58, 'so2': 17.29, 'soot': 8.67}\n",
            "Transformed: {'no2_normalized': 3.9020233, 'pm10_normalized': 0.060656406, 'so2_normalized': 1.7654076, 'soot_normalized': 0.026266601}\n",
            "Raw:  {'pm10': 24.29, 'no2': 33.18, 'so2': 13.18, 'soot': 9.5}\n",
            "Transformed: {'no2_normalized': 0.5020218, 'pm10_normalized': 0.06612028, 'so2_normalized': -2.344593, 'soot_normalized': 0.03443187}\n",
            "Raw:  {'pm10': 17.79, 'no2': 27.28, 'so2': 11.14, 'soot': 7.83}\n",
            "Transformed: {'no2_normalized': -5.397978, 'pm10_normalized': 0.04212353, 'so2_normalized': -4.384593, 'soot_normalized': 0.01800295}\n",
            "Raw:  {'pm10': 25.61, 'no2': 42.23, 'so2': 12.67, 'soot': 12.15}\n",
            "Transformed: {'no2_normalized': 9.552021, 'pm10_normalized': 0.07099346, 'so2_normalized': -2.8545933, 'soot_normalized': 0.060501713}\n",
            "Raw:  {'pm10': 33.19, 'no2': 51.94, 'so2': 14.96, 'soot': 13.08}\n",
            "Transformed: {'no2_normalized': 19.26202, 'pm10_normalized': 0.09897736, 'so2_normalized': -0.5645933, 'soot_normalized': 0.069650754}\n",
            "Raw:  {'pm10': 37.19, 'no2': 54.01, 'so2': 15.25, 'soot': 19.54}\n",
            "Transformed: {'no2_normalized': 21.33202, 'pm10_normalized': 0.113744594, 'so2_normalized': -0.27459335, 'soot_normalized': 0.13320217}\n",
            "Raw:  {'pm10': 47.67, 'no2': 49.9, 'so2': 18.22, 'soot': 20.08}\n",
            "Transformed: {'no2_normalized': 17.222023, 'pm10_normalized': 0.15243474, 'so2_normalized': 2.695406, 'soot_normalized': 0.1385145}\n",
            "Raw:  {'pm10': 19.57, 'no2': 21.18, 'so2': 11.02, 'soot': 6.92}\n",
            "Transformed: {'no2_normalized': -11.497978, 'pm10_normalized': 0.048694946, 'so2_normalized': -4.504593, 'soot_normalized': 0.0090506645}\n",
            "Raw:  {'pm10': 18.99, 'no2': 32.79, 'so2': 10.88, 'soot': 10.92}\n",
            "Transformed: {'no2_normalized': 0.1120224, 'pm10_normalized': 0.046553697, 'so2_normalized': -4.6445932, 'soot_normalized': 0.048401374}\n",
            "Raw:  {'pm10': 16.8, 'no2': 29.41, 'so2': 10.94, 'soot': 11.38}\n",
            "Transformed: {'no2_normalized': -3.2679787, 'pm10_normalized': 0.038468633, 'so2_normalized': -4.584594, 'soot_normalized': 0.052926708}\n",
            "Raw:  {'pm10': 25.14, 'no2': 36.21, 'so2': 12.02, 'soot': 11.85}\n",
            "Transformed: {'no2_normalized': 3.5320206, 'pm10_normalized': 0.06925831, 'so2_normalized': -3.504593, 'soot_normalized': 0.05755042}\n",
            "Raw:  {'pm10': 23.93, 'no2': 36.05, 'so2': 11.28, 'soot': 12.54}\n",
            "Transformed: {'no2_normalized': 3.3720207, 'pm10_normalized': 0.064791225, 'so2_normalized': -4.2445936, 'soot_normalized': 0.06433841}\n",
            "Raw:  {'pm10': 27.27, 'no2': 38.98, 'so2': 12.26, 'soot': 17.54}\n",
            "Transformed: {'no2_normalized': 6.302021, 'pm10_normalized': 0.07712186, 'so2_normalized': -3.2645931, 'soot_normalized': 0.113526806}\n",
            "Raw:  {'pm10': 35.89, 'no2': 51.6, 'so2': 16.04, 'soot': 22.69}\n",
            "Transformed: {'no2_normalized': 18.92202, 'pm10_normalized': 0.10894524, 'so2_normalized': 0.51540756, 'soot_normalized': 0.16419084}\n",
            "Raw:  {'pm10': 33.45, 'no2': 43.46, 'so2': 14.46, 'soot': 20.38}\n",
            "Transformed: {'no2_normalized': 10.782021, 'pm10_normalized': 0.09993724, 'so2_normalized': -1.0645933, 'soot_normalized': 0.1414658}\n",
            "Raw:  {'pm10': 32.93, 'no2': 29.43, 'so2': 16.74, 'soot': 18.57}\n",
            "Transformed: {'no2_normalized': -3.2479782, 'pm10_normalized': 0.0980175, 'so2_normalized': 1.2154064, 'soot_normalized': 0.1236596}\n",
            "Raw:  {'pm10': 37.45, 'no2': 31.09, 'so2': 15.16, 'soot': 18.17}\n",
            "Transformed: {'no2_normalized': -1.5879784, 'pm10_normalized': 0.11470447, 'so2_normalized': -0.3645935, 'soot_normalized': 0.11972454}\n",
            "Raw:  {'pm10': 31.97, 'no2': 31.0, 'so2': 13.86, 'soot': 20.38}\n",
            "Transformed: {'no2_normalized': -1.6779785, 'pm10_normalized': 0.09447336, 'so2_normalized': -1.6645937, 'soot_normalized': 0.1414658}\n",
            "Raw:  {'pm10': 32.67, 'no2': 34.61, 'so2': 13.66, 'soot': 19.23}\n",
            "Transformed: {'no2_normalized': 1.9320221, 'pm10_normalized': 0.09705762, 'so2_normalized': -1.8645935, 'soot_normalized': 0.13015248}\n",
            "Raw:  {'pm10': 31.14, 'no2': 32.76, 'so2': 13.11, 'soot': 18.17}\n",
            "Transformed: {'no2_normalized': 0.082019806, 'pm10_normalized': 0.091409154, 'so2_normalized': -2.4145937, 'soot_normalized': 0.11972454}\n",
            "Raw:  {'pm10': 37.44, 'no2': 34.52, 'so2': 14.34, 'soot': 14.92}\n",
            "Transformed: {'no2_normalized': 1.842022, 'pm10_normalized': 0.11466754, 'so2_normalized': -1.1845932, 'soot_normalized': 0.08775209}\n",
            "Raw:  {'pm10': 26.54, 'no2': 33.71, 'so2': 13.76, 'soot': 13.33}\n",
            "Transformed: {'no2_normalized': 1.0320206, 'pm10_normalized': 0.074426845, 'so2_normalized': -1.7645931, 'soot_normalized': 0.072110176}\n",
            "Raw:  {'pm10': 25.3, 'no2': 37.42, 'so2': 14.97, 'soot': 14.33}\n",
            "Transformed: {'no2_normalized': 4.7420197, 'pm10_normalized': 0.069849, 'so2_normalized': -0.5545931, 'soot_normalized': 0.081947856}\n",
            "Raw:  {'pm10': 19.87, 'no2': 27.87, 'so2': 14.78, 'soot': 14.44}\n",
            "Transformed: {'no2_normalized': -4.8079777, 'pm10_normalized': 0.04980249, 'so2_normalized': -0.7445936, 'soot_normalized': 0.08302999}\n",
            "Raw:  {'pm10': 26.63, 'no2': 47.07, 'so2': 16.28, 'soot': 9.36}\n",
            "Transformed: {'no2_normalized': 14.392021, 'pm10_normalized': 0.07475911, 'so2_normalized': 0.75540733, 'soot_normalized': 0.033054594}\n",
            "Raw:  {'pm10': 30.06, 'no2': 42.97, 'so2': 14.41, 'soot': 10.0}\n",
            "Transformed: {'no2_normalized': 10.292023, 'pm10_normalized': 0.08742201, 'so2_normalized': -1.1145935, 'soot_normalized': 0.03935071}\n",
            "Raw:  {'pm10': 25.21, 'no2': 35.51, 'so2': 15.66, 'soot': 14.23}\n",
            "Transformed: {'no2_normalized': 2.8320198, 'pm10_normalized': 0.06951673, 'so2_normalized': 0.1354065, 'soot_normalized': 0.08096408}\n",
            "Raw:  {'pm10': 31.7, 'no2': 35.43, 'so2': 14.25, 'soot': 13.85}\n",
            "Transformed: {'no2_normalized': 2.7520218, 'pm10_normalized': 0.09347657, 'so2_normalized': -1.2745934, 'soot_normalized': 0.077225775}\n",
            "Raw:  {'pm10': 26.99, 'no2': 34.48, 'so2': 16.24, 'soot': 19.31}\n",
            "Transformed: {'no2_normalized': 1.802021, 'pm10_normalized': 0.07608816, 'so2_normalized': 0.7154064, 'soot_normalized': 0.13093948}\n",
            "Raw:  {'pm10': 66.56, 'no2': 37.37, 'so2': 18.08, 'soot': 11.38}\n",
            "Transformed: {'no2_normalized': 4.6920204, 'pm10_normalized': 0.22217299, 'so2_normalized': 2.5554066, 'soot_normalized': 0.052926708}\n",
            "Raw:  {'pm10': 20.7, 'no2': 35.66, 'so2': 12.31, 'soot': 13.57}\n",
            "Transformed: {'no2_normalized': 2.9820213, 'pm10_normalized': 0.05286669, 'so2_normalized': -3.214593, 'soot_normalized': 0.07447122}\n",
            "Raw:  {'pm10': 18.29, 'no2': 35.85, 'so2': 13.38, 'soot': 11.36}\n",
            "Transformed: {'no2_normalized': 3.17202, 'pm10_normalized': 0.043969434, 'so2_normalized': -2.1445932, 'soot_normalized': 0.05272995}\n",
            "Raw:  {'pm10': 30.21, 'no2': 48.09, 'so2': 20.68, 'soot': 14.29}\n",
            "Transformed: {'no2_normalized': 15.412022, 'pm10_normalized': 0.08797577, 'so2_normalized': 5.155407, 'soot_normalized': 0.081554346}\n",
            "Raw:  {'pm10': 35.74, 'no2': 47.46, 'so2': 21.23, 'soot': 13.53}\n",
            "Transformed: {'no2_normalized': 14.782021, 'pm10_normalized': 0.10839148, 'so2_normalized': 5.705406, 'soot_normalized': 0.07407771}\n",
            "Raw:  {'pm10': 87.99, 'no2': 48.17, 'so2': 16.62, 'soot': 15.8}\n",
            "Transformed: {'no2_normalized': 15.49202, 'pm10_normalized': 0.30128846, 'so2_normalized': 1.0954075, 'soot_normalized': 0.09640925}\n",
            "Raw:  {'pm10': 121.59, 'no2': 29.19, 'so2': 12.7, 'soot': 7.93}\n",
            "Transformed: {'no2_normalized': -3.487978, 'pm10_normalized': 0.42533317, 'so2_normalized': -2.8245935, 'soot_normalized': 0.018986717}\n",
            "Raw:  {'pm10': 50.36, 'no2': 35.08, 'so2': 13.74, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': 2.4020233, 'pm10_normalized': 0.1623657, 'so2_normalized': -1.7845936, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 28.09, 'no2': 33.76, 'so2': 11.93, 'soot': 11.07}\n",
            "Transformed: {'no2_normalized': 1.0820198, 'pm10_normalized': 0.080149144, 'so2_normalized': -3.594593, 'soot_normalized': 0.04987702}\n",
            "Raw:  {'pm10': 24.26, 'no2': 29.48, 'so2': 11.96, 'soot': 11.47}\n",
            "Transformed: {'no2_normalized': -3.197979, 'pm10_normalized': 0.06600953, 'so2_normalized': -3.5645933, 'soot_normalized': 0.0538121}\n",
            "Raw:  {'pm10': 23.06, 'no2': 36.17, 'so2': 12.08, 'soot': 11.13}\n",
            "Transformed: {'no2_normalized': 3.4920197, 'pm10_normalized': 0.061579358, 'so2_normalized': -3.4445934, 'soot_normalized': 0.050467286}\n",
            "Raw:  {'pm10': 32.81, 'no2': 46.46, 'so2': 14.55, 'soot': 16.33}\n",
            "Transformed: {'no2_normalized': 13.782021, 'pm10_normalized': 0.09757448, 'so2_normalized': -0.97459316, 'soot_normalized': 0.10162321}\n",
            "Raw:  {'pm10': 36.49, 'no2': 44.49, 'so2': 13.05, 'soot': 17.2}\n",
            "Transformed: {'no2_normalized': 11.812023, 'pm10_normalized': 0.11116034, 'so2_normalized': -2.4745932, 'soot_normalized': 0.110181995}\n",
            "Raw:  {'pm10': 39.66, 'no2': 29.17, 'so2': 11.31, 'soot': 12.07}\n",
            "Transformed: {'no2_normalized': -3.5079784, 'pm10_normalized': 0.12286336, 'so2_normalized': -4.214593, 'soot_normalized': 0.0597147}\n",
            "Raw:  {'pm10': 30.84, 'no2': 31.96, 'so2': 11.51, 'soot': 13.2}\n",
            "Transformed: {'no2_normalized': -0.71797943, 'pm10_normalized': 0.09030162, 'so2_normalized': -4.014593, 'soot_normalized': 0.07083128}\n",
            "Raw:  {'pm10': 28.7, 'no2': 33.66, 'so2': 11.96, 'soot': 15.87}\n",
            "Transformed: {'no2_normalized': 0.98202133, 'pm10_normalized': 0.08240115, 'so2_normalized': -3.5645933, 'soot_normalized': 0.09709788}\n",
            "Raw:  {'pm10': 34.33, 'no2': 37.01, 'so2': 11.69, 'soot': 16.73}\n",
            "Transformed: {'no2_normalized': 4.33202, 'pm10_normalized': 0.10318603, 'so2_normalized': -3.8345938, 'soot_normalized': 0.105558276}\n",
            "Raw:  {'pm10': 46.68, 'no2': 34.27, 'so2': 10.25, 'soot': 14.47}\n",
            "Transformed: {'no2_normalized': 1.592022, 'pm10_normalized': 0.14877985, 'so2_normalized': -5.2745934, 'soot_normalized': 0.08332513}\n",
            "Raw:  {'pm10': 57.4, 'no2': 36.83, 'so2': 10.33, 'soot': 17.6}\n",
            "Transformed: {'no2_normalized': 4.1520233, 'pm10_normalized': 0.18835604, 'so2_normalized': -5.1945934, 'soot_normalized': 0.11411706}\n",
            "Raw:  {'pm10': 42.08, 'no2': 30.73, 'so2': 10.69, 'soot': 13.71}\n",
            "Transformed: {'no2_normalized': -1.947979, 'pm10_normalized': 0.13179754, 'so2_normalized': -4.834594, 'soot_normalized': 0.0758485}\n",
            "Raw:  {'pm10': 36.5, 'no2': 32.1, 'so2': 11.11, 'soot': 14.29}\n",
            "Transformed: {'no2_normalized': -0.57798004, 'pm10_normalized': 0.11119725, 'so2_normalized': -4.4145937, 'soot_normalized': 0.081554346}\n",
            "Raw:  {'pm10': 59.7, 'no2': 31.34, 'so2': 11.25, 'soot': 14.07}\n",
            "Transformed: {'no2_normalized': -1.3379784, 'pm10_normalized': 0.1968472, 'so2_normalized': -4.2745934, 'soot_normalized': 0.07939006}\n",
            "Raw:  {'pm10': 19.38, 'no2': 30.28, 'so2': 10.19, 'soot': 9.5}\n",
            "Transformed: {'no2_normalized': -2.3979778, 'pm10_normalized': 0.0479935, 'so2_normalized': -5.334594, 'soot_normalized': 0.03443187}\n",
            "Raw:  {'pm10': 32.68, 'no2': 40.9, 'so2': 11.07, 'soot': 14.86}\n",
            "Transformed: {'no2_normalized': 8.222023, 'pm10_normalized': 0.09709454, 'so2_normalized': -4.4545937, 'soot_normalized': 0.087161824}\n",
            "Raw:  {'pm10': 43.1, 'no2': 46.67, 'so2': 21.27, 'soot': 14.07}\n",
            "Transformed: {'no2_normalized': 13.99202, 'pm10_normalized': 0.13556318, 'so2_normalized': 5.745407, 'soot_normalized': 0.07939006}\n",
            "Raw:  {'pm10': 45.85, 'no2': 43.39, 'so2': 15.75, 'soot': 14.73}\n",
            "Transformed: {'no2_normalized': 10.712021, 'pm10_normalized': 0.14571565, 'so2_normalized': 0.22540665, 'soot_normalized': 0.085882924}\n",
            "Raw:  {'pm10': 57.95, 'no2': 33.62, 'so2': 15.31, 'soot': 12.93}\n",
            "Transformed: {'no2_normalized': 0.9420204, 'pm10_normalized': 0.19038653, 'so2_normalized': -0.21459293, 'soot_normalized': 0.06817511}\n",
            "Raw:  {'pm10': 58.21, 'no2': 29.83, 'so2': 13.21, 'soot': 13.73}\n",
            "Transformed: {'no2_normalized': -2.8479786, 'pm10_normalized': 0.19134639, 'so2_normalized': -2.3145933, 'soot_normalized': 0.076045245}\n",
            "Raw:  {'pm10': 46.36, 'no2': 23.06, 'so2': 12.15, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': -9.617979, 'pm10_normalized': 0.14759848, 'so2_normalized': -3.3745937, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 31.34, 'no2': 26.9, 'so2': 10.72, 'soot': 15.2}\n",
            "Transformed: {'no2_normalized': -5.777979, 'pm10_normalized': 0.09214752, 'so2_normalized': -4.804593, 'soot_normalized': 0.090506636}\n",
            "Raw:  {'pm10': 48.49, 'no2': 49.89, 'so2': 14.08, 'soot': 23.73}\n",
            "Transformed: {'no2_normalized': 17.21202, 'pm10_normalized': 0.15546203, 'so2_normalized': -1.4445934, 'soot_normalized': 0.17442203}\n",
            "Raw:  {'pm10': 66.87, 'no2': 70.08, 'so2': 17.88, 'soot': 24.07}\n",
            "Transformed: {'no2_normalized': 37.402023, 'pm10_normalized': 0.22331746, 'so2_normalized': 2.3554058, 'soot_normalized': 0.17776683}\n",
            "Raw:  {'pm10': 54.73, 'no2': 51.54, 'so2': 13.2, 'soot': 23.27}\n",
            "Transformed: {'no2_normalized': 18.862022, 'pm10_normalized': 0.17849891, 'so2_normalized': -2.3245935, 'soot_normalized': 0.16989669}\n",
            "Raw:  {'pm10': 59.78, 'no2': 52.14, 'so2': 16.47, 'soot': 19.33}\n",
            "Transformed: {'no2_normalized': 19.46202, 'pm10_normalized': 0.19714253, 'so2_normalized': 0.94540596, 'soot_normalized': 0.13113624}\n",
            "Raw:  {'pm10': 69.53, 'no2': 50.07, 'so2': 17.43, 'soot': 24.0}\n",
            "Transformed: {'no2_normalized': 17.392021, 'pm10_normalized': 0.23313765, 'so2_normalized': 1.905407, 'soot_normalized': 0.1770782}\n",
            "Raw:  {'pm10': 53.9, 'no2': 52.97, 'so2': 16.84, 'soot': 20.93}\n",
            "Transformed: {'no2_normalized': 20.292023, 'pm10_normalized': 0.17543471, 'so2_normalized': 1.3154068, 'soot_normalized': 0.14687653}\n",
            "Raw:  {'pm10': 45.7, 'no2': 47.41, 'so2': 12.37, 'soot': 18.67}\n",
            "Transformed: {'no2_normalized': 14.732021, 'pm10_normalized': 0.14516188, 'so2_normalized': -3.1545935, 'soot_normalized': 0.12464338}\n",
            "Raw:  {'pm10': 51.71, 'no2': 49.88, 'so2': 16.02, 'soot': 24.67}\n",
            "Transformed: {'no2_normalized': 17.202023, 'pm10_normalized': 0.16734964, 'so2_normalized': 0.4954071, 'soot_normalized': 0.18366945}\n",
            "Raw:  {'pm10': 38.59, 'no2': 37.82, 'so2': 10.52, 'soot': 16.43}\n",
            "Transformed: {'no2_normalized': 5.142021, 'pm10_normalized': 0.11891313, 'so2_normalized': -5.004593, 'soot_normalized': 0.10260698}\n",
            "Raw:  {'pm10': 41.59, 'no2': 44.56, 'so2': 14.86, 'soot': 21.93}\n",
            "Transformed: {'no2_normalized': 11.882023, 'pm10_normalized': 0.12998855, 'so2_normalized': -0.6645937, 'soot_normalized': 0.15671422}\n",
            "Raw:  {'pm10': 38.31, 'no2': 35.76, 'so2': 18.61, 'soot': 18.57}\n",
            "Transformed: {'no2_normalized': 3.0820198, 'pm10_normalized': 0.11787943, 'so2_normalized': 3.0854073, 'soot_normalized': 0.1236596}\n",
            "Raw:  {'pm10': 44.66, 'no2': 25.76, 'so2': 12.11, 'soot': 16.86}\n",
            "Transformed: {'no2_normalized': -6.9179783, 'pm10_normalized': 0.1413224, 'so2_normalized': -3.4145937, 'soot_normalized': 0.10683718}\n",
            "Raw:  {'pm10': 18.04, 'no2': 24.19, 'so2': 9.49, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': -8.487978, 'pm10_normalized': 0.043046482, 'so2_normalized': -6.0345936, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 25.87, 'no2': 32.31, 'so2': 9.26, 'soot': 18.85}\n",
            "Transformed: {'no2_normalized': -0.36797714, 'pm10_normalized': 0.07195334, 'so2_normalized': -6.264593, 'soot_normalized': 0.12641416}\n",
            "Raw:  {'pm10': 28.86, 'no2': 45.28, 'so2': 10.14, 'soot': 24.08}\n",
            "Transformed: {'no2_normalized': 12.60202, 'pm10_normalized': 0.08299184, 'so2_normalized': -5.384593, 'soot_normalized': 0.1778652}\n",
            "Raw:  {'pm10': 26.91, 'no2': 40.66, 'so2': 15.18, 'soot': 22.92}\n",
            "Transformed: {'no2_normalized': 7.9820213, 'pm10_normalized': 0.07579281, 'so2_normalized': -0.34459305, 'soot_normalized': 0.16645351}\n",
            "Raw:  {'pm10': 37.96, 'no2': 44.87, 'so2': 13.75, 'soot': 21.15}\n",
            "Transformed: {'no2_normalized': 12.19202, 'pm10_normalized': 0.11658728, 'so2_normalized': -1.7745934, 'soot_normalized': 0.14904082}\n",
            "Raw:  {'pm10': 28.18, 'no2': 34.39, 'so2': 11.23, 'soot': 20.54}\n",
            "Transformed: {'no2_normalized': 1.7120209, 'pm10_normalized': 0.08048141, 'so2_normalized': -4.294594, 'soot_normalized': 0.14303984}\n",
            "Raw:  {'pm10': 22.38, 'no2': 17.75, 'so2': 9.05, 'soot': 16.75}\n",
            "Transformed: {'no2_normalized': -14.9279785, 'pm10_normalized': 0.059068922, 'so2_normalized': -6.474593, 'soot_normalized': 0.10575504}\n",
            "Raw:  {'pm10': 15.97, 'no2': 27.73, 'so2': 9.79, 'soot': 20.64}\n",
            "Transformed: {'no2_normalized': -4.947979, 'pm10_normalized': 0.035404436, 'so2_normalized': -5.7345934, 'soot_normalized': 0.1440236}\n",
            "Raw:  {'pm10': 31.95, 'no2': 29.78, 'so2': 12.19, 'soot': 19.5}\n",
            "Transformed: {'no2_normalized': -2.8979778, 'pm10_normalized': 0.09439953, 'so2_normalized': -3.3345938, 'soot_normalized': 0.13280866}\n",
            "Raw:  {'pm10': 71.32, 'no2': 33.11, 'so2': 11.12, 'soot': 20.33}\n",
            "Transformed: {'no2_normalized': 0.4320221, 'pm10_normalized': 0.239746, 'so2_normalized': -4.4045935, 'soot_normalized': 0.14097393}\n",
            "Raw:  {'pm10': 38.95, 'no2': 33.03, 'so2': 9.34, 'soot': 19.33}\n",
            "Transformed: {'no2_normalized': 0.35202026, 'pm10_normalized': 0.12024218, 'so2_normalized': -6.184593, 'soot_normalized': 0.13113624}\n",
            "Raw:  {'pm10': 27.45, 'no2': 35.31, 'so2': 9.3, 'soot': 19.42}\n",
            "Transformed: {'no2_normalized': 2.6320229, 'pm10_normalized': 0.07778639, 'so2_normalized': -6.224593, 'soot_normalized': 0.13202164}\n",
            "Raw:  {'pm10': 29.1, 'no2': 34.91, 'so2': 13.34, 'soot': 19.75}\n",
            "Transformed: {'no2_normalized': 2.2320213, 'pm10_normalized': 0.08387788, 'so2_normalized': -2.1845932, 'soot_normalized': 0.13526806}\n",
            "Raw:  {'pm10': 40.04, 'no2': 27.76, 'so2': 11.48, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': -4.9179783, 'pm10_normalized': 0.12426625, 'so2_normalized': -4.044594, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 26.1, 'no2': 39.46, 'so2': 9.86, 'soot': 19.92}\n",
            "Transformed: {'no2_normalized': 6.7820206, 'pm10_normalized': 0.072802454, 'so2_normalized': -5.6645937, 'soot_normalized': 0.13694048}\n",
            "Raw:  {'pm10': 23.75, 'no2': 34.51, 'so2': 10.12, 'soot': 22.07}\n",
            "Transformed: {'no2_normalized': 1.8320198, 'pm10_normalized': 0.0641267, 'so2_normalized': -5.4045935, 'soot_normalized': 0.15809147}\n",
            "Raw:  {'pm10': 25.18, 'no2': 45.29, 'so2': 10.3, 'soot': 19.62}\n",
            "Transformed: {'no2_normalized': 12.612022, 'pm10_normalized': 0.06940599, 'so2_normalized': -5.224593, 'soot_normalized': 0.13398919}\n",
            "Raw:  {'pm10': 31.54, 'no2': 45.83, 'so2': 12.45, 'soot': 18.58}\n",
            "Transformed: {'no2_normalized': 13.152023, 'pm10_normalized': 0.09288588, 'so2_normalized': -3.0745935, 'soot_normalized': 0.12375799}\n",
            "Raw:  {'pm10': 59.08, 'no2': 52.11, 'so2': 17.39, 'soot': 19.42}\n",
            "Transformed: {'no2_normalized': 19.432022, 'pm10_normalized': 0.19455828, 'so2_normalized': 1.865406, 'soot_normalized': 0.13202164}\n",
            "Raw:  {'pm10': 60.9, 'no2': 47.79, 'so2': 16.15, 'soot': 15.83}\n",
            "Transformed: {'no2_normalized': 15.112022, 'pm10_normalized': 0.20127736, 'so2_normalized': 0.62540627, 'soot_normalized': 0.09670437}\n",
            "Raw:  {'pm10': 60.23, 'no2': 38.0, 'so2': 13.16, 'soot': 13.33}\n",
            "Transformed: {'no2_normalized': 5.3220215, 'pm10_normalized': 0.19880384, 'so2_normalized': -2.3645935, 'soot_normalized': 0.072110176}\n",
            "Raw:  {'pm10': 65.72, 'no2': 47.35, 'so2': 18.19, 'soot': 12.33}\n",
            "Transformed: {'no2_normalized': 14.67202, 'pm10_normalized': 0.21907188, 'so2_normalized': 2.6654072, 'soot_normalized': 0.0622725}\n",
            "Raw:  {'pm10': 47.08, 'no2': 39.64, 'so2': 13.08, 'soot': 13.25}\n",
            "Transformed: {'no2_normalized': 6.962021, 'pm10_normalized': 0.15025659, 'so2_normalized': -2.4445934, 'soot_normalized': 0.071323164}\n",
            "Raw:  {'pm10': 47.03, 'no2': 34.48, 'so2': 10.62, 'soot': 9.58}\n",
            "Transformed: {'no2_normalized': 1.802021, 'pm10_normalized': 0.15007198, 'so2_normalized': -4.9045935, 'soot_normalized': 0.035218887}\n",
            "Raw:  {'pm10': 25.16, 'no2': 31.18, 'so2': 10.72, 'soot': 12.25}\n",
            "Transformed: {'no2_normalized': -1.4979782, 'pm10_normalized': 0.069332145, 'so2_normalized': -4.804593, 'soot_normalized': 0.061485484}\n",
            "Raw:  {'pm10': 31.54, 'no2': 33.1, 'so2': 10.68, 'soot': 12.85}\n",
            "Transformed: {'no2_normalized': 0.42201996, 'pm10_normalized': 0.09288588, 'so2_normalized': -4.844593, 'soot_normalized': 0.067388095}\n",
            "Raw:  {'pm10': 26.24, 'no2': 27.72, 'so2': 9.97, 'soot': 12.08}\n",
            "Transformed: {'no2_normalized': -4.957979, 'pm10_normalized': 0.07331931, 'so2_normalized': -5.554593, 'soot_normalized': 0.05981308}\n",
            "Raw:  {'pm10': 17.61, 'no2': 28.1, 'so2': 10.2, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -4.577978, 'pm10_normalized': 0.041459005, 'so2_normalized': -5.3245935, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 27.04, 'no2': 41.69, 'so2': 11.64, 'soot': 14.62}\n",
            "Transformed: {'no2_normalized': 9.01202, 'pm10_normalized': 0.07627275, 'so2_normalized': -3.884593, 'soot_normalized': 0.08480078}\n",
            "Raw:  {'pm10': 32.91, 'no2': 45.38, 'so2': 10.74, 'soot': 16.08}\n",
            "Transformed: {'no2_normalized': 12.702023, 'pm10_normalized': 0.097943656, 'so2_normalized': -4.7845936, 'soot_normalized': 0.09916379}\n",
            "Raw:  {'pm10': 31.53, 'no2': 45.71, 'so2': 11.54, 'soot': 12.54}\n",
            "Transformed: {'no2_normalized': 13.032021, 'pm10_normalized': 0.09284897, 'so2_normalized': -3.9845934, 'soot_normalized': 0.06433841}\n",
            "Raw:  {'pm10': 39.82, 'no2': 53.0, 'so2': 12.29, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': 20.322021, 'pm10_normalized': 0.12345405, 'so2_normalized': -3.2345934, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 37.08, 'no2': 43.76, 'so2': 8.7, 'soot': 15.15}\n",
            "Transformed: {'no2_normalized': 11.08202, 'pm10_normalized': 0.1133385, 'so2_normalized': -6.8245935, 'soot_normalized': 0.09001475}\n",
            "Raw:  {'pm10': 38.8, 'no2': 35.58, 'so2': 9.66, 'soot': 13.77}\n",
            "Transformed: {'no2_normalized': 2.9020233, 'pm10_normalized': 0.11968841, 'so2_normalized': -5.8645935, 'soot_normalized': 0.07643876}\n",
            "Raw:  {'pm10': 34.64, 'no2': 38.33, 'so2': 9.73, 'soot': 14.62}\n",
            "Transformed: {'no2_normalized': 5.6520233, 'pm10_normalized': 0.10433048, 'so2_normalized': -5.794594, 'soot_normalized': 0.08480078}\n",
            "Raw:  {'pm10': 39.16, 'no2': 55.06, 'so2': 11.95, 'soot': 14.85}\n",
            "Transformed: {'no2_normalized': 22.382023, 'pm10_normalized': 0.121017456, 'so2_normalized': -3.5745935, 'soot_normalized': 0.087063454}\n",
            "Raw:  {'pm10': 57.2, 'no2': 66.45, 'so2': 18.06, 'soot': 16.93}\n",
            "Transformed: {'no2_normalized': 33.77202, 'pm10_normalized': 0.18761767, 'so2_normalized': 2.535406, 'soot_normalized': 0.10752582}\n",
            "Raw:  {'pm10': 72.48, 'no2': 70.29, 'so2': 23.15, 'soot': 15.21}\n",
            "Transformed: {'no2_normalized': 37.612022, 'pm10_normalized': 0.24402852, 'so2_normalized': 7.6254063, 'soot_normalized': 0.09060501}\n",
            "Raw:  {'pm10': 66.85, 'no2': 68.86, 'so2': 17.53, 'soot': 14.64}\n",
            "Transformed: {'no2_normalized': 36.182022, 'pm10_normalized': 0.22324361, 'so2_normalized': 2.0054073, 'soot_normalized': 0.08499754}\n",
            "Raw:  {'pm10': 95.5, 'no2': 75.55, 'so2': 19.28, 'soot': 15.4}\n",
            "Transformed: {'no2_normalized': 42.872025, 'pm10_normalized': 0.3290139, 'so2_normalized': 3.7554073, 'soot_normalized': 0.09247417}\n",
            "Raw:  {'pm10': 67.82, 'no2': 57.64, 'so2': 16.42, 'soot': 13.2}\n",
            "Transformed: {'no2_normalized': 24.96202, 'pm10_normalized': 0.22682467, 'so2_normalized': 0.8954067, 'soot_normalized': 0.07083128}\n",
            "Raw:  {'pm10': 74.28, 'no2': 40.63, 'so2': 12.61, 'soot': 14.13}\n",
            "Transformed: {'no2_normalized': 7.9520226, 'pm10_normalized': 0.25067377, 'so2_normalized': -2.9145937, 'soot_normalized': 0.07998032}\n",
            "Raw:  {'pm10': 19.88, 'no2': 26.09, 'so2': 9.21, 'soot': 13.53}\n",
            "Transformed: {'no2_normalized': -6.5879784, 'pm10_normalized': 0.049839403, 'so2_normalized': -6.3145933, 'soot_normalized': 0.07407771}\n",
            "Raw:  {'pm10': 24.1, 'no2': 38.18, 'so2': 10.85, 'soot': 12.2}\n",
            "Transformed: {'no2_normalized': 5.502022, 'pm10_normalized': 0.06541884, 'so2_normalized': -4.674593, 'soot_normalized': 0.0609936}\n",
            "Raw:  {'pm10': 37.07, 'no2': 58.68, 'so2': 11.65, 'soot': 12.47}\n",
            "Transformed: {'no2_normalized': 26.002022, 'pm10_normalized': 0.113301575, 'so2_normalized': -3.8745937, 'soot_normalized': 0.06364978}\n",
            "Raw:  {'pm10': 45.33, 'no2': 65.43, 'so2': 13.32, 'soot': 12.33}\n",
            "Transformed: {'no2_normalized': 32.75202, 'pm10_normalized': 0.14379592, 'so2_normalized': -2.2045937, 'soot_normalized': 0.0622725}\n",
            "Raw:  {'pm10': 50.88, 'no2': 42.62, 'so2': 13.25, 'soot': 13.53}\n",
            "Transformed: {'no2_normalized': 9.94202, 'pm10_normalized': 0.16428545, 'so2_normalized': -2.2745934, 'soot_normalized': 0.07407771}\n",
            "Raw:  {'pm10': 29.86, 'no2': 30.61, 'so2': 14.16, 'soot': 11.87}\n",
            "Transformed: {'no2_normalized': -2.067978, 'pm10_normalized': 0.086683646, 'so2_normalized': -1.3645935, 'soot_normalized': 0.057747167}\n",
            "Raw:  {'pm10': 25.7, 'no2': 26.01, 'so2': 12.67, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -6.6679783, 'pm10_normalized': 0.07132573, 'so2_normalized': -2.8545933, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 39.31, 'no2': 32.12, 'so2': 12.73, 'soot': 10.27}\n",
            "Transformed: {'no2_normalized': -0.5579796, 'pm10_normalized': 0.121571235, 'so2_normalized': -2.7945938, 'soot_normalized': 0.042006887}\n",
            "Raw:  {'pm10': 48.25, 'no2': 39.62, 'so2': 12.88, 'soot': 9.93}\n",
            "Transformed: {'no2_normalized': 6.9420204, 'pm10_normalized': 0.15457599, 'so2_normalized': -2.6445932, 'soot_normalized': 0.038662076}\n",
            "Raw:  {'pm10': 69.33, 'no2': 58.68, 'so2': 13.23, 'soot': 11.87}\n",
            "Transformed: {'no2_normalized': 26.002022, 'pm10_normalized': 0.23239931, 'so2_normalized': -2.2945938, 'soot_normalized': 0.057747167}\n",
            "Raw:  {'pm10': 63.33, 'no2': 43.28, 'so2': 11.25, 'soot': 10.47}\n",
            "Transformed: {'no2_normalized': 10.60202, 'pm10_normalized': 0.21024846, 'so2_normalized': -4.2745934, 'soot_normalized': 0.043974422}\n",
            "Raw:  {'pm10': 39.69, 'no2': 42.39, 'so2': 10.53, 'soot': 10.21}\n",
            "Transformed: {'no2_normalized': 9.712021, 'pm10_normalized': 0.12297411, 'so2_normalized': -4.9945936, 'soot_normalized': 0.041416623}\n",
            "Raw:  {'pm10': 55.17, 'no2': 46.04, 'so2': 11.26, 'soot': 11.14}\n",
            "Transformed: {'no2_normalized': 13.362022, 'pm10_normalized': 0.1801233, 'so2_normalized': -4.264593, 'soot_normalized': 0.050565667}\n",
            "Raw:  {'pm10': 41.76, 'no2': 47.8, 'so2': 11.1, 'soot': 10.79}\n",
            "Transformed: {'no2_normalized': 15.122021, 'pm10_normalized': 0.13061616, 'so2_normalized': -4.424593, 'soot_normalized': 0.047122475}\n",
            "Raw:  {'pm10': 40.54, 'no2': 35.04, 'so2': 12.78, 'soot': 9.86}\n",
            "Transformed: {'no2_normalized': 2.3620224, 'pm10_normalized': 0.12611216, 'so2_normalized': -2.7445936, 'soot_normalized': 0.037973434}\n",
            "Raw:  {'pm10': 35.16, 'no2': 29.18, 'so2': 10.86, 'soot': 12.46}\n",
            "Transformed: {'no2_normalized': -3.4979782, 'pm10_normalized': 0.10625023, 'so2_normalized': -4.6645937, 'soot_normalized': 0.063551396}\n",
            "Raw:  {'pm10': 38.74, 'no2': 30.66, 'so2': 12.06, 'soot': 9.54}\n",
            "Transformed: {'no2_normalized': -2.0179787, 'pm10_normalized': 0.1194669, 'so2_normalized': -3.464593, 'soot_normalized': 0.034825377}\n",
            "Raw:  {'pm10': 31.84, 'no2': 30.09, 'so2': 10.94, 'soot': 9.23}\n",
            "Transformed: {'no2_normalized': -2.5879784, 'pm10_normalized': 0.093993425, 'so2_normalized': -4.584594, 'soot_normalized': 0.031775694}\n",
            "Raw:  {'pm10': 35.49, 'no2': 33.17, 'so2': 11.24, 'soot': 8.86}\n",
            "Transformed: {'no2_normalized': 0.49201965, 'pm10_normalized': 0.10746853, 'so2_normalized': -4.2845936, 'soot_normalized': 0.028135754}\n",
            "Raw:  {'pm10': 34.23, 'no2': 33.26, 'so2': 10.05, 'soot': 7.43}\n",
            "Transformed: {'no2_normalized': 0.5820198, 'pm10_normalized': 0.10281684, 'so2_normalized': -5.474593, 'soot_normalized': 0.014067877}\n",
            "Raw:  {'pm10': 58.54, 'no2': 30.2, 'so2': 10.83, 'soot': 8.86}\n",
            "Transformed: {'no2_normalized': -2.4779778, 'pm10_normalized': 0.1925647, 'so2_normalized': -4.6945934, 'soot_normalized': 0.028135754}\n",
            "Raw:  {'pm10': 33.77, 'no2': 35.03, 'so2': 9.27, 'soot': 8.31}\n",
            "Transformed: {'no2_normalized': 2.3520203, 'pm10_normalized': 0.10111862, 'so2_normalized': -6.254593, 'soot_normalized': 0.02272504}\n",
            "Raw:  {'pm10': 27.83, 'no2': 30.58, 'so2': 12.18, 'soot': 9.08}\n",
            "Transformed: {'no2_normalized': -2.0979786, 'pm10_normalized': 0.07918928, 'so2_normalized': -3.344593, 'soot_normalized': 0.030300047}\n",
            "Raw:  {'pm10': 49.64, 'no2': 35.0, 'so2': 12.43, 'soot': 8.15}\n",
            "Transformed: {'no2_normalized': 2.3220215, 'pm10_normalized': 0.1597076, 'so2_normalized': -3.094593, 'soot_normalized': 0.021151002}\n",
            "Raw:  {'pm10': 10.95, 'no2': 31.49, 'so2': 9.37, 'soot': 8.77}\n",
            "Transformed: {'no2_normalized': -1.1879787, 'pm10_normalized': 0.01687156, 'so2_normalized': -6.1545935, 'soot_normalized': 0.027250372}\n",
            "Raw:  {'pm10': 20.83, 'no2': 44.82, 'so2': 10.93, 'soot': 10.92}\n",
            "Transformed: {'no2_normalized': 12.142021, 'pm10_normalized': 0.053346623, 'so2_normalized': -4.594593, 'soot_normalized': 0.048401374}\n",
            "Raw:  {'pm10': 33.5, 'no2': 58.9, 'so2': 16.16, 'soot': 10.31}\n",
            "Transformed: {'no2_normalized': 26.222023, 'pm10_normalized': 0.100121826, 'so2_normalized': 0.6354065, 'soot_normalized': 0.042400394}\n",
            "Raw:  {'pm10': 58.24, 'no2': 51.71, 'so2': 20.5, 'soot': 10.38}\n",
            "Transformed: {'no2_normalized': 19.03202, 'pm10_normalized': 0.19145715, 'so2_normalized': 4.9754066, 'soot_normalized': 0.04308903}\n",
            "Raw:  {'pm10': 49.03, 'no2': 54.61, 'so2': 17.85, 'soot': 9.62}\n",
            "Transformed: {'no2_normalized': 21.932022, 'pm10_normalized': 0.1574556, 'so2_normalized': 2.325407, 'soot_normalized': 0.035612393}\n",
            "Raw:  {'pm10': 79.33, 'no2': 52.31, 'so2': 12.65, 'soot': 9.93}\n",
            "Transformed: {'no2_normalized': 19.632023, 'pm10_normalized': 0.2693174, 'so2_normalized': -2.8745937, 'soot_normalized': 0.038662076}\n",
            "Raw:  {'pm10': 85.78, 'no2': 62.14, 'so2': 19.33, 'soot': 9.29}\n",
            "Transformed: {'no2_normalized': 29.46202, 'pm10_normalized': 0.29312956, 'so2_normalized': 3.8054066, 'soot_normalized': 0.03236596}\n",
            "Raw:  {'pm10': 47.0, 'no2': 63.49, 'so2': 13.87, 'soot': 9.14}\n",
            "Transformed: {'no2_normalized': 30.812023, 'pm10_normalized': 0.14996123, 'so2_normalized': -1.6545935, 'soot_normalized': 0.030890312}\n",
            "Raw:  {'pm10': 79.73, 'no2': 47.41, 'so2': 10.92, 'soot': 9.23}\n",
            "Transformed: {'no2_normalized': 14.732021, 'pm10_normalized': 0.27079412, 'so2_normalized': -4.6045933, 'soot_normalized': 0.031775694}\n",
            "Raw:  {'pm10': 57.38, 'no2': 49.15, 'so2': 14.04, 'soot': 8.54}\n",
            "Transformed: {'no2_normalized': 16.472023, 'pm10_normalized': 0.1882822, 'so2_normalized': -1.4845934, 'soot_normalized': 0.024987701}\n",
            "Raw:  {'pm10': 92.98, 'no2': 49.76, 'so2': 12.69, 'soot': 9.62}\n",
            "Transformed: {'no2_normalized': 17.08202, 'pm10_normalized': 0.31971058, 'so2_normalized': -2.8345938, 'soot_normalized': 0.035612393}\n",
            "Raw:  {'pm10': 26.12, 'no2': 49.75, 'so2': 9.47, 'soot': 18.25}\n",
            "Transformed: {'no2_normalized': 17.072021, 'pm10_normalized': 0.0728763, 'so2_normalized': -6.054593, 'soot_normalized': 0.120511554}\n",
            "Raw:  {'pm10': 31.47, 'no2': 36.86, 'so2': 12.26, 'soot': 21.57}\n",
            "Transformed: {'no2_normalized': 4.182022, 'pm10_normalized': 0.09262746, 'so2_normalized': -3.2645931, 'soot_normalized': 0.15317264}\n",
            "Raw:  {'pm10': 43.0, 'no2': 39.59, 'so2': 8.53, 'soot': 22.57}\n",
            "Transformed: {'no2_normalized': 6.9120216, 'pm10_normalized': 0.135194, 'so2_normalized': -6.9945936, 'soot_normalized': 0.16301031}\n",
            "Raw:  {'pm10': 35.18, 'no2': 50.96, 'so2': 8.49, 'soot': 30.71}\n",
            "Transformed: {'no2_normalized': 18.28202, 'pm10_normalized': 0.10632406, 'so2_normalized': -7.0345936, 'soot_normalized': 0.243089}\n",
            "Raw:  {'pm10': 44.78, 'no2': 55.01, 'so2': 8.44, 'soot': 30.14}\n",
            "Transformed: {'no2_normalized': 22.33202, 'pm10_normalized': 0.14176542, 'so2_normalized': -7.084594, 'soot_normalized': 0.23748153}\n",
            "Raw:  {'pm10': 63.84, 'no2': 65.15, 'so2': 12.54, 'soot': 36.29}\n",
            "Transformed: {'no2_normalized': 32.472023, 'pm10_normalized': 0.21213128, 'so2_normalized': -2.9845934, 'soot_normalized': 0.29798326}\n",
            "Raw:  {'pm10': 43.53, 'no2': 52.78, 'so2': 11.76, 'soot': 26.14}\n",
            "Transformed: {'no2_normalized': 20.10202, 'pm10_normalized': 0.13715066, 'so2_normalized': -3.7645931, 'soot_normalized': 0.19813082}\n",
            "Raw:  {'pm10': 45.25, 'no2': 37.29, 'so2': 11.18, 'soot': 19.23}\n",
            "Transformed: {'no2_normalized': 4.6120224, 'pm10_normalized': 0.14350057, 'so2_normalized': -4.344593, 'soot_normalized': 0.13015248}\n",
            "Raw:  {'pm10': 62.8, 'no2': 53.55, 'so2': 9.79, 'soot': 26.4}\n",
            "Transformed: {'no2_normalized': 20.87202, 'pm10_normalized': 0.2082918, 'so2_normalized': -5.7345934, 'soot_normalized': 0.20068862}\n",
            "Raw:  {'pm10': 64.19, 'no2': 46.29, 'so2': 12.18, 'soot': 25.5}\n",
            "Transformed: {'no2_normalized': 13.612022, 'pm10_normalized': 0.21342342, 'so2_normalized': -3.344593, 'soot_normalized': 0.19183472}\n",
            "Raw:  {'pm10': 47.83, 'no2': 38.16, 'so2': 11.19, 'soot': 22.07}\n",
            "Transformed: {'no2_normalized': 5.4820213, 'pm10_normalized': 0.15302543, 'so2_normalized': -4.334594, 'soot_normalized': 0.15809147}\n",
            "Raw:  {'pm10': 63.73, 'no2': 40.08, 'so2': 11.58, 'soot': 23.29}\n",
            "Transformed: {'no2_normalized': 7.4020233, 'pm10_normalized': 0.21172518, 'so2_normalized': -3.9445934, 'soot_normalized': 0.17009346}\n",
            "Raw:  {'pm10': 65.94, 'no2': 35.96, 'so2': 10.41, 'soot': 20.64}\n",
            "Transformed: {'no2_normalized': 3.2820206, 'pm10_normalized': 0.21988408, 'so2_normalized': -5.1145935, 'soot_normalized': 0.1440236}\n",
            "Raw:  {'pm10': 60.89, 'no2': 29.79, 'so2': 13.21, 'soot': 20.93}\n",
            "Transformed: {'no2_normalized': -2.8879776, 'pm10_normalized': 0.20124044, 'so2_normalized': -2.3145933, 'soot_normalized': 0.14687653}\n",
            "Raw:  {'pm10': 38.93, 'no2': 38.16, 'so2': 12.77, 'soot': 25.21}\n",
            "Transformed: {'no2_normalized': 5.4820213, 'pm10_normalized': 0.12016834, 'so2_normalized': -2.754593, 'soot_normalized': 0.18898179}\n",
            "Raw:  {'pm10': 24.66, 'no2': 34.03, 'so2': 9.4, 'soot': 18.29}\n",
            "Transformed: {'no2_normalized': 1.3520203, 'pm10_normalized': 0.06748624, 'so2_normalized': -6.1245937, 'soot_normalized': 0.12090507}\n",
            "Raw:  {'pm10': 34.13, 'no2': 42.09, 'so2': 12.17, 'soot': 22.2}\n",
            "Transformed: {'no2_normalized': 9.412022, 'pm10_normalized': 0.102447666, 'so2_normalized': -3.3545933, 'soot_normalized': 0.1593704}\n",
            "Raw:  {'pm10': 43.14, 'no2': 36.85, 'so2': 11.99, 'soot': 23.47}\n",
            "Transformed: {'no2_normalized': 4.17202, 'pm10_normalized': 0.13571085, 'so2_normalized': -3.5345936, 'soot_normalized': 0.17186423}\n",
            "Raw:  {'pm10': 54.2, 'no2': 57.38, 'so2': 14.16, 'soot': 28.87}\n",
            "Transformed: {'no2_normalized': 24.702023, 'pm10_normalized': 0.17654225, 'so2_normalized': -1.3645935, 'soot_normalized': 0.2249877}\n",
            "Raw:  {'pm10': 66.64, 'no2': 50.78, 'so2': 12.62, 'soot': 30.47}\n",
            "Transformed: {'no2_normalized': 18.10202, 'pm10_normalized': 0.22246833, 'so2_normalized': -2.9045935, 'soot_normalized': 0.24072796}\n",
            "Raw:  {'pm10': 32.73, 'no2': 24.04, 'so2': 10.59, 'soot': 19.27}\n",
            "Transformed: {'no2_normalized': -8.637978, 'pm10_normalized': 0.09727913, 'so2_normalized': -4.934593, 'soot_normalized': 0.13054599}\n",
            "Raw:  {'pm10': 61.18, 'no2': 51.63, 'so2': 12.26, 'soot': 31.73}\n",
            "Transformed: {'no2_normalized': 18.952023, 'pm10_normalized': 0.20231107, 'so2_normalized': -3.2645931, 'soot_normalized': 0.25312343}\n",
            "Raw:  {'pm10': 102.6, 'no2': 47.01, 'so2': 12.28, 'soot': 33.07}\n",
            "Transformed: {'no2_normalized': 14.33202, 'pm10_normalized': 0.35522574, 'so2_normalized': -3.2445936, 'soot_normalized': 0.26630592}\n",
            "Raw:  {'pm10': 93.05, 'no2': 31.27, 'so2': 9.95, 'soot': 26.07}\n",
            "Transformed: {'no2_normalized': -1.407978, 'pm10_normalized': 0.319969, 'so2_normalized': -5.5745935, 'soot_normalized': 0.19744219}\n",
            "Raw:  {'pm10': 96.53, 'no2': 34.92, 'so2': 18.46, 'soot': 27.29}\n",
            "Transformed: {'no2_normalized': 2.2420197, 'pm10_normalized': 0.33281648, 'so2_normalized': 2.9354057, 'soot_normalized': 0.20944417}\n",
            "Raw:  {'pm10': 89.41, 'no2': 38.77, 'so2': 17.68, 'soot': 30.36}\n",
            "Transformed: {'no2_normalized': 6.092022, 'pm10_normalized': 0.30653083, 'so2_normalized': 2.155407, 'soot_normalized': 0.23964584}\n",
            "Raw:  {'pm10': 40.13, 'no2': 23.64, 'so2': 10.48, 'soot': 19.64}\n",
            "Transformed: {'no2_normalized': -9.037979, 'pm10_normalized': 0.12459852, 'so2_normalized': -5.044594, 'soot_normalized': 0.13418593}\n",
            "Raw:  {'pm10': 25.79, 'no2': 19.14, 'so2': 7.47, 'soot': 19.64}\n",
            "Transformed: {'no2_normalized': -13.537979, 'pm10_normalized': 0.07165799, 'so2_normalized': -8.054594, 'soot_normalized': 0.13418593}\n",
            "Raw:  {'pm10': 28.43, 'no2': 24.0, 'so2': 8.05, 'soot': 20.85}\n",
            "Transformed: {'no2_normalized': -8.6779785, 'pm10_normalized': 0.08140436, 'so2_normalized': -7.474593, 'soot_normalized': 0.14608952}\n",
            "Raw:  {'pm10': 42.6, 'no2': 34.72, 'so2': 12.07, 'soot': 29.85}\n",
            "Transformed: {'no2_normalized': 2.0420227, 'pm10_normalized': 0.13371727, 'so2_normalized': -3.4545937, 'soot_normalized': 0.23462862}\n",
            "Raw:  {'pm10': 56.57, 'no2': 36.85, 'so2': 14.84, 'soot': 32.15}\n",
            "Transformed: {'no2_normalized': 4.17202, 'pm10_normalized': 0.18529183, 'so2_normalized': -0.6845932, 'soot_normalized': 0.2572553}\n",
            "Raw:  {'pm10': 29.82, 'no2': 24.1, 'so2': 10.96, 'soot': 24.85}\n",
            "Transformed: {'no2_normalized': -8.577978, 'pm10_normalized': 0.08653597, 'so2_normalized': -4.5645933, 'soot_normalized': 0.18544023}\n",
            "Raw:  {'pm10': 52.91, 'no2': 54.62, 'so2': 19.72, 'soot': 32.08}\n",
            "Transformed: {'no2_normalized': 21.94202, 'pm10_normalized': 0.17177981, 'so2_normalized': 4.195406, 'soot_normalized': 0.25656664}\n",
            "Raw:  {'pm10': 51.03, 'no2': 44.94, 'so2': 12.28, 'soot': 25.5}\n",
            "Transformed: {'no2_normalized': 12.26202, 'pm10_normalized': 0.16483921, 'so2_normalized': -3.2445936, 'soot_normalized': 0.19183472}\n",
            "Raw:  {'pm10': 55.12, 'no2': 45.38, 'so2': 14.5, 'soot': 30.0}\n",
            "Transformed: {'no2_normalized': 12.702023, 'pm10_normalized': 0.1799387, 'so2_normalized': -1.0245934, 'soot_normalized': 0.23610426}\n",
            "Raw:  {'pm10': 28.77, 'no2': 23.75, 'so2': 9.69, 'soot': 18.0}\n",
            "Transformed: {'no2_normalized': -8.9279785, 'pm10_normalized': 0.08265957, 'so2_normalized': -5.834594, 'soot_normalized': 0.11805213}\n",
            "Raw:  {'pm10': 36.06, 'no2': 34.47, 'so2': 10.18, 'soot': 22.85}\n",
            "Transformed: {'no2_normalized': 1.7920227, 'pm10_normalized': 0.10957286, 'so2_normalized': -5.344593, 'soot_normalized': 0.16576487}\n",
            "Raw:  {'pm10': 27.15, 'no2': 36.54, 'so2': 10.2, 'soot': 24.54}\n",
            "Transformed: {'no2_normalized': 3.8620224, 'pm10_normalized': 0.07667885, 'so2_normalized': -5.3245935, 'soot_normalized': 0.18239056}\n",
            "Raw:  {'pm10': 48.85, 'no2': 44.27, 'so2': 17.94, 'soot': 27.54}\n",
            "Transformed: {'no2_normalized': 11.592022, 'pm10_normalized': 0.15679108, 'so2_normalized': 2.4154072, 'soot_normalized': 0.21190359}\n",
            "Raw:  {'pm10': 66.96, 'no2': 46.25, 'so2': 14.84, 'soot': 35.93}\n",
            "Transformed: {'no2_normalized': 13.5720215, 'pm10_normalized': 0.22364971, 'so2_normalized': -0.6845932, 'soot_normalized': 0.2944417}\n",
            "Raw:  {'pm10': 56.93, 'no2': 29.7, 'so2': 13.19, 'soot': 23.23}\n",
            "Transformed: {'no2_normalized': -2.9779778, 'pm10_normalized': 0.18662089, 'so2_normalized': -2.3345938, 'soot_normalized': 0.16950318}\n",
            "Raw:  {'pm10': 32.9, 'no2': 23.1, 'so2': 11.27, 'soot': 21.77}\n",
            "Transformed: {'no2_normalized': -9.577978, 'pm10_normalized': 0.097906746, 'so2_normalized': -4.254593, 'soot_normalized': 0.15514018}\n",
            "Raw:  {'pm10': 95.65, 'no2': 48.67, 'so2': 16.97, 'soot': 38.77}\n",
            "Transformed: {'no2_normalized': 15.99202, 'pm10_normalized': 0.3295677, 'so2_normalized': 1.445406, 'soot_normalized': 0.3223807}\n",
            "Raw:  {'pm10': 87.48, 'no2': 35.36, 'so2': 12.73, 'soot': 30.57}\n",
            "Transformed: {'no2_normalized': 2.682022, 'pm10_normalized': 0.29940563, 'so2_normalized': -2.7945938, 'soot_normalized': 0.24171174}\n",
            "Raw:  {'pm10': 34.81, 'no2': 31.61, 'so2': 10.74, 'soot': 20.79}\n",
            "Transformed: {'no2_normalized': -1.0679779, 'pm10_normalized': 0.1049581, 'so2_normalized': -4.7845936, 'soot_normalized': 0.14549926}\n",
            "Raw:  {'pm10': 25.81, 'no2': 29.88, 'so2': 9.99, 'soot': 18.64}\n",
            "Transformed: {'no2_normalized': -2.7979794, 'pm10_normalized': 0.07173183, 'so2_normalized': -5.5345936, 'soot_normalized': 0.12434824}\n",
            "Raw:  {'pm10': 63.32, 'no2': 34.98, 'so2': 14.8, 'soot': 23.15}\n",
            "Transformed: {'no2_normalized': 2.302021, 'pm10_normalized': 0.21021153, 'so2_normalized': -0.72459316, 'soot_normalized': 0.16871616}\n",
            "Raw:  {'pm10': 41.86, 'no2': 30.15, 'so2': 18.44, 'soot': 16.92}\n",
            "Transformed: {'no2_normalized': -2.527979, 'pm10_normalized': 0.13098533, 'so2_normalized': 2.9154072, 'soot_normalized': 0.10742744}\n",
            "Raw:  {'pm10': 39.39, 'no2': 23.82, 'so2': 14.16, 'soot': 17.08}\n",
            "Transformed: {'no2_normalized': -8.857979, 'pm10_normalized': 0.12186657, 'so2_normalized': -1.3645935, 'soot_normalized': 0.109001465}\n",
            "Raw:  {'pm10': 39.44, 'no2': 29.29, 'so2': 13.9, 'soot': 20.77}\n",
            "Transformed: {'no2_normalized': -3.3879776, 'pm10_normalized': 0.12205116, 'so2_normalized': -1.6245937, 'soot_normalized': 0.1453025}\n",
            "Raw:  {'pm10': 22.13, 'no2': 29.88, 'so2': 12.92, 'soot': 18.08}\n",
            "Transformed: {'no2_normalized': -2.7979794, 'pm10_normalized': 0.05814597, 'so2_normalized': -2.6045933, 'soot_normalized': 0.118839145}\n",
            "Raw:  {'pm10': 24.61, 'no2': 26.5, 'so2': 11.41, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': -6.1779785, 'pm10_normalized': 0.06730165, 'so2_normalized': -4.1145935, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 59.12, 'no2': 33.63, 'so2': 18.7, 'soot': 22.62}\n",
            "Transformed: {'no2_normalized': 0.95202255, 'pm10_normalized': 0.19470593, 'so2_normalized': 3.1754074, 'soot_normalized': 0.16350222}\n",
            "Raw:  {'pm10': 52.02, 'no2': 34.0, 'so2': 18.64, 'soot': 28.15}\n",
            "Transformed: {'no2_normalized': 1.3220215, 'pm10_normalized': 0.1684941, 'so2_normalized': 3.115406, 'soot_normalized': 0.21790455}\n",
            "Raw:  {'pm10': 146.87, 'no2': 47.45, 'so2': 21.15, 'soot': 45.0}\n",
            "Transformed: {'no2_normalized': 14.772022, 'pm10_normalized': 0.51866204, 'so2_normalized': 5.6254063, 'soot_normalized': 0.38366944}\n",
            "Raw:  {'pm10': 172.58, 'no2': 48.18, 'so2': 19.85, 'soot': 55.23}\n",
            "Transformed: {'no2_normalized': 15.502022, 'pm10_normalized': 0.61357844, 'so2_normalized': 4.325407, 'soot_normalized': 0.48430887}\n",
            "Raw:  {'pm10': 125.02, 'no2': 59.35, 'so2': 25.39, 'soot': 47.42}\n",
            "Transformed: {'no2_normalized': 26.67202, 'pm10_normalized': 0.4379961, 'so2_normalized': 9.865406, 'soot_normalized': 0.4074766}\n",
            "Raw:  {'pm10': 75.65, 'no2': 54.17, 'so2': 21.85, 'soot': 39.08}\n",
            "Transformed: {'no2_normalized': 21.49202, 'pm10_normalized': 0.25573155, 'so2_normalized': 6.325407, 'soot_normalized': 0.3254304}\n",
            "Raw:  {'pm10': 49.41, 'no2': 35.1, 'so2': 18.04, 'soot': 29.0}\n",
            "Transformed: {'no2_normalized': 2.42202, 'pm10_normalized': 0.1588585, 'so2_normalized': 2.5154076, 'soot_normalized': 0.2262666}\n",
            "Raw:  {'pm10': 20.41, 'no2': 34.18, 'so2': 12.5, 'soot': 21.17}\n",
            "Transformed: {'no2_normalized': 1.5020218, 'pm10_normalized': 0.051796064, 'so2_normalized': -3.0245934, 'soot_normalized': 0.14923757}\n",
            "Raw:  {'pm10': 27.58, 'no2': 28.03, 'so2': 10.17, 'soot': 21.25}\n",
            "Transformed: {'no2_normalized': -4.647978, 'pm10_normalized': 0.07826633, 'so2_normalized': -5.3545933, 'soot_normalized': 0.15002458}\n",
            "Raw:  {'pm10': 44.66, 'no2': 26.16, 'so2': 12.48, 'soot': 18.09}\n",
            "Transformed: {'no2_normalized': -6.5179787, 'pm10_normalized': 0.1413224, 'so2_normalized': -3.0445938, 'soot_normalized': 0.11893752}\n",
            "Raw:  {'pm10': 58.08, 'no2': 28.45, 'so2': 15.7, 'soot': 15.36}\n",
            "Transformed: {'no2_normalized': -4.2279778, 'pm10_normalized': 0.19086647, 'so2_normalized': 0.17540646, 'soot_normalized': 0.09208066}\n",
            "Raw:  {'pm10': 22.85, 'no2': 25.28, 'so2': 11.23, 'soot': 15.18}\n",
            "Transformed: {'no2_normalized': -7.397978, 'pm10_normalized': 0.06080408, 'so2_normalized': -4.294594, 'soot_normalized': 0.09030988}\n",
            "Raw:  {'pm10': 35.84, 'no2': 35.95, 'so2': 15.94, 'soot': 22.18}\n",
            "Transformed: {'no2_normalized': 3.2720222, 'pm10_normalized': 0.108760655, 'so2_normalized': 0.41540623, 'soot_normalized': 0.15917362}\n",
            "Raw:  {'pm10': 36.74, 'no2': 32.35, 'so2': 13.18, 'soot': 23.64}\n",
            "Transformed: {'no2_normalized': -0.32798004, 'pm10_normalized': 0.112083286, 'so2_normalized': -2.344593, 'soot_normalized': 0.17353663}\n",
            "Raw:  {'pm10': 56.71, 'no2': 30.99, 'so2': 12.88, 'soot': 23.91}\n",
            "Transformed: {'no2_normalized': -1.6879787, 'pm10_normalized': 0.18580869, 'so2_normalized': -2.6445932, 'soot_normalized': 0.1761928}\n",
            "Raw:  {'pm10': 50.59, 'no2': 32.59, 'so2': 15.78, 'soot': 22.82}\n",
            "Transformed: {'no2_normalized': -0.08797836, 'pm10_normalized': 0.16321482, 'so2_normalized': 0.25540638, 'soot_normalized': 0.16546974}\n",
            "Raw:  {'pm10': 40.13, 'no2': 24.67, 'so2': 16.77, 'soot': 19.55}\n",
            "Transformed: {'no2_normalized': -8.007978, 'pm10_normalized': 0.12459852, 'so2_normalized': 1.2454071, 'soot_normalized': 0.13330053}\n",
            "Raw:  {'pm10': 56.29, 'no2': 28.97, 'so2': 17.63, 'soot': 21.09}\n",
            "Transformed: {'no2_normalized': -3.7079792, 'pm10_normalized': 0.18425813, 'so2_normalized': 2.1054058, 'soot_normalized': 0.14845055}\n",
            "Raw:  {'pm10': 159.66, 'no2': 63.38, 'so2': 38.95, 'soot': 34.64}\n",
            "Transformed: {'no2_normalized': 30.702023, 'pm10_normalized': 0.5658803, 'so2_normalized': 23.425407, 'soot_normalized': 0.2817511}\n",
            "Raw:  {'pm10': 138.25, 'no2': 45.34, 'so2': 31.44, 'soot': 23.91}\n",
            "Transformed: {'no2_normalized': 12.662022, 'pm10_normalized': 0.4868387, 'so2_normalized': 15.915407, 'soot_normalized': 0.1761928}\n",
            "Raw:  {'pm10': 51.73, 'no2': 37.18, 'so2': 25.34, 'soot': 17.64}\n",
            "Transformed: {'no2_normalized': 4.502022, 'pm10_normalized': 0.16742349, 'so2_normalized': 9.815407, 'soot_normalized': 0.114510566}\n",
            "Raw:  {'pm10': 100.58, 'no2': 54.73, 'so2': 33.53, 'soot': 23.36}\n",
            "Transformed: {'no2_normalized': 22.052021, 'pm10_normalized': 0.3477683, 'so2_normalized': 18.005405, 'soot_normalized': 0.17078209}\n",
            "Raw:  {'pm10': 52.58, 'no2': 34.31, 'so2': 27.47, 'soot': 12.91}\n",
            "Transformed: {'no2_normalized': 1.6320229, 'pm10_normalized': 0.17056152, 'so2_normalized': 11.945406, 'soot_normalized': 0.06797835}\n",
            "Raw:  {'pm10': 42.07, 'no2': 27.77, 'so2': 22.89, 'soot': 10.45}\n",
            "Transformed: {'no2_normalized': -4.907978, 'pm10_normalized': 0.13176061, 'so2_normalized': 7.365406, 'soot_normalized': 0.043777663}\n",
            "Raw:  {'pm10': 118.17, 'no2': 42.4, 'so2': 22.06, 'soot': 19.64}\n",
            "Transformed: {'no2_normalized': 9.722023, 'pm10_normalized': 0.4127072, 'so2_normalized': 6.535406, 'soot_normalized': 0.13418593}\n",
            "Raw:  {'pm10': 77.17, 'no2': 30.66, 'so2': 30.88, 'soot': 8.36}\n",
            "Transformed: {'no2_normalized': -2.0179787, 'pm10_normalized': 0.2613431, 'so2_normalized': 15.355406, 'soot_normalized': 0.023216916}\n",
            "Raw:  {'pm10': 23.28, 'no2': 26.53, 'so2': 30.24, 'soot': 8.42}\n",
            "Transformed: {'no2_normalized': -6.147978, 'pm10_normalized': 0.062391557, 'so2_normalized': 14.715406, 'soot_normalized': 0.023807181}\n",
            "Raw:  {'pm10': 37.99, 'no2': 36.67, 'so2': 28.41, 'soot': 17.85}\n",
            "Transformed: {'no2_normalized': 3.9920197, 'pm10_normalized': 0.11669805, 'so2_normalized': 12.8854065, 'soot_normalized': 0.116576485}\n",
            "Raw:  {'pm10': 74.31, 'no2': 38.27, 'so2': 18.22, 'soot': 18.69}\n",
            "Transformed: {'no2_normalized': 5.592022, 'pm10_normalized': 0.25078452, 'so2_normalized': 2.695406, 'soot_normalized': 0.12484013}\n",
            "Raw:  {'pm10': 122.02, 'no2': 44.84, 'so2': 24.48, 'soot': 30.08}\n",
            "Transformed: {'no2_normalized': 12.162022, 'pm10_normalized': 0.42692065, 'so2_normalized': 8.955406, 'soot_normalized': 0.23689128}\n",
            "Raw:  {'pm10': 90.2, 'no2': 34.05, 'so2': 21.75, 'soot': 20.0}\n",
            "Transformed: {'no2_normalized': 1.3720207, 'pm10_normalized': 0.30944735, 'so2_normalized': 6.2254066, 'soot_normalized': 0.13772748}\n",
            "Raw:  {'pm10': 102.05, 'no2': 41.9, 'so2': 32.95, 'soot': 22.08}\n",
            "Transformed: {'no2_normalized': 9.222023, 'pm10_normalized': 0.35319528, 'so2_normalized': 17.425407, 'soot_normalized': 0.15818986}\n",
            "Raw:  {'pm10': 168.75, 'no2': 81.88, 'so2': 40.53, 'soot': 30.92}\n",
            "Transformed: {'no2_normalized': 49.20202, 'pm10_normalized': 0.59943885, 'so2_normalized': 25.005405, 'soot_normalized': 0.24515493}\n",
            "Raw:  {'pm10': 272.55, 'no2': 100.21, 'so2': 48.34, 'soot': 46.62}\n",
            "Transformed: {'no2_normalized': 67.53202, 'pm10_normalized': 0.98264843, 'so2_normalized': 32.815407, 'soot_normalized': 0.39960647}\n",
            "Raw:  {'pm10': 277.25, 'no2': 92.82, 'so2': 49.87, 'soot': 48.08}\n",
            "Transformed: {'no2_normalized': 60.14202, 'pm10_normalized': 1.0, 'so2_normalized': 34.345406, 'soot_normalized': 0.4139695}\n",
            "Raw:  {'pm10': 37.19, 'no2': 57.71, 'so2': 30.58, 'soot': 27.23}\n",
            "Transformed: {'no2_normalized': 25.03202, 'pm10_normalized': 0.113744594, 'so2_normalized': 15.055407, 'soot_normalized': 0.2088539}\n",
            "Raw:  {'pm10': 68.39, 'no2': 47.6, 'so2': 24.75, 'soot': 28.54}\n",
            "Transformed: {'no2_normalized': 14.92202, 'pm10_normalized': 0.228929, 'so2_normalized': 9.225407, 'soot_normalized': 0.22174126}\n",
            "Raw:  {'pm10': 41.11, 'no2': 41.51, 'so2': 23.47, 'soot': 22.0}\n",
            "Transformed: {'no2_normalized': 8.83202, 'pm10_normalized': 0.12821649, 'so2_normalized': 7.945406, 'soot_normalized': 0.15740284}\n",
            "Raw:  {'pm10': 62.55, 'no2': 42.37, 'so2': 21.97, 'soot': 23.15}\n",
            "Transformed: {'no2_normalized': 9.69202, 'pm10_normalized': 0.20736884, 'so2_normalized': 6.445406, 'soot_normalized': 0.16871616}\n",
            "Raw:  {'pm10': 116.55, 'no2': 42.79, 'so2': 21.5, 'soot': 24.77}\n",
            "Transformed: {'no2_normalized': 10.112022, 'pm10_normalized': 0.40672648, 'so2_normalized': 5.9754066, 'soot_normalized': 0.18465321}\n",
            "Raw:  {'pm10': 99.49, 'no2': 42.02, 'so2': 25.51, 'soot': 32.99}\n",
            "Transformed: {'no2_normalized': 9.342022, 'pm10_normalized': 0.34374422, 'so2_normalized': 9.985407, 'soot_normalized': 0.26551893}\n",
            "Raw:  {'pm10': 131.54, 'no2': 52.04, 'so2': 28.64, 'soot': 38.22}\n",
            "Transformed: {'no2_normalized': 19.362022, 'pm10_normalized': 0.46206665, 'so2_normalized': 13.115406, 'soot_normalized': 0.31697}\n",
            "Raw:  {'pm10': 97.46, 'no2': 44.77, 'so2': 28.46, 'soot': 37.82}\n",
            "Transformed: {'no2_normalized': 12.092022, 'pm10_normalized': 0.33624986, 'so2_normalized': 12.935406, 'soot_normalized': 0.3130349}\n",
            "Raw:  {'pm10': 50.96, 'no2': 30.91, 'so2': 26.24, 'soot': 26.28}\n",
            "Transformed: {'no2_normalized': -1.7679787, 'pm10_normalized': 0.16458079, 'so2_normalized': 10.715406, 'soot_normalized': 0.19950812}\n",
            "Raw:  {'pm10': 23.56, 'no2': 23.28, 'so2': 14.78, 'soot': 18.46}\n",
            "Transformed: {'no2_normalized': -9.397978, 'pm10_normalized': 0.06342526, 'so2_normalized': -0.7445936, 'soot_normalized': 0.12257746}\n",
            "Raw:  {'pm10': 31.46, 'no2': 20.98, 'so2': 14.49, 'soot': 18.39}\n",
            "Transformed: {'no2_normalized': -11.697979, 'pm10_normalized': 0.09259053, 'so2_normalized': -1.0345936, 'soot_normalized': 0.121888824}\n",
            "Raw:  {'pm10': 18.68, 'no2': 15.54, 'so2': 13.65, 'soot': 16.2}\n",
            "Transformed: {'no2_normalized': -17.137978, 'pm10_normalized': 0.045409236, 'so2_normalized': -1.8745937, 'soot_normalized': 0.10034432}\n",
            "Raw:  {'pm10': 46.2, 'no2': 29.98, 'so2': 18.27, 'soot': 24.04}\n",
            "Transformed: {'no2_normalized': -2.697979, 'pm10_normalized': 0.1470078, 'so2_normalized': 2.745407, 'soot_normalized': 0.17747171}\n",
            "Raw:  {'pm10': 112.68, 'no2': 39.36, 'so2': 22.47, 'soot': 23.51}\n",
            "Transformed: {'no2_normalized': 6.682022, 'pm10_normalized': 0.3924392, 'so2_normalized': 6.945406, 'soot_normalized': 0.17225774}\n",
            "Raw:  {'pm10': 121.79, 'no2': 43.85, 'so2': 30.06, 'soot': 31.37}\n",
            "Transformed: {'no2_normalized': 11.17202, 'pm10_normalized': 0.42607155, 'so2_normalized': 14.535406, 'soot_normalized': 0.24958189}\n",
            "Raw:  {'pm10': 90.59, 'no2': 37.15, 'so2': 25.29, 'soot': 30.19}\n",
            "Transformed: {'no2_normalized': 4.472023, 'pm10_normalized': 0.31088713, 'so2_normalized': 9.765408, 'soot_normalized': 0.23797342}\n",
            "Raw:  {'pm10': 38.34, 'no2': 30.66, 'so2': 19.29, 'soot': 20.33}\n",
            "Transformed: {'no2_normalized': -2.0179787, 'pm10_normalized': 0.11799017, 'so2_normalized': 3.7654076, 'soot_normalized': 0.14097393}\n",
            "Raw:  {'pm10': 50.2, 'no2': 26.46, 'so2': 22.53, 'soot': 18.82}\n",
            "Transformed: {'no2_normalized': -6.2179794, 'pm10_normalized': 0.16177502, 'so2_normalized': 7.0054073, 'soot_normalized': 0.12611903}\n",
            "Raw:  {'pm10': 32.93, 'no2': 21.64, 'so2': 19.55, 'soot': 16.09}\n",
            "Transformed: {'no2_normalized': -11.037979, 'pm10_normalized': 0.0980175, 'so2_normalized': 4.025406, 'soot_normalized': 0.09926217}\n",
            "Raw:  {'pm10': 33.68, 'no2': 29.83, 'so2': 17.58, 'soot': 17.39}\n",
            "Transformed: {'no2_normalized': -2.8479786, 'pm10_normalized': 0.10078635, 'so2_normalized': 2.0554066, 'soot_normalized': 0.112051144}\n",
            "Raw:  {'pm10': 63.5, 'no2': 36.4, 'so2': 19.72, 'soot': 22.39}\n",
            "Transformed: {'no2_normalized': 3.722023, 'pm10_normalized': 0.21087606, 'so2_normalized': 4.195406, 'soot_normalized': 0.16123953}\n",
            "Raw:  {'pm10': 59.38, 'no2': 31.59, 'so2': 24.91, 'soot': 20.68}\n",
            "Transformed: {'no2_normalized': -1.0879784, 'pm10_normalized': 0.19566582, 'so2_normalized': 9.3854065, 'soot_normalized': 0.1444171}\n",
            "Raw:  {'pm10': 34.18, 'no2': 27.67, 'so2': 16.04, 'soot': 18.26}\n",
            "Transformed: {'no2_normalized': -5.0079784, 'pm10_normalized': 0.102632254, 'so2_normalized': 0.51540756, 'soot_normalized': 0.12060993}\n",
            "Raw:  {'pm10': 59.93, 'no2': 29.54, 'so2': 22.45, 'soot': 23.87}\n",
            "Transformed: {'no2_normalized': -3.1379776, 'pm10_normalized': 0.19769631, 'so2_normalized': 6.9254074, 'soot_normalized': 0.17579931}\n",
            "Raw:  {'pm10': 52.4, 'no2': 31.22, 'so2': 20.94, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': -1.4579792, 'pm10_normalized': 0.169897, 'so2_normalized': 5.415407, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 33.76, 'no2': 25.38, 'so2': 17.73, 'soot': 15.79}\n",
            "Transformed: {'no2_normalized': -7.2979794, 'pm10_normalized': 0.10108169, 'so2_normalized': 2.2054062, 'soot_normalized': 0.09631086}\n",
            "Raw:  {'pm10': 39.93, 'no2': 26.66, 'so2': 15.76, 'soot': 19.53}\n",
            "Transformed: {'no2_normalized': -6.0179787, 'pm10_normalized': 0.12386015, 'so2_normalized': 0.23540688, 'soot_normalized': 0.13310379}\n",
            "Raw:  {'pm10': 58.76, 'no2': 34.92, 'so2': 17.08, 'soot': 20.28}\n",
            "Transformed: {'no2_normalized': 2.2420197, 'pm10_normalized': 0.19337688, 'so2_normalized': 1.5554066, 'soot_normalized': 0.14048204}\n",
            "Raw:  {'pm10': 45.16, 'no2': 29.79, 'so2': 20.26, 'soot': 15.88}\n",
            "Transformed: {'no2_normalized': -2.8879776, 'pm10_normalized': 0.1431683, 'so2_normalized': 4.735407, 'soot_normalized': 0.09719626}\n",
            "Raw:  {'pm10': 56.1, 'no2': 27.81, 'so2': 14.06, 'soot': 16.39}\n",
            "Transformed: {'no2_normalized': -4.867979, 'pm10_normalized': 0.18355668, 'so2_normalized': -1.4645929, 'soot_normalized': 0.102213465}\n",
            "Raw:  {'pm10': 78.56, 'no2': 27.19, 'so2': 15.64, 'soot': 21.07}\n",
            "Transformed: {'no2_normalized': -5.487978, 'pm10_normalized': 0.2664747, 'so2_normalized': 0.11540699, 'soot_normalized': 0.1482538}\n",
            "Raw:  {'pm10': 85.79, 'no2': 30.01, 'so2': 23.88, 'soot': 20.16}\n",
            "Transformed: {'no2_normalized': -2.6679783, 'pm10_normalized': 0.2931665, 'so2_normalized': 8.355406, 'soot_normalized': 0.13930151}\n",
            "Raw:  {'pm10': 100.43, 'no2': 43.86, 'so2': 27.39, 'soot': 23.25}\n",
            "Transformed: {'no2_normalized': 11.182022, 'pm10_normalized': 0.34721455, 'so2_normalized': 11.865406, 'soot_normalized': 0.16969994}\n",
            "Raw:  {'pm10': 79.28, 'no2': 40.64, 'so2': 22.51, 'soot': 21.73}\n",
            "Transformed: {'no2_normalized': 7.962021, 'pm10_normalized': 0.2691328, 'so2_normalized': 6.985407, 'soot_normalized': 0.15474667}\n",
            "Raw:  {'pm10': 103.65, 'no2': 46.18, 'so2': 30.95, 'soot': 25.75}\n",
            "Transformed: {'no2_normalized': 13.502022, 'pm10_normalized': 0.35910216, 'so2_normalized': 15.425407, 'soot_normalized': 0.19429414}\n",
            "Raw:  {'pm10': 67.48, 'no2': 41.43, 'so2': 27.04, 'soot': 22.52}\n",
            "Transformed: {'no2_normalized': 8.752022, 'pm10_normalized': 0.22556947, 'so2_normalized': 11.515408, 'soot_normalized': 0.16251844}\n",
            "Raw:  {'pm10': 60.25, 'no2': 36.18, 'so2': 25.88, 'soot': 21.25}\n",
            "Transformed: {'no2_normalized': 3.5020218, 'pm10_normalized': 0.19887769, 'so2_normalized': 10.355406, 'soot_normalized': 0.15002458}\n",
            "Raw:  {'pm10': 34.88, 'no2': 26.9, 'so2': 19.96, 'soot': 17.34}\n",
            "Transformed: {'no2_normalized': -5.777979, 'pm10_normalized': 0.105216525, 'so2_normalized': 4.4354057, 'soot_normalized': 0.111559264}\n",
            "Raw:  {'pm10': 21.56, 'no2': 23.01, 'so2': 13.21, 'soot': 18.81}\n",
            "Transformed: {'no2_normalized': -9.667978, 'pm10_normalized': 0.05604164, 'so2_normalized': -2.3145933, 'soot_normalized': 0.12602064}\n",
            "Raw:  {'pm10': 49.98, 'no2': 36.71, 'so2': 23.93, 'soot': 20.82}\n",
            "Transformed: {'no2_normalized': 4.0320206, 'pm10_normalized': 0.16096282, 'so2_normalized': 8.405407, 'soot_normalized': 0.14579438}\n",
            "Raw:  {'pm10': 76.6, 'no2': 42.06, 'so2': 25.88, 'soot': 25.01}\n",
            "Transformed: {'no2_normalized': 9.382023, 'pm10_normalized': 0.25923875, 'so2_normalized': 10.355406, 'soot_normalized': 0.18701425}\n",
            "Raw:  {'pm10': 54.64, 'no2': 37.25, 'so2': 23.47, 'soot': 21.74}\n",
            "Transformed: {'no2_normalized': 4.5720215, 'pm10_normalized': 0.17816664, 'so2_normalized': 7.945406, 'soot_normalized': 0.15484504}\n",
            "Raw:  {'pm10': 34.86, 'no2': 24.44, 'so2': 17.16, 'soot': 20.69}\n",
            "Transformed: {'no2_normalized': -8.237978, 'pm10_normalized': 0.10514268, 'so2_normalized': 1.6354065, 'soot_normalized': 0.14451548}\n",
            "Raw:  {'pm10': 52.81, 'no2': 25.15, 'so2': 18.46, 'soot': 20.59}\n",
            "Transformed: {'no2_normalized': -7.527979, 'pm10_normalized': 0.17141064, 'so2_normalized': 2.9354057, 'soot_normalized': 0.14353172}\n",
            "Raw:  {'pm10': 65.89, 'no2': 23.09, 'so2': 17.37, 'soot': 16.69}\n",
            "Transformed: {'no2_normalized': -9.587978, 'pm10_normalized': 0.21969947, 'so2_normalized': 1.8454075, 'soot_normalized': 0.10516478}\n",
            "Raw:  {'pm10': 61.24, 'no2': 22.38, 'so2': 16.43, 'soot': 16.76}\n",
            "Transformed: {'no2_normalized': -10.297979, 'pm10_normalized': 0.20253257, 'so2_normalized': 0.90540695, 'soot_normalized': 0.105853416}\n",
            "Raw:  {'pm10': 89.79, 'no2': 35.88, 'so2': 32.41, 'soot': 19.03}\n",
            "Transformed: {'no2_normalized': 3.2020226, 'pm10_normalized': 0.30793372, 'so2_normalized': 16.885406, 'soot_normalized': 0.12818494}\n",
            "Raw:  {'pm10': 38.59, 'no2': 23.77, 'so2': 27.06, 'soot': 16.76}\n",
            "Transformed: {'no2_normalized': -8.907978, 'pm10_normalized': 0.11891313, 'so2_normalized': 11.535406, 'soot_normalized': 0.105853416}\n",
            "Raw:  {'pm10': 35.36, 'no2': 21.89, 'so2': 20.19, 'soot': 12.95}\n",
            "Transformed: {'no2_normalized': -10.787979, 'pm10_normalized': 0.10698859, 'so2_normalized': 4.665407, 'soot_normalized': 0.068371855}\n",
            "Raw:  {'pm10': 58.81, 'no2': 24.0, 'so2': 17.51, 'soot': 13.64}\n",
            "Transformed: {'no2_normalized': -8.6779785, 'pm10_normalized': 0.1935615, 'so2_normalized': 1.9854069, 'soot_normalized': 0.07515986}\n",
            "Raw:  {'pm10': 81.76, 'no2': 22.82, 'so2': 23.95, 'soot': 14.64}\n",
            "Transformed: {'no2_normalized': -9.857979, 'pm10_normalized': 0.27828848, 'so2_normalized': 8.425407, 'soot_normalized': 0.08499754}\n",
            "Raw:  {'pm10': 102.42, 'no2': 23.01, 'so2': 19.13, 'soot': 17.91}\n",
            "Transformed: {'no2_normalized': -9.667978, 'pm10_normalized': 0.35456124, 'so2_normalized': 3.6054058, 'soot_normalized': 0.11716674}\n",
            "Raw:  {'pm10': 93.0, 'no2': 24.72, 'so2': 18.7, 'soot': 15.85}\n",
            "Transformed: {'no2_normalized': -7.957979, 'pm10_normalized': 0.3197844, 'so2_normalized': 3.1754074, 'soot_normalized': 0.096901126}\n",
            "Raw:  {'pm10': 71.06, 'no2': 26.12, 'so2': 22.48, 'soot': 12.56}\n",
            "Transformed: {'no2_normalized': -6.5579777, 'pm10_normalized': 0.23878613, 'so2_normalized': 6.955406, 'soot_normalized': 0.06453517}\n",
            "Raw:  {'pm10': 78.61, 'no2': 26.42, 'so2': 18.66, 'soot': 15.68}\n",
            "Transformed: {'no2_normalized': -6.2579784, 'pm10_normalized': 0.2666593, 'so2_normalized': 3.1354065, 'soot_normalized': 0.095228724}\n",
            "Raw:  {'pm10': 101.58, 'no2': 30.94, 'so2': 24.8, 'soot': 14.07}\n",
            "Transformed: {'no2_normalized': -1.737978, 'pm10_normalized': 0.35146013, 'so2_normalized': 9.275406, 'soot_normalized': 0.07939006}\n",
            "Raw:  {'pm10': 45.74, 'no2': 28.56, 'so2': 15.67, 'soot': 12.88}\n",
            "Transformed: {'no2_normalized': -4.117979, 'pm10_normalized': 0.14530955, 'so2_normalized': 0.14540672, 'soot_normalized': 0.06768323}\n",
            "Raw:  {'pm10': 64.19, 'no2': 36.02, 'so2': 19.04, 'soot': 18.09}\n",
            "Transformed: {'no2_normalized': 3.342022, 'pm10_normalized': 0.21342342, 'so2_normalized': 3.5154076, 'soot_normalized': 0.11893752}\n",
            "Raw:  {'pm10': 79.51, 'no2': 22.02, 'so2': 15.52, 'soot': 12.26}\n",
            "Transformed: {'no2_normalized': -10.657978, 'pm10_normalized': 0.26998192, 'so2_normalized': -0.0045928955, 'soot_normalized': 0.061583865}\n",
            "Raw:  {'pm10': 16.21, 'no2': 13.88, 'so2': 11.65, 'soot': 12.05}\n",
            "Transformed: {'no2_normalized': -18.797977, 'pm10_normalized': 0.036290467, 'so2_normalized': -3.8745937, 'soot_normalized': 0.059517954}\n",
            "Raw:  {'pm10': 17.65, 'no2': 19.53, 'so2': 14.22, 'soot': 11.58}\n",
            "Transformed: {'no2_normalized': -13.147978, 'pm10_normalized': 0.041606672, 'so2_normalized': -1.3045931, 'soot_normalized': 0.054894242}\n",
            "Raw:  {'pm10': 23.05, 'no2': 22.79, 'so2': 13.39, 'soot': 15.74}\n",
            "Transformed: {'no2_normalized': -9.887978, 'pm10_normalized': 0.06154243, 'so2_normalized': -2.134593, 'soot_normalized': 0.09581898}\n",
            "Raw:  {'pm10': 32.75, 'no2': 28.06, 'so2': 15.19, 'soot': 23.7}\n",
            "Transformed: {'no2_normalized': -4.617979, 'pm10_normalized': 0.09735297, 'so2_normalized': -0.33459377, 'soot_normalized': 0.17412691}\n",
            "Raw:  {'pm10': 93.7, 'no2': 40.17, 'so2': 25.62, 'soot': 37.24}\n",
            "Transformed: {'no2_normalized': 7.4920197, 'pm10_normalized': 0.32236865, 'so2_normalized': 10.0954075, 'soot_normalized': 0.30732906}\n",
            "Raw:  {'pm10': 128.3, 'no2': 42.33, 'so2': 31.83, 'soot': 31.71}\n",
            "Transformed: {'no2_normalized': 9.652023, 'pm10_normalized': 0.45010525, 'so2_normalized': 16.305407, 'soot_normalized': 0.25292668}\n",
            "Raw:  {'pm10': 63.58, 'no2': 36.59, 'so2': 18.74, 'soot': 30.93}\n",
            "Transformed: {'no2_normalized': 3.9120216, 'pm10_normalized': 0.21117142, 'so2_normalized': 3.2154064, 'soot_normalized': 0.24525331}\n",
            "Raw:  {'pm10': 110.0, 'no2': 42.93, 'so2': 29.96, 'soot': 32.57}\n",
            "Transformed: {'no2_normalized': 10.252022, 'pm10_normalized': 0.38254514, 'so2_normalized': 14.435406, 'soot_normalized': 0.26138708}\n",
            "Raw:  {'pm10': 76.8, 'no2': 40.46, 'so2': 21.14, 'soot': 30.73}\n",
            "Transformed: {'no2_normalized': 7.7820206, 'pm10_normalized': 0.25997713, 'so2_normalized': 5.615406, 'soot_normalized': 0.24328576}\n",
            "Raw:  {'pm10': 70.16, 'no2': 36.03, 'so2': 21.94, 'soot': 30.07}\n",
            "Transformed: {'no2_normalized': 3.3520203, 'pm10_normalized': 0.23546351, 'so2_normalized': 6.415407, 'soot_normalized': 0.23679289}\n",
            "Raw:  {'pm10': 56.0, 'no2': 27.57, 'so2': 18.22, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': -5.107979, 'pm10_normalized': 0.1831875, 'so2_normalized': 2.695406, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 38.2, 'no2': 32.37, 'so2': 16.17, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': -0.30797958, 'pm10_normalized': 0.11747333, 'so2_normalized': 0.6454067, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 67.23, 'no2': 48.09, 'so2': 22.91, 'soot': 22.0}\n",
            "Transformed: {'no2_normalized': 15.412022, 'pm10_normalized': 0.22464652, 'so2_normalized': 7.3854065, 'soot_normalized': 0.15740284}\n",
            "Raw:  {'pm10': 49.14, 'no2': 42.12, 'so2': 20.07, 'soot': 23.27}\n",
            "Transformed: {'no2_normalized': 9.44202, 'pm10_normalized': 0.1578617, 'so2_normalized': 4.5454063, 'soot_normalized': 0.16989669}\n",
            "Raw:  {'pm10': 39.56, 'no2': 36.83, 'so2': 17.37, 'soot': 18.33}\n",
            "Transformed: {'no2_normalized': 4.1520233, 'pm10_normalized': 0.12249418, 'so2_normalized': 1.8454075, 'soot_normalized': 0.12129857}\n",
            "Raw:  {'pm10': 64.7, 'no2': 38.94, 'so2': 14.84, 'soot': 21.2}\n",
            "Transformed: {'no2_normalized': 6.26202, 'pm10_normalized': 0.21530622, 'so2_normalized': -0.6845932, 'soot_normalized': 0.1495327}\n",
            "Raw:  {'pm10': 38.3, 'no2': 38.27, 'so2': 15.97, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': 5.592022, 'pm10_normalized': 0.1178425, 'so2_normalized': 0.4454069, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 34.1, 'no2': 35.76, 'so2': 15.12, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': 3.0820198, 'pm10_normalized': 0.102336906, 'so2_normalized': -0.40459347, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 30.16, 'no2': 28.02, 'so2': 14.3, 'soot': 12.69}\n",
            "Transformed: {'no2_normalized': -4.657978, 'pm10_normalized': 0.08779119, 'so2_normalized': -1.2245932, 'soot_normalized': 0.06581406}\n",
            "Raw:  {'pm10': 43.58, 'no2': 25.87, 'so2': 14.76, 'soot': 11.0}\n",
            "Transformed: {'no2_normalized': -6.8079777, 'pm10_normalized': 0.13733526, 'so2_normalized': -0.7645931, 'soot_normalized': 0.04918839}\n",
            "Raw:  {'pm10': 49.33, 'no2': 28.05, 'so2': 17.48, 'soot': 10.43}\n",
            "Transformed: {'no2_normalized': -4.6279793, 'pm10_normalized': 0.15856315, 'so2_normalized': 1.9554062, 'soot_normalized': 0.043580916}\n",
            "Raw:  {'pm10': 50.08, 'no2': 32.73, 'so2': 23.21, 'soot': 12.64}\n",
            "Transformed: {'no2_normalized': 0.052021027, 'pm10_normalized': 0.16133201, 'so2_normalized': 7.6854057, 'soot_normalized': 0.06532218}\n",
            "Raw:  {'pm10': 40.6, 'no2': 21.62, 'so2': 17.46, 'soot': 13.57}\n",
            "Transformed: {'no2_normalized': -11.057978, 'pm10_normalized': 0.12633365, 'so2_normalized': 1.9354057, 'soot_normalized': 0.07447122}\n",
            "Raw:  {'pm10': 29.21, 'no2': 32.94, 'so2': 14.83, 'soot': 12.93}\n",
            "Transformed: {'no2_normalized': 0.2620201, 'pm10_normalized': 0.08428396, 'so2_normalized': -0.6945934, 'soot_normalized': 0.06817511}\n",
            "Raw:  {'pm10': 37.56, 'no2': 35.48, 'so2': 16.07, 'soot': 12.53}\n",
            "Transformed: {'no2_normalized': 2.802021, 'pm10_normalized': 0.11511057, 'so2_normalized': 0.54540634, 'soot_normalized': 0.06424003}\n",
            "Raw:  {'pm10': 33.63, 'no2': 26.83, 'so2': 12.51, 'soot': 10.8}\n",
            "Transformed: {'no2_normalized': -5.8479786, 'pm10_normalized': 0.10060176, 'so2_normalized': -3.0145931, 'soot_normalized': 0.047220856}\n",
            "Raw:  {'pm10': 39.37, 'no2': 22.98, 'so2': 12.77, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': -9.697979, 'pm10_normalized': 0.12179273, 'so2_normalized': -2.754593, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 48.96, 'no2': 23.5, 'so2': 13.09, 'soot': 14.73}\n",
            "Transformed: {'no2_normalized': -9.1779785, 'pm10_normalized': 0.15719718, 'so2_normalized': -2.4345932, 'soot_normalized': 0.085882924}\n",
            "Raw:  {'pm10': 38.2, 'no2': 21.4, 'so2': 14.18, 'soot': 12.67}\n",
            "Transformed: {'no2_normalized': -11.277979, 'pm10_normalized': 0.11747333, 'so2_normalized': -1.344593, 'soot_normalized': 0.06561731}\n",
            "Raw:  {'pm10': 42.97, 'no2': 20.03, 'so2': 14.01, 'soot': 14.4}\n",
            "Transformed: {'no2_normalized': -12.647978, 'pm10_normalized': 0.13508324, 'so2_normalized': -1.5145931, 'soot_normalized': 0.08263649}\n",
            "Raw:  {'pm10': 36.9, 'no2': 29.42, 'so2': 13.81, 'soot': 22.57}\n",
            "Transformed: {'no2_normalized': -3.2579784, 'pm10_normalized': 0.112673976, 'so2_normalized': -1.7145929, 'soot_normalized': 0.16301031}\n",
            "Raw:  {'pm10': 47.65, 'no2': 31.11, 'so2': 14.62, 'soot': 25.67}\n",
            "Transformed: {'no2_normalized': -1.5679779, 'pm10_normalized': 0.15236092, 'so2_normalized': -0.90459347, 'soot_normalized': 0.19350712}\n",
            "Raw:  {'pm10': 35.36, 'no2': 22.46, 'so2': 16.16, 'soot': 23.6}\n",
            "Transformed: {'no2_normalized': -10.217979, 'pm10_normalized': 0.10698859, 'so2_normalized': 0.6354065, 'soot_normalized': 0.17314313}\n",
            "Raw:  {'pm10': 21.35, 'no2': 18.14, 'so2': 13.56, 'soot': 20.07}\n",
            "Transformed: {'no2_normalized': -14.537979, 'pm10_normalized': 0.055266365, 'so2_normalized': -1.9645929, 'soot_normalized': 0.13841613}\n",
            "Raw:  {'pm10': 36.33, 'no2': 23.16, 'so2': 14.08, 'soot': 24.53}\n",
            "Transformed: {'no2_normalized': -9.517979, 'pm10_normalized': 0.11056965, 'so2_normalized': -1.4445934, 'soot_normalized': 0.18229218}\n",
            "Raw:  {'pm10': 38.41, 'no2': 21.07, 'so2': 11.62, 'soot': 21.07}\n",
            "Transformed: {'no2_normalized': -11.607979, 'pm10_normalized': 0.118248604, 'so2_normalized': -3.9045935, 'soot_normalized': 0.1482538}\n",
            "Raw:  {'pm10': 48.76, 'no2': 30.74, 'so2': 14.73, 'soot': 22.4}\n",
            "Transformed: {'no2_normalized': -1.9379787, 'pm10_normalized': 0.15645881, 'so2_normalized': -0.7945938, 'soot_normalized': 0.16133791}\n",
            "Raw:  {'pm10': 54.2, 'no2': 28.61, 'so2': 17.72, 'soot': 20.87}\n",
            "Transformed: {'no2_normalized': -4.067978, 'pm10_normalized': 0.17654225, 'so2_normalized': 2.195406, 'soot_normalized': 0.14628628}\n",
            "Raw:  {'pm10': 29.43, 'no2': 24.48, 'so2': 16.17, 'soot': 20.73}\n",
            "Transformed: {'no2_normalized': -8.197979, 'pm10_normalized': 0.085096166, 'so2_normalized': 0.6454067, 'soot_normalized': 0.144909}\n",
            "Raw:  {'pm10': 44.44, 'no2': 28.62, 'so2': 16.74, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': -4.0579777, 'pm10_normalized': 0.1405102, 'so2_normalized': 1.2154064, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 44.62, 'no2': 27.16, 'so2': 16.07, 'soot': 20.2}\n",
            "Transformed: {'no2_normalized': -5.5179787, 'pm10_normalized': 0.14117472, 'so2_normalized': 0.54540634, 'soot_normalized': 0.13969503}\n",
            "Raw:  {'pm10': 33.73, 'no2': 24.43, 'so2': 11.97, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': -8.247978, 'pm10_normalized': 0.10097094, 'so2_normalized': -3.554593, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 36.77, 'no2': 21.08, 'so2': 10.77, 'soot': 17.67}\n",
            "Transformed: {'no2_normalized': -11.597979, 'pm10_normalized': 0.11219404, 'so2_normalized': -4.754593, 'soot_normalized': 0.1148057}\n",
            "Raw:  {'pm10': 31.41, 'no2': 28.92, 'so2': 14.15, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': -3.7579784, 'pm10_normalized': 0.092405945, 'so2_normalized': -1.3745937, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 21.31, 'no2': 27.88, 'so2': 15.05, 'soot': 19.38}\n",
            "Transformed: {'no2_normalized': -4.7979794, 'pm10_normalized': 0.055118687, 'so2_normalized': -0.47459316, 'soot_normalized': 0.13162813}\n",
            "Raw:  {'pm10': 35.68, 'no2': 33.86, 'so2': 13.43, 'soot': 20.93}\n",
            "Transformed: {'no2_normalized': 1.1820221, 'pm10_normalized': 0.108169965, 'so2_normalized': -2.094593, 'soot_normalized': 0.14687653}\n",
            "Raw:  {'pm10': 30.09, 'no2': 36.6, 'so2': 16.12, 'soot': 20.79}\n",
            "Transformed: {'no2_normalized': 3.92202, 'pm10_normalized': 0.08753276, 'so2_normalized': 0.5954075, 'soot_normalized': 0.14549926}\n",
            "Raw:  {'pm10': 28.09, 'no2': 37.61, 'so2': 17.55, 'soot': 19.79}\n",
            "Transformed: {'no2_normalized': 4.932022, 'pm10_normalized': 0.080149144, 'so2_normalized': 2.025406, 'soot_normalized': 0.13566159}\n",
            "Raw:  {'pm10': 27.0, 'no2': 36.36, 'so2': 12.14, 'soot': 20.64}\n",
            "Transformed: {'no2_normalized': 3.682022, 'pm10_normalized': 0.07612507, 'so2_normalized': -3.384593, 'soot_normalized': 0.1440236}\n",
            "Raw:  {'pm10': 26.43, 'no2': 33.47, 'so2': 11.52, 'soot': 20.43}\n",
            "Transformed: {'no2_normalized': 0.7920227, 'pm10_normalized': 0.07402074, 'so2_normalized': -4.004593, 'soot_normalized': 0.14195769}\n",
            "Raw:  {'pm10': 25.49, 'no2': 33.89, 'so2': 11.36, 'soot': 18.21}\n",
            "Transformed: {'no2_normalized': 1.2120209, 'pm10_normalized': 0.07055045, 'so2_normalized': -4.1645937, 'soot_normalized': 0.12011804}\n",
            "Raw:  {'pm10': 51.7, 'no2': 45.15, 'so2': 14.62, 'soot': 20.67}\n",
            "Transformed: {'no2_normalized': 12.472023, 'pm10_normalized': 0.16731273, 'so2_normalized': -0.90459347, 'soot_normalized': 0.14431873}\n",
            "Raw:  {'pm10': 45.13, 'no2': 45.27, 'so2': 13.02, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': 12.592022, 'pm10_normalized': 0.14305755, 'so2_normalized': -2.504593, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 43.29, 'no2': 42.96, 'so2': 14.71, 'soot': 19.2}\n",
            "Transformed: {'no2_normalized': 10.282021, 'pm10_normalized': 0.13626462, 'so2_normalized': -0.8145933, 'soot_normalized': 0.12985735}\n",
            "Raw:  {'pm10': 46.03, 'no2': 41.03, 'so2': 12.73, 'soot': 18.21}\n",
            "Transformed: {'no2_normalized': 8.35202, 'pm10_normalized': 0.14638017, 'so2_normalized': -2.7945938, 'soot_normalized': 0.12011804}\n",
            "Raw:  {'pm10': 53.54, 'no2': 46.74, 'so2': 13.76, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': 14.062023, 'pm10_normalized': 0.17410566, 'so2_normalized': -1.7645931, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 55.32, 'no2': 44.49, 'so2': 16.28, 'soot': 20.14}\n",
            "Transformed: {'no2_normalized': 11.812023, 'pm10_normalized': 0.18067707, 'so2_normalized': 0.75540733, 'soot_normalized': 0.13910475}\n",
            "Raw:  {'pm10': 41.23, 'no2': 28.42, 'so2': 12.56, 'soot': 20.57}\n",
            "Transformed: {'no2_normalized': -4.2579784, 'pm10_normalized': 0.1286595, 'so2_normalized': -2.964593, 'soot_normalized': 0.14333495}\n",
            "Raw:  {'pm10': 32.13, 'no2': 43.01, 'so2': 12.98, 'soot': 21.93}\n",
            "Transformed: {'no2_normalized': 10.33202, 'pm10_normalized': 0.09506405, 'so2_normalized': -2.5445938, 'soot_normalized': 0.15671422}\n",
            "Raw:  {'pm10': 36.78, 'no2': 55.08, 'so2': 15.71, 'soot': 24.87}\n",
            "Transformed: {'no2_normalized': 22.402023, 'pm10_normalized': 0.11223095, 'so2_normalized': 0.18540668, 'soot_normalized': 0.18563698}\n",
            "Raw:  {'pm10': 42.64, 'no2': 56.94, 'so2': 15.8, 'soot': 24.67}\n",
            "Transformed: {'no2_normalized': 24.26202, 'pm10_normalized': 0.13386494, 'so2_normalized': 0.27540684, 'soot_normalized': 0.18366945}\n",
            "Raw:  {'pm10': 47.81, 'no2': 56.84, 'so2': 15.46, 'soot': 27.67}\n",
            "Transformed: {'no2_normalized': 24.162022, 'pm10_normalized': 0.1529516, 'so2_normalized': -0.064593315, 'soot_normalized': 0.21318248}\n",
            "Raw:  {'pm10': 33.96, 'no2': 38.09, 'so2': 13.05, 'soot': 23.27}\n",
            "Transformed: {'no2_normalized': 5.4120216, 'pm10_normalized': 0.10182005, 'so2_normalized': -2.4745932, 'soot_normalized': 0.16989669}\n",
            "Raw:  {'pm10': 34.91, 'no2': 34.44, 'so2': 14.23, 'soot': 22.07}\n",
            "Transformed: {'no2_normalized': 1.7620201, 'pm10_normalized': 0.10532727, 'so2_normalized': -1.2945938, 'soot_normalized': 0.15809147}\n",
            "Raw:  {'pm10': 47.73, 'no2': 52.08, 'so2': 16.21, 'soot': 26.07}\n",
            "Transformed: {'no2_normalized': 19.402023, 'pm10_normalized': 0.15265624, 'so2_normalized': 0.68540573, 'soot_normalized': 0.19744219}\n",
            "Raw:  {'pm10': 63.87, 'no2': 46.9, 'so2': 18.03, 'soot': 25.21}\n",
            "Transformed: {'no2_normalized': 14.222023, 'pm10_normalized': 0.21224202, 'so2_normalized': 2.5054073, 'soot_normalized': 0.18898179}\n",
            "Raw:  {'pm10': 56.36, 'no2': 33.26, 'so2': 16.17, 'soot': 22.71}\n",
            "Transformed: {'no2_normalized': 0.5820198, 'pm10_normalized': 0.18451655, 'so2_normalized': 0.6454067, 'soot_normalized': 0.16438758}\n",
            "Raw:  {'pm10': 50.74, 'no2': 28.26, 'so2': 13.91, 'soot': 20.92}\n",
            "Transformed: {'no2_normalized': -4.4179783, 'pm10_normalized': 0.1637686, 'so2_normalized': -1.6145935, 'soot_normalized': 0.14677815}\n",
            "Raw:  {'pm10': 39.74, 'no2': 28.73, 'so2': 15.08, 'soot': 18.67}\n",
            "Transformed: {'no2_normalized': -3.947979, 'pm10_normalized': 0.123158716, 'so2_normalized': -0.44459343, 'soot_normalized': 0.12464338}\n",
            "Raw:  {'pm10': 42.24, 'no2': 34.67, 'so2': 12.93, 'soot': 22.0}\n",
            "Transformed: {'no2_normalized': 1.9920197, 'pm10_normalized': 0.13238823, 'so2_normalized': -2.594593, 'soot_normalized': 0.15740284}\n",
            "Raw:  {'pm10': 38.26, 'no2': 28.33, 'so2': 11.56, 'soot': 21.5}\n",
            "Transformed: {'no2_normalized': -4.3479786, 'pm10_normalized': 0.117694825, 'so2_normalized': -3.964593, 'soot_normalized': 0.152484}\n",
            "Raw:  {'pm10': 33.8, 'no2': 22.16, 'so2': 11.91, 'soot': 21.08}\n",
            "Transformed: {'no2_normalized': -10.517979, 'pm10_normalized': 0.10122936, 'so2_normalized': -3.6145935, 'soot_normalized': 0.14835218}\n",
            "Raw:  {'pm10': 43.03, 'no2': 32.67, 'so2': 12.1, 'soot': 32.91}\n",
            "Transformed: {'no2_normalized': -0.007980347, 'pm10_normalized': 0.13530475, 'so2_normalized': -3.424593, 'soot_normalized': 0.2647319}\n",
            "Raw:  {'pm10': 29.36, 'no2': 30.99, 'so2': 12.21, 'soot': 23.97}\n",
            "Transformed: {'no2_normalized': -1.6879787, 'pm10_normalized': 0.08483774, 'so2_normalized': -3.3145933, 'soot_normalized': 0.17678306}\n",
            "Raw:  {'pm10': 33.65, 'no2': 30.16, 'so2': 11.52, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': -2.5179787, 'pm10_normalized': 0.100675605, 'so2_normalized': -4.004593, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 24.03, 'no2': 38.3, 'so2': 12.77, 'soot': 21.0}\n",
            "Transformed: {'no2_normalized': 5.6220207, 'pm10_normalized': 0.065160416, 'so2_normalized': -2.754593, 'soot_normalized': 0.14756517}\n",
            "Raw:  {'pm10': 30.53, 'no2': 33.19, 'so2': 12.44, 'soot': 19.13}\n",
            "Transformed: {'no2_normalized': 0.5120201, 'pm10_normalized': 0.089157164, 'so2_normalized': -3.0845938, 'soot_normalized': 0.1291687}\n",
            "Raw:  {'pm10': 22.96, 'no2': 22.56, 'so2': 10.22, 'soot': 19.33}\n",
            "Transformed: {'no2_normalized': -10.117979, 'pm10_normalized': 0.061210167, 'so2_normalized': -5.304593, 'soot_normalized': 0.13113624}\n",
            "Raw:  {'pm10': 23.76, 'no2': 25.67, 'so2': 10.04, 'soot': 18.38}\n",
            "Transformed: {'no2_normalized': -7.0079784, 'pm10_normalized': 0.064163625, 'so2_normalized': -5.4845934, 'soot_normalized': 0.12179044}\n",
            "Raw:  {'pm10': 24.93, 'no2': 30.46, 'so2': 10.88, 'soot': 19.31}\n",
            "Transformed: {'no2_normalized': -2.2179794, 'pm10_normalized': 0.06848303, 'so2_normalized': -4.6445932, 'soot_normalized': 0.13093948}\n",
            "Raw:  {'pm10': 29.91, 'no2': 39.25, 'so2': 12.55, 'soot': 19.06}\n",
            "Transformed: {'no2_normalized': 6.5720215, 'pm10_normalized': 0.086868234, 'so2_normalized': -2.9745932, 'soot_normalized': 0.12848006}\n",
            "Raw:  {'pm10': 22.16, 'no2': 35.04, 'so2': 12.07, 'soot': 19.19}\n",
            "Transformed: {'no2_normalized': 2.3620224, 'pm10_normalized': 0.058256727, 'so2_normalized': -3.4545937, 'soot_normalized': 0.12975897}\n",
            "Raw:  {'pm10': 25.9, 'no2': 31.57, 'so2': 12.96, 'soot': 19.5}\n",
            "Transformed: {'no2_normalized': -1.1079788, 'pm10_normalized': 0.072064094, 'so2_normalized': -2.5645933, 'soot_normalized': 0.13280866}\n",
            "Raw:  {'pm10': 21.64, 'no2': 34.27, 'so2': 15.05, 'soot': 20.0}\n",
            "Transformed: {'no2_normalized': 1.592022, 'pm10_normalized': 0.056336984, 'so2_normalized': -0.47459316, 'soot_normalized': 0.13772748}\n",
            "Raw:  {'pm10': 44.06, 'no2': 32.49, 'so2': 9.78, 'soot': 21.31}\n",
            "Transformed: {'no2_normalized': -0.18797684, 'pm10_normalized': 0.13910732, 'so2_normalized': -5.7445936, 'soot_normalized': 0.15061484}\n",
            "Raw:  {'pm10': 24.55, 'no2': 32.39, 'so2': 11.62, 'soot': 20.13}\n",
            "Transformed: {'no2_normalized': -0.28797913, 'pm10_normalized': 0.06708014, 'so2_normalized': -3.9045935, 'soot_normalized': 0.13900638}\n",
            "Raw:  {'pm10': 22.03, 'no2': 30.34, 'so2': 13.29, 'soot': 20.56}\n",
            "Transformed: {'no2_normalized': -2.3379784, 'pm10_normalized': 0.057776794, 'so2_normalized': -2.2345934, 'soot_normalized': 0.14323658}\n",
            "Raw:  {'pm10': 17.36, 'no2': 24.06, 'so2': 12.15, 'soot': 20.07}\n",
            "Transformed: {'no2_normalized': -8.617979, 'pm10_normalized': 0.040536053, 'so2_normalized': -3.3745937, 'soot_normalized': 0.13841613}\n",
            "Raw:  {'pm10': 16.25, 'no2': 26.81, 'so2': 11.19, 'soot': 19.2}\n",
            "Transformed: {'no2_normalized': -5.867979, 'pm10_normalized': 0.036438145, 'so2_normalized': -4.334594, 'soot_normalized': 0.12985735}\n",
            "Raw:  {'pm10': 22.51, 'no2': 26.01, 'so2': 12.81, 'soot': 20.73}\n",
            "Transformed: {'no2_normalized': -6.6679783, 'pm10_normalized': 0.059548866, 'so2_normalized': -2.714593, 'soot_normalized': 0.144909}\n",
            "Raw:  {'pm10': 15.78, 'no2': 25.9, 'so2': 8.93, 'soot': 20.67}\n",
            "Transformed: {'no2_normalized': -6.777979, 'pm10_normalized': 0.034702994, 'so2_normalized': -6.594593, 'soot_normalized': 0.14431873}\n",
            "Raw:  {'pm10': 21.61, 'no2': 24.94, 'so2': 13.63, 'soot': 20.13}\n",
            "Transformed: {'no2_normalized': -7.737978, 'pm10_normalized': 0.056226235, 'so2_normalized': -1.8945932, 'soot_normalized': 0.13900638}\n",
            "Raw:  {'pm10': 14.8, 'no2': 27.21, 'so2': 15.96, 'soot': 19.4}\n",
            "Transformed: {'no2_normalized': -5.4679794, 'pm10_normalized': 0.031085022, 'so2_normalized': 0.43540668, 'soot_normalized': 0.13182488}\n",
            "Raw:  {'pm10': 16.09, 'no2': 30.86, 'so2': 17.85, 'soot': 25.47}\n",
            "Transformed: {'no2_normalized': -1.8179779, 'pm10_normalized': 0.035847455, 'so2_normalized': 2.325407, 'soot_normalized': 0.19153957}\n",
            "Raw:  {'pm10': 36.79, 'no2': 29.75, 'so2': 13.54, 'soot': 22.2}\n",
            "Transformed: {'no2_normalized': -2.9279785, 'pm10_normalized': 0.112267874, 'so2_normalized': -1.9845934, 'soot_normalized': 0.1593704}\n",
            "Raw:  {'pm10': 33.49, 'no2': 35.14, 'so2': 12.67, 'soot': 24.2}\n",
            "Transformed: {'no2_normalized': 2.4620209, 'pm10_normalized': 0.100084916, 'so2_normalized': -2.8545933, 'soot_normalized': 0.17904574}\n",
            "Raw:  {'pm10': 24.29, 'no2': 33.95, 'so2': 14.64, 'soot': 25.27}\n",
            "Transformed: {'no2_normalized': 1.2720222, 'pm10_normalized': 0.06612028, 'so2_normalized': -0.884593, 'soot_normalized': 0.18957205}\n",
            "Raw:  {'pm10': 15.25, 'no2': 32.86, 'so2': 14.58, 'soot': 22.4}\n",
            "Transformed: {'no2_normalized': 0.1820221, 'pm10_normalized': 0.032746334, 'so2_normalized': -0.9445934, 'soot_normalized': 0.16133791}\n",
            "Raw:  {'pm10': 19.49, 'no2': 28.92, 'so2': 11.95, 'soot': 22.0}\n",
            "Transformed: {'no2_normalized': -3.7579784, 'pm10_normalized': 0.0483996, 'so2_normalized': -3.5745935, 'soot_normalized': 0.15740284}\n",
            "Raw:  {'pm10': 20.49, 'no2': 24.25, 'so2': 11.21, 'soot': 18.67}\n",
            "Transformed: {'no2_normalized': -8.4279785, 'pm10_normalized': 0.05209141, 'so2_normalized': -4.3145933, 'soot_normalized': 0.12464338}\n",
            "Raw:  {'pm10': 11.9, 'no2': 25.26, 'so2': 11.39, 'soot': 12.43}\n",
            "Transformed: {'no2_normalized': -7.4179783, 'pm10_normalized': 0.020378778, 'so2_normalized': -4.134593, 'soot_normalized': 0.06325627}\n",
            "Raw:  {'pm10': 20.49, 'no2': 27.63, 'so2': 11.06, 'soot': 14.07}\n",
            "Transformed: {'no2_normalized': -5.0479794, 'pm10_normalized': 0.05209141, 'so2_normalized': -4.464593, 'soot_normalized': 0.07939006}\n",
            "Raw:  {'pm10': 37.54, 'no2': 30.89, 'so2': 11.94, 'soot': 15.47}\n",
            "Transformed: {'no2_normalized': -1.7879791, 'pm10_normalized': 0.11503673, 'so2_normalized': -3.5845938, 'soot_normalized': 0.09316281}\n",
            "Raw:  {'pm10': 33.76, 'no2': 28.24, 'so2': 11.54, 'soot': 13.33}\n",
            "Transformed: {'no2_normalized': -4.4379787, 'pm10_normalized': 0.10108169, 'so2_normalized': -3.9845934, 'soot_normalized': 0.072110176}\n",
            "Raw:  {'pm10': 32.57, 'no2': 27.07, 'so2': 11.74, 'soot': 13.07}\n",
            "Transformed: {'no2_normalized': -5.607979, 'pm10_normalized': 0.09668844, 'so2_normalized': -3.7845936, 'soot_normalized': 0.06955238}\n",
            "Raw:  {'pm10': 34.89, 'no2': 26.56, 'so2': 13.85, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': -6.117979, 'pm10_normalized': 0.105253436, 'so2_normalized': -1.674593, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 29.47, 'no2': 29.14, 'so2': 13.91, 'soot': 16.21}\n",
            "Transformed: {'no2_normalized': -3.5379791, 'pm10_normalized': 0.08524384, 'so2_normalized': -1.6145935, 'soot_normalized': 0.10044268}\n",
            "Raw:  {'pm10': 23.03, 'no2': 29.18, 'so2': 15.56, 'soot': 13.57}\n",
            "Transformed: {'no2_normalized': -3.4979782, 'pm10_normalized': 0.061468605, 'so2_normalized': 0.035407066, 'soot_normalized': 0.07447122}\n",
            "Raw:  {'pm10': 27.74, 'no2': 25.35, 'so2': 11.38, 'soot': 11.36}\n",
            "Transformed: {'no2_normalized': -7.327978, 'pm10_normalized': 0.07885702, 'so2_normalized': -4.1445932, 'soot_normalized': 0.05272995}\n",
            "Raw:  {'pm10': 26.43, 'no2': 29.23, 'so2': 9.7, 'soot': 14.6}\n",
            "Transformed: {'no2_normalized': -3.447979, 'pm10_normalized': 0.07402074, 'so2_normalized': -5.8245935, 'soot_normalized': 0.08460403}\n",
            "Raw:  {'pm10': 29.18, 'no2': 32.66, 'so2': 8.39, 'soot': 16.14}\n",
            "Transformed: {'no2_normalized': -0.017978668, 'pm10_normalized': 0.08417322, 'so2_normalized': -7.134593, 'soot_normalized': 0.09975404}\n",
            "Raw:  {'pm10': 29.81, 'no2': 35.86, 'so2': 11.12, 'soot': 15.64}\n",
            "Transformed: {'no2_normalized': 3.182022, 'pm10_normalized': 0.08649906, 'so2_normalized': -4.4045935, 'soot_normalized': 0.094835214}\n",
            "Raw:  {'pm10': 32.54, 'no2': 35.98, 'so2': 9.9, 'soot': 16.5}\n",
            "Transformed: {'no2_normalized': 3.302021, 'pm10_normalized': 0.0965777, 'so2_normalized': -5.6245937, 'soot_normalized': 0.10329562}\n",
            "Raw:  {'pm10': 32.18, 'no2': 43.18, 'so2': 9.99, 'soot': 17.0}\n",
            "Transformed: {'no2_normalized': 10.502022, 'pm10_normalized': 0.09524864, 'so2_normalized': -5.5345936, 'soot_normalized': 0.10821445}\n",
            "Raw:  {'pm10': 39.81, 'no2': 49.28, 'so2': 13.92, 'soot': 18.81}\n",
            "Transformed: {'no2_normalized': 16.60202, 'pm10_normalized': 0.12341714, 'so2_normalized': -1.6045933, 'soot_normalized': 0.12602064}\n",
            "Raw:  {'pm10': 41.08, 'no2': 50.81, 'so2': 11.41, 'soot': 19.0}\n",
            "Transformed: {'no2_normalized': 18.132023, 'pm10_normalized': 0.12810573, 'so2_normalized': -4.1145935, 'soot_normalized': 0.12788981}\n",
            "Raw:  {'pm10': 41.2, 'no2': 35.44, 'so2': 12.08, 'soot': 17.13}\n",
            "Transformed: {'no2_normalized': 2.76202, 'pm10_normalized': 0.12854874, 'so2_normalized': -3.4445934, 'soot_normalized': 0.109493345}\n",
            "Raw:  {'pm10': 45.38, 'no2': 33.22, 'so2': 11.42, 'soot': 18.25}\n",
            "Transformed: {'no2_normalized': 0.5420227, 'pm10_normalized': 0.1439805, 'so2_normalized': -4.1045933, 'soot_normalized': 0.120511554}\n",
            "Raw:  {'pm10': 52.24, 'no2': 31.97, 'so2': 10.26, 'soot': 20.75}\n",
            "Transformed: {'no2_normalized': -0.7079792, 'pm10_normalized': 0.16930631, 'so2_normalized': -5.264593, 'soot_normalized': 0.14510575}\n",
            "Raw:  {'pm10': 30.81, 'no2': 28.15, 'so2': 10.89, 'soot': 18.44}\n",
            "Transformed: {'no2_normalized': -4.527979, 'pm10_normalized': 0.090190865, 'so2_normalized': -4.634593, 'soot_normalized': 0.12238072}\n",
            "Raw:  {'pm10': 30.7, 'no2': 27.17, 'so2': 8.52, 'soot': 21.47}\n",
            "Transformed: {'no2_normalized': -5.5079784, 'pm10_normalized': 0.089784764, 'so2_normalized': -7.004593, 'soot_normalized': 0.15218887}\n",
            "Raw:  {'pm10': 17.06, 'no2': 26.41, 'so2': 5.94, 'soot': 21.6}\n",
            "Transformed: {'no2_normalized': -6.2679787, 'pm10_normalized': 0.039428506, 'so2_normalized': -9.584593, 'soot_normalized': 0.15346777}\n",
            "Raw:  {'pm10': 13.16, 'no2': 24.93, 'so2': 6.5, 'soot': 20.0}\n",
            "Transformed: {'no2_normalized': -7.747978, 'pm10_normalized': 0.025030456, 'so2_normalized': -9.024593, 'soot_normalized': 0.13772748}\n",
            "Raw:  {'pm10': 18.9, 'no2': 27.41, 'so2': 7.56, 'soot': 21.06}\n",
            "Transformed: {'no2_normalized': -5.2679787, 'pm10_normalized': 0.04622143, 'so2_normalized': -7.9645934, 'soot_normalized': 0.14815542}\n",
            "Raw:  {'pm10': 25.75, 'no2': 32.73, 'so2': 9.48, 'soot': 21.81}\n",
            "Transformed: {'no2_normalized': 0.052021027, 'pm10_normalized': 0.071510315, 'so2_normalized': -6.044594, 'soot_normalized': 0.15553369}\n",
            "Raw:  {'pm10': 26.3, 'no2': 32.19, 'so2': 6.99, 'soot': 23.75}\n",
            "Transformed: {'no2_normalized': -0.4879799, 'pm10_normalized': 0.07354081, 'so2_normalized': -8.534594, 'soot_normalized': 0.17461878}\n",
            "Raw:  {'pm10': 21.01, 'no2': 21.05, 'so2': 7.24, 'soot': 21.5}\n",
            "Transformed: {'no2_normalized': -11.627979, 'pm10_normalized': 0.05401115, 'so2_normalized': -8.284594, 'soot_normalized': 0.152484}\n",
            "Raw:  {'pm10': 20.31, 'no2': 24.09, 'so2': 8.31, 'soot': 21.57}\n",
            "Transformed: {'no2_normalized': -8.587978, 'pm10_normalized': 0.05142688, 'so2_normalized': -7.214593, 'soot_normalized': 0.15317264}\n",
            "Raw:  {'pm10': 27.54, 'no2': 30.22, 'so2': 8.3, 'soot': 22.21}\n",
            "Transformed: {'no2_normalized': -2.4579792, 'pm10_normalized': 0.07811865, 'so2_normalized': -7.224593, 'soot_normalized': 0.15946874}\n",
            "Raw:  {'pm10': 35.61, 'no2': 36.52, 'so2': 18.14, 'soot': 25.2}\n",
            "Transformed: {'no2_normalized': 3.842022, 'pm10_normalized': 0.10791154, 'so2_normalized': 2.615406, 'soot_normalized': 0.18888342}\n",
            "Raw:  {'pm10': 39.56, 'no2': 38.04, 'so2': 18.15, 'soot': 26.0}\n",
            "Transformed: {'no2_normalized': 5.3620224, 'pm10_normalized': 0.12249418, 'so2_normalized': 2.6254063, 'soot_normalized': 0.19675356}\n",
            "Raw:  {'pm10': 36.21, 'no2': 35.0, 'so2': 13.44, 'soot': 27.13}\n",
            "Transformed: {'no2_normalized': 2.3220215, 'pm10_normalized': 0.11012662, 'so2_normalized': -2.0845938, 'soot_normalized': 0.20787013}\n",
            "Raw:  {'pm10': 33.31, 'no2': 28.52, 'so2': 12.99, 'soot': 24.31}\n",
            "Transformed: {'no2_normalized': -4.157978, 'pm10_normalized': 0.09942038, 'so2_normalized': -2.5345936, 'soot_normalized': 0.18012787}\n",
            "Raw:  {'pm10': 36.16, 'no2': 22.94, 'so2': 14.55, 'soot': 22.69}\n",
            "Transformed: {'no2_normalized': -9.737978, 'pm10_normalized': 0.109942034, 'so2_normalized': -0.97459316, 'soot_normalized': 0.16419084}\n",
            "Raw:  {'pm10': 35.05, 'no2': 25.9, 'so2': 11.65, 'soot': 23.5}\n",
            "Transformed: {'no2_normalized': -6.777979, 'pm10_normalized': 0.105844125, 'so2_normalized': -3.8745937, 'soot_normalized': 0.17215936}\n",
            "Raw:  {'pm10': 33.05, 'no2': 22.69, 'so2': 9.31, 'soot': 22.75}\n",
            "Transformed: {'no2_normalized': -9.987978, 'pm10_normalized': 0.09846051, 'so2_normalized': -6.214593, 'soot_normalized': 0.16478111}\n",
            "Raw:  {'pm10': 29.05, 'no2': 23.29, 'so2': 10.05, 'soot': 22.93}\n",
            "Transformed: {'no2_normalized': -9.387978, 'pm10_normalized': 0.08369328, 'so2_normalized': -5.474593, 'soot_normalized': 0.16655189}\n",
            "Raw:  {'pm10': 31.13, 'no2': 24.29, 'so2': 11.25, 'soot': 22.4}\n",
            "Transformed: {'no2_normalized': -8.387978, 'pm10_normalized': 0.091372244, 'so2_normalized': -4.2745934, 'soot_normalized': 0.16133791}\n",
            "Raw:  {'pm10': 21.53, 'no2': 27.49, 'so2': 9.04, 'soot': 22.29}\n",
            "Transformed: {'no2_normalized': -5.1879787, 'pm10_normalized': 0.05593089, 'so2_normalized': -6.4845934, 'soot_normalized': 0.16025577}\n",
            "Raw:  {'pm10': 21.96, 'no2': 25.74, 'so2': 8.44, 'soot': 22.79}\n",
            "Transformed: {'no2_normalized': -6.9379787, 'pm10_normalized': 0.057518363, 'so2_normalized': -7.084594, 'soot_normalized': 0.16517462}\n",
            "Raw:  {'pm10': 22.91, 'no2': 22.99, 'so2': 8.1, 'soot': 23.79}\n",
            "Transformed: {'no2_normalized': -9.687979, 'pm10_normalized': 0.06102558, 'so2_normalized': -7.424593, 'soot_normalized': 0.17501229}\n",
            "Raw:  {'pm10': 27.59, 'no2': 21.77, 'so2': 8.53, 'soot': 24.14}\n",
            "Transformed: {'no2_normalized': -10.907978, 'pm10_normalized': 0.07830324, 'so2_normalized': -6.9945936, 'soot_normalized': 0.17845547}\n",
            "Raw:  {'pm10': 30.34, 'no2': 20.31, 'so2': 7.09, 'soot': 21.87}\n",
            "Transformed: {'no2_normalized': -12.367979, 'pm10_normalized': 0.088455714, 'so2_normalized': -8.434593, 'soot_normalized': 0.15612395}\n",
            "Raw:  {'pm10': 24.83, 'no2': 27.2, 'so2': 9.65, 'soot': 25.0}\n",
            "Transformed: {'no2_normalized': -5.4779778, 'pm10_normalized': 0.068113856, 'so2_normalized': -5.8745937, 'soot_normalized': 0.18691587}\n",
            "Raw:  {'pm10': 31.06, 'no2': 33.97, 'so2': 10.24, 'soot': 30.44}\n",
            "Transformed: {'no2_normalized': 1.2920227, 'pm10_normalized': 0.09111382, 'so2_normalized': -5.2845936, 'soot_normalized': 0.24043284}\n",
            "Raw:  {'pm10': 32.48, 'no2': 35.76, 'so2': 14.9, 'soot': 28.38}\n",
            "Transformed: {'no2_normalized': 3.0820198, 'pm10_normalized': 0.096356176, 'so2_normalized': -0.62459373, 'soot_normalized': 0.22016722}\n",
            "Raw:  {'pm10': 34.34, 'no2': 31.22, 'so2': 11.23, 'soot': 25.88}\n",
            "Transformed: {'no2_normalized': -1.4579792, 'pm10_normalized': 0.103222944, 'so2_normalized': -4.294594, 'soot_normalized': 0.19557303}\n",
            "Raw:  {'pm10': 18.35, 'no2': 20.25, 'so2': 7.98, 'soot': 21.75}\n",
            "Transformed: {'no2_normalized': -12.4279785, 'pm10_normalized': 0.04419094, 'so2_normalized': -7.5445933, 'soot_normalized': 0.15494342}\n",
            "Raw:  {'pm10': 20.97, 'no2': 30.19, 'so2': 9.89, 'soot': 25.63}\n",
            "Transformed: {'no2_normalized': -2.487978, 'pm10_normalized': 0.053863473, 'so2_normalized': -5.634593, 'soot_normalized': 0.19311361}\n",
            "Raw:  {'pm10': 26.53, 'no2': 33.68, 'so2': 12.88, 'soot': 28.44}\n",
            "Transformed: {'no2_normalized': 1.0020218, 'pm10_normalized': 0.074389935, 'so2_normalized': -2.6445932, 'soot_normalized': 0.2207575}\n",
            "Raw:  {'pm10': 29.38, 'no2': 38.96, 'so2': 13.49, 'soot': 28.13}\n",
            "Transformed: {'no2_normalized': 6.2820206, 'pm10_normalized': 0.08491158, 'so2_normalized': -2.0345936, 'soot_normalized': 0.2177078}\n",
            "Raw:  {'pm10': 41.84, 'no2': 44.57, 'so2': 11.9, 'soot': 31.13}\n",
            "Transformed: {'no2_normalized': 11.892021, 'pm10_normalized': 0.1309115, 'so2_normalized': -3.6245937, 'soot_normalized': 0.24722083}\n",
            "Raw:  {'pm10': 38.96, 'no2': 39.68, 'so2': 9.35, 'soot': 32.56}\n",
            "Transformed: {'no2_normalized': 7.002022, 'pm10_normalized': 0.120279096, 'so2_normalized': -6.174593, 'soot_normalized': 0.26128873}\n",
            "Raw:  {'pm10': 34.28, 'no2': 40.39, 'so2': 10.95, 'soot': 29.88}\n",
            "Transformed: {'no2_normalized': 7.712021, 'pm10_normalized': 0.10300143, 'so2_normalized': -4.5745935, 'soot_normalized': 0.23492374}\n",
            "Raw:  {'pm10': 32.25, 'no2': 40.69, 'so2': 11.05, 'soot': 33.31}\n",
            "Transformed: {'no2_normalized': 8.01202, 'pm10_normalized': 0.09550706, 'so2_normalized': -4.474593, 'soot_normalized': 0.26866698}\n",
            "Raw:  {'pm10': 50.51, 'no2': 42.52, 'so2': 19.24, 'soot': 34.44}\n",
            "Transformed: {'no2_normalized': 9.842022, 'pm10_normalized': 0.16291948, 'so2_normalized': 3.7154064, 'soot_normalized': 0.27978355}\n",
            "Raw:  {'pm10': 28.96, 'no2': 30.71, 'so2': 9.89, 'soot': 27.88}\n",
            "Transformed: {'no2_normalized': -1.9679794, 'pm10_normalized': 0.083361015, 'so2_normalized': -5.634593, 'soot_normalized': 0.21524838}\n",
            "Raw:  {'pm10': 23.38, 'no2': 29.24, 'so2': 9.99, 'soot': 24.2}\n",
            "Transformed: {'no2_normalized': -3.4379787, 'pm10_normalized': 0.06276073, 'so2_normalized': -5.5345936, 'soot_normalized': 0.17904574}\n",
            "Raw:  {'pm10': 47.81, 'no2': 35.48, 'so2': 9.57, 'soot': 21.46}\n",
            "Transformed: {'no2_normalized': 2.802021, 'pm10_normalized': 0.1529516, 'so2_normalized': -5.9545937, 'soot_normalized': 0.15209049}\n",
            "Raw:  {'pm10': 34.69, 'no2': 44.54, 'so2': 11.31, 'soot': 22.45}\n",
            "Transformed: {'no2_normalized': 11.862022, 'pm10_normalized': 0.10451507, 'so2_normalized': -4.214593, 'soot_normalized': 0.1618298}\n",
            "Raw:  {'pm10': 36.96, 'no2': 47.58, 'so2': 13.49, 'soot': 25.31}\n",
            "Transformed: {'no2_normalized': 14.902023, 'pm10_normalized': 0.112895474, 'so2_normalized': -2.0345936, 'soot_normalized': 0.18996555}\n",
            "Raw:  {'pm10': 38.13, 'no2': 41.45, 'so2': 12.11, 'soot': 22.97}\n",
            "Transformed: {'no2_normalized': 8.772022, 'pm10_normalized': 0.117214896, 'so2_normalized': -3.4145937, 'soot_normalized': 0.16694538}\n",
            "Raw:  {'pm10': 32.01, 'no2': 46.22, 'so2': 9.46, 'soot': 22.07}\n",
            "Transformed: {'no2_normalized': 13.542023, 'pm10_normalized': 0.094621025, 'so2_normalized': -6.0645933, 'soot_normalized': 0.15809147}\n",
            "Raw:  {'pm10': 39.31, 'no2': 56.44, 'so2': 10.67, 'soot': 27.61}\n",
            "Transformed: {'no2_normalized': 23.76202, 'pm10_normalized': 0.121571235, 'so2_normalized': -4.8545933, 'soot_normalized': 0.21259221}\n",
            "Raw:  {'pm10': 42.34, 'no2': 51.5, 'so2': 11.55, 'soot': 23.09}\n",
            "Transformed: {'no2_normalized': 18.822021, 'pm10_normalized': 0.13275741, 'so2_normalized': -3.9745932, 'soot_normalized': 0.16812591}\n",
            "Raw:  {'pm10': 37.34, 'no2': 41.57, 'so2': 9.73, 'soot': 20.46}\n",
            "Transformed: {'no2_normalized': 8.892021, 'pm10_normalized': 0.114298366, 'so2_normalized': -5.794594, 'soot_normalized': 0.14225282}\n",
            "Raw:  {'pm10': 29.24, 'no2': 34.56, 'so2': 10.28, 'soot': 19.19}\n",
            "Transformed: {'no2_normalized': 1.8820229, 'pm10_normalized': 0.08439473, 'so2_normalized': -5.2445936, 'soot_normalized': 0.12975897}\n",
            "Raw:  {'pm10': 38.9, 'no2': 31.61, 'so2': 14.34, 'soot': 18.44}\n",
            "Transformed: {'no2_normalized': -1.0679779, 'pm10_normalized': 0.12005759, 'so2_normalized': -1.1845932, 'soot_normalized': 0.12238072}\n",
            "Raw:  {'pm10': 21.85, 'no2': 32.84, 'so2': 10.49, 'soot': 17.77}\n",
            "Transformed: {'no2_normalized': 0.16202164, 'pm10_normalized': 0.05711227, 'so2_normalized': -5.0345936, 'soot_normalized': 0.11578947}\n",
            "Raw:  {'pm10': 30.65, 'no2': 44.07, 'so2': 9.07, 'soot': 21.9}\n",
            "Transformed: {'no2_normalized': 11.392021, 'pm10_normalized': 0.089600176, 'so2_normalized': -6.4545937, 'soot_normalized': 0.15641907}\n",
            "Raw:  {'pm10': 38.92, 'no2': 46.6, 'so2': 14.34, 'soot': 23.01}\n",
            "Transformed: {'no2_normalized': 13.92202, 'pm10_normalized': 0.12013142, 'so2_normalized': -1.1845932, 'soot_normalized': 0.1673389}\n",
            "Raw:  {'pm10': 20.58, 'no2': 31.68, 'so2': 6.87, 'soot': 17.69}\n",
            "Transformed: {'no2_normalized': -0.9979782, 'pm10_normalized': 0.05242367, 'so2_normalized': -8.654593, 'soot_normalized': 0.11500246}\n",
            "Raw:  {'pm10': 87.13, 'no2': 35.53, 'so2': 7.33, 'soot': 19.28}\n",
            "Transformed: {'no2_normalized': 2.8520203, 'pm10_normalized': 0.2981135, 'so2_normalized': -8.194593, 'soot_normalized': 0.13064437}\n",
            "Raw:  {'pm10': 32.72, 'no2': 42.02, 'so2': 11.6, 'soot': 21.27}\n",
            "Transformed: {'no2_normalized': 9.342022, 'pm10_normalized': 0.09724222, 'so2_normalized': -3.924593, 'soot_normalized': 0.15022135}\n",
            "Raw:  {'pm10': 36.62, 'no2': 39.19, 'so2': 11.29, 'soot': 20.51}\n",
            "Transformed: {'no2_normalized': 6.51202, 'pm10_normalized': 0.11164026, 'so2_normalized': -4.2345934, 'soot_normalized': 0.1427447}\n",
            "Raw:  {'pm10': 55.18, 'no2': 47.21, 'so2': 18.2, 'soot': 21.55}\n",
            "Transformed: {'no2_normalized': 14.532021, 'pm10_normalized': 0.18016022, 'so2_normalized': 2.6754074, 'soot_normalized': 0.15297589}\n",
            "Raw:  {'pm10': 41.76, 'no2': 40.77, 'so2': 12.48, 'soot': 19.32}\n",
            "Transformed: {'no2_normalized': 8.092022, 'pm10_normalized': 0.13061616, 'so2_normalized': -3.0445938, 'soot_normalized': 0.13103786}\n",
            "Raw:  {'pm10': 38.58, 'no2': 37.37, 'so2': 12.38, 'soot': 17.38}\n",
            "Transformed: {'no2_normalized': 4.6920204, 'pm10_normalized': 0.11887622, 'so2_normalized': -3.1445932, 'soot_normalized': 0.11195277}\n",
            "Raw:  {'pm10': 42.5, 'no2': 32.51, 'so2': 8.85, 'soot': 18.09}\n",
            "Transformed: {'no2_normalized': -0.1679802, 'pm10_normalized': 0.13334809, 'so2_normalized': -6.674593, 'soot_normalized': 0.11893752}\n",
            "Raw:  {'pm10': 58.52, 'no2': 32.69, 'so2': 12.15, 'soot': 20.55}\n",
            "Transformed: {'no2_normalized': 0.012020111, 'pm10_normalized': 0.19249086, 'so2_normalized': -3.3745937, 'soot_normalized': 0.1431382}\n",
            "Raw:  {'pm10': 92.39, 'no2': 32.73, 'so2': 9.45, 'soot': 20.08}\n",
            "Transformed: {'no2_normalized': 0.052021027, 'pm10_normalized': 0.3175324, 'so2_normalized': -6.0745935, 'soot_normalized': 0.1385145}\n",
            "Raw:  {'pm10': 39.18, 'no2': 31.29, 'so2': 13.16, 'soot': 19.2}\n",
            "Transformed: {'no2_normalized': -1.3879776, 'pm10_normalized': 0.12109129, 'so2_normalized': -2.3645935, 'soot_normalized': 0.12985735}\n",
            "Raw:  {'pm10': 32.2, 'no2': 30.29, 'so2': 10.29, 'soot': 19.52}\n",
            "Transformed: {'no2_normalized': -2.3879776, 'pm10_normalized': 0.095322475, 'so2_normalized': -5.2345934, 'soot_normalized': 0.13300541}\n",
            "Raw:  {'pm10': 41.3, 'no2': 35.34, 'so2': 10.58, 'soot': 19.28}\n",
            "Transformed: {'no2_normalized': 2.6620216, 'pm10_normalized': 0.12891792, 'so2_normalized': -4.9445934, 'soot_normalized': 0.13064437}\n",
            "Raw:  {'pm10': 45.37, 'no2': 35.21, 'so2': 8.71, 'soot': 20.91}\n",
            "Transformed: {'no2_normalized': 2.5320206, 'pm10_normalized': 0.14394358, 'so2_normalized': -6.8145933, 'soot_normalized': 0.14667977}\n",
            "Raw:  {'pm10': 48.53, 'no2': 33.89, 'so2': 12.54, 'soot': 19.86}\n",
            "Transformed: {'no2_normalized': 1.2120209, 'pm10_normalized': 0.1556097, 'so2_normalized': -2.9845934, 'soot_normalized': 0.13635021}\n",
            "Raw:  {'pm10': 26.12, 'no2': 34.56, 'so2': 8.05, 'soot': 19.82}\n",
            "Transformed: {'no2_normalized': 1.8820229, 'pm10_normalized': 0.0728763, 'so2_normalized': -7.474593, 'soot_normalized': 0.1359567}\n",
            "Raw:  {'pm10': 146.8, 'no2': 38.87, 'so2': 9.58, 'soot': 21.67}\n",
            "Transformed: {'no2_normalized': 6.1920204, 'pm10_normalized': 0.51840365, 'so2_normalized': -5.9445934, 'soot_normalized': 0.15415642}\n",
            "Raw:  {'pm10': 273.77, 'no2': 41.54, 'so2': 8.9, 'soot': 25.36}\n",
            "Transformed: {'no2_normalized': 8.862022, 'pm10_normalized': 0.98715246, 'so2_normalized': -6.6245937, 'soot_normalized': 0.19045745}\n",
            "Raw:  {'pm10': 36.86, 'no2': 33.48, 'so2': 12.99, 'soot': 23.4}\n",
            "Transformed: {'no2_normalized': 0.802021, 'pm10_normalized': 0.112526305, 'so2_normalized': -2.5345936, 'soot_normalized': 0.17117558}\n",
            "Raw:  {'pm10': 30.63, 'no2': 31.46, 'so2': 10.16, 'soot': 19.07}\n",
            "Transformed: {'no2_normalized': -1.2179794, 'pm10_normalized': 0.08952634, 'so2_normalized': -5.3645935, 'soot_normalized': 0.12857844}\n",
            "Raw:  {'pm10': 18.54, 'no2': 31.85, 'so2': 9.38, 'soot': 21.15}\n",
            "Transformed: {'no2_normalized': -0.82797813, 'pm10_normalized': 0.044892386, 'so2_normalized': -6.1445932, 'soot_normalized': 0.14904082}\n",
            "Raw:  {'pm10': 31.68, 'no2': 39.18, 'so2': 14.54, 'soot': 19.6}\n",
            "Transformed: {'no2_normalized': 6.502022, 'pm10_normalized': 0.093402736, 'so2_normalized': -0.9845934, 'soot_normalized': 0.13379242}\n",
            "Raw:  {'pm10': 30.04, 'no2': 52.8, 'so2': 13.12, 'soot': 26.8}\n",
            "Transformed: {'no2_normalized': 20.12202, 'pm10_normalized': 0.08734817, 'so2_normalized': -2.4045935, 'soot_normalized': 0.20462368}\n",
            "Raw:  {'pm10': 29.88, 'no2': 53.48, 'so2': 12.6, 'soot': 19.5}\n",
            "Transformed: {'no2_normalized': 20.802021, 'pm10_normalized': 0.08675748, 'so2_normalized': -2.924593, 'soot_normalized': 0.13280866}\n",
            "Raw:  {'pm10': 30.23, 'no2': 52.35, 'so2': 11.55, 'soot': 18.93}\n",
            "Transformed: {'no2_normalized': 19.67202, 'pm10_normalized': 0.08804961, 'so2_normalized': -3.9745932, 'soot_normalized': 0.12720117}\n",
            "Raw:  {'pm10': 28.15, 'no2': 58.42, 'so2': 15.63, 'soot': 20.57}\n",
            "Transformed: {'no2_normalized': 25.74202, 'pm10_normalized': 0.08037066, 'so2_normalized': 0.10540676, 'soot_normalized': 0.14333495}\n",
            "Raw:  {'pm10': 41.56, 'no2': 57.27, 'so2': 12.71, 'soot': 20.44}\n",
            "Transformed: {'no2_normalized': 24.592022, 'pm10_normalized': 0.1298778, 'so2_normalized': -2.8145933, 'soot_normalized': 0.14205608}\n",
            "Raw:  {'pm10': 44.21, 'no2': 44.53, 'so2': 13.18, 'soot': 16.06}\n",
            "Transformed: {'no2_normalized': 11.85202, 'pm10_normalized': 0.13966109, 'so2_normalized': -2.344593, 'soot_normalized': 0.09896703}\n",
            "Raw:  {'pm10': 37.35, 'no2': 36.93, 'so2': 10.92, 'soot': 12.69}\n",
            "Transformed: {'no2_normalized': 4.252022, 'pm10_normalized': 0.114335276, 'so2_normalized': -4.6045933, 'soot_normalized': 0.06581406}\n",
            "Raw:  {'pm10': 31.05, 'no2': 33.42, 'so2': 9.86, 'soot': 13.2}\n",
            "Transformed: {'no2_normalized': 0.74201965, 'pm10_normalized': 0.091076896, 'so2_normalized': -5.6645937, 'soot_normalized': 0.07083128}\n",
            "Raw:  {'pm10': 21.61, 'no2': 27.83, 'so2': 11.24, 'soot': 9.69}\n",
            "Transformed: {'no2_normalized': -4.8479786, 'pm10_normalized': 0.056226235, 'so2_normalized': -4.2845936, 'soot_normalized': 0.036301028}\n",
            "Raw:  {'pm10': 12.58, 'no2': 32.29, 'so2': 11.46, 'soot': 10.44}\n",
            "Transformed: {'no2_normalized': -0.3879776, 'pm10_normalized': 0.022889208, 'so2_normalized': -4.0645933, 'soot_normalized': 0.043679286}\n",
            "Raw:  {'pm10': 25.41, 'no2': 42.14, 'so2': 15.64, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': 9.462021, 'pm10_normalized': 0.0702551, 'so2_normalized': 0.11540699, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 29.43, 'no2': 43.0, 'so2': 16.91, 'soot': 16.0}\n",
            "Transformed: {'no2_normalized': 10.3220215, 'pm10_normalized': 0.085096166, 'so2_normalized': 1.3854065, 'soot_normalized': 0.09837678}\n",
            "Raw:  {'pm10': 16.5, 'no2': 30.56, 'so2': 10.62, 'soot': 10.13}\n",
            "Transformed: {'no2_normalized': -2.117979, 'pm10_normalized': 0.037361097, 'so2_normalized': -4.9045935, 'soot_normalized': 0.04062961}\n",
            "Raw:  {'pm10': 16.31, 'no2': 33.45, 'so2': 13.76, 'soot': 10.93}\n",
            "Transformed: {'no2_normalized': 0.77202225, 'pm10_normalized': 0.03665965, 'so2_normalized': -1.7645931, 'soot_normalized': 0.048499756}\n",
            "Raw:  {'pm10': 16.17, 'no2': 34.97, 'so2': 11.42, 'soot': 12.56}\n",
            "Transformed: {'no2_normalized': 2.2920227, 'pm10_normalized': 0.0361428, 'so2_normalized': -4.1045933, 'soot_normalized': 0.06453517}\n",
            "Raw:  {'pm10': 23.06, 'no2': 36.88, 'so2': 12.38, 'soot': 13.63}\n",
            "Transformed: {'no2_normalized': 4.2020226, 'pm10_normalized': 0.061579358, 'so2_normalized': -3.1445932, 'soot_normalized': 0.075061485}\n",
            "Raw:  {'pm10': 20.75, 'no2': 32.49, 'so2': 10.4, 'soot': 12.63}\n",
            "Transformed: {'no2_normalized': -0.18797684, 'pm10_normalized': 0.053051278, 'so2_normalized': -5.1245937, 'soot_normalized': 0.065223806}\n",
            "Raw:  {'pm10': 22.54, 'no2': 29.55, 'so2': 10.3, 'soot': 11.06}\n",
            "Transformed: {'no2_normalized': -3.1279793, 'pm10_normalized': 0.059659615, 'so2_normalized': -5.224593, 'soot_normalized': 0.04977865}\n",
            "Raw:  {'pm10': 22.81, 'no2': 28.88, 'so2': 10.77, 'soot': 12.75}\n",
            "Transformed: {'no2_normalized': -3.7979794, 'pm10_normalized': 0.060656406, 'so2_normalized': -4.754593, 'soot_normalized': 0.06640433}\n",
            "Raw:  {'pm10': 23.64, 'no2': 31.0, 'so2': 11.09, 'soot': 11.44}\n",
            "Transformed: {'no2_normalized': -1.6779785, 'pm10_normalized': 0.0637206, 'so2_normalized': -4.434593, 'soot_normalized': 0.05351696}\n",
            "Raw:  {'pm10': 40.34, 'no2': 49.51, 'so2': 15.75, 'soot': 23.75}\n",
            "Transformed: {'no2_normalized': 16.83202, 'pm10_normalized': 0.1253738, 'so2_normalized': 0.22540665, 'soot_normalized': 0.17461878}\n",
            "Raw:  {'pm10': 42.39, 'no2': 50.09, 'so2': 14.49, 'soot': 23.0}\n",
            "Transformed: {'no2_normalized': 17.412022, 'pm10_normalized': 0.13294199, 'so2_normalized': -1.0345936, 'soot_normalized': 0.16724052}\n",
            "Raw:  {'pm10': 29.81, 'no2': 33.59, 'so2': 10.23, 'soot': 18.6}\n",
            "Transformed: {'no2_normalized': 0.91202164, 'pm10_normalized': 0.08649906, 'so2_normalized': -5.294594, 'soot_normalized': 0.12395474}\n",
            "Raw:  {'pm10': 42.98, 'no2': 30.58, 'so2': 11.98, 'soot': 19.87}\n",
            "Transformed: {'no2_normalized': -2.0979786, 'pm10_normalized': 0.13512017, 'so2_normalized': -3.5445938, 'soot_normalized': 0.13644859}\n",
            "Raw:  {'pm10': 45.48, 'no2': 25.37, 'so2': 11.42, 'soot': 18.33}\n",
            "Transformed: {'no2_normalized': -7.3079777, 'pm10_normalized': 0.14434968, 'so2_normalized': -4.1045933, 'soot_normalized': 0.12129857}\n",
            "Raw:  {'pm10': 17.25, 'no2': 21.24, 'so2': 9.91, 'soot': 19.69}\n",
            "Transformed: {'no2_normalized': -11.437979, 'pm10_normalized': 0.040129952, 'so2_normalized': -5.6145935, 'soot_normalized': 0.13467781}\n",
            "Raw:  {'pm10': 35.29, 'no2': 23.28, 'so2': 9.0, 'soot': 17.12}\n",
            "Transformed: {'no2_normalized': -9.397978, 'pm10_normalized': 0.10673016, 'so2_normalized': -6.5245934, 'soot_normalized': 0.10939498}\n",
            "Raw:  {'pm10': 35.88, 'no2': 20.3, 'so2': 8.01, 'soot': 13.36}\n",
            "Transformed: {'no2_normalized': -12.377979, 'pm10_normalized': 0.10890833, 'so2_normalized': -7.514593, 'soot_normalized': 0.0724053}\n",
            "Raw:  {'pm10': 30.08, 'no2': 25.82, 'so2': 9.56, 'soot': 13.06}\n",
            "Transformed: {'no2_normalized': -6.857979, 'pm10_normalized': 0.08749585, 'so2_normalized': -5.964593, 'soot_normalized': 0.06945401}\n",
            "Raw:  {'pm10': 53.6, 'no2': 32.08, 'so2': 12.34, 'soot': 19.19}\n",
            "Transformed: {'no2_normalized': -0.5979767, 'pm10_normalized': 0.17432715, 'so2_normalized': -3.1845932, 'soot_normalized': 0.12975897}\n",
            "Raw:  {'pm10': 56.44, 'no2': 31.47, 'so2': 11.1, 'soot': 16.48}\n",
            "Transformed: {'no2_normalized': -1.2079792, 'pm10_normalized': 0.18481189, 'so2_normalized': -4.424593, 'soot_normalized': 0.103098854}\n",
            "Raw:  {'pm10': 55.94, 'no2': 26.09, 'so2': 12.08, 'soot': 12.38}\n",
            "Transformed: {'no2_normalized': -6.5879784, 'pm10_normalized': 0.182966, 'so2_normalized': -3.4445934, 'soot_normalized': 0.062764384}\n",
            "Raw:  {'pm10': 64.07, 'no2': 34.84, 'so2': 16.27, 'soot': 16.99}\n",
            "Transformed: {'no2_normalized': 2.1620216, 'pm10_normalized': 0.21298039, 'so2_normalized': 0.7454071, 'soot_normalized': 0.108116075}\n",
            "Raw:  {'pm10': 46.32, 'no2': 29.34, 'so2': 11.25, 'soot': 15.95}\n",
            "Transformed: {'no2_normalized': -3.3379784, 'pm10_normalized': 0.1474508, 'so2_normalized': -4.2745934, 'soot_normalized': 0.09788489}\n",
            "Raw:  {'pm10': 50.82, 'no2': 26.71, 'so2': 11.08, 'soot': 17.87}\n",
            "Transformed: {'no2_normalized': -5.9679794, 'pm10_normalized': 0.16406393, 'so2_normalized': -4.4445934, 'soot_normalized': 0.11677324}\n",
            "Raw:  {'pm10': 56.67, 'no2': 35.52, 'so2': 13.11, 'soot': 21.81}\n",
            "Transformed: {'no2_normalized': 2.842022, 'pm10_normalized': 0.185661, 'so2_normalized': -2.4145937, 'soot_normalized': 0.15553369}\n",
            "Raw:  {'pm10': 29.93, 'no2': 33.74, 'so2': 10.15, 'soot': 21.36}\n",
            "Transformed: {'no2_normalized': 1.0620232, 'pm10_normalized': 0.08694207, 'so2_normalized': -5.3745937, 'soot_normalized': 0.15110673}\n",
            "Raw:  {'pm10': 37.76, 'no2': 31.88, 'so2': 10.19, 'soot': 18.0}\n",
            "Transformed: {'no2_normalized': -0.79797935, 'pm10_normalized': 0.11584892, 'so2_normalized': -5.334594, 'soot_normalized': 0.11805213}\n",
            "Raw:  {'pm10': 34.71, 'no2': 29.12, 'so2': 12.32, 'soot': 17.01}\n",
            "Transformed: {'no2_normalized': -3.5579777, 'pm10_normalized': 0.10458891, 'so2_normalized': -3.2045937, 'soot_normalized': 0.10831283}\n",
            "Raw:  {'pm10': 70.31, 'no2': 40.4, 'so2': 14.61, 'soot': 21.36}\n",
            "Transformed: {'no2_normalized': 7.722023, 'pm10_normalized': 0.23601726, 'so2_normalized': -0.9145937, 'soot_normalized': 0.15110673}\n",
            "Raw:  {'pm10': 68.1, 'no2': 37.8, 'so2': 16.12, 'soot': 20.11}\n",
            "Transformed: {'no2_normalized': 5.1220207, 'pm10_normalized': 0.22785836, 'so2_normalized': 0.5954075, 'soot_normalized': 0.13880964}\n",
            "Raw:  {'pm10': 29.3, 'no2': 31.3, 'so2': 12.97, 'soot': 17.92}\n",
            "Transformed: {'no2_normalized': -1.3779793, 'pm10_normalized': 0.08461623, 'so2_normalized': -2.554593, 'soot_normalized': 0.11726512}\n",
            "Raw:  {'pm10': 28.95, 'no2': 23.58, 'so2': 11.15, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': -9.097979, 'pm10_normalized': 0.083324105, 'so2_normalized': -4.3745937, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 32.35, 'no2': 29.3, 'so2': 11.51, 'soot': 15.48}\n",
            "Transformed: {'no2_normalized': -3.3779793, 'pm10_normalized': 0.09587624, 'so2_normalized': -4.014593, 'soot_normalized': 0.09326118}\n",
            "Raw:  {'pm10': 33.74, 'no2': 32.56, 'so2': 13.73, 'soot': 14.86}\n",
            "Transformed: {'no2_normalized': -0.11797714, 'pm10_normalized': 0.101007864, 'so2_normalized': -1.7945938, 'soot_normalized': 0.087161824}\n",
            "Raw:  {'pm10': 29.46, 'no2': 37.62, 'so2': 15.7, 'soot': 16.28}\n",
            "Transformed: {'no2_normalized': 4.9420204, 'pm10_normalized': 0.08520692, 'so2_normalized': 0.17540646, 'soot_normalized': 0.101131335}\n",
            "Raw:  {'pm10': 49.68, 'no2': 41.52, 'so2': 14.91, 'soot': 19.31}\n",
            "Transformed: {'no2_normalized': 8.842022, 'pm10_normalized': 0.15985528, 'so2_normalized': -0.6145935, 'soot_normalized': 0.13093948}\n",
            "Raw:  {'pm10': 53.24, 'no2': 46.1, 'so2': 15.33, 'soot': 18.16}\n",
            "Transformed: {'no2_normalized': 13.42202, 'pm10_normalized': 0.17299812, 'so2_normalized': -0.19459343, 'soot_normalized': 0.11962616}\n",
            "Raw:  {'pm10': 40.21, 'no2': 28.71, 'so2': 13.06, 'soot': 12.75}\n",
            "Transformed: {'no2_normalized': -3.9679794, 'pm10_normalized': 0.12489385, 'so2_normalized': -2.464593, 'soot_normalized': 0.06640433}\n",
            "Raw:  {'pm10': 45.89, 'no2': 28.67, 'so2': 16.11, 'soot': 11.22}\n",
            "Transformed: {'no2_normalized': -4.0079784, 'pm10_normalized': 0.14586332, 'so2_normalized': 0.58540726, 'soot_normalized': 0.05135268}\n",
            "Raw:  {'pm10': 107.56, 'no2': 45.85, 'so2': 18.74, 'soot': 18.19}\n",
            "Transformed: {'no2_normalized': 13.17202, 'pm10_normalized': 0.37353712, 'so2_normalized': 3.2154064, 'soot_normalized': 0.1199213}\n",
            "Raw:  {'pm10': 116.91, 'no2': 49.49, 'so2': 18.06, 'soot': 21.21}\n",
            "Transformed: {'no2_normalized': 16.812023, 'pm10_normalized': 0.40805554, 'so2_normalized': 2.535406, 'soot_normalized': 0.14963107}\n",
            "Raw:  {'pm10': 110.11, 'no2': 48.18, 'so2': 16.93, 'soot': 23.08}\n",
            "Transformed: {'no2_normalized': 15.502022, 'pm10_normalized': 0.38295123, 'so2_normalized': 1.405407, 'soot_normalized': 0.16802754}\n",
            "Raw:  {'pm10': 73.8, 'no2': 41.78, 'so2': 17.01, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': 9.10202, 'pm10_normalized': 0.24890171, 'so2_normalized': 1.4854069, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 64.19, 'no2': 47.12, 'so2': 17.56, 'soot': 18.17}\n",
            "Transformed: {'no2_normalized': 14.44202, 'pm10_normalized': 0.21342342, 'so2_normalized': 2.035406, 'soot_normalized': 0.11972454}\n",
            "Raw:  {'pm10': 55.53, 'no2': 36.26, 'so2': 12.58, 'soot': 14.75}\n",
            "Transformed: {'no2_normalized': 3.5820198, 'pm10_normalized': 0.18145235, 'so2_normalized': -2.9445934, 'soot_normalized': 0.08607968}\n",
            "Raw:  {'pm10': 57.51, 'no2': 35.59, 'so2': 13.12, 'soot': 15.06}\n",
            "Transformed: {'no2_normalized': 2.9120216, 'pm10_normalized': 0.18876213, 'so2_normalized': -2.4045935, 'soot_normalized': 0.089129366}\n",
            "Raw:  {'pm10': 55.83, 'no2': 30.63, 'so2': 13.73, 'soot': 12.14}\n",
            "Transformed: {'no2_normalized': -2.0479794, 'pm10_normalized': 0.1825599, 'so2_normalized': -1.7945938, 'soot_normalized': 0.060403343}\n",
            "Raw:  {'pm10': 53.56, 'no2': 39.85, 'so2': 16.31, 'soot': 13.57}\n",
            "Transformed: {'no2_normalized': 7.17202, 'pm10_normalized': 0.1741795, 'so2_normalized': 0.7854061, 'soot_normalized': 0.07447122}\n",
            "Raw:  {'pm10': 35.03, 'no2': 33.97, 'so2': 14.48, 'soot': 13.14}\n",
            "Transformed: {'no2_normalized': 1.2920227, 'pm10_normalized': 0.10577029, 'so2_normalized': -1.0445938, 'soot_normalized': 0.07024102}\n",
            "Raw:  {'pm10': 19.36, 'no2': 30.57, 'so2': 12.23, 'soot': 10.5}\n",
            "Transformed: {'no2_normalized': -2.1079788, 'pm10_normalized': 0.04791967, 'so2_normalized': -3.2945938, 'soot_normalized': 0.04426955}\n",
            "Raw:  {'pm10': 29.07, 'no2': 27.73, 'so2': 11.99, 'soot': 9.93}\n",
            "Transformed: {'no2_normalized': -4.947979, 'pm10_normalized': 0.083767116, 'so2_normalized': -3.5345936, 'soot_normalized': 0.038662076}\n",
            "Raw:  {'pm10': 32.68, 'no2': 36.09, 'so2': 15.85, 'soot': 13.0}\n",
            "Transformed: {'no2_normalized': 3.4120216, 'pm10_normalized': 0.09709454, 'so2_normalized': 0.32540703, 'soot_normalized': 0.06886374}\n",
            "Raw:  {'pm10': 48.95, 'no2': 44.18, 'so2': 18.42, 'soot': 16.29}\n",
            "Transformed: {'no2_normalized': 11.502022, 'pm10_normalized': 0.15716025, 'so2_normalized': 2.8954067, 'soot_normalized': 0.10122971}\n",
            "Raw:  {'pm10': 59.19, 'no2': 49.31, 'so2': 18.19, 'soot': 24.4}\n",
            "Transformed: {'no2_normalized': 16.632023, 'pm10_normalized': 0.19496436, 'so2_normalized': 2.6654072, 'soot_normalized': 0.18101327}\n",
            "Raw:  {'pm10': 49.08, 'no2': 45.18, 'so2': 13.75, 'soot': 21.33}\n",
            "Transformed: {'no2_normalized': 12.502022, 'pm10_normalized': 0.1576402, 'so2_normalized': -1.7745934, 'soot_normalized': 0.1508116}\n",
            "Raw:  {'pm10': 43.43, 'no2': 28.16, 'so2': 13.75, 'soot': 12.73}\n",
            "Transformed: {'no2_normalized': -4.5179787, 'pm10_normalized': 0.13678148, 'so2_normalized': -1.7745934, 'soot_normalized': 0.066207565}\n",
            "Raw:  {'pm10': 38.77, 'no2': 25.34, 'so2': 12.53, 'soot': 10.27}\n",
            "Transformed: {'no2_normalized': -7.3379784, 'pm10_normalized': 0.11957765, 'so2_normalized': -2.9945936, 'soot_normalized': 0.042006887}\n",
            "Raw:  {'pm10': 35.31, 'no2': 26.82, 'so2': 10.03, 'soot': 14.87}\n",
            "Transformed: {'no2_normalized': -5.857979, 'pm10_normalized': 0.106804006, 'so2_normalized': -5.4945936, 'soot_normalized': 0.0872602}\n",
            "Raw:  {'pm10': 53.57, 'no2': 25.44, 'so2': 13.59, 'soot': 12.73}\n",
            "Transformed: {'no2_normalized': -7.237978, 'pm10_normalized': 0.1742164, 'so2_normalized': -1.9345932, 'soot_normalized': 0.066207565}\n",
            "Raw:  {'pm10': 53.84, 'no2': 25.79, 'so2': 11.19, 'soot': 13.33}\n",
            "Transformed: {'no2_normalized': -6.8879776, 'pm10_normalized': 0.1752132, 'so2_normalized': -4.334594, 'soot_normalized': 0.072110176}\n",
            "Raw:  {'pm10': 24.08, 'no2': 23.26, 'so2': 11.46, 'soot': 13.0}\n",
            "Transformed: {'no2_normalized': -9.417978, 'pm10_normalized': 0.065345004, 'so2_normalized': -4.0645933, 'soot_normalized': 0.06886374}\n",
            "Raw:  {'pm10': 52.4, 'no2': 30.14, 'so2': 13.39, 'soot': 15.27}\n",
            "Transformed: {'no2_normalized': -2.5379791, 'pm10_normalized': 0.169897, 'so2_normalized': -2.134593, 'soot_normalized': 0.09119528}\n",
            "Raw:  {'pm10': 96.94, 'no2': 33.06, 'so2': 18.95, 'soot': 17.8}\n",
            "Transformed: {'no2_normalized': 0.38202286, 'pm10_normalized': 0.33433014, 'so2_normalized': 3.4254074, 'soot_normalized': 0.11608459}\n",
            "Raw:  {'pm10': 68.84, 'no2': 27.88, 'so2': 17.06, 'soot': 15.4}\n",
            "Transformed: {'no2_normalized': -4.7979794, 'pm10_normalized': 0.2305903, 'so2_normalized': 1.5354061, 'soot_normalized': 0.09247417}\n",
            "Raw:  {'pm10': 29.66, 'no2': 20.69, 'so2': 16.55, 'soot': 14.57}\n",
            "Transformed: {'no2_normalized': -11.987978, 'pm10_normalized': 0.085945286, 'so2_normalized': 1.0254059, 'soot_normalized': 0.08430889}\n",
            "Raw:  {'pm10': 26.73, 'no2': 24.43, 'so2': 13.71, 'soot': 17.07}\n",
            "Transformed: {'no2_normalized': -8.247978, 'pm10_normalized': 0.07512829, 'so2_normalized': -1.8145933, 'soot_normalized': 0.10890309}\n",
            "Raw:  {'pm10': 43.83, 'no2': 35.26, 'so2': 13.19, 'soot': 19.47}\n",
            "Transformed: {'no2_normalized': 2.5820198, 'pm10_normalized': 0.1382582, 'so2_normalized': -2.3345938, 'soot_normalized': 0.13251351}\n",
            "Raw:  {'pm10': 36.81, 'no2': 37.09, 'so2': 14.23, 'soot': 27.0}\n",
            "Transformed: {'no2_normalized': 4.4120216, 'pm10_normalized': 0.11234172, 'so2_normalized': -1.2945938, 'soot_normalized': 0.20659123}\n",
            "Raw:  {'pm10': 20.02, 'no2': 18.69, 'so2': 14.86, 'soot': 16.87}\n",
            "Transformed: {'no2_normalized': -13.987978, 'pm10_normalized': 0.05035626, 'so2_normalized': -0.6645937, 'soot_normalized': 0.10693557}\n",
            "Raw:  {'pm10': 42.43, 'no2': 27.86, 'so2': 11.6, 'soot': 19.87}\n",
            "Transformed: {'no2_normalized': -4.817978, 'pm10_normalized': 0.13308968, 'so2_normalized': -3.924593, 'soot_normalized': 0.13644859}\n",
            "Raw:  {'pm10': 19.21, 'no2': 24.29, 'so2': 13.96, 'soot': 17.93}\n",
            "Transformed: {'no2_normalized': -8.387978, 'pm10_normalized': 0.047365893, 'so2_normalized': -1.5645933, 'soot_normalized': 0.1173635}\n",
            "Raw:  {'pm10': 25.14, 'no2': 26.31, 'so2': 9.91, 'soot': 18.13}\n",
            "Transformed: {'no2_normalized': -6.367979, 'pm10_normalized': 0.06925831, 'so2_normalized': -5.6145935, 'soot_normalized': 0.119331025}\n",
            "Raw:  {'pm10': 40.31, 'no2': 29.13, 'so2': 11.7, 'soot': 19.07}\n",
            "Transformed: {'no2_normalized': -3.5479794, 'pm10_normalized': 0.12526304, 'so2_normalized': -3.8245935, 'soot_normalized': 0.12857844}\n",
            "Raw:  {'pm10': 66.19, 'no2': 32.65, 'so2': 21.52, 'soot': 22.43}\n",
            "Transformed: {'no2_normalized': -0.02797699, 'pm10_normalized': 0.22080703, 'so2_normalized': 5.995407, 'soot_normalized': 0.16163304}\n",
            "Raw:  {'pm10': 71.93, 'no2': 42.46, 'so2': 25.62, 'soot': 26.29}\n",
            "Transformed: {'no2_normalized': 9.782021, 'pm10_normalized': 0.24199802, 'so2_normalized': 10.0954075, 'soot_normalized': 0.1996065}\n",
            "Raw:  {'pm10': 93.09, 'no2': 47.79, 'so2': 23.69, 'soot': 31.21}\n",
            "Transformed: {'no2_normalized': 15.112022, 'pm10_normalized': 0.32011667, 'so2_normalized': 8.165407, 'soot_normalized': 0.24800785}\n",
            "Raw:  {'pm10': 142.31, 'no2': 35.52, 'so2': 20.09, 'soot': 33.6}\n",
            "Transformed: {'no2_normalized': 2.842022, 'pm10_normalized': 0.5018274, 'so2_normalized': 4.565407, 'soot_normalized': 0.2715199}\n",
            "Raw:  {'pm10': 93.93, 'no2': 26.39, 'so2': 18.29, 'soot': 23.13}\n",
            "Transformed: {'no2_normalized': -6.287979, 'pm10_normalized': 0.32321778, 'so2_normalized': 2.7654076, 'soot_normalized': 0.16851941}\n",
            "Raw:  {'pm10': 87.24, 'no2': 32.42, 'so2': 19.85, 'soot': 22.86}\n",
            "Transformed: {'no2_normalized': -0.25798035, 'pm10_normalized': 0.29851958, 'so2_normalized': 4.325407, 'soot_normalized': 0.16586325}\n",
            "Raw:  {'pm10': 95.46, 'no2': 37.11, 'so2': 21.16, 'soot': 23.79}\n",
            "Transformed: {'no2_normalized': 4.432022, 'pm10_normalized': 0.32886624, 'so2_normalized': 5.6354065, 'soot_normalized': 0.17501229}\n",
            "Raw:  {'pm10': 93.27, 'no2': 33.83, 'so2': 22.94, 'soot': 22.86}\n",
            "Transformed: {'no2_normalized': 1.1520233, 'pm10_normalized': 0.32078117, 'so2_normalized': 7.415407, 'soot_normalized': 0.16586325}\n",
            "Raw:  {'pm10': 63.4, 'no2': 37.81, 'so2': 21.72, 'soot': 23.71}\n",
            "Transformed: {'no2_normalized': 5.132023, 'pm10_normalized': 0.21050689, 'so2_normalized': 6.195406, 'soot_normalized': 0.17422526}\n",
            "Raw:  {'pm10': 36.21, 'no2': 32.96, 'so2': 20.24, 'soot': 20.0}\n",
            "Transformed: {'no2_normalized': 0.28202057, 'pm10_normalized': 0.11012662, 'so2_normalized': 4.7154064, 'soot_normalized': 0.13772748}\n",
            "Raw:  {'pm10': 76.21, 'no2': 42.22, 'so2': 25.61, 'soot': 22.0}\n",
            "Transformed: {'no2_normalized': 9.542023, 'pm10_normalized': 0.25779894, 'so2_normalized': 10.085407, 'soot_normalized': 0.15740284}\n",
            "Raw:  {'pm10': 67.81, 'no2': 44.58, 'so2': 23.84, 'soot': 24.36}\n",
            "Transformed: {'no2_normalized': 11.902023, 'pm10_normalized': 0.22678775, 'so2_normalized': 8.315407, 'soot_normalized': 0.18061976}\n",
            "Raw:  {'pm10': 36.27, 'no2': 32.45, 'so2': 14.96, 'soot': 22.79}\n",
            "Transformed: {'no2_normalized': -0.22797775, 'pm10_normalized': 0.110348135, 'so2_normalized': -0.5645933, 'soot_normalized': 0.16517462}\n",
            "Raw:  {'pm10': 98.01, 'no2': 38.95, 'so2': 22.61, 'soot': 30.07}\n",
            "Transformed: {'no2_normalized': 6.2720222, 'pm10_normalized': 0.33828038, 'so2_normalized': 7.0854073, 'soot_normalized': 0.23679289}\n",
            "Raw:  {'pm10': 155.05, 'no2': 46.75, 'so2': 23.61, 'soot': 40.0}\n",
            "Transformed: {'no2_normalized': 14.0720215, 'pm10_normalized': 0.5488611, 'so2_normalized': 8.085407, 'soot_normalized': 0.33448103}\n",
            "Raw:  {'pm10': 151.51, 'no2': 66.77, 'so2': 26.79, 'soot': 43.4}\n",
            "Transformed: {'no2_normalized': 34.09202, 'pm10_normalized': 0.53579205, 'so2_normalized': 11.265408, 'soot_normalized': 0.36792916}\n",
            "Raw:  {'pm10': 105.39, 'no2': 38.17, 'so2': 17.7, 'soot': 34.67}\n",
            "Transformed: {'no2_normalized': 5.4920197, 'pm10_normalized': 0.3655259, 'so2_normalized': 2.1754074, 'soot_normalized': 0.2820462}\n",
            "Raw:  {'pm10': 76.98, 'no2': 27.68, 'so2': 17.55, 'soot': 32.0}\n",
            "Transformed: {'no2_normalized': -4.997978, 'pm10_normalized': 0.26064166, 'so2_normalized': 2.025406, 'soot_normalized': 0.25577962}\n",
            "Raw:  {'pm10': 105.38, 'no2': 29.04, 'so2': 19.11, 'soot': 32.87}\n",
            "Transformed: {'no2_normalized': -3.6379776, 'pm10_normalized': 0.36548898, 'so2_normalized': 3.5854073, 'soot_normalized': 0.2643384}\n",
            "Raw:  {'pm10': 69.86, 'no2': 26.52, 'so2': 31.24, 'soot': 28.2}\n",
            "Transformed: {'no2_normalized': -6.157978, 'pm10_normalized': 0.23435596, 'so2_normalized': 15.715406, 'soot_normalized': 0.21839646}\n",
            "Raw:  {'pm10': 68.63, 'no2': 31.13, 'so2': 22.91, 'soot': 31.2}\n",
            "Transformed: {'no2_normalized': -1.5479794, 'pm10_normalized': 0.22981502, 'so2_normalized': 7.3854065, 'soot_normalized': 0.24790949}\n",
            "Raw:  {'pm10': 86.21, 'no2': 33.04, 'so2': 29.01, 'soot': 39.53}\n",
            "Transformed: {'no2_normalized': 0.3620224, 'pm10_normalized': 0.294717, 'so2_normalized': 13.485407, 'soot_normalized': 0.32985732}\n",
            "Raw:  {'pm10': 157.74, 'no2': 51.19, 'so2': 27.32, 'soot': 53.4}\n",
            "Transformed: {'no2_normalized': 18.51202, 'pm10_normalized': 0.55879205, 'so2_normalized': 11.795406, 'soot_normalized': 0.46630594}\n",
            "Raw:  {'pm10': 137.59, 'no2': 39.04, 'so2': 21.52, 'soot': 38.87}\n",
            "Transformed: {'no2_normalized': 6.3620224, 'pm10_normalized': 0.4844021, 'so2_normalized': 5.995407, 'soot_normalized': 0.32336447}\n",
            "Raw:  {'pm10': 130.6, 'no2': 46.96, 'so2': 22.35, 'soot': 49.2}\n",
            "Transformed: {'no2_normalized': 14.282021, 'pm10_normalized': 0.4585964, 'so2_normalized': 6.825407, 'soot_normalized': 0.42498767}\n",
            "Raw:  {'pm10': 183.91, 'no2': 58.63, 'so2': 37.45, 'soot': 87.21}\n",
            "Transformed: {'no2_normalized': 25.952023, 'pm10_normalized': 0.65540665, 'so2_normalized': 21.925407, 'soot_normalized': 0.7989178}\n",
            "Raw:  {'pm10': 113.72, 'no2': 48.38, 'so2': 25.74, 'soot': 45.6}\n",
            "Transformed: {'no2_normalized': 15.702023, 'pm10_normalized': 0.39627868, 'so2_normalized': 10.215406, 'soot_normalized': 0.38957202}\n",
            "Raw:  {'pm10': 52.64, 'no2': 31.5, 'so2': 20.86, 'soot': 21.33}\n",
            "Transformed: {'no2_normalized': -1.1779785, 'pm10_normalized': 0.17078303, 'so2_normalized': 5.3354073, 'soot_normalized': 0.1508116}\n",
            "Raw:  {'pm10': 29.48, 'no2': 22.09, 'so2': 16.24, 'soot': 17.43}\n",
            "Transformed: {'no2_normalized': -10.587978, 'pm10_normalized': 0.08528075, 'so2_normalized': 0.7154064, 'soot_normalized': 0.11244466}\n",
            "Raw:  {'pm10': 38.43, 'no2': 25.67, 'so2': 17.21, 'soot': 16.6}\n",
            "Transformed: {'no2_normalized': -7.0079784, 'pm10_normalized': 0.11832244, 'so2_normalized': 1.6854057, 'soot_normalized': 0.104279384}\n",
            "Raw:  {'pm10': 63.87, 'no2': 34.26, 'so2': 20.48, 'soot': 20.8}\n",
            "Transformed: {'no2_normalized': 1.5820198, 'pm10_normalized': 0.21224202, 'so2_normalized': 4.955406, 'soot_normalized': 0.14559762}\n",
            "Raw:  {'pm10': 108.07, 'no2': 38.42, 'so2': 17.85, 'soot': 27.53}\n",
            "Transformed: {'no2_normalized': 5.7420197, 'pm10_normalized': 0.37541994, 'so2_normalized': 2.325407, 'soot_normalized': 0.21180521}\n",
            "Raw:  {'pm10': 88.69, 'no2': 31.09, 'so2': 14.02, 'soot': 26.73}\n",
            "Transformed: {'no2_normalized': -1.5879784, 'pm10_normalized': 0.30387273, 'so2_normalized': -1.5045929, 'soot_normalized': 0.20393506}\n",
            "Raw:  {'pm10': 51.62, 'no2': 26.76, 'so2': 17.81, 'soot': 19.33}\n",
            "Transformed: {'no2_normalized': -5.9179783, 'pm10_normalized': 0.16701739, 'so2_normalized': 2.285406, 'soot_normalized': 0.13113624}\n",
            "Raw:  {'pm10': 37.42, 'no2': 21.64, 'so2': 16.82, 'soot': 11.12}\n",
            "Transformed: {'no2_normalized': -11.037979, 'pm10_normalized': 0.11459371, 'so2_normalized': 1.2954063, 'soot_normalized': 0.05036891}\n",
            "Raw:  {'pm10': 53.8, 'no2': 25.08, 'so2': 18.63, 'soot': 14.8}\n",
            "Transformed: {'no2_normalized': -7.5979786, 'pm10_normalized': 0.17506552, 'so2_normalized': 3.1054058, 'soot_normalized': 0.08657157}\n",
            "Raw:  {'pm10': 113.18, 'no2': 48.86, 'so2': 27.61, 'soot': 32.0}\n",
            "Transformed: {'no2_normalized': 16.182022, 'pm10_normalized': 0.39428508, 'so2_normalized': 12.085407, 'soot_normalized': 0.25577962}\n",
            "Raw:  {'pm10': 91.8, 'no2': 44.39, 'so2': 26.97, 'soot': 33.57}\n",
            "Transformed: {'no2_normalized': 11.712021, 'pm10_normalized': 0.31535426, 'so2_normalized': 11.445406, 'soot_normalized': 0.27122477}\n",
            "Raw:  {'pm10': 29.45, 'no2': 24.71, 'so2': 16.65, 'soot': 12.03}\n",
            "Transformed: {'no2_normalized': -7.9679794, 'pm10_normalized': 0.08517001, 'so2_normalized': 1.1254063, 'soot_normalized': 0.059321195}\n",
            "Raw:  {'pm10': 51.61, 'no2': 24.28, 'so2': 15.63, 'soot': 11.52}\n",
            "Transformed: {'no2_normalized': -8.397978, 'pm10_normalized': 0.16698046, 'so2_normalized': 0.10540676, 'soot_normalized': 0.054303985}\n",
            "Raw:  {'pm10': 64.73, 'no2': 26.33, 'so2': 17.46, 'soot': 13.75}\n",
            "Transformed: {'no2_normalized': -6.3479786, 'pm10_normalized': 0.215417, 'so2_normalized': 1.9354057, 'soot_normalized': 0.076242}\n",
            "Raw:  {'pm10': 53.01, 'no2': 29.84, 'so2': 19.98, 'soot': 16.61}\n",
            "Transformed: {'no2_normalized': -2.8379784, 'pm10_normalized': 0.17214899, 'so2_normalized': 4.455406, 'soot_normalized': 0.10437777}\n",
            "Raw:  {'pm10': 64.26, 'no2': 35.83, 'so2': 20.76, 'soot': 22.86}\n",
            "Transformed: {'no2_normalized': 3.1520233, 'pm10_normalized': 0.21368185, 'so2_normalized': 5.235407, 'soot_normalized': 0.16586325}\n",
            "Raw:  {'pm10': 69.57, 'no2': 37.61, 'so2': 20.4, 'soot': 25.15}\n",
            "Transformed: {'no2_normalized': 4.932022, 'pm10_normalized': 0.23328534, 'so2_normalized': 4.8754063, 'soot_normalized': 0.18839152}\n",
            "Raw:  {'pm10': 77.9, 'no2': 45.28, 'so2': 29.2, 'soot': 30.28}\n",
            "Transformed: {'no2_normalized': 12.60202, 'pm10_normalized': 0.26403812, 'so2_normalized': 13.675407, 'soot_normalized': 0.23885882}\n",
            "Raw:  {'pm10': 85.11, 'no2': 40.72, 'so2': 23.75, 'soot': 28.31}\n",
            "Transformed: {'no2_normalized': 8.042023, 'pm10_normalized': 0.29065603, 'so2_normalized': 8.225407, 'soot_normalized': 0.21947858}\n",
            "Raw:  {'pm10': 92.84, 'no2': 47.5, 'so2': 26.76, 'soot': 29.51}\n",
            "Transformed: {'no2_normalized': 14.8220215, 'pm10_normalized': 0.3191937, 'so2_normalized': 11.235407, 'soot_normalized': 0.2312838}\n",
            "Raw:  {'pm10': 61.54, 'no2': 28.95, 'so2': 21.43, 'soot': 17.72}\n",
            "Transformed: {'no2_normalized': -3.7279778, 'pm10_normalized': 0.20364012, 'so2_normalized': 5.905407, 'soot_normalized': 0.11529758}\n",
            "Raw:  {'pm10': 41.68, 'no2': 26.68, 'so2': 18.32, 'soot': 12.85}\n",
            "Transformed: {'no2_normalized': -5.997978, 'pm10_normalized': 0.13032082, 'so2_normalized': 2.7954063, 'soot_normalized': 0.067388095}\n",
            "Raw:  {'pm10': 58.39, 'no2': 36.72, 'so2': 21.83, 'soot': 17.27}\n",
            "Transformed: {'no2_normalized': 4.0420227, 'pm10_normalized': 0.19201092, 'so2_normalized': 6.3054066, 'soot_normalized': 0.11087063}\n",
            "Raw:  {'pm10': 66.06, 'no2': 45.4, 'so2': 28.01, 'soot': 23.9}\n",
            "Transformed: {'no2_normalized': 12.722023, 'pm10_normalized': 0.22032708, 'so2_normalized': 12.485407, 'soot_normalized': 0.17609443}\n",
            "Raw:  {'pm10': 51.72, 'no2': 39.71, 'so2': 27.04, 'soot': 9.44}\n",
            "Transformed: {'no2_normalized': 7.0320206, 'pm10_normalized': 0.16738656, 'so2_normalized': 11.515408, 'soot_normalized': 0.033841606}\n",
            "Raw:  {'pm10': 29.13, 'no2': 20.84, 'so2': 23.41, 'soot': 9.34}\n",
            "Transformed: {'no2_normalized': -11.837978, 'pm10_normalized': 0.08398863, 'so2_normalized': 7.8854065, 'soot_normalized': 0.032857846}\n",
            "Raw:  {'pm10': 37.48, 'no2': 27.52, 'so2': 27.88, 'soot': 10.49}\n",
            "Transformed: {'no2_normalized': -5.157978, 'pm10_normalized': 0.11481522, 'so2_normalized': 12.355406, 'soot_normalized': 0.04417117}\n",
            "Raw:  {'pm10': 32.2, 'no2': 25.71, 'so2': 22.92, 'soot': 12.97}\n",
            "Transformed: {'no2_normalized': -6.9679794, 'pm10_normalized': 0.095322475, 'so2_normalized': 7.3954067, 'soot_normalized': 0.06856862}\n",
            "Raw:  {'pm10': 28.51, 'no2': 24.58, 'so2': 28.18, 'soot': 14.75}\n",
            "Transformed: {'no2_normalized': -8.097979, 'pm10_normalized': 0.081699714, 'so2_normalized': 12.655407, 'soot_normalized': 0.08607968}\n",
            "Raw:  {'pm10': 49.97, 'no2': 28.37, 'so2': 16.55, 'soot': 20.55}\n",
            "Transformed: {'no2_normalized': -4.3079777, 'pm10_normalized': 0.16092591, 'so2_normalized': 1.0254059, 'soot_normalized': 0.1431382}\n",
            "Raw:  {'pm10': 30.9, 'no2': 24.99, 'so2': 13.03, 'soot': 15.81}\n",
            "Transformed: {'no2_normalized': -7.6879787, 'pm10_normalized': 0.09052313, 'so2_normalized': -2.4945936, 'soot_normalized': 0.096507624}\n",
            "Raw:  {'pm10': 38.14, 'no2': 25.3, 'so2': 12.93, 'soot': 13.96}\n",
            "Transformed: {'no2_normalized': -7.3779793, 'pm10_normalized': 0.11725181, 'so2_normalized': -2.594593, 'soot_normalized': 0.07830791}\n",
            "Raw:  {'pm10': 63.11, 'no2': 25.04, 'so2': 14.32, 'soot': 18.33}\n",
            "Transformed: {'no2_normalized': -7.6379776, 'pm10_normalized': 0.20943625, 'so2_normalized': -1.2045937, 'soot_normalized': 0.12129857}\n",
            "Raw:  {'pm10': 102.01, 'no2': 38.37, 'so2': 22.97, 'soot': 31.04}\n",
            "Transformed: {'no2_normalized': 5.6920204, 'pm10_normalized': 0.3530476, 'so2_normalized': 7.445406, 'soot_normalized': 0.24633546}\n",
            "Raw:  {'pm10': 124.05, 'no2': 34.84, 'so2': 28.44, 'soot': 25.15}\n",
            "Transformed: {'no2_normalized': 2.1620216, 'pm10_normalized': 0.43441504, 'so2_normalized': 12.915407, 'soot_normalized': 0.18839152}\n",
            "Raw:  {'pm10': 118.11, 'no2': 32.83, 'so2': 23.56, 'soot': 22.8}\n",
            "Transformed: {'no2_normalized': 0.15202332, 'pm10_normalized': 0.41248572, 'so2_normalized': 8.035406, 'soot_normalized': 0.16527298}\n",
            "Raw:  {'pm10': 46.28, 'no2': 23.25, 'so2': 18.5, 'soot': 21.49}\n",
            "Transformed: {'no2_normalized': -9.4279785, 'pm10_normalized': 0.14730312, 'so2_normalized': 2.9754066, 'soot_normalized': 0.15238562}\n",
            "Raw:  {'pm10': 34.71, 'no2': 17.22, 'so2': 15.84, 'soot': 19.01}\n",
            "Transformed: {'no2_normalized': -15.457979, 'pm10_normalized': 0.10458891, 'so2_normalized': 0.3154068, 'soot_normalized': 0.12798819}\n",
            "Raw:  {'pm10': 26.93, 'no2': 15.6, 'so2': 16.23, 'soot': 14.46}\n",
            "Transformed: {'no2_normalized': -17.077978, 'pm10_normalized': 0.07586665, 'so2_normalized': 0.7054062, 'soot_normalized': 0.083226755}\n",
            "Raw:  {'pm10': 25.22, 'no2': 15.07, 'so2': 12.77, 'soot': 13.25}\n",
            "Transformed: {'no2_normalized': -17.607979, 'pm10_normalized': 0.06955366, 'so2_normalized': -2.754593, 'soot_normalized': 0.071323164}\n",
            "Raw:  {'pm10': 20.43, 'no2': 19.0, 'so2': 13.66, 'soot': 8.0}\n",
            "Transformed: {'no2_normalized': -13.6779785, 'pm10_normalized': 0.051869903, 'so2_normalized': -1.8645935, 'soot_normalized': 0.019675355}\n",
            "Raw:  {'pm10': 26.48, 'no2': 21.5, 'so2': 15.19, 'soot': 11.23}\n",
            "Transformed: {'no2_normalized': -11.1779785, 'pm10_normalized': 0.07420533, 'so2_normalized': -0.33459377, 'soot_normalized': 0.05145105}\n",
            "Raw:  {'pm10': 36.02, 'no2': 23.1, 'so2': 20.46, 'soot': 12.66}\n",
            "Transformed: {'no2_normalized': -9.577978, 'pm10_normalized': 0.10942518, 'so2_normalized': 4.9354057, 'soot_normalized': 0.06551893}\n",
            "Raw:  {'pm10': 62.14, 'no2': 37.77, 'so2': 24.86, 'soot': 17.18}\n",
            "Transformed: {'no2_normalized': 5.092022, 'pm10_normalized': 0.2058552, 'so2_normalized': 9.335407, 'soot_normalized': 0.10998524}\n",
            "Raw:  {'pm10': 74.66, 'no2': 45.56, 'so2': 22.26, 'soot': 20.01}\n",
            "Transformed: {'no2_normalized': 12.882023, 'pm10_normalized': 0.25207666, 'so2_normalized': 6.735407, 'soot_normalized': 0.13782586}\n",
            "Raw:  {'pm10': 58.86, 'no2': 43.78, 'so2': 20.15, 'soot': 17.63}\n",
            "Transformed: {'no2_normalized': 11.10202, 'pm10_normalized': 0.19374608, 'so2_normalized': 4.6254063, 'soot_normalized': 0.11441218}\n",
            "Raw:  {'pm10': 39.51, 'no2': 37.02, 'so2': 16.98, 'soot': 15.54}\n",
            "Transformed: {'no2_normalized': 4.342022, 'pm10_normalized': 0.12230958, 'so2_normalized': 1.4554062, 'soot_normalized': 0.09385145}\n",
            "Raw:  {'pm10': 18.64, 'no2': 32.87, 'so2': 18.55, 'soot': 12.31}\n",
            "Transformed: {'no2_normalized': 0.19202042, 'pm10_normalized': 0.045261562, 'so2_normalized': 3.025406, 'soot_normalized': 0.06207575}\n",
            "Raw:  {'pm10': 33.64, 'no2': 35.08, 'so2': 16.93, 'soot': 14.41}\n",
            "Transformed: {'no2_normalized': 2.4020233, 'pm10_normalized': 0.10063867, 'so2_normalized': 1.405407, 'soot_normalized': 0.08273487}\n",
            "Raw:  {'pm10': 27.41, 'no2': 25.38, 'so2': 15.83, 'soot': 11.06}\n",
            "Transformed: {'no2_normalized': -7.2979794, 'pm10_normalized': 0.077638716, 'so2_normalized': 0.30540657, 'soot_normalized': 0.04977865}\n",
            "Raw:  {'pm10': 34.59, 'no2': 30.91, 'so2': 21.56, 'soot': 13.48}\n",
            "Transformed: {'no2_normalized': -1.7679787, 'pm10_normalized': 0.1041459, 'so2_normalized': 6.035406, 'soot_normalized': 0.07358582}\n",
            "Raw:  {'pm10': 39.39, 'no2': 33.51, 'so2': 14.47, 'soot': 13.35}\n",
            "Transformed: {'no2_normalized': 0.8320198, 'pm10_normalized': 0.12186657, 'so2_normalized': -1.0545931, 'soot_normalized': 0.07230694}\n",
            "Raw:  {'pm10': 48.14, 'no2': 32.4, 'so2': 13.06, 'soot': 12.12}\n",
            "Transformed: {'no2_normalized': -0.277977, 'pm10_normalized': 0.15416989, 'so2_normalized': -2.464593, 'soot_normalized': 0.060206585}\n",
            "Raw:  {'pm10': 41.99, 'no2': 39.67, 'so2': 14.82, 'soot': 12.41}\n",
            "Transformed: {'no2_normalized': 6.9920197, 'pm10_normalized': 0.13146529, 'so2_normalized': -0.70459366, 'soot_normalized': 0.063059516}\n",
            "Raw:  {'pm10': 50.75, 'no2': 33.19, 'so2': 15.34, 'soot': 11.73}\n",
            "Transformed: {'no2_normalized': 0.5120201, 'pm10_normalized': 0.16380551, 'so2_normalized': -0.1845932, 'soot_normalized': 0.05636989}\n",
            "Raw:  {'pm10': 81.09, 'no2': 40.34, 'so2': 19.67, 'soot': 15.07}\n",
            "Transformed: {'no2_normalized': 7.6620216, 'pm10_normalized': 0.27581495, 'so2_normalized': 4.1454067, 'soot_normalized': 0.089227736}\n",
            "Raw:  {'pm10': 64.9, 'no2': 39.49, 'so2': 18.2, 'soot': 17.48}\n",
            "Transformed: {'no2_normalized': 6.812023, 'pm10_normalized': 0.2160446, 'so2_normalized': 2.6754074, 'soot_normalized': 0.112936534}\n",
            "Raw:  {'pm10': 61.97, 'no2': 30.55, 'so2': 15.2, 'soot': 15.53}\n",
            "Transformed: {'no2_normalized': -2.1279793, 'pm10_normalized': 0.2052276, 'so2_normalized': -0.32459354, 'soot_normalized': 0.09375306}\n",
            "Raw:  {'pm10': 58.12, 'no2': 26.03, 'so2': 20.37, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': -6.647978, 'pm10_normalized': 0.19101413, 'so2_normalized': 4.8454075, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 63.01, 'no2': 26.3, 'so2': 16.11, 'soot': 14.59}\n",
            "Transformed: {'no2_normalized': -6.3779793, 'pm10_normalized': 0.20906706, 'so2_normalized': 0.58540726, 'soot_normalized': 0.084505655}\n",
            "Raw:  {'pm10': 27.26, 'no2': 21.82, 'so2': 14.84, 'soot': 14.3}\n",
            "Transformed: {'no2_normalized': -10.857979, 'pm10_normalized': 0.07708495, 'so2_normalized': -0.6845932, 'soot_normalized': 0.08165272}\n",
            "Raw:  {'pm10': 33.12, 'no2': 26.48, 'so2': 16.51, 'soot': 19.37}\n",
            "Transformed: {'no2_normalized': -6.197979, 'pm10_normalized': 0.098718934, 'so2_normalized': 0.9854069, 'soot_normalized': 0.13152976}\n",
            "Raw:  {'pm10': 33.65, 'no2': 25.92, 'so2': 16.61, 'soot': 19.57}\n",
            "Transformed: {'no2_normalized': -6.7579784, 'pm10_normalized': 0.100675605, 'so2_normalized': 1.0854073, 'soot_normalized': 0.13349728}\n",
            "Raw:  {'pm10': 53.54, 'no2': 35.01, 'so2': 26.49, 'soot': 25.16}\n",
            "Transformed: {'no2_normalized': 2.3320198, 'pm10_normalized': 0.17410566, 'so2_normalized': 10.965406, 'soot_normalized': 0.1884899}\n",
            "Raw:  {'pm10': 88.53, 'no2': 49.73, 'so2': 38.03, 'soot': 32.07}\n",
            "Transformed: {'no2_normalized': 17.052021, 'pm10_normalized': 0.30328202, 'so2_normalized': 22.505405, 'soot_normalized': 0.25646827}\n",
            "Raw:  {'pm10': 63.55, 'no2': 40.27, 'so2': 20.65, 'soot': 28.32}\n",
            "Transformed: {'no2_normalized': 7.592022, 'pm10_normalized': 0.21106064, 'so2_normalized': 5.1254063, 'soot_normalized': 0.21957697}\n",
            "Raw:  {'pm10': 37.99, 'no2': 18.78, 'so2': 12.57, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': -13.897978, 'pm10_normalized': 0.11669805, 'so2_normalized': -2.9545937, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 24.91, 'no2': 18.13, 'so2': 13.35, 'soot': 17.81}\n",
            "Transformed: {'no2_normalized': -14.547979, 'pm10_normalized': 0.0684092, 'so2_normalized': -2.174593, 'soot_normalized': 0.11618297}\n",
            "Raw:  {'pm10': 15.85, 'no2': 15.19, 'so2': 13.45, 'soot': 17.73}\n",
            "Transformed: {'no2_normalized': -17.48798, 'pm10_normalized': 0.03496142, 'so2_normalized': -2.0745935, 'soot_normalized': 0.115395956}\n",
            "Raw:  {'pm10': 13.6, 'no2': 16.56, 'so2': 13.71, 'soot': 16.75}\n",
            "Transformed: {'no2_normalized': -16.11798, 'pm10_normalized': 0.026654854, 'so2_normalized': -1.8145933, 'soot_normalized': 0.10575504}\n",
            "Raw:  {'pm10': 34.33, 'no2': 25.17, 'so2': 13.03, 'soot': 16.48}\n",
            "Transformed: {'no2_normalized': -7.5079784, 'pm10_normalized': 0.10318603, 'so2_normalized': -2.4945936, 'soot_normalized': 0.103098854}\n",
            "Raw:  {'pm10': 53.81, 'no2': 25.25, 'so2': 11.19, 'soot': 15.53}\n",
            "Transformed: {'no2_normalized': -7.4279785, 'pm10_normalized': 0.17510244, 'so2_normalized': -4.334594, 'soot_normalized': 0.09375306}\n",
            "Raw:  {'pm10': 41.53, 'no2': 27.03, 'so2': 11.57, 'soot': 17.22}\n",
            "Transformed: {'no2_normalized': -5.647978, 'pm10_normalized': 0.12976703, 'so2_normalized': -3.9545937, 'soot_normalized': 0.110378735}\n",
            "Raw:  {'pm10': 47.8, 'no2': 27.65, 'so2': 11.33, 'soot': 16.73}\n",
            "Transformed: {'no2_normalized': -5.027979, 'pm10_normalized': 0.15291467, 'so2_normalized': -4.1945934, 'soot_normalized': 0.105558276}\n",
            "Raw:  {'pm10': 45.86, 'no2': 22.51, 'so2': 12.66, 'soot': 14.41}\n",
            "Transformed: {'no2_normalized': -10.167978, 'pm10_normalized': 0.14575258, 'so2_normalized': -2.8645935, 'soot_normalized': 0.08273487}\n",
            "Raw:  {'pm10': 40.8, 'no2': 30.1, 'so2': 13.48, 'soot': 14.93}\n",
            "Transformed: {'no2_normalized': -2.5779781, 'pm10_normalized': 0.12707202, 'so2_normalized': -2.0445938, 'soot_normalized': 0.08785047}\n",
            "Raw:  {'pm10': 65.1, 'no2': 41.24, 'so2': 17.81, 'soot': 18.04}\n",
            "Transformed: {'no2_normalized': 8.562023, 'pm10_normalized': 0.21678294, 'so2_normalized': 2.285406, 'soot_normalized': 0.11844565}\n",
            "Raw:  {'pm10': 64.02, 'no2': 39.77, 'so2': 17.05, 'soot': 15.66}\n",
            "Transformed: {'no2_normalized': 7.092022, 'pm10_normalized': 0.2127958, 'so2_normalized': 1.5254059, 'soot_normalized': 0.09503196}\n",
            "Raw:  {'pm10': 78.05, 'no2': 55.74, 'so2': 19.84, 'soot': 21.17}\n",
            "Transformed: {'no2_normalized': 23.062023, 'pm10_normalized': 0.2645919, 'so2_normalized': 4.315407, 'soot_normalized': 0.14923757}\n",
            "Raw:  {'pm10': 96.04, 'no2': 62.06, 'so2': 22.08, 'soot': 29.04}\n",
            "Transformed: {'no2_normalized': 29.382023, 'pm10_normalized': 0.3310075, 'so2_normalized': 6.5554066, 'soot_normalized': 0.2266601}\n",
            "Raw:  {'pm10': 90.25, 'no2': 45.76, 'so2': 24.01, 'soot': 22.45}\n",
            "Transformed: {'no2_normalized': 13.08202, 'pm10_normalized': 0.30963194, 'so2_normalized': 8.485407, 'soot_normalized': 0.1618298}\n",
            "Raw:  {'pm10': 20.54, 'no2': 24.26, 'so2': 16.84, 'soot': 10.93}\n",
            "Transformed: {'no2_normalized': -8.417978, 'pm10_normalized': 0.052276, 'so2_normalized': 1.3154068, 'soot_normalized': 0.048499756}\n",
            "Raw:  {'pm10': 31.13, 'no2': 42.32, 'so2': 16.1, 'soot': 16.53}\n",
            "Transformed: {'no2_normalized': 9.642021, 'pm10_normalized': 0.091372244, 'so2_normalized': 0.575407, 'soot_normalized': 0.10359076}\n",
            "Raw:  {'pm10': 46.29, 'no2': 45.17, 'so2': 14.33, 'soot': 16.56}\n",
            "Transformed: {'no2_normalized': 12.49202, 'pm10_normalized': 0.14734004, 'so2_normalized': -1.1945934, 'soot_normalized': 0.103885874}\n",
            "Raw:  {'pm10': 44.46, 'no2': 41.0, 'so2': 14.27, 'soot': 17.19}\n",
            "Transformed: {'no2_normalized': 8.3220215, 'pm10_normalized': 0.14058404, 'so2_normalized': -1.2545929, 'soot_normalized': 0.11008362}\n",
            "Raw:  {'pm10': 47.2, 'no2': 37.74, 'so2': 18.25, 'soot': 21.47}\n",
            "Transformed: {'no2_normalized': 5.062023, 'pm10_normalized': 0.1506996, 'so2_normalized': 2.7254066, 'soot_normalized': 0.15218887}\n",
            "Raw:  {'pm10': 38.0, 'no2': 37.13, 'so2': 14.72, 'soot': 20.28}\n",
            "Transformed: {'no2_normalized': 4.4520226, 'pm10_normalized': 0.11673496, 'so2_normalized': -0.8045931, 'soot_normalized': 0.14048204}\n",
            "Raw:  {'pm10': 33.31, 'no2': 43.44, 'so2': 18.42, 'soot': 20.19}\n",
            "Transformed: {'no2_normalized': 10.76202, 'pm10_normalized': 0.09942038, 'so2_normalized': 2.8954067, 'soot_normalized': 0.13959666}\n",
            "Raw:  {'pm10': 27.17, 'no2': 26.25, 'so2': 14.19, 'soot': 17.44}\n",
            "Transformed: {'no2_normalized': -6.4279785, 'pm10_normalized': 0.076752685, 'so2_normalized': -1.3345938, 'soot_normalized': 0.11254304}\n",
            "Raw:  {'pm10': 22.39, 'no2': 31.14, 'so2': 13.24, 'soot': 19.28}\n",
            "Transformed: {'no2_normalized': -1.5379791, 'pm10_normalized': 0.059105836, 'so2_normalized': -2.2845936, 'soot_normalized': 0.13064437}\n",
            "Raw:  {'pm10': 33.42, 'no2': 33.2, 'so2': 14.59, 'soot': 20.82}\n",
            "Transformed: {'no2_normalized': 0.52202225, 'pm10_normalized': 0.09982647, 'so2_normalized': -0.9345932, 'soot_normalized': 0.14579438}\n",
            "Raw:  {'pm10': 40.84, 'no2': 37.64, 'so2': 15.73, 'soot': 24.1}\n",
            "Transformed: {'no2_normalized': 4.962021, 'pm10_normalized': 0.12721969, 'so2_normalized': 0.20540619, 'soot_normalized': 0.17806198}\n",
            "Raw:  {'pm10': 23.93, 'no2': 28.17, 'so2': 15.15, 'soot': 16.69}\n",
            "Transformed: {'no2_normalized': -4.5079784, 'pm10_normalized': 0.064791225, 'so2_normalized': -0.37459373, 'soot_normalized': 0.10516478}\n",
            "Raw:  {'pm10': 28.7, 'no2': 33.79, 'so2': 17.16, 'soot': 14.77}\n",
            "Transformed: {'no2_normalized': 1.1120224, 'pm10_normalized': 0.08240115, 'so2_normalized': 1.6354065, 'soot_normalized': 0.086276434}\n",
            "Raw:  {'pm10': 56.92, 'no2': 35.79, 'so2': 16.99, 'soot': 14.99}\n",
            "Transformed: {'no2_normalized': 3.1120224, 'pm10_normalized': 0.18658395, 'so2_normalized': 1.4654064, 'soot_normalized': 0.08844072}\n",
            "Raw:  {'pm10': 69.52, 'no2': 41.78, 'so2': 16.39, 'soot': 23.66}\n",
            "Transformed: {'no2_normalized': 9.10202, 'pm10_normalized': 0.23310073, 'so2_normalized': 0.86540604, 'soot_normalized': 0.17373338}\n",
            "Raw:  {'pm10': 64.37, 'no2': 45.28, 'so2': 18.27, 'soot': 18.46}\n",
            "Transformed: {'no2_normalized': 12.60202, 'pm10_normalized': 0.21408795, 'so2_normalized': 2.745407, 'soot_normalized': 0.12257746}\n",
            "Raw:  {'pm10': 55.97, 'no2': 39.91, 'so2': 12.91, 'soot': 16.85}\n",
            "Transformed: {'no2_normalized': 7.2320213, 'pm10_normalized': 0.18307675, 'so2_normalized': -2.6145935, 'soot_normalized': 0.106738806}\n",
            "Raw:  {'pm10': 58.84, 'no2': 39.72, 'so2': 16.98, 'soot': 18.63}\n",
            "Transformed: {'no2_normalized': 7.0420227, 'pm10_normalized': 0.19367224, 'so2_normalized': 1.4554062, 'soot_normalized': 0.12424986}\n",
            "Raw:  {'pm10': 45.59, 'no2': 30.01, 'so2': 18.52, 'soot': 15.6}\n",
            "Transformed: {'no2_normalized': -2.6679783, 'pm10_normalized': 0.14475578, 'so2_normalized': 2.995407, 'soot_normalized': 0.09444171}\n",
            "Raw:  {'pm10': 45.66, 'no2': 41.9, 'so2': 15.8, 'soot': 14.28}\n",
            "Transformed: {'no2_normalized': 9.222023, 'pm10_normalized': 0.14501421, 'so2_normalized': 0.27540684, 'soot_normalized': 0.08145597}\n",
            "Raw:  {'pm10': 63.76, 'no2': 23.64, 'so2': 10.79, 'soot': 12.68}\n",
            "Transformed: {'no2_normalized': -9.037979, 'pm10_normalized': 0.21183592, 'so2_normalized': -4.7345934, 'soot_normalized': 0.06571569}\n",
            "Raw:  {'pm10': 141.96, 'no2': 18.95, 'so2': 9.61, 'soot': 14.29}\n",
            "Transformed: {'no2_normalized': -13.727978, 'pm10_normalized': 0.5005353, 'so2_normalized': -5.9145937, 'soot_normalized': 0.081554346}\n",
            "Raw:  {'pm10': 99.97, 'no2': 37.23, 'so2': 14.63, 'soot': 13.5}\n",
            "Transformed: {'no2_normalized': 4.552021, 'pm10_normalized': 0.34551632, 'so2_normalized': -0.89459324, 'soot_normalized': 0.073782586}\n",
            "Raw:  {'pm10': 61.9, 'no2': 49.52, 'so2': 22.28, 'soot': 17.31}\n",
            "Transformed: {'no2_normalized': 16.842022, 'pm10_normalized': 0.20496917, 'so2_normalized': 6.7554073, 'soot_normalized': 0.11126413}\n",
            "Raw:  {'pm10': 40.6, 'no2': 40.0, 'so2': 12.3, 'soot': 11.78}\n",
            "Transformed: {'no2_normalized': 7.3220215, 'pm10_normalized': 0.12633365, 'so2_normalized': -3.2245932, 'soot_normalized': 0.056861773}\n",
            "Raw:  {'pm10': 27.47, 'no2': 35.75, 'so2': 12.3, 'soot': 11.32}\n",
            "Transformed: {'no2_normalized': 3.0720215, 'pm10_normalized': 0.07786023, 'so2_normalized': -3.2245932, 'soot_normalized': 0.052336443}\n",
            "Raw:  {'pm10': 29.99, 'no2': 33.53, 'so2': 12.07, 'soot': 11.6}\n",
            "Transformed: {'no2_normalized': 0.85202026, 'pm10_normalized': 0.08716358, 'so2_normalized': -3.4545937, 'soot_normalized': 0.055090997}\n",
            "Raw:  {'pm10': 35.59, 'no2': 33.32, 'so2': 14.92, 'soot': 10.97}\n",
            "Transformed: {'no2_normalized': 0.6420212, 'pm10_normalized': 0.10783771, 'so2_normalized': -0.6045933, 'soot_normalized': 0.04889326}\n",
            "Raw:  {'pm10': 43.94, 'no2': 39.05, 'so2': 15.29, 'soot': 14.08}\n",
            "Transformed: {'no2_normalized': 6.3720207, 'pm10_normalized': 0.13866429, 'so2_normalized': -0.23459339, 'soot_normalized': 0.079488434}\n",
            "Raw:  {'pm10': 39.52, 'no2': 37.01, 'so2': 15.81, 'soot': 13.81}\n",
            "Transformed: {'no2_normalized': 4.33202, 'pm10_normalized': 0.12234651, 'so2_normalized': 0.28540707, 'soot_normalized': 0.076832265}\n",
            "Raw:  {'pm10': 26.08, 'no2': 28.72, 'so2': 11.35, 'soot': 10.26}\n",
            "Transformed: {'no2_normalized': -3.9579792, 'pm10_normalized': 0.07272862, 'so2_normalized': -4.174593, 'soot_normalized': 0.04190851}\n",
            "Raw:  {'pm10': 26.07, 'no2': 28.03, 'so2': 10.13, 'soot': 9.33}\n",
            "Transformed: {'no2_normalized': -4.647978, 'pm10_normalized': 0.072691694, 'so2_normalized': -5.3945932, 'soot_normalized': 0.032759465}\n",
            "Raw:  {'pm10': 24.71, 'no2': 32.1, 'so2': 10.72, 'soot': 12.27}\n",
            "Transformed: {'no2_normalized': -0.57798004, 'pm10_normalized': 0.06767083, 'so2_normalized': -4.804593, 'soot_normalized': 0.061682243}\n",
            "Raw:  {'pm10': 42.2, 'no2': 29.42, 'so2': 11.29, 'soot': 12.27}\n",
            "Transformed: {'no2_normalized': -3.2579784, 'pm10_normalized': 0.13224056, 'so2_normalized': -4.2345934, 'soot_normalized': 0.061682243}\n",
            "Raw:  {'pm10': 41.09, 'no2': 30.82, 'so2': 12.67, 'soot': 12.38}\n",
            "Transformed: {'no2_normalized': -1.8579788, 'pm10_normalized': 0.12814264, 'so2_normalized': -2.8545933, 'soot_normalized': 0.062764384}\n",
            "Raw:  {'pm10': 30.09, 'no2': 28.74, 'so2': 12.47, 'soot': 8.89}\n",
            "Transformed: {'no2_normalized': -3.9379787, 'pm10_normalized': 0.08753276, 'so2_normalized': -3.054593, 'soot_normalized': 0.028430892}\n",
            "Raw:  {'pm10': 27.82, 'no2': 25.52, 'so2': 11.45, 'soot': 10.39}\n",
            "Transformed: {'no2_normalized': -7.157978, 'pm10_normalized': 0.07915235, 'so2_normalized': -4.0745935, 'soot_normalized': 0.04318741}\n",
            "Raw:  {'pm10': 34.0, 'no2': 50.05, 'so2': 16.18, 'soot': 13.08}\n",
            "Transformed: {'no2_normalized': 17.37202, 'pm10_normalized': 0.10196773, 'so2_normalized': 0.65540695, 'soot_normalized': 0.069650754}\n",
            "Raw:  {'pm10': 48.34, 'no2': 51.25, 'so2': 12.12, 'soot': 12.34}\n",
            "Transformed: {'no2_normalized': 18.572021, 'pm10_normalized': 0.15490825, 'so2_normalized': -3.4045935, 'soot_normalized': 0.062370878}\n",
            "Raw:  {'pm10': 34.86, 'no2': 42.39, 'so2': 10.69, 'soot': 13.1}\n",
            "Transformed: {'no2_normalized': 9.712021, 'pm10_normalized': 0.10514268, 'so2_normalized': -4.834594, 'soot_normalized': 0.06984752}\n",
            "Raw:  {'pm10': 32.33, 'no2': 30.43, 'so2': 11.29, 'soot': 13.8}\n",
            "Transformed: {'no2_normalized': -2.2479782, 'pm10_normalized': 0.09580242, 'so2_normalized': -4.2345934, 'soot_normalized': 0.07673389}\n",
            "Raw:  {'pm10': 29.77, 'no2': 24.26, 'so2': 11.51, 'soot': 12.14}\n",
            "Transformed: {'no2_normalized': -8.417978, 'pm10_normalized': 0.08635138, 'so2_normalized': -4.014593, 'soot_normalized': 0.060403343}\n",
            "Raw:  {'pm10': 30.25, 'no2': 22.55, 'so2': 12.29, 'soot': 12.11}\n",
            "Transformed: {'no2_normalized': -10.127979, 'pm10_normalized': 0.08812345, 'so2_normalized': -3.2345934, 'soot_normalized': 0.060108207}\n",
            "Raw:  {'pm10': 32.83, 'no2': 26.4, 'so2': 11.79, 'soot': 14.98}\n",
            "Transformed: {'no2_normalized': -6.277979, 'pm10_normalized': 0.09764832, 'so2_normalized': -3.7345934, 'soot_normalized': 0.08834234}\n",
            "Raw:  {'pm10': 40.48, 'no2': 32.54, 'so2': 11.75, 'soot': 16.36}\n",
            "Transformed: {'no2_normalized': -0.1379776, 'pm10_normalized': 0.12589064, 'so2_normalized': -3.7745934, 'soot_normalized': 0.10191835}\n",
            "Raw:  {'pm10': 32.2, 'no2': 37.89, 'so2': 11.26, 'soot': 17.12}\n",
            "Transformed: {'no2_normalized': 5.212021, 'pm10_normalized': 0.095322475, 'so2_normalized': -4.264593, 'soot_normalized': 0.10939498}\n",
            "Raw:  {'pm10': 36.73, 'no2': 28.82, 'so2': 11.11, 'soot': 14.45}\n",
            "Transformed: {'no2_normalized': -3.8579788, 'pm10_normalized': 0.11204636, 'so2_normalized': -4.4145937, 'soot_normalized': 0.08312838}\n",
            "Raw:  {'pm10': 32.09, 'no2': 28.42, 'so2': 11.88, 'soot': 14.52}\n",
            "Transformed: {'no2_normalized': -4.2579784, 'pm10_normalized': 0.09491637, 'so2_normalized': -3.6445932, 'soot_normalized': 0.08381702}\n",
            "Raw:  {'pm10': 25.7, 'no2': 29.49, 'so2': 10.64, 'soot': 15.14}\n",
            "Transformed: {'no2_normalized': -3.1879787, 'pm10_normalized': 0.07132573, 'so2_normalized': -4.884593, 'soot_normalized': 0.08991638}\n",
            "Raw:  {'pm10': 25.18, 'no2': 20.93, 'so2': 11.15, 'soot': 15.0}\n",
            "Transformed: {'no2_normalized': -11.747978, 'pm10_normalized': 0.06940599, 'so2_normalized': -4.3745937, 'soot_normalized': 0.0885391}\n",
            "Raw:  {'pm10': 36.58, 'no2': 29.13, 'so2': 9.79, 'soot': 15.89}\n",
            "Transformed: {'no2_normalized': -3.5479794, 'pm10_normalized': 0.1114926, 'so2_normalized': -5.7345934, 'soot_normalized': 0.097294636}\n",
            "Raw:  {'pm10': 28.59, 'no2': 36.5, 'so2': 10.36, 'soot': 20.78}\n",
            "Transformed: {'no2_normalized': 3.8220215, 'pm10_normalized': 0.08199505, 'so2_normalized': -5.1645937, 'soot_normalized': 0.14540088}\n",
            "Raw:  {'pm10': 29.78, 'no2': 28.4, 'so2': 11.69, 'soot': 16.61}\n",
            "Transformed: {'no2_normalized': -4.277979, 'pm10_normalized': 0.08638831, 'so2_normalized': -3.8345938, 'soot_normalized': 0.10437777}\n",
            "Raw:  {'pm10': 34.53, 'no2': 40.1, 'so2': 11.42, 'soot': 21.36}\n",
            "Transformed: {'no2_normalized': 7.42202, 'pm10_normalized': 0.103924386, 'so2_normalized': -4.1045933, 'soot_normalized': 0.15110673}\n",
            "Raw:  {'pm10': 32.48, 'no2': 42.24, 'so2': 10.59, 'soot': 20.93}\n",
            "Transformed: {'no2_normalized': 9.562023, 'pm10_normalized': 0.096356176, 'so2_normalized': -4.934593, 'soot_normalized': 0.14687653}\n",
            "Raw:  {'pm10': 39.77, 'no2': 38.56, 'so2': 10.7, 'soot': 21.71}\n",
            "Transformed: {'no2_normalized': 5.882023, 'pm10_normalized': 0.12326946, 'so2_normalized': -4.8245935, 'soot_normalized': 0.15454991}\n",
            "Raw:  {'pm10': 29.12, 'no2': 33.33, 'so2': 11.84, 'soot': 20.46}\n",
            "Transformed: {'no2_normalized': 0.6520233, 'pm10_normalized': 0.08395172, 'so2_normalized': -3.6845932, 'soot_normalized': 0.14225282}\n",
            "Raw:  {'pm10': 24.65, 'no2': 30.66, 'so2': 11.91, 'soot': 19.39}\n",
            "Transformed: {'no2_normalized': -2.0179787, 'pm10_normalized': 0.06744933, 'so2_normalized': -3.6145935, 'soot_normalized': 0.1317265}\n",
            "Raw:  {'pm10': 27.2, 'no2': 34.06, 'so2': 10.26, 'soot': 19.79}\n",
            "Transformed: {'no2_normalized': 1.3820229, 'pm10_normalized': 0.07686344, 'so2_normalized': -5.264593, 'soot_normalized': 0.13566159}\n",
            "Raw:  {'pm10': 28.3, 'no2': 24.79, 'so2': 11.11, 'soot': 17.59}\n",
            "Transformed: {'no2_normalized': -7.8879776, 'pm10_normalized': 0.08092442, 'so2_normalized': -4.4145937, 'soot_normalized': 0.114018686}\n",
            "Raw:  {'pm10': 25.93, 'no2': 27.57, 'so2': 10.72, 'soot': 16.99}\n",
            "Transformed: {'no2_normalized': -5.107979, 'pm10_normalized': 0.07217484, 'so2_normalized': -4.804593, 'soot_normalized': 0.108116075}\n",
            "Raw:  {'pm10': 26.44, 'no2': 37.09, 'so2': 8.25, 'soot': 16.45}\n",
            "Transformed: {'no2_normalized': 4.4120216, 'pm10_normalized': 0.07405767, 'so2_normalized': -7.2745934, 'soot_normalized': 0.10280374}\n",
            "Raw:  {'pm10': 19.92, 'no2': 33.91, 'so2': 9.37, 'soot': 15.85}\n",
            "Transformed: {'no2_normalized': 1.2320213, 'pm10_normalized': 0.049987078, 'so2_normalized': -6.1545935, 'soot_normalized': 0.096901126}\n",
            "Raw:  {'pm10': 20.76, 'no2': 36.55, 'so2': 9.59, 'soot': 14.5}\n",
            "Transformed: {'no2_normalized': 3.8720207, 'pm10_normalized': 0.053088196, 'so2_normalized': -5.934593, 'soot_normalized': 0.08362026}\n",
            "Raw:  {'pm10': 28.68, 'no2': 36.71, 'so2': 9.12, 'soot': 16.74}\n",
            "Transformed: {'no2_normalized': 4.0320206, 'pm10_normalized': 0.08232731, 'so2_normalized': -6.4045935, 'soot_normalized': 0.10565665}\n",
            "Raw:  {'pm10': 24.93, 'no2': 38.75, 'so2': 9.38, 'soot': 16.21}\n",
            "Transformed: {'no2_normalized': 6.0720215, 'pm10_normalized': 0.06848303, 'so2_normalized': -6.1445932, 'soot_normalized': 0.10044268}\n",
            "Raw:  {'pm10': 29.91, 'no2': 41.48, 'so2': 9.03, 'soot': 18.25}\n",
            "Transformed: {'no2_normalized': 8.802021, 'pm10_normalized': 0.086868234, 'so2_normalized': -6.4945936, 'soot_normalized': 0.120511554}\n",
            "Raw:  {'pm10': 31.62, 'no2': 43.88, 'so2': 12.27, 'soot': 14.22}\n",
            "Transformed: {'no2_normalized': 11.202023, 'pm10_normalized': 0.09318124, 'so2_normalized': -3.254593, 'soot_normalized': 0.08086571}\n",
            "Raw:  {'pm10': 33.3, 'no2': 34.73, 'so2': 15.92, 'soot': 10.78}\n",
            "Transformed: {'no2_normalized': 2.052021, 'pm10_normalized': 0.09938346, 'so2_normalized': 0.39540672, 'soot_normalized': 0.047024097}\n",
            "Raw:  {'pm10': 40.27, 'no2': 35.72, 'so2': 13.48, 'soot': 11.85}\n",
            "Transformed: {'no2_normalized': 3.0420227, 'pm10_normalized': 0.12511536, 'so2_normalized': -2.0445938, 'soot_normalized': 0.05755042}\n",
            "Raw:  {'pm10': 32.33, 'no2': 35.3, 'so2': 11.8, 'soot': 11.46}\n",
            "Transformed: {'no2_normalized': 2.6220207, 'pm10_normalized': 0.09580242, 'so2_normalized': -3.7245932, 'soot_normalized': 0.05371372}\n",
            "Raw:  {'pm10': 35.45, 'no2': 42.09, 'so2': 11.56, 'soot': 18.64}\n",
            "Transformed: {'no2_normalized': 9.412022, 'pm10_normalized': 0.10732085, 'so2_normalized': -3.964593, 'soot_normalized': 0.12434824}\n",
            "Raw:  {'pm10': 33.02, 'no2': 35.8, 'so2': 12.35, 'soot': 14.9}\n",
            "Transformed: {'no2_normalized': 3.1220207, 'pm10_normalized': 0.09834976, 'so2_normalized': -3.174593, 'soot_normalized': 0.08755533}\n",
            "Raw:  {'pm10': 35.52, 'no2': 37.29, 'so2': 12.67, 'soot': 14.79}\n",
            "Transformed: {'no2_normalized': 4.6120224, 'pm10_normalized': 0.107579276, 'so2_normalized': -2.8545933, 'soot_normalized': 0.08647319}\n",
            "Raw:  {'pm10': 31.09, 'no2': 39.68, 'so2': 12.13, 'soot': 16.75}\n",
            "Transformed: {'no2_normalized': 7.002022, 'pm10_normalized': 0.091224566, 'so2_normalized': -3.3945932, 'soot_normalized': 0.10575504}\n",
            "Raw:  {'pm10': 28.09, 'no2': 29.34, 'so2': 12.54, 'soot': 16.23}\n",
            "Transformed: {'no2_normalized': -3.3379784, 'pm10_normalized': 0.080149144, 'so2_normalized': -2.9845934, 'soot_normalized': 0.10063944}\n",
            "Raw:  {'pm10': 29.16, 'no2': 27.98, 'so2': 11.78, 'soot': 17.46}\n",
            "Transformed: {'no2_normalized': -4.697979, 'pm10_normalized': 0.084099375, 'so2_normalized': -3.7445936, 'soot_normalized': 0.11273978}\n",
            "Raw:  {'pm10': 14.63, 'no2': 25.87, 'so2': 12.68, 'soot': 17.38}\n",
            "Transformed: {'no2_normalized': -6.8079777, 'pm10_normalized': 0.030457415, 'so2_normalized': -2.844593, 'soot_normalized': 0.11195277}\n",
            "Raw:  {'pm10': 17.64, 'no2': 31.78, 'so2': 12.22, 'soot': 17.06}\n",
            "Transformed: {'no2_normalized': -0.8979778, 'pm10_normalized': 0.041569754, 'so2_normalized': -3.304593, 'soot_normalized': 0.10880471}\n",
            "Raw:  {'pm10': 20.23, 'no2': 43.34, 'so2': 11.77, 'soot': 15.91}\n",
            "Transformed: {'no2_normalized': 10.662022, 'pm10_normalized': 0.051131535, 'so2_normalized': -3.754593, 'soot_normalized': 0.09749138}\n",
            "Raw:  {'pm10': 31.2, 'no2': 51.28, 'so2': 10.32, 'soot': 16.58}\n",
            "Transformed: {'no2_normalized': 18.60202, 'pm10_normalized': 0.09163067, 'so2_normalized': -5.2045937, 'soot_normalized': 0.10408263}\n",
            "Raw:  {'pm10': 36.73, 'no2': 56.4, 'so2': 11.01, 'soot': 16.78}\n",
            "Transformed: {'no2_normalized': 23.722023, 'pm10_normalized': 0.11204636, 'so2_normalized': -4.514593, 'soot_normalized': 0.10605017}\n",
            "Raw:  {'pm10': 34.84, 'no2': 48.3, 'so2': 10.79, 'soot': 17.79}\n",
            "Transformed: {'no2_normalized': 15.622021, 'pm10_normalized': 0.10506885, 'so2_normalized': -4.7345934, 'soot_normalized': 0.11598623}\n",
            "Raw:  {'pm10': 27.5, 'no2': 44.68, 'so2': 10.62, 'soot': 16.24}\n",
            "Transformed: {'no2_normalized': 12.002022, 'pm10_normalized': 0.07797098, 'so2_normalized': -4.9045935, 'soot_normalized': 0.10073782}\n",
            "Raw:  {'pm10': 32.06, 'no2': 42.92, 'so2': 11.04, 'soot': 17.05}\n",
            "Transformed: {'no2_normalized': 10.24202, 'pm10_normalized': 0.09480563, 'so2_normalized': -4.4845934, 'soot_normalized': 0.10870633}\n",
            "Raw:  {'pm10': 34.75, 'no2': 58.7, 'so2': 11.38, 'soot': 15.7}\n",
            "Transformed: {'no2_normalized': 26.022022, 'pm10_normalized': 0.10473658, 'so2_normalized': -4.1445932, 'soot_normalized': 0.09542547}\n",
            "Raw:  {'pm10': 40.51, 'no2': 58.15, 'so2': 12.45, 'soot': 15.36}\n",
            "Transformed: {'no2_normalized': 25.472023, 'pm10_normalized': 0.12600139, 'so2_normalized': -3.0745935, 'soot_normalized': 0.09208066}\n",
            "Raw:  {'pm10': 43.6, 'no2': 54.79, 'so2': 13.75, 'soot': 18.74}\n",
            "Transformed: {'no2_normalized': 22.112022, 'pm10_normalized': 0.13740908, 'so2_normalized': -1.7745934, 'soot_normalized': 0.12533201}\n",
            "Raw:  {'pm10': 38.88, 'no2': 57.68, 'so2': 12.14, 'soot': 16.31}\n",
            "Transformed: {'no2_normalized': 25.002022, 'pm10_normalized': 0.119983755, 'so2_normalized': -3.384593, 'soot_normalized': 0.10142645}\n",
            "Raw:  {'pm10': 36.76, 'no2': 52.12, 'so2': 11.7, 'soot': 17.49}\n",
            "Transformed: {'no2_normalized': 19.44202, 'pm10_normalized': 0.112157114, 'so2_normalized': -3.8245935, 'soot_normalized': 0.11303491}\n",
            "Raw:  {'pm10': 26.58, 'no2': 43.03, 'so2': 11.36, 'soot': 16.47}\n",
            "Transformed: {'no2_normalized': 10.35202, 'pm10_normalized': 0.07457452, 'so2_normalized': -4.1645937, 'soot_normalized': 0.10300048}\n",
            "Raw:  {'pm10': 28.07, 'no2': 37.21, 'so2': 12.7, 'soot': 17.06}\n",
            "Transformed: {'no2_normalized': 4.5320206, 'pm10_normalized': 0.08007531, 'so2_normalized': -2.8245935, 'soot_normalized': 0.10880471}\n",
            "Raw:  {'pm10': 30.28, 'no2': 37.67, 'so2': 12.77, 'soot': 15.36}\n",
            "Transformed: {'no2_normalized': 4.9920197, 'pm10_normalized': 0.088234216, 'so2_normalized': -2.754593, 'soot_normalized': 0.09208066}\n",
            "Raw:  {'pm10': 46.3, 'no2': 42.35, 'so2': 12.51, 'soot': 13.22}\n",
            "Transformed: {'no2_normalized': 9.67202, 'pm10_normalized': 0.14737697, 'so2_normalized': -3.0145931, 'soot_normalized': 0.07102804}\n",
            "Raw:  {'pm10': 34.26, 'no2': 45.62, 'so2': 12.09, 'soot': 13.01}\n",
            "Transformed: {'no2_normalized': 12.94202, 'pm10_normalized': 0.102927595, 'so2_normalized': -3.4345932, 'soot_normalized': 0.06896212}\n",
            "Raw:  {'pm10': 33.13, 'no2': 34.0, 'so2': 13.84, 'soot': 13.28}\n",
            "Transformed: {'no2_normalized': 1.3220215, 'pm10_normalized': 0.09875586, 'so2_normalized': -1.6845932, 'soot_normalized': 0.07161829}\n",
            "Raw:  {'pm10': 39.54, 'no2': 39.46, 'so2': 11.77, 'soot': 11.5}\n",
            "Transformed: {'no2_normalized': 6.7820206, 'pm10_normalized': 0.12242035, 'so2_normalized': -3.754593, 'soot_normalized': 0.054107226}\n",
            "Raw:  {'pm10': 39.75, 'no2': 33.84, 'so2': 11.1, 'soot': 10.63}\n",
            "Transformed: {'no2_normalized': 1.1620216, 'pm10_normalized': 0.123195626, 'so2_normalized': -4.424593, 'soot_normalized': 0.04554845}\n",
            "Raw:  {'pm10': 26.52, 'no2': 39.51, 'so2': 11.14, 'soot': 13.43}\n",
            "Transformed: {'no2_normalized': 6.83202, 'pm10_normalized': 0.07435301, 'so2_normalized': -4.384593, 'soot_normalized': 0.07309395}\n",
            "Raw:  {'pm10': 51.18, 'no2': 52.71, 'so2': 12.08, 'soot': 15.78}\n",
            "Transformed: {'no2_normalized': 20.03202, 'pm10_normalized': 0.165393, 'so2_normalized': -3.4445934, 'soot_normalized': 0.096212484}\n",
            "Raw:  {'pm10': 48.64, 'no2': 42.36, 'so2': 9.81, 'soot': 13.18}\n",
            "Transformed: {'no2_normalized': 9.682022, 'pm10_normalized': 0.1560158, 'so2_normalized': -5.714593, 'soot_normalized': 0.07063453}\n",
            "Raw:  {'pm10': 37.13, 'no2': 36.99, 'so2': 8.64, 'soot': 13.14}\n",
            "Transformed: {'no2_normalized': 4.312023, 'pm10_normalized': 0.11352309, 'so2_normalized': -6.884593, 'soot_normalized': 0.07024102}\n",
            "Raw:  {'pm10': 30.85, 'no2': 37.66, 'so2': 7.82, 'soot': 12.57}\n",
            "Transformed: {'no2_normalized': 4.9820213, 'pm10_normalized': 0.09033854, 'so2_normalized': -7.704593, 'soot_normalized': 0.06463354}\n",
            "Raw:  {'pm10': 35.95, 'no2': 46.85, 'so2': 8.76, 'soot': 15.14}\n",
            "Transformed: {'no2_normalized': 14.17202, 'pm10_normalized': 0.109166756, 'so2_normalized': -6.764593, 'soot_normalized': 0.08991638}\n",
            "Raw:  {'pm10': 71.05, 'no2': 42.58, 'so2': 9.65, 'soot': 17.94}\n",
            "Transformed: {'no2_normalized': 9.902023, 'pm10_normalized': 0.23874924, 'so2_normalized': -5.8745937, 'soot_normalized': 0.117461875}\n",
            "Raw:  {'pm10': 46.8, 'no2': 31.29, 'so2': 10.1, 'soot': 14.32}\n",
            "Transformed: {'no2_normalized': -1.3879776, 'pm10_normalized': 0.14922287, 'so2_normalized': -5.424593, 'soot_normalized': 0.08184948}\n",
            "Raw:  {'pm10': 32.27, 'no2': 36.02, 'so2': 9.37, 'soot': 12.21}\n",
            "Transformed: {'no2_normalized': 3.342022, 'pm10_normalized': 0.095580906, 'so2_normalized': -6.1545935, 'soot_normalized': 0.061091978}\n",
            "Raw:  {'pm10': 28.35, 'no2': 39.3, 'so2': 4.99, 'soot': 13.01}\n",
            "Transformed: {'no2_normalized': 6.6220207, 'pm10_normalized': 0.081109025, 'so2_normalized': -10.534594, 'soot_normalized': 0.06896212}\n",
            "Raw:  {'pm10': 43.37, 'no2': 43.69, 'so2': 6.14, 'soot': 17.88}\n",
            "Transformed: {'no2_normalized': 11.01202, 'pm10_normalized': 0.13655996, 'so2_normalized': -9.384594, 'soot_normalized': 0.1168716}\n",
            "Raw:  {'pm10': 65.61, 'no2': 45.75, 'so2': 9.46, 'soot': 17.73}\n",
            "Transformed: {'no2_normalized': 13.0720215, 'pm10_normalized': 0.21866578, 'so2_normalized': -6.0645933, 'soot_normalized': 0.115395956}\n",
            "Raw:  {'pm10': 29.43, 'no2': 52.94, 'so2': 8.84, 'soot': 19.65}\n",
            "Transformed: {'no2_normalized': 20.26202, 'pm10_normalized': 0.085096166, 'so2_normalized': -6.684593, 'soot_normalized': 0.1342843}\n",
            "Raw:  {'pm10': 32.75, 'no2': 35.04, 'so2': 9.39, 'soot': 16.86}\n",
            "Transformed: {'no2_normalized': 2.3620224, 'pm10_normalized': 0.09735297, 'so2_normalized': -6.134593, 'soot_normalized': 0.10683718}\n",
            "Raw:  {'pm10': 52.41, 'no2': 47.77, 'so2': 9.84, 'soot': 18.96}\n",
            "Transformed: {'no2_normalized': 15.092022, 'pm10_normalized': 0.16993392, 'so2_normalized': -5.684593, 'soot_normalized': 0.12749629}\n",
            "Raw:  {'pm10': 49.38, 'no2': 57.62, 'so2': 9.63, 'soot': 20.49}\n",
            "Transformed: {'no2_normalized': 24.94202, 'pm10_normalized': 0.15874773, 'so2_normalized': -5.8945932, 'soot_normalized': 0.14254795}\n",
            "Raw:  {'pm10': 41.3, 'no2': 51.48, 'so2': 10.67, 'soot': 16.55}\n",
            "Transformed: {'no2_normalized': 18.802021, 'pm10_normalized': 0.12891792, 'so2_normalized': -4.8545933, 'soot_normalized': 0.10378749}\n",
            "Raw:  {'pm10': 30.54, 'no2': 45.78, 'so2': 9.81, 'soot': 15.32}\n",
            "Transformed: {'no2_normalized': 13.10202, 'pm10_normalized': 0.089194074, 'so2_normalized': -5.714593, 'soot_normalized': 0.09168715}\n",
            "Raw:  {'pm10': 22.72, 'no2': 47.91, 'so2': 9.97, 'soot': 16.28}\n",
            "Transformed: {'no2_normalized': 15.232021, 'pm10_normalized': 0.06032414, 'so2_normalized': -5.554593, 'soot_normalized': 0.101131335}\n",
            "Raw:  {'pm10': 19.58, 'no2': 37.82, 'so2': 9.56, 'soot': 15.78}\n",
            "Transformed: {'no2_normalized': 5.142021, 'pm10_normalized': 0.048731863, 'so2_normalized': -5.964593, 'soot_normalized': 0.096212484}\n",
            "Raw:  {'pm10': 23.46, 'no2': 38.48, 'so2': 8.84, 'soot': 17.51}\n",
            "Transformed: {'no2_normalized': 5.802021, 'pm10_normalized': 0.063056074, 'so2_normalized': -6.684593, 'soot_normalized': 0.113231674}\n",
            "Raw:  {'pm10': 28.05, 'no2': 46.14, 'so2': 9.97, 'soot': 19.08}\n",
            "Transformed: {'no2_normalized': 13.462021, 'pm10_normalized': 0.080001466, 'so2_normalized': -5.554593, 'soot_normalized': 0.12867682}\n",
            "Raw:  {'pm10': 190.54, 'no2': 41.23, 'so2': 10.17, 'soot': 17.95}\n",
            "Transformed: {'no2_normalized': 8.552021, 'pm10_normalized': 0.6798833, 'so2_normalized': -5.3545933, 'soot_normalized': 0.11756025}\n",
            "Raw:  {'pm10': 25.99, 'no2': 37.42, 'so2': 9.72, 'soot': 16.64}\n",
            "Transformed: {'no2_normalized': 4.7420197, 'pm10_normalized': 0.07239635, 'so2_normalized': -5.804593, 'soot_normalized': 0.10467289}\n",
            "Raw:  {'pm10': 29.04, 'no2': 38.85, 'so2': 9.66, 'soot': 15.8}\n",
            "Transformed: {'no2_normalized': 6.17202, 'pm10_normalized': 0.08365636, 'so2_normalized': -5.8645935, 'soot_normalized': 0.09640925}\n",
            "Raw:  {'pm10': 45.12, 'no2': 44.21, 'so2': 9.44, 'soot': 17.72}\n",
            "Transformed: {'no2_normalized': 11.532021, 'pm10_normalized': 0.14302063, 'so2_normalized': -6.084594, 'soot_normalized': 0.11529758}\n",
            "Raw:  {'pm10': 40.55, 'no2': 42.96, 'so2': 10.26, 'soot': 16.22}\n",
            "Transformed: {'no2_normalized': 10.282021, 'pm10_normalized': 0.12614907, 'so2_normalized': -5.264593, 'soot_normalized': 0.10054106}\n",
            "Raw:  {'pm10': 40.48, 'no2': 40.77, 'so2': 9.35, 'soot': 17.18}\n",
            "Transformed: {'no2_normalized': 8.092022, 'pm10_normalized': 0.12589064, 'so2_normalized': -6.174593, 'soot_normalized': 0.10998524}\n",
            "Raw:  {'pm10': 31.72, 'no2': 40.83, 'so2': 9.66, 'soot': 16.56}\n",
            "Transformed: {'no2_normalized': 8.152023, 'pm10_normalized': 0.093550414, 'so2_normalized': -5.8645935, 'soot_normalized': 0.103885874}\n",
            "Raw:  {'pm10': 42.83, 'no2': 47.38, 'so2': 9.68, 'soot': 16.73}\n",
            "Transformed: {'no2_normalized': 14.702023, 'pm10_normalized': 0.1345664, 'so2_normalized': -5.844593, 'soot_normalized': 0.105558276}\n",
            "Raw:  {'pm10': 26.34, 'no2': 36.57, 'so2': 7.79, 'soot': 17.09}\n",
            "Transformed: {'no2_normalized': 3.8920212, 'pm10_normalized': 0.073688485, 'so2_normalized': -7.7345934, 'soot_normalized': 0.10909985}\n",
            "Raw:  {'pm10': 41.18, 'no2': 48.8, 'so2': 6.98, 'soot': 15.46}\n",
            "Transformed: {'no2_normalized': 16.12202, 'pm10_normalized': 0.1284749, 'so2_normalized': -8.544594, 'soot_normalized': 0.093064435}\n",
            "Raw:  {'pm10': 32.69, 'no2': 50.13, 'so2': 5.77, 'soot': 17.07}\n",
            "Transformed: {'no2_normalized': 17.452023, 'pm10_normalized': 0.09713145, 'so2_normalized': -9.754593, 'soot_normalized': 0.10890309}\n",
            "Raw:  {'pm10': 33.48, 'no2': 67.47, 'so2': 6.76, 'soot': 15.29}\n",
            "Transformed: {'no2_normalized': 34.792023, 'pm10_normalized': 0.10004799, 'so2_normalized': -8.764593, 'soot_normalized': 0.091392025}\n",
            "Raw:  {'pm10': 39.52, 'no2': 55.43, 'so2': 6.96, 'soot': 15.54}\n",
            "Transformed: {'no2_normalized': 22.752022, 'pm10_normalized': 0.12234651, 'so2_normalized': -8.564593, 'soot_normalized': 0.09385145}\n",
            "Raw:  {'pm10': 26.27, 'no2': 44.38, 'so2': 6.53, 'soot': 16.04}\n",
            "Transformed: {'no2_normalized': 11.702023, 'pm10_normalized': 0.073430054, 'so2_normalized': -8.994593, 'soot_normalized': 0.09877029}\n",
            "Raw:  {'pm10': 20.98, 'no2': 47.4, 'so2': 6.11, 'soot': 16.72}\n",
            "Transformed: {'no2_normalized': 14.722023, 'pm10_normalized': 0.05390039, 'so2_normalized': -9.414593, 'soot_normalized': 0.1054599}\n",
            "Raw:  {'pm10': 31.14, 'no2': 50.26, 'so2': 9.45, 'soot': 14.48}\n",
            "Transformed: {'no2_normalized': 17.58202, 'pm10_normalized': 0.091409154, 'so2_normalized': -6.0745935, 'soot_normalized': 0.0834235}\n",
            "Raw:  {'pm10': 25.26, 'no2': 37.9, 'so2': 8.25, 'soot': 17.44}\n",
            "Transformed: {'no2_normalized': 5.222023, 'pm10_normalized': 0.06970134, 'so2_normalized': -7.2745934, 'soot_normalized': 0.11254304}\n",
            "Raw:  {'pm10': 22.13, 'no2': 49.03, 'so2': 6.72, 'soot': 17.34}\n",
            "Transformed: {'no2_normalized': 16.35202, 'pm10_normalized': 0.05814597, 'so2_normalized': -8.804594, 'soot_normalized': 0.111559264}\n",
            "Raw:  {'pm10': 31.05, 'no2': 47.15, 'so2': 7.28, 'soot': 17.68}\n",
            "Transformed: {'no2_normalized': 14.472023, 'pm10_normalized': 0.091076896, 'so2_normalized': -8.244593, 'soot_normalized': 0.114904076}\n",
            "Raw:  {'pm10': 35.11, 'no2': 43.03, 'so2': 6.53, 'soot': 16.25}\n",
            "Transformed: {'no2_normalized': 10.35202, 'pm10_normalized': 0.10606564, 'so2_normalized': -8.994593, 'soot_normalized': 0.100836195}\n",
            "Raw:  {'pm10': 20.64, 'no2': 39.88, 'so2': 6.5, 'soot': 15.41}\n",
            "Transformed: {'no2_normalized': 7.2020226, 'pm10_normalized': 0.052645177, 'so2_normalized': -9.024593, 'soot_normalized': 0.09257255}\n",
            "Raw:  {'pm10': 25.41, 'no2': 40.49, 'so2': 6.5, 'soot': 14.8}\n",
            "Transformed: {'no2_normalized': 7.812023, 'pm10_normalized': 0.0702551, 'so2_normalized': -9.024593, 'soot_normalized': 0.08657157}\n",
            "Raw:  {'pm10': 26.62, 'no2': 38.34, 'so2': 6.43, 'soot': 15.43}\n",
            "Transformed: {'no2_normalized': 5.6620216, 'pm10_normalized': 0.0747222, 'so2_normalized': -9.094593, 'soot_normalized': 0.0927693}\n",
            "Raw:  {'pm10': 50.81, 'no2': 39.38, 'so2': 10.52, 'soot': 15.9}\n",
            "Transformed: {'no2_normalized': 6.7020226, 'pm10_normalized': 0.16402702, 'so2_normalized': -5.004593, 'soot_normalized': 0.097393006}\n",
            "Raw:  {'pm10': 31.22, 'no2': 43.08, 'so2': 8.47, 'soot': 14.23}\n",
            "Transformed: {'no2_normalized': 10.402023, 'pm10_normalized': 0.09170451, 'so2_normalized': -7.054593, 'soot_normalized': 0.08096408}\n",
            "Raw:  {'pm10': 28.65, 'no2': 45.89, 'so2': 8.01, 'soot': 14.2}\n",
            "Transformed: {'no2_normalized': 13.212021, 'pm10_normalized': 0.08221656, 'so2_normalized': -7.514593, 'soot_normalized': 0.080668956}\n",
            "Raw:  {'pm10': 38.4, 'no2': 47.25, 'so2': 7.17, 'soot': 16.23}\n",
            "Transformed: {'no2_normalized': 14.5720215, 'pm10_normalized': 0.11821169, 'so2_normalized': -8.354593, 'soot_normalized': 0.10063944}\n",
            "Raw:  {'pm10': 50.37, 'no2': 49.33, 'so2': 9.92, 'soot': 16.73}\n",
            "Transformed: {'no2_normalized': 16.652023, 'pm10_normalized': 0.16240261, 'so2_normalized': -5.6045933, 'soot_normalized': 0.105558276}\n",
            "Raw:  {'pm10': 57.78, 'no2': 60.06, 'so2': 7.37, 'soot': 17.25}\n",
            "Transformed: {'no2_normalized': 27.382023, 'pm10_normalized': 0.18975891, 'so2_normalized': -8.154593, 'soot_normalized': 0.110673875}\n",
            "Raw:  {'pm10': 98.78, 'no2': 43.71, 'so2': 10.03, 'soot': 16.68}\n",
            "Transformed: {'no2_normalized': 11.032021, 'pm10_normalized': 0.34112304, 'so2_normalized': -5.4945936, 'soot_normalized': 0.105066404}\n",
            "Raw:  {'pm10': 114.43, 'no2': 49.87, 'so2': 6.33, 'soot': 16.32}\n",
            "Transformed: {'no2_normalized': 17.19202, 'pm10_normalized': 0.39889985, 'so2_normalized': -9.194593, 'soot_normalized': 0.10152483}\n",
            "Raw:  {'pm10': 31.55, 'no2': 47.97, 'so2': 5.76, 'soot': 15.43}\n",
            "Transformed: {'no2_normalized': 15.292023, 'pm10_normalized': 0.0929228, 'so2_normalized': -9.764593, 'soot_normalized': 0.0927693}\n",
            "Raw:  {'pm10': 21.91, 'no2': 47.72, 'so2': 9.16, 'soot': 14.64}\n",
            "Transformed: {'no2_normalized': 15.042023, 'pm10_normalized': 0.057333775, 'so2_normalized': -6.3645935, 'soot_normalized': 0.08499754}\n",
            "Raw:  {'pm10': 23.75, 'no2': 46.25, 'so2': 7.6, 'soot': 14.55}\n",
            "Transformed: {'no2_normalized': 13.5720215, 'pm10_normalized': 0.0641267, 'so2_normalized': -7.9245934, 'soot_normalized': 0.084112145}\n",
            "Raw:  {'pm10': 22.66, 'no2': 43.38, 'so2': 10.62, 'soot': 13.57}\n",
            "Transformed: {'no2_normalized': 10.702023, 'pm10_normalized': 0.060102627, 'so2_normalized': -4.9045935, 'soot_normalized': 0.07447122}\n",
            "Raw:  {'pm10': 28.3, 'no2': 52.5, 'so2': 7.31, 'soot': 14.82}\n",
            "Transformed: {'no2_normalized': 19.822021, 'pm10_normalized': 0.08092442, 'so2_normalized': -8.214594, 'soot_normalized': 0.086768314}\n",
            "Raw:  {'pm10': 30.08, 'no2': 52.73, 'so2': 11.79, 'soot': 16.4}\n",
            "Transformed: {'no2_normalized': 20.052021, 'pm10_normalized': 0.08749585, 'so2_normalized': -3.7345934, 'soot_normalized': 0.10231184}\n",
            "Raw:  {'pm10': 32.73, 'no2': 50.58, 'so2': 8.82, 'soot': 16.56}\n",
            "Transformed: {'no2_normalized': 17.902023, 'pm10_normalized': 0.09727913, 'so2_normalized': -6.7045937, 'soot_normalized': 0.103885874}\n",
            "Raw:  {'pm10': 22.49, 'no2': 49.5, 'so2': 7.16, 'soot': 14.96}\n",
            "Transformed: {'no2_normalized': 16.822021, 'pm10_normalized': 0.059475027, 'so2_normalized': -8.3645935, 'soot_normalized': 0.08814559}\n",
            "Raw:  {'pm10': 29.94, 'no2': 48.53, 'so2': 7.88, 'soot': 11.31}\n",
            "Transformed: {'no2_normalized': 15.85202, 'pm10_normalized': 0.086979, 'so2_normalized': -7.6445932, 'soot_normalized': 0.052238073}\n",
            "Raw:  {'pm10': 28.82, 'no2': 53.79, 'so2': 8.06, 'soot': 12.85}\n",
            "Transformed: {'no2_normalized': 21.112022, 'pm10_normalized': 0.08284416, 'so2_normalized': -7.464593, 'soot_normalized': 0.067388095}\n",
            "Raw:  {'pm10': 20.79, 'no2': 44.35, 'so2': 7.18, 'soot': 14.37}\n",
            "Transformed: {'no2_normalized': 11.67202, 'pm10_normalized': 0.053198956, 'so2_normalized': -8.344593, 'soot_normalized': 0.08234136}\n",
            "Raw:  {'pm10': 20.71, 'no2': 49.69, 'so2': 7.1, 'soot': 13.01}\n",
            "Transformed: {'no2_normalized': 17.01202, 'pm10_normalized': 0.052903604, 'so2_normalized': -8.424593, 'soot_normalized': 0.06896212}\n",
            "Raw:  {'pm10': 30.84, 'no2': 55.66, 'so2': 9.0, 'soot': 14.45}\n",
            "Transformed: {'no2_normalized': 22.982021, 'pm10_normalized': 0.09030162, 'so2_normalized': -6.5245934, 'soot_normalized': 0.08312838}\n",
            "Raw:  {'pm10': 43.38, 'no2': 48.96, 'so2': 5.9, 'soot': 12.27}\n",
            "Transformed: {'no2_normalized': 16.28202, 'pm10_normalized': 0.13659689, 'so2_normalized': -9.624594, 'soot_normalized': 0.061682243}\n",
            "Raw:  {'pm10': 32.81, 'no2': 50.83, 'so2': 7.31, 'soot': 16.48}\n",
            "Transformed: {'no2_normalized': 18.152023, 'pm10_normalized': 0.09757448, 'so2_normalized': -8.214594, 'soot_normalized': 0.103098854}\n",
            "Raw:  {'pm10': 27.88, 'no2': 52.78, 'so2': 7.07, 'soot': 20.03}\n",
            "Transformed: {'no2_normalized': 20.10202, 'pm10_normalized': 0.07937387, 'so2_normalized': -8.454594, 'soot_normalized': 0.13802263}\n",
            "Raw:  {'pm10': 39.58, 'no2': 48.89, 'so2': 6.72, 'soot': 14.63}\n",
            "Transformed: {'no2_normalized': 16.21202, 'pm10_normalized': 0.122568026, 'so2_normalized': -8.804594, 'soot_normalized': 0.08489916}\n",
            "Raw:  {'pm10': 35.48, 'no2': 46.15, 'so2': 7.0, 'soot': 12.1}\n",
            "Transformed: {'no2_normalized': 13.472023, 'pm10_normalized': 0.107431605, 'so2_normalized': -8.524593, 'soot_normalized': 0.060009837}\n",
            "Raw:  {'pm10': 33.08, 'no2': 33.83, 'so2': 7.81, 'soot': 13.55}\n",
            "Transformed: {'no2_normalized': 1.1520233, 'pm10_normalized': 0.09857127, 'so2_normalized': -7.7145934, 'soot_normalized': 0.074274465}\n",
            "Raw:  {'pm10': 37.88, 'no2': 42.57, 'so2': 7.24, 'soot': 13.47}\n",
            "Transformed: {'no2_normalized': 9.892021, 'pm10_normalized': 0.11629195, 'so2_normalized': -8.284594, 'soot_normalized': 0.07348745}\n",
            "Raw:  {'pm10': 24.91, 'no2': 41.38, 'so2': 8.55, 'soot': 14.51}\n",
            "Transformed: {'no2_normalized': 8.702023, 'pm10_normalized': 0.0684092, 'so2_normalized': -6.974593, 'soot_normalized': 0.08371864}\n",
            "Raw:  {'pm10': 27.6, 'no2': 43.13, 'so2': 7.61, 'soot': 13.95}\n",
            "Transformed: {'no2_normalized': 10.452023, 'pm10_normalized': 0.078340165, 'so2_normalized': -7.914593, 'soot_normalized': 0.078209534}\n",
            "Raw:  {'pm10': 32.17, 'no2': 44.88, 'so2': 8.35, 'soot': 13.5}\n",
            "Transformed: {'no2_normalized': 12.202023, 'pm10_normalized': 0.095211715, 'so2_normalized': -7.174593, 'soot_normalized': 0.073782586}\n",
            "Raw:  {'pm10': 30.32, 'no2': 44.38, 'so2': 9.35, 'soot': 16.93}\n",
            "Transformed: {'no2_normalized': 11.702023, 'pm10_normalized': 0.08838187, 'so2_normalized': -6.174593, 'soot_normalized': 0.10752582}\n",
            "Raw:  {'pm10': 35.19, 'no2': 42.4, 'so2': 9.54, 'soot': 16.69}\n",
            "Transformed: {'no2_normalized': 9.722023, 'pm10_normalized': 0.10636097, 'so2_normalized': -5.9845934, 'soot_normalized': 0.10516478}\n",
            "Raw:  {'pm10': 36.76, 'no2': 48.46, 'so2': 10.15, 'soot': 13.7}\n",
            "Transformed: {'no2_normalized': 15.782021, 'pm10_normalized': 0.112157114, 'so2_normalized': -5.3745937, 'soot_normalized': 0.07575012}\n",
            "Raw:  {'pm10': 41.31, 'no2': 53.29, 'so2': 10.93, 'soot': 13.87}\n",
            "Transformed: {'no2_normalized': 20.612022, 'pm10_normalized': 0.12895484, 'so2_normalized': -4.594593, 'soot_normalized': 0.07742252}\n",
            "Raw:  {'pm10': 35.75, 'no2': 57.58, 'so2': 9.36, 'soot': 15.85}\n",
            "Transformed: {'no2_normalized': 24.902023, 'pm10_normalized': 0.1084284, 'so2_normalized': -6.1645937, 'soot_normalized': 0.096901126}\n",
            "Raw:  {'pm10': 21.15, 'no2': 42.44, 'so2': 8.87, 'soot': 13.75}\n",
            "Transformed: {'no2_normalized': 9.76202, 'pm10_normalized': 0.054528, 'so2_normalized': -6.6545935, 'soot_normalized': 0.076242}\n",
            "Raw:  {'pm10': 24.37, 'no2': 46.14, 'so2': 8.24, 'soot': 14.06}\n",
            "Transformed: {'no2_normalized': 13.462021, 'pm10_normalized': 0.06641563, 'so2_normalized': -7.2845936, 'soot_normalized': 0.07929169}\n",
            "Raw:  {'pm10': 28.76, 'no2': 42.74, 'so2': 9.24, 'soot': 14.41}\n",
            "Transformed: {'no2_normalized': 10.062023, 'pm10_normalized': 0.08262266, 'so2_normalized': -6.2845936, 'soot_normalized': 0.08273487}\n",
            "Raw:  {'pm10': 28.44, 'no2': 39.39, 'so2': 8.96, 'soot': 14.34}\n",
            "Transformed: {'no2_normalized': 6.712021, 'pm10_normalized': 0.08144128, 'so2_normalized': -6.5645933, 'soot_normalized': 0.08204623}\n",
            "Raw:  {'pm10': 26.38, 'no2': 43.87, 'so2': 7.06, 'soot': 15.58}\n",
            "Transformed: {'no2_normalized': 11.19202, 'pm10_normalized': 0.073836155, 'so2_normalized': -8.464594, 'soot_normalized': 0.09424495}\n",
            "Raw:  {'pm10': 25.45, 'no2': 48.57, 'so2': 8.91, 'soot': 16.75}\n",
            "Transformed: {'no2_normalized': 15.892021, 'pm10_normalized': 0.07040277, 'so2_normalized': -6.6145935, 'soot_normalized': 0.10575504}\n",
            "Raw:  {'pm10': 38.27, 'no2': 44.52, 'so2': 8.56, 'soot': 15.69}\n",
            "Transformed: {'no2_normalized': 11.842022, 'pm10_normalized': 0.11773175, 'so2_normalized': -6.964593, 'soot_normalized': 0.095327094}\n",
            "Raw:  {'pm10': 37.06, 'no2': 47.74, 'so2': 10.31, 'soot': 16.69}\n",
            "Transformed: {'no2_normalized': 15.062023, 'pm10_normalized': 0.113264665, 'so2_normalized': -5.214593, 'soot_normalized': 0.10516478}\n",
            "Raw:  {'pm10': 31.47, 'no2': 46.32, 'so2': 9.41, 'soot': 21.8}\n",
            "Transformed: {'no2_normalized': 13.642021, 'pm10_normalized': 0.09262746, 'so2_normalized': -6.1145935, 'soot_normalized': 0.1554353}\n",
            "Raw:  {'pm10': 37.57, 'no2': 44.84, 'so2': 8.9, 'soot': 18.74}\n",
            "Transformed: {'no2_normalized': 12.162022, 'pm10_normalized': 0.11514748, 'so2_normalized': -6.6245937, 'soot_normalized': 0.12533201}\n",
            "Raw:  {'pm10': 25.54, 'no2': 45.83, 'so2': 8.11, 'soot': 20.68}\n",
            "Transformed: {'no2_normalized': 13.152023, 'pm10_normalized': 0.07073504, 'so2_normalized': -7.4145937, 'soot_normalized': 0.1444171}\n",
            "Raw:  {'pm10': 25.56, 'no2': 36.25, 'so2': 9.08, 'soot': 17.63}\n",
            "Transformed: {'no2_normalized': 3.5720215, 'pm10_normalized': 0.07080887, 'so2_normalized': -6.4445934, 'soot_normalized': 0.11441218}\n",
            "Raw:  {'pm10': 17.8, 'no2': 35.33, 'so2': 10.9, 'soot': 16.34}\n",
            "Transformed: {'no2_normalized': 2.6520233, 'pm10_normalized': 0.042160444, 'so2_normalized': -4.6245937, 'soot_normalized': 0.10172159}\n",
            "Raw:  {'pm10': 24.29, 'no2': 44.65, 'so2': 11.62, 'soot': 17.09}\n",
            "Transformed: {'no2_normalized': 11.972023, 'pm10_normalized': 0.06612028, 'so2_normalized': -3.9045935, 'soot_normalized': 0.10909985}\n",
            "Raw:  {'pm10': 31.69, 'no2': 53.7, 'so2': 11.91, 'soot': 17.96}\n",
            "Transformed: {'no2_normalized': 21.022022, 'pm10_normalized': 0.09343966, 'so2_normalized': -3.6145935, 'soot_normalized': 0.117658615}\n",
            "Raw:  {'pm10': 24.4, 'no2': 44.94, 'so2': 11.6, 'soot': 16.54}\n",
            "Transformed: {'no2_normalized': 12.26202, 'pm10_normalized': 0.066526376, 'so2_normalized': -3.924593, 'soot_normalized': 0.103689134}\n",
            "Raw:  {'pm10': 21.92, 'no2': 42.36, 'so2': 9.69, 'soot': 17.22}\n",
            "Transformed: {'no2_normalized': 9.682022, 'pm10_normalized': 0.057370692, 'so2_normalized': -5.834594, 'soot_normalized': 0.110378735}\n",
            "Raw:  {'pm10': 25.57, 'no2': 40.96, 'so2': 9.71, 'soot': 16.51}\n",
            "Transformed: {'no2_normalized': 8.282021, 'pm10_normalized': 0.07084579, 'so2_normalized': -5.8145933, 'soot_normalized': 0.103393994}\n",
            "Raw:  {'pm10': 32.32, 'no2': 50.98, 'so2': 8.38, 'soot': 20.93}\n",
            "Transformed: {'no2_normalized': 18.302021, 'pm10_normalized': 0.095765494, 'so2_normalized': -7.1445932, 'soot_normalized': 0.14687653}\n",
            "Raw:  {'pm10': 45.21, 'no2': 45.63, 'so2': 10.37, 'soot': 24.85}\n",
            "Transformed: {'no2_normalized': 12.952023, 'pm10_normalized': 0.1433529, 'so2_normalized': -5.1545935, 'soot_normalized': 0.18544023}\n",
            "Raw:  {'pm10': 61.52, 'no2': 49.6, 'so2': 15.84, 'soot': 17.83}\n",
            "Transformed: {'no2_normalized': 16.92202, 'pm10_normalized': 0.20356628, 'so2_normalized': 0.3154068, 'soot_normalized': 0.11637972}\n",
            "Raw:  {'pm10': 73.72, 'no2': 46.95, 'so2': 12.92, 'soot': 20.88}\n",
            "Transformed: {'no2_normalized': 14.272022, 'pm10_normalized': 0.24860635, 'so2_normalized': -2.6045933, 'soot_normalized': 0.14638464}\n",
            "Raw:  {'pm10': 35.4, 'no2': 39.82, 'so2': 12.26, 'soot': 11.88}\n",
            "Transformed: {'no2_normalized': 7.142021, 'pm10_normalized': 0.107136264, 'so2_normalized': -3.2645931, 'soot_normalized': 0.057845548}\n",
            "Raw:  {'pm10': 34.73, 'no2': 29.17, 'so2': 11.5, 'soot': 11.2}\n",
            "Transformed: {'no2_normalized': -3.5079784, 'pm10_normalized': 0.104662746, 'so2_normalized': -4.0245934, 'soot_normalized': 0.05115592}\n",
            "Raw:  {'pm10': 37.55, 'no2': 29.86, 'so2': 18.8, 'soot': 10.58}\n",
            "Transformed: {'no2_normalized': -2.817978, 'pm10_normalized': 0.11507364, 'so2_normalized': 3.275406, 'soot_normalized': 0.045056563}\n",
            "Raw:  {'pm10': 35.63, 'no2': 28.95, 'so2': 12.86, 'soot': 13.19}\n",
            "Transformed: {'no2_normalized': -3.7279778, 'pm10_normalized': 0.10798538, 'so2_normalized': -2.6645937, 'soot_normalized': 0.0707329}\n",
            "Raw:  {'pm10': 25.35, 'no2': 28.45, 'so2': 10.67, 'soot': 10.79}\n",
            "Transformed: {'no2_normalized': -4.2279778, 'pm10_normalized': 0.0700336, 'so2_normalized': -4.8545933, 'soot_normalized': 0.047122475}\n",
            "Raw:  {'pm10': 22.3, 'no2': 22.48, 'so2': 10.02, 'soot': 12.7}\n",
            "Transformed: {'no2_normalized': -10.197979, 'pm10_normalized': 0.058773577, 'so2_normalized': -5.504593, 'soot_normalized': 0.06591244}\n",
            "Raw:  {'pm10': 28.0, 'no2': 24.43, 'so2': 10.86, 'soot': 13.66}\n",
            "Transformed: {'no2_normalized': -8.247978, 'pm10_normalized': 0.079816885, 'so2_normalized': -4.6645937, 'soot_normalized': 0.07535661}\n",
            "Raw:  {'pm10': 34.17, 'no2': 27.51, 'so2': 12.44, 'soot': 15.29}\n",
            "Transformed: {'no2_normalized': -5.1679783, 'pm10_normalized': 0.10259533, 'so2_normalized': -3.0845938, 'soot_normalized': 0.091392025}\n",
            "Raw:  {'pm10': 32.9, 'no2': 30.44, 'so2': 12.0, 'soot': 13.99}\n",
            "Transformed: {'no2_normalized': -2.237978, 'pm10_normalized': 0.097906746, 'so2_normalized': -3.5245934, 'soot_normalized': 0.078603044}\n",
            "Raw:  {'pm10': 53.7, 'no2': 40.64, 'so2': 16.37, 'soot': 21.64}\n",
            "Transformed: {'no2_normalized': 7.962021, 'pm10_normalized': 0.17469634, 'so2_normalized': 0.8454075, 'soot_normalized': 0.15386127}\n",
            "Raw:  {'pm10': 74.78, 'no2': 50.49, 'so2': 13.68, 'soot': 28.34}\n",
            "Transformed: {'no2_normalized': 17.812023, 'pm10_normalized': 0.25251967, 'so2_normalized': -1.844593, 'soot_normalized': 0.21977372}\n",
            "Raw:  {'pm10': 57.13, 'no2': 52.83, 'so2': 14.17, 'soot': 23.18}\n",
            "Transformed: {'no2_normalized': 20.152023, 'pm10_normalized': 0.18735924, 'so2_normalized': -1.3545933, 'soot_normalized': 0.16901131}\n",
            "Raw:  {'pm10': 53.88, 'no2': 49.65, 'so2': 12.7, 'soot': 21.81}\n",
            "Transformed: {'no2_normalized': 16.972023, 'pm10_normalized': 0.17536087, 'so2_normalized': -2.8245935, 'soot_normalized': 0.15553369}\n",
            "Raw:  {'pm10': 33.63, 'no2': 37.85, 'so2': 12.58, 'soot': 18.28}\n",
            "Transformed: {'no2_normalized': 5.17202, 'pm10_normalized': 0.10060176, 'so2_normalized': -2.9445934, 'soot_normalized': 0.12080669}\n",
            "Raw:  {'pm10': 40.23, 'no2': 43.25, 'so2': 12.56, 'soot': 20.93}\n",
            "Transformed: {'no2_normalized': 10.5720215, 'pm10_normalized': 0.12496769, 'so2_normalized': -2.964593, 'soot_normalized': 0.14687653}\n",
            "Raw:  {'pm10': 27.85, 'no2': 39.97, 'so2': 12.31, 'soot': 16.56}\n",
            "Transformed: {'no2_normalized': 7.2920227, 'pm10_normalized': 0.07926312, 'so2_normalized': -3.214593, 'soot_normalized': 0.103885874}\n",
            "Raw:  {'pm10': 41.93, 'no2': 38.29, 'so2': 14.06, 'soot': 17.41}\n",
            "Transformed: {'no2_normalized': 5.6120224, 'pm10_normalized': 0.13124377, 'so2_normalized': -1.4645929, 'soot_normalized': 0.1122479}\n",
            "Raw:  {'pm10': 47.85, 'no2': 48.91, 'so2': 15.48, 'soot': 22.3}\n",
            "Transformed: {'no2_normalized': 16.232021, 'pm10_normalized': 0.15309927, 'so2_normalized': -0.04459381, 'soot_normalized': 0.16035414}\n",
            "Raw:  {'pm10': 54.2, 'no2': 53.99, 'so2': 15.39, 'soot': 19.85}\n",
            "Transformed: {'no2_normalized': 21.312023, 'pm10_normalized': 0.17654225, 'so2_normalized': -0.13459301, 'soot_normalized': 0.13625184}\n",
            "Raw:  {'pm10': 25.95, 'no2': 36.62, 'so2': 10.09, 'soot': 13.38}\n",
            "Transformed: {'no2_normalized': 3.9420204, 'pm10_normalized': 0.072248675, 'so2_normalized': -5.434593, 'soot_normalized': 0.07260206}\n",
            "Raw:  {'pm10': 21.2, 'no2': 33.32, 'so2': 10.04, 'soot': 14.46}\n",
            "Transformed: {'no2_normalized': 0.6420212, 'pm10_normalized': 0.054712594, 'so2_normalized': -5.4845934, 'soot_normalized': 0.083226755}\n",
            "Raw:  {'pm10': 25.2, 'no2': 35.54, 'so2': 15.39, 'soot': 14.41}\n",
            "Transformed: {'no2_normalized': 2.8620224, 'pm10_normalized': 0.06947982, 'so2_normalized': -0.13459301, 'soot_normalized': 0.08273487}\n",
            "Raw:  {'pm10': 21.73, 'no2': 30.34, 'so2': 14.31, 'soot': 15.31}\n",
            "Transformed: {'no2_normalized': -2.3379784, 'pm10_normalized': 0.05666925, 'so2_normalized': -1.2145929, 'soot_normalized': 0.09158878}\n",
            "Raw:  {'pm10': 19.0, 'no2': 29.7, 'so2': 11.03, 'soot': 13.63}\n",
            "Transformed: {'no2_normalized': -2.9779778, 'pm10_normalized': 0.046590615, 'so2_normalized': -4.4945936, 'soot_normalized': 0.075061485}\n",
            "Raw:  {'pm10': 38.15, 'no2': 37.31, 'so2': 15.98, 'soot': 17.72}\n",
            "Transformed: {'no2_normalized': 4.632023, 'pm10_normalized': 0.11728874, 'so2_normalized': 0.4554062, 'soot_normalized': 0.11529758}\n",
            "Raw:  {'pm10': 44.1, 'no2': 39.72, 'so2': 18.52, 'soot': 16.19}\n",
            "Transformed: {'no2_normalized': 7.0420227, 'pm10_normalized': 0.13925499, 'so2_normalized': 2.995407, 'soot_normalized': 0.10024594}\n",
            "Raw:  {'pm10': 48.13, 'no2': 34.53, 'so2': 15.38, 'soot': 17.83}\n",
            "Transformed: {'no2_normalized': 1.8520203, 'pm10_normalized': 0.15413298, 'so2_normalized': -0.14459324, 'soot_normalized': 0.11637972}\n",
            "Raw:  {'pm10': 80.6, 'no2': 35.09, 'so2': 15.05, 'soot': 21.1}\n",
            "Transformed: {'no2_normalized': 2.4120216, 'pm10_normalized': 0.27400598, 'so2_normalized': -0.47459316, 'soot_normalized': 0.14854893}\n",
            "Raw:  {'pm10': 76.83, 'no2': 48.86, 'so2': 18.59, 'soot': 22.71}\n",
            "Transformed: {'no2_normalized': 16.182022, 'pm10_normalized': 0.26008788, 'so2_normalized': 3.0654068, 'soot_normalized': 0.16438758}\n",
            "Raw:  {'pm10': 63.58, 'no2': 50.83, 'so2': 18.2, 'soot': 20.75}\n",
            "Transformed: {'no2_normalized': 18.152023, 'pm10_normalized': 0.21117142, 'so2_normalized': 2.6754074, 'soot_normalized': 0.14510575}\n",
            "Raw:  {'pm10': 76.58, 'no2': 49.24, 'so2': 17.4, 'soot': 24.63}\n",
            "Transformed: {'no2_normalized': 16.562023, 'pm10_normalized': 0.25916493, 'so2_normalized': 1.8754063, 'soot_normalized': 0.18327592}\n",
            "Raw:  {'pm10': 48.1, 'no2': 33.23, 'so2': 16.24, 'soot': 20.34}\n",
            "Transformed: {'no2_normalized': 0.552021, 'pm10_normalized': 0.15402222, 'so2_normalized': 0.7154064, 'soot_normalized': 0.1410723}\n",
            "Raw:  {'pm10': 41.7, 'no2': 42.15, 'so2': 12.81, 'soot': 19.26}\n",
            "Transformed: {'no2_normalized': 9.472023, 'pm10_normalized': 0.13039465, 'so2_normalized': -2.714593, 'soot_normalized': 0.13044761}\n",
            "Raw:  {'pm10': 39.53, 'no2': 33.64, 'so2': 10.92, 'soot': 16.76}\n",
            "Transformed: {'no2_normalized': 0.9620209, 'pm10_normalized': 0.12238342, 'so2_normalized': -4.6045933, 'soot_normalized': 0.105853416}\n",
            "Raw:  {'pm10': 43.15, 'no2': 31.27, 'so2': 7.78, 'soot': 16.78}\n",
            "Transformed: {'no2_normalized': -1.407978, 'pm10_normalized': 0.13574778, 'so2_normalized': -7.744593, 'soot_normalized': 0.10605017}\n",
            "Raw:  {'pm10': 37.75, 'no2': 35.07, 'so2': 9.93, 'soot': 16.31}\n",
            "Transformed: {'no2_normalized': 2.3920212, 'pm10_normalized': 0.11581201, 'so2_normalized': -5.594593, 'soot_normalized': 0.10142645}\n",
            "Raw:  {'pm10': 48.85, 'no2': 35.01, 'so2': 10.1, 'soot': 13.81}\n",
            "Transformed: {'no2_normalized': 2.3320198, 'pm10_normalized': 0.15679108, 'so2_normalized': -5.424593, 'soot_normalized': 0.076832265}\n",
            "Raw:  {'pm10': 49.2, 'no2': 42.74, 'so2': 11.7, 'soot': 15.83}\n",
            "Transformed: {'no2_normalized': 10.062023, 'pm10_normalized': 0.15808322, 'so2_normalized': -3.8245935, 'soot_normalized': 0.09670437}\n",
            "Raw:  {'pm10': 49.65, 'no2': 44.01, 'so2': 12.48, 'soot': 18.78}\n",
            "Transformed: {'no2_normalized': 11.33202, 'pm10_normalized': 0.15974453, 'so2_normalized': -3.0445938, 'soot_normalized': 0.12572552}\n",
            "Raw:  {'pm10': 35.98, 'no2': 33.62, 'so2': 10.33, 'soot': 17.32}\n",
            "Transformed: {'no2_normalized': 0.9420204, 'pm10_normalized': 0.10927751, 'so2_normalized': -5.1945934, 'soot_normalized': 0.11136251}\n",
            "Raw:  {'pm10': 31.35, 'no2': 27.43, 'so2': 12.98, 'soot': 16.06}\n",
            "Transformed: {'no2_normalized': -5.247978, 'pm10_normalized': 0.09218445, 'so2_normalized': -2.5445938, 'soot_normalized': 0.09896703}\n",
            "Raw:  {'pm10': 37.8, 'no2': 28.23, 'so2': 10.92, 'soot': 13.54}\n",
            "Transformed: {'no2_normalized': -4.447979, 'pm10_normalized': 0.1159966, 'so2_normalized': -4.6045933, 'soot_normalized': 0.07417609}\n",
            "Raw:  {'pm10': 32.88, 'no2': 34.86, 'so2': 11.08, 'soot': 10.47}\n",
            "Transformed: {'no2_normalized': 2.182022, 'pm10_normalized': 0.09783291, 'so2_normalized': -4.4445934, 'soot_normalized': 0.043974422}\n",
            "Raw:  {'pm10': 30.68, 'no2': 27.07, 'so2': 9.95, 'soot': 11.03}\n",
            "Transformed: {'no2_normalized': -5.607979, 'pm10_normalized': 0.08971093, 'so2_normalized': -5.5745935, 'soot_normalized': 0.049483515}\n",
            "Raw:  {'pm10': 27.85, 'no2': 23.1, 'so2': 12.35, 'soot': 11.38}\n",
            "Transformed: {'no2_normalized': -9.577978, 'pm10_normalized': 0.07926312, 'so2_normalized': -3.174593, 'soot_normalized': 0.052926708}\n",
            "Raw:  {'pm10': 32.95, 'no2': 27.42, 'so2': 12.55, 'soot': 11.92}\n",
            "Transformed: {'no2_normalized': -5.2579784, 'pm10_normalized': 0.098091334, 'so2_normalized': -2.9745932, 'soot_normalized': 0.058239054}\n",
            "Raw:  {'pm10': 22.08, 'no2': 30.36, 'so2': 12.02, 'soot': 10.5}\n",
            "Transformed: {'no2_normalized': -2.317978, 'pm10_normalized': 0.057961382, 'so2_normalized': -3.504593, 'soot_normalized': 0.04426955}\n",
            "Raw:  {'pm10': 32.73, 'no2': 35.57, 'so2': 14.79, 'soot': 12.7}\n",
            "Transformed: {'no2_normalized': 2.8920212, 'pm10_normalized': 0.09727913, 'so2_normalized': -0.7345934, 'soot_normalized': 0.06591244}\n",
            "Raw:  {'pm10': 28.98, 'no2': 30.92, 'so2': 14.07, 'soot': 13.15}\n",
            "Transformed: {'no2_normalized': -1.7579784, 'pm10_normalized': 0.08343485, 'so2_normalized': -1.4545937, 'soot_normalized': 0.07033939}\n",
            "Raw:  {'pm10': 42.05, 'no2': 34.51, 'so2': 15.36, 'soot': 13.18}\n",
            "Transformed: {'no2_normalized': 1.8320198, 'pm10_normalized': 0.13168678, 'so2_normalized': -0.1645937, 'soot_normalized': 0.07063453}\n",
            "Raw:  {'pm10': 58.78, 'no2': 45.75, 'so2': 14.98, 'soot': 22.3}\n",
            "Transformed: {'no2_normalized': 13.0720215, 'pm10_normalized': 0.19345072, 'so2_normalized': -0.5445938, 'soot_normalized': 0.16035414}\n",
            "Raw:  {'pm10': 63.48, 'no2': 51.06, 'so2': 15.23, 'soot': 25.33}\n",
            "Transformed: {'no2_normalized': 18.382023, 'pm10_normalized': 0.21080223, 'so2_normalized': -0.2945938, 'soot_normalized': 0.19016232}\n",
            "Raw:  {'pm10': 57.1, 'no2': 42.83, 'so2': 15.44, 'soot': 27.76}\n",
            "Transformed: {'no2_normalized': 10.152023, 'pm10_normalized': 0.18724848, 'so2_normalized': -0.08459377, 'soot_normalized': 0.21406788}\n",
            "Raw:  {'pm10': 34.05, 'no2': 38.46, 'so2': 13.78, 'soot': 19.68}\n",
            "Transformed: {'no2_normalized': 5.7820206, 'pm10_normalized': 0.10215232, 'so2_normalized': -1.7445936, 'soot_normalized': 0.13457943}\n",
            "Raw:  {'pm10': 36.8, 'no2': 40.8, 'so2': 13.79, 'soot': 18.8}\n",
            "Transformed: {'no2_normalized': 8.122021, 'pm10_normalized': 0.11230479, 'so2_normalized': -1.7345934, 'soot_normalized': 0.12592226}\n",
            "Raw:  {'pm10': 35.15, 'no2': 34.6, 'so2': 12.44, 'soot': 18.1}\n",
            "Transformed: {'no2_normalized': 1.92202, 'pm10_normalized': 0.10621332, 'so2_normalized': -3.0845938, 'soot_normalized': 0.11903591}\n",
            "Raw:  {'pm10': 49.28, 'no2': 39.76, 'so2': 16.46, 'soot': 18.62}\n",
            "Transformed: {'no2_normalized': 7.08202, 'pm10_normalized': 0.15837854, 'so2_normalized': 0.93540573, 'soot_normalized': 0.1241515}\n",
            "Raw:  {'pm10': 66.23, 'no2': 38.92, 'so2': 15.99, 'soot': 24.0}\n",
            "Transformed: {'no2_normalized': 6.2420197, 'pm10_normalized': 0.2209547, 'so2_normalized': 0.46540642, 'soot_normalized': 0.1770782}\n",
            "Raw:  {'pm10': 51.9, 'no2': 29.95, 'so2': 12.58, 'soot': 17.11}\n",
            "Transformed: {'no2_normalized': -2.7279778, 'pm10_normalized': 0.1680511, 'so2_normalized': -2.9445934, 'soot_normalized': 0.109296605}\n",
            "Raw:  {'pm10': 41.4, 'no2': 20.78, 'so2': 16.75, 'soot': 16.29}\n",
            "Transformed: {'no2_normalized': -11.897978, 'pm10_normalized': 0.12928711, 'so2_normalized': 1.2254066, 'soot_normalized': 0.10122971}\n",
            "Raw:  {'pm10': 26.83, 'no2': 26.44, 'so2': 15.29, 'soot': 11.27}\n",
            "Transformed: {'no2_normalized': -6.237978, 'pm10_normalized': 0.07549747, 'so2_normalized': -0.23459339, 'soot_normalized': 0.051844567}\n",
            "Raw:  {'pm10': 22.47, 'no2': 26.38, 'so2': 16.08, 'soot': 8.19}\n",
            "Transformed: {'no2_normalized': -6.2979794, 'pm10_normalized': 0.059401188, 'so2_normalized': 0.5554066, 'soot_normalized': 0.02154451}\n",
            "Raw:  {'pm10': 17.87, 'no2': 27.9, 'so2': 16.79, 'soot': 9.55}\n",
            "Transformed: {'no2_normalized': -4.777979, 'pm10_normalized': 0.042418875, 'so2_normalized': 1.2654076, 'soot_normalized': 0.03492376}\n",
            "Raw:  {'pm10': 21.73, 'no2': 27.23, 'so2': 18.79, 'soot': 8.49}\n",
            "Transformed: {'no2_normalized': -5.447979, 'pm10_normalized': 0.05666925, 'so2_normalized': 3.2654076, 'soot_normalized': 0.024495816}\n",
            "Raw:  {'pm10': 22.07, 'no2': 27.29, 'so2': 14.36, 'soot': 11.04}\n",
            "Transformed: {'no2_normalized': -5.3879776, 'pm10_normalized': 0.057924464, 'so2_normalized': -1.1645937, 'soot_normalized': 0.049581897}\n",
            "Raw:  {'pm10': 53.3, 'no2': 34.32, 'so2': 15.87, 'soot': 12.51}\n",
            "Transformed: {'no2_normalized': 1.6420212, 'pm10_normalized': 0.17321962, 'so2_normalized': 0.34540653, 'soot_normalized': 0.06404328}\n",
            "Raw:  {'pm10': 72.27, 'no2': 32.79, 'so2': 19.79, 'soot': 14.8}\n",
            "Transformed: {'no2_normalized': 0.1120224, 'pm10_normalized': 0.24325322, 'so2_normalized': 4.2654076, 'soot_normalized': 0.08657157}\n",
            "Raw:  {'pm10': 35.07, 'no2': 25.75, 'so2': 15.19, 'soot': 12.5}\n",
            "Transformed: {'no2_normalized': -6.9279785, 'pm10_normalized': 0.10591796, 'so2_normalized': -0.33459377, 'soot_normalized': 0.063944906}\n",
            "Raw:  {'pm10': 30.7, 'no2': 33.26, 'so2': 14.51, 'soot': 14.18}\n",
            "Transformed: {'no2_normalized': 0.5820198, 'pm10_normalized': 0.089784764, 'so2_normalized': -1.0145931, 'soot_normalized': 0.08047221}\n",
            "Raw:  {'pm10': 59.2, 'no2': 37.4, 'so2': 27.18, 'soot': 20.77}\n",
            "Transformed: {'no2_normalized': 4.722023, 'pm10_normalized': 0.19500129, 'so2_normalized': 11.655407, 'soot_normalized': 0.1453025}\n",
            "Raw:  {'pm10': 89.33, 'no2': 47.61, 'so2': 23.2, 'soot': 25.04}\n",
            "Transformed: {'no2_normalized': 14.932022, 'pm10_normalized': 0.3062355, 'so2_normalized': 7.6754074, 'soot_normalized': 0.1873094}\n",
            "Raw:  {'pm10': 78.7, 'no2': 55.61, 'so2': 21.38, 'soot': 27.87}\n",
            "Transformed: {'no2_normalized': 22.932022, 'pm10_normalized': 0.26699156, 'so2_normalized': 5.855406, 'soot_normalized': 0.21515001}\n",
            "Raw:  {'pm10': 177.1, 'no2': 85.79, 'so2': 23.24, 'soot': 36.75}\n",
            "Transformed: {'no2_normalized': 53.112022, 'pm10_normalized': 0.6302654, 'so2_normalized': 7.7154064, 'soot_normalized': 0.3025086}\n",
            "Raw:  {'pm10': 190.23, 'no2': 89.32, 'so2': 25.1, 'soot': 34.97}\n",
            "Transformed: {'no2_normalized': 56.64202, 'pm10_normalized': 0.67873883, 'so2_normalized': 9.575407, 'soot_normalized': 0.28499752}\n",
            "Raw:  {'pm10': 142.83, 'no2': 58.59, 'so2': 21.36, 'soot': 23.35}\n",
            "Transformed: {'no2_normalized': 25.912022, 'pm10_normalized': 0.50374717, 'so2_normalized': 5.8354073, 'soot_normalized': 0.17068371}\n",
            "Raw:  {'pm10': 88.77, 'no2': 42.78, 'so2': 19.86, 'soot': 23.85}\n",
            "Transformed: {'no2_normalized': 10.10202, 'pm10_normalized': 0.30416805, 'so2_normalized': 4.3354073, 'soot_normalized': 0.17560256}\n",
            "Raw:  {'pm10': 63.73, 'no2': 52.96, 'so2': 19.28, 'soot': 26.09}\n",
            "Transformed: {'no2_normalized': 20.28202, 'pm10_normalized': 0.21172518, 'so2_normalized': 3.7554073, 'soot_normalized': 0.19763894}\n",
            "Raw:  {'pm10': 114.83, 'no2': 82.11, 'so2': 25.87, 'soot': 29.71}\n",
            "Transformed: {'no2_normalized': 49.432022, 'pm10_normalized': 0.4003766, 'so2_normalized': 10.3454075, 'soot_normalized': 0.23325133}\n",
            "Raw:  {'pm10': 75.4, 'no2': 61.62, 'so2': 20.27, 'soot': 24.95}\n",
            "Transformed: {'no2_normalized': 28.94202, 'pm10_normalized': 0.2548086, 'so2_normalized': 4.745407, 'soot_normalized': 0.186424}\n",
            "Raw:  {'pm10': 67.47, 'no2': 39.94, 'so2': 19.6, 'soot': 19.67}\n",
            "Transformed: {'no2_normalized': 7.26202, 'pm10_normalized': 0.22553255, 'so2_normalized': 4.075407, 'soot_normalized': 0.13448106}\n",
            "Raw:  {'pm10': 62.93, 'no2': 71.05, 'so2': 25.36, 'soot': 19.86}\n",
            "Transformed: {'no2_normalized': 38.372025, 'pm10_normalized': 0.20877174, 'so2_normalized': 9.835407, 'soot_normalized': 0.13635021}\n",
            "Raw:  {'pm10': 114.03, 'no2': 86.51, 'so2': 30.76, 'soot': 29.9}\n",
            "Transformed: {'no2_normalized': 53.832024, 'pm10_normalized': 0.39742312, 'so2_normalized': 15.235407, 'soot_normalized': 0.23512049}\n",
            "Raw:  {'pm10': 178.07, 'no2': 106.03, 'so2': 33.76, 'soot': 43.22}\n",
            "Transformed: {'no2_normalized': 73.35202, 'pm10_normalized': 0.6338465, 'so2_normalized': 18.235405, 'soot_normalized': 0.36615837}\n",
            "Raw:  {'pm10': 98.0, 'no2': 82.28, 'so2': 27.73, 'soot': 31.5}\n",
            "Transformed: {'no2_normalized': 49.60202, 'pm10_normalized': 0.33824345, 'so2_normalized': 12.205406, 'soot_normalized': 0.25086078}\n",
            "Raw:  {'pm10': 24.07, 'no2': 44.24, 'so2': 15.76, 'soot': 16.46}\n",
            "Transformed: {'no2_normalized': 11.562023, 'pm10_normalized': 0.06530808, 'so2_normalized': 0.23540688, 'soot_normalized': 0.1029021}\n",
            "Raw:  {'pm10': 24.03, 'no2': 42.27, 'so2': 18.57, 'soot': 14.21}\n",
            "Transformed: {'no2_normalized': 9.592022, 'pm10_normalized': 0.065160416, 'so2_normalized': 3.0454063, 'soot_normalized': 0.08076733}\n",
            "Raw:  {'pm10': 47.97, 'no2': 31.57, 'so2': 15.66, 'soot': 14.01}\n",
            "Transformed: {'no2_normalized': -1.1079788, 'pm10_normalized': 0.1535423, 'so2_normalized': 0.1354065, 'soot_normalized': 0.0787998}\n"
          ],
          "name": "stdout"
        }
      ]
    }
  ]
}