DS_pandas_2_amaliyot_df.ipynb

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        "<a href=\"https://colab.research.google.com/github/AbdullahTheAnalyst/Data-Science-and-AI-mohir_dev-/blob/NumPy-and-Pandas/DS_pandas_2_amaliyot_df.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "FNLOb9yhxI0b"
      },
      "source": [
        "### **1-mashq**. `Pandas` kutubxonasini `pd`, `numpy` kutubxonasini `np` deb chaqirib oling"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "GrbBfqRpxIFr"
      },
      "outputs": [],
      "source": [
        "# Javobni shuyerga yozing\n",
        "import pandas as pd\n",
        "import numpy as np"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QJT0KIgcN79b"
      },
      "source": [
        "### **2-mashq.** Quyida ko'rsatilgan dataframeni yarating va `df` deb nomlang"
      ]
    },
    {
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      "execution_count": 2,
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          "data": {
            "text/plain": [
              "                            Hudud            Markaz  Maydoni  Aholisi\n",
              "0                Andijon viloyati    Andijon shahri     4200  1899000\n",
              "1                 Buxoro viloyati     Buxoro shahri    39400  1384700\n",
              "2                Fargona viloyati    Fargona shahri     6800  2597000\n",
              "3                 Jizzax viloyati     Jizzax shahri    20500   910500\n",
              "4                 Xorazm viloyati    Urganch shahri     6300  1200000\n",
              "5               Namangan viloyati   Namangan shahri     7900  1862000\n",
              "6                 Navoiy viloyati     Navoiy shahri   110800   767500\n",
              "7            Qashqadaryo viloyati     Qarshi shahri    28400  2029000\n",
              "8   Qoraqalpogʻiston Respublikasi      Nukus shahri   160000  1200000\n",
              "9              Samarqand viloyati  Samarqand shahri    16400  2322000\n",
              "10              Sirdaryo viloyati   Guliston shahri     5100   648100\n",
              "11           Surxondaryo viloyati     Termiz shahri    20800  1676000\n",
              "12              Toshkent viloyati  Nurafshon shahri    15300  4450000"
            ],
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              "      <th>Hudud</th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
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              "      <th>0</th>\n",
              "      <td>Andijon viloyati</td>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro viloyati</td>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona viloyati</td>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax viloyati</td>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Xorazm viloyati</td>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
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              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Namangan viloyati</td>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
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              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Navoiy viloyati</td>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
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              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Qashqadaryo viloyati</td>\n",
              "      <td>Qarshi shahri</td>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Qoraqalpogʻiston Respublikasi</td>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Samarqand viloyati</td>\n",
              "      <td>Samarqand shahri</td>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Sirdaryo viloyati</td>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Surxondaryo viloyati</td>\n",
              "      <td>Termiz shahri</td>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Toshkent viloyati</td>\n",
              "      <td>Nurafshon shahri</td>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
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            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 2
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "viloyatlar = [\n",
        "    \"Andijon viloyati\",\n",
        "    \"Buxoro viloyati\",\n",
        "    \"Fargona viloyati\",\n",
        "    \"Jizzax viloyati\",\n",
        "    \"Xorazm viloyati\",\n",
        "    \"Namangan viloyati\",\n",
        "    \"Navoiy viloyati\",\n",
        "    \"Qashqadaryo viloyati\",\n",
        "    \"Qoraqalpogʻiston Respublikasi\",\n",
        "    \"Samarqand viloyati\",\n",
        "    \"Sirdaryo viloyati\",\n",
        "    \"Surxondaryo viloyati\",\n",
        "    \"Toshkent viloyati\",\n",
        "]\n",
        "markazlar = [\n",
        "    \"Andijon shahri\",\n",
        "    \"Buxoro shahri\",\n",
        "    \"Fargona shahri\",\n",
        "    \"Jizzax shahri\",\n",
        "    \"Urganch shahri\",\n",
        "    \"Namangan shahri\",\n",
        "    \"Navoiy shahri\",\n",
        "    \"Qarshi shahri\",\n",
        "    \"Nukus shahri\",\n",
        "    \"Samarqand shahri\",\n",
        "    \"Guliston shahri\",\n",
        "    \"Termiz shahri\",\n",
        "    \"Nurafshon shahri\",\n",
        "]\n",
        "maydonlar = [\n",
        "    4200,\n",
        "    39400,\n",
        "    6800,\n",
        "    20500,\n",
        "    6300,\n",
        "    7900,\n",
        "    110800,\n",
        "    28400,\n",
        "    160000,\n",
        "    16400,\n",
        "    5100,\n",
        "    20800,\n",
        "    15300,\n",
        "]\n",
        "aholi = [\n",
        "    1899000,\n",
        "    1384700,\n",
        "    2597000,\n",
        "    910500,\n",
        "    1200000,\n",
        "    1862000,\n",
        "    767500,\n",
        "    2029000,\n",
        "    1200000,\n",
        "    2322000,\n",
        "    648100,\n",
        "    1676000,\n",
        "    4450000,\n",
        "]\n",
        "data = {\n",
        "    \"Hudud\":viloyatlar,\n",
        "    \"Markaz\":markazlar,\n",
        "    \"Maydoni\":maydonlar,\n",
        "    \"Aholisi\":aholi\n",
        "}\n",
        "df = pd.DataFrame(data)\n",
        "df"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wh-dwJ17W6l2"
      },
      "source": [
        "### **2-mashq.** Yuqoridagi df ning yuqorisidan 5 ta qator chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
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        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "              Hudud          Markaz  Maydoni  Aholisi\n",
              "0  Andijon viloyati  Andijon shahri     4200  1899000\n",
              "1   Buxoro viloyati   Buxoro shahri    39400  1384700\n",
              "2  Fargona viloyati  Fargona shahri     6800  2597000\n",
              "3   Jizzax viloyati   Jizzax shahri    20500   910500\n",
              "4   Xorazm viloyati  Urganch shahri     6300  1200000"
            ],
            "text/html": [
              "\n",
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              "    <div>\n",
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              "    }\n",
              "\n",
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              "        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>Hudud</th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Andijon viloyati</td>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro viloyati</td>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona viloyati</td>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax viloyati</td>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Xorazm viloyati</td>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
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              "    <div class=\"colab-df-buttons\">\n",
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              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-cdf073e8-a5c3-467d-a749-7923cf459d7e')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
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              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
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              "\n",
              "    .colab-df-buttons div {\n",
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              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
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              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-cdf073e8-a5c3-467d-a749-7923cf459d7e button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-cdf073e8-a5c3-467d-a749-7923cf459d7e');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-8acd0245-cfe9-4898-8ffd-970a32d9f4c4\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-8acd0245-cfe9-4898-8ffd-970a32d9f4c4')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-8acd0245-cfe9-4898-8ffd-970a32d9f4c4 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 3
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.head()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "G0Q9-cvpW6l3"
      },
      "source": [
        "### **3-mashq.** Yuqoridagi df dan tasodifiy 3 ta qator chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "id": "enKIV_uFW6l4",
        "outputId": "d76632a7-6c59-4027-c62f-c83f8090acc9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 143
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                            Hudud           Markaz  Maydoni  Aholisi\n",
              "8   Qoraqalpogʻiston Respublikasi     Nukus shahri   160000  1200000\n",
              "10              Sirdaryo viloyati  Guliston shahri     5100   648100\n",
              "11           Surxondaryo viloyati    Termiz shahri    20800  1676000"
            ],
            "text/html": [
              "\n",
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              "      <th></th>\n",
              "      <th>Hudud</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Qoraqalpogʻiston Respublikasi</td>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Sirdaryo viloyati</td>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Surxondaryo viloyati</td>\n",
              "      <td>Termiz shahri</td>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
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              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-fb1c924e-0f7b-4396-a56d-34a85f63e8bf button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-fb1c924e-0f7b-4396-a56d-34a85f63e8bf');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-91da32d2-8152-4ec5-9182-a1e7dbd6d0ea\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-91da32d2-8152-4ec5-9182-a1e7dbd6d0ea')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-91da32d2-8152-4ec5-9182-a1e7dbd6d0ea button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"Qoraqalpog\\u02bbiston Respublikasi\",\n          \"Sirdaryo viloyati\",\n          \"Surxondaryo viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"Nukus shahri\",\n          \"Guliston shahri\",\n          \"Termiz shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 85261,\n        \"min\": 5100,\n        \"max\": 160000,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          160000,\n          5100,\n          20800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 514416,\n        \"min\": 648100,\n        \"max\": 1676000,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          1200000,\n          648100,\n          1676000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 5
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.sample(3)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8JEbgj3hW6l4"
      },
      "source": [
        "### **4-mashq.** Yuqoridagi df ning 'Hudud' va 'Aholisi' ustinlarini alohida df ko'rinishida chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "id": "WN4DvGh4W6l5",
        "outputId": "af787084-ad95-40aa-adc7-6252e1ab0f6a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 457
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                            Hudud  Aholisi\n",
              "0                Andijon viloyati  1899000\n",
              "1                 Buxoro viloyati  1384700\n",
              "2                Fargona viloyati  2597000\n",
              "3                 Jizzax viloyati   910500\n",
              "4                 Xorazm viloyati  1200000\n",
              "5               Namangan viloyati  1862000\n",
              "6                 Navoiy viloyati   767500\n",
              "7            Qashqadaryo viloyati  2029000\n",
              "8   Qoraqalpogʻiston Respublikasi  1200000\n",
              "9              Samarqand viloyati  2322000\n",
              "10              Sirdaryo viloyati   648100\n",
              "11           Surxondaryo viloyati  1676000\n",
              "12              Toshkent viloyati  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-33a0f688-ea86-446f-a6df-4df55ad5311e\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Hudud</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Andijon viloyati</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro viloyati</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona viloyati</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax viloyati</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Xorazm viloyati</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Namangan viloyati</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Navoiy viloyati</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Qashqadaryo viloyati</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Qoraqalpogʻiston Respublikasi</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Samarqand viloyati</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Sirdaryo viloyati</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Surxondaryo viloyati</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Toshkent viloyati</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
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              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-33a0f688-ea86-446f-a6df-4df55ad5311e')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
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              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-33a0f688-ea86-446f-a6df-4df55ad5311e button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-33a0f688-ea86-446f-a6df-4df55ad5311e');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-d6b38ad9-79f8-4114-a185-bee148af29c6\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-d6b38ad9-79f8-4114-a185-bee148af29c6')\"\n",
              "            title=\"Suggest charts\"\n",
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              "\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-d6b38ad9-79f8-4114-a185-bee148af29c6 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df2",
              "summary": "{\n  \"name\": \"df2\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 7
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df2 = df[[\"Hudud\", \"Aholisi\"]]\n",
        "df2"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0cNicRQvW6l5"
      },
      "source": [
        "### **5-mashq.** Yuqoridagi df ning `Markaz` ustunini Series obyekti ko'rinishida chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "ij5ixHCwW6l5",
        "outputId": "03d37cb0-0c19-430a-b8de-31a53b06e692",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 491
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0       Andijon shahri\n",
              "1        Buxoro shahri\n",
              "2       Fargona shahri\n",
              "3        Jizzax shahri\n",
              "4       Urganch shahri\n",
              "5      Namangan shahri\n",
              "6        Navoiy shahri\n",
              "7        Qarshi shahri\n",
              "8         Nukus shahri\n",
              "9     Samarqand shahri\n",
              "10     Guliston shahri\n",
              "11       Termiz shahri\n",
              "12    Nurafshon shahri\n",
              "Name: Markaz, dtype: object"
            ],
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Markaz</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Andijon shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Urganch shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Namangan shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Navoiy shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Qarshi shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Nukus shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Samarqand shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Guliston shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Termiz shahri</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Nurafshon shahri</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div><br><label><b>dtype:</b> object</label>"
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.Markaz"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QP9HQpQ4W6l6"
      },
      "source": [
        "### **6-mashq.** Yuqoridagi df dan aholi soni 2 milliondan oshiq bo'lgan hududlarni chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "d-XcaiffW6l6",
        "outputId": "249f0a90-37a8-4f2d-b6cf-23afcbb44f1f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 175
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                   Hudud            Markaz  Maydoni  Aholisi\n",
              "2       Fargona viloyati    Fargona shahri     6800  2597000\n",
              "7   Qashqadaryo viloyati     Qarshi shahri    28400  2029000\n",
              "9     Samarqand viloyati  Samarqand shahri    16400  2322000\n",
              "12     Toshkent viloyati  Nurafshon shahri    15300  4450000"
            ],
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              "\n",
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              "      <th>12</th>\n",
              "      <td>Toshkent viloyati</td>\n",
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              "      <td>15300</td>\n",
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              "    background-color: var(--disabled-bg-color);\n",
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              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
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              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
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              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
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              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
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              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df[df[\\\"Aholisi\\\"] > 2000000]\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"Qashqadaryo viloyati\",\n          \"Toshkent viloyati\",\n          \"Fargona viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"Qarshi shahri\",\n          \"Nurafshon shahri\",\n          \"Fargona shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 8887,\n        \"min\": 6800,\n        \"max\": 28400,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          28400,\n          15300,\n          6800\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1091914,\n        \"min\": 2029000,\n        \"max\": 4450000,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          2029000,\n          4450000,\n          2597000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 13
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df\n",
        "df[df[\"Aholisi\"] > 2000000]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wjzv_sFWW6l6"
      },
      "source": [
        "### **7-mashq.** Yuqoridagi df dan maydoni 10000kv.km dan kichik bo'lgan hududlarni chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "id": "cqTtnpEJW6l6",
        "outputId": "cd9bb05c-3b60-4b85-947e-5265b67737e0",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                Hudud           Markaz  Maydoni  Aholisi\n",
              "0    Andijon viloyati   Andijon shahri     4200  1899000\n",
              "2    Fargona viloyati   Fargona shahri     6800  2597000\n",
              "4     Xorazm viloyati   Urganch shahri     6300  1200000\n",
              "5   Namangan viloyati  Namangan shahri     7900  1862000\n",
              "10  Sirdaryo viloyati  Guliston shahri     5100   648100"
            ],
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              "\n",
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              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-c306bb61-8163-4f96-a2dc-fae7f294a970 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-c306bb61-8163-4f96-a2dc-fae7f294a970');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-fa9a3604-136e-4231-94a2-a7783099593e\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-fa9a3604-136e-4231-94a2-a7783099593e')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-fa9a3604-136e-4231-94a2-a7783099593e button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df[df[\\\"Maydoni\\\"] < 10000]\",\n  \"rows\": 5,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Fargona viloyati\",\n          \"Sirdaryo viloyati\",\n          \"Xorazm viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Fargona shahri\",\n          \"Guliston shahri\",\n          \"Urganch shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1446,\n        \"min\": 4200,\n        \"max\": 7900,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          6800,\n          5100,\n          6300\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 743248,\n        \"min\": 648100,\n        \"max\": 2597000,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          2597000,\n          648100,\n          1200000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 15
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df[df[\"Maydoni\"] < 10000]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "2T052RvSW6l7"
      },
      "source": [
        "### **8-mashq.** Yuqoridagi df ning birinchi ustunini df ning indeksi sifatida ishlating\n",
        "Ishora:\n",
        "1. Yoki df ni qayta yarating\n",
        "2. Yoki `set_index()` metodidan foydalaning"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {
        "id": "P7IMmP_TW6l7",
        "outputId": "61daf4d8-2116-4568-a266-45071b4d6a8e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 457
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                            Hudud            Markaz  Maydoni  Aholisi\n",
              "0                Andijon viloyati    Andijon shahri     4200  1899000\n",
              "1                 Buxoro viloyati     Buxoro shahri    39400  1384700\n",
              "2                Fargona viloyati    Fargona shahri     6800  2597000\n",
              "3                 Jizzax viloyati     Jizzax shahri    20500   910500\n",
              "4                 Xorazm viloyati    Urganch shahri     6300  1200000\n",
              "5               Namangan viloyati   Namangan shahri     7900  1862000\n",
              "6                 Navoiy viloyati     Navoiy shahri   110800   767500\n",
              "7            Qashqadaryo viloyati     Qarshi shahri    28400  2029000\n",
              "8   Qoraqalpogʻiston Respublikasi      Nukus shahri   160000  1200000\n",
              "9              Samarqand viloyati  Samarqand shahri    16400  2322000\n",
              "10              Sirdaryo viloyati   Guliston shahri     5100   648100\n",
              "11           Surxondaryo viloyati     Termiz shahri    20800  1676000\n",
              "12              Toshkent viloyati  Nurafshon shahri    15300  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-780fa22d-7a86-4b27-acf3-6501da74ce88\" class=\"colab-df-container\">\n",
              "    <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>Hudud</th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Andijon viloyati</td>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro viloyati</td>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona viloyati</td>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax viloyati</td>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Xorazm viloyati</td>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Namangan viloyati</td>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Navoiy viloyati</td>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Qashqadaryo viloyati</td>\n",
              "      <td>Qarshi shahri</td>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Qoraqalpogʻiston Respublikasi</td>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Samarqand viloyati</td>\n",
              "      <td>Samarqand shahri</td>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Sirdaryo viloyati</td>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Surxondaryo viloyati</td>\n",
              "      <td>Termiz shahri</td>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Toshkent viloyati</td>\n",
              "      <td>Nurafshon shahri</td>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-780fa22d-7a86-4b27-acf3-6501da74ce88')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-780fa22d-7a86-4b27-acf3-6501da74ce88 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-780fa22d-7a86-4b27-acf3-6501da74ce88');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-d832fd47-3db9-4f30-acdc-39155d56ea61\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-d832fd47-3db9-4f30-acdc-39155d56ea61')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-d832fd47-3db9-4f30-acdc-39155d56ea61 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 20
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.reset_index()\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df.set_index(df.columns[0], inplace = True)\n",
        "df"
      ],
      "metadata": {
        "id": "hhtY5ZzhcTk2",
        "outputId": "73766780-8914-4168-c406-3a6083e5cb38",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 488
        }
      },
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                  Maydoni  Aholisi\n",
              "Markaz                            \n",
              "Andijon shahri       4200  1899000\n",
              "Buxoro shahri       39400  1384700\n",
              "Fargona shahri       6800  2597000\n",
              "Jizzax shahri       20500   910500\n",
              "Urganch shahri       6300  1200000\n",
              "Namangan shahri      7900  1862000\n",
              "Navoiy shahri      110800   767500\n",
              "Qarshi shahri       28400  2029000\n",
              "Nukus shahri       160000  1200000\n",
              "Samarqand shahri    16400  2322000\n",
              "Guliston shahri      5100   648100\n",
              "Termiz shahri       20800  1676000\n",
              "Nurafshon shahri    15300  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-779e13bd-4ce9-4cd6-96de-9c9d56bde45e\" class=\"colab-df-container\">\n",
              "    <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",
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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>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Markaz</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Andijon shahri</th>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Buxoro shahri</th>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fargona shahri</th>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Jizzax shahri</th>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Urganch shahri</th>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Namangan shahri</th>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Navoiy shahri</th>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Qarshi shahri</th>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Nukus shahri</th>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Samarqand shahri</th>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Guliston shahri</th>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Termiz shahri</th>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Nurafshon shahri</th>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-779e13bd-4ce9-4cd6-96de-9c9d56bde45e')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-779e13bd-4ce9-4cd6-96de-9c9d56bde45e button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-779e13bd-4ce9-4cd6-96de-9c9d56bde45e');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-c69ced93-51b3-4c0e-b7df-eac7dd95ec67\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-c69ced93-51b3-4c0e-b7df-eac7dd95ec67')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-c69ced93-51b3-4c0e-b7df-eac7dd95ec67 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Ag_LAe7rW6l7"
      },
      "source": [
        "### **9-mashq.** Yuqoridagi df dan, Aholisi 2 milliondan oshiq hududlar orasida Samarqand viloyati bor yoki yo'qligini tekshiring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 34,
      "metadata": {
        "id": "RnYXUAzsW6l8",
        "outputId": "e33f6d4e-6159-4e00-f1d0-77b0bb90bb6e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 457
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "              Markaz  Maydoni  Aholisi\n",
              "0     Andijon shahri     4200  1899000\n",
              "1      Buxoro shahri    39400  1384700\n",
              "2     Fargona shahri     6800  2597000\n",
              "3      Jizzax shahri    20500   910500\n",
              "4     Urganch shahri     6300  1200000\n",
              "5    Namangan shahri     7900  1862000\n",
              "6      Navoiy shahri   110800   767500\n",
              "7      Qarshi shahri    28400  2029000\n",
              "8       Nukus shahri   160000  1200000\n",
              "9   Samarqand shahri    16400  2322000\n",
              "10   Guliston shahri     5100   648100\n",
              "11     Termiz shahri    20800  1676000\n",
              "12  Nurafshon shahri    15300  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-02d48080-3500-467d-84d7-586b3344efd4\" class=\"colab-df-container\">\n",
              "    <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>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Qarshi shahri</td>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Samarqand shahri</td>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Termiz shahri</td>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Nurafshon shahri</td>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
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              "</div>\n",
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              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 34
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "\"Samarqand shahri\" in df[df[\"Aholisi\"] > 2000000]\n",
        "df.reset_index()"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "viloyatlar = [\n",
        "    \"Andijon viloyati\",\n",
        "    \"Buxoro viloyati\",\n",
        "    \"Fargona viloyati\",\n",
        "    \"Jizzax viloyati\",\n",
        "    \"Xorazm viloyati\",\n",
        "    \"Namangan viloyati\",\n",
        "    \"Navoiy viloyati\",\n",
        "    \"Qashqadaryo viloyati\",\n",
        "    \"Qoraqalpogʻiston Respublikasi\",\n",
        "    \"Samarqand viloyati\",\n",
        "    \"Sirdaryo viloyati\",\n",
        "    \"Surxondaryo viloyati\",\n",
        "    \"Toshkent viloyati\",\n",
        "]\n",
        "markazlar = [\n",
        "    \"Andijon shahri\",\n",
        "    \"Buxoro shahri\",\n",
        "    \"Fargona shahri\",\n",
        "    \"Jizzax shahri\",\n",
        "    \"Urganch shahri\",\n",
        "    \"Namangan shahri\",\n",
        "    \"Navoiy shahri\",\n",
        "    \"Qarshi shahri\",\n",
        "    \"Nukus shahri\",\n",
        "    \"Samarqand shahri\",\n",
        "    \"Guliston shahri\",\n",
        "    \"Termiz shahri\",\n",
        "    \"Nurafshon shahri\",\n",
        "]\n",
        "maydonlar = [\n",
        "    4200,\n",
        "    39400,\n",
        "    6800,\n",
        "    20500,\n",
        "    6300,\n",
        "    7900,\n",
        "    110800,\n",
        "    28400,\n",
        "    160000,\n",
        "    16400,\n",
        "    5100,\n",
        "    20800,\n",
        "    15300,\n",
        "]\n",
        "aholi = [\n",
        "    1899000,\n",
        "    1384700,\n",
        "    2597000,\n",
        "    910500,\n",
        "    1200000,\n",
        "    1862000,\n",
        "    767500,\n",
        "    2029000,\n",
        "    1200000,\n",
        "    2322000,\n",
        "    648100,\n",
        "    1676000,\n",
        "    4450000,\n",
        "]\n",
        "data = {\n",
        "    \"Hudud\":viloyatlar,\n",
        "    \"Markaz\":markazlar,\n",
        "    \"Maydoni\":maydonlar,\n",
        "    \"Aholisi\":aholi\n",
        "}\n",
        "df = pd.DataFrame(data)\n",
        "df"
      ],
      "metadata": {
        "id": "f0gWf5xYdotv",
        "outputId": "0d7f5ad9-4df0-4840-888f-7a05902327de",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 457
        }
      },
      "execution_count": 35,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                            Hudud            Markaz  Maydoni  Aholisi\n",
              "0                Andijon viloyati    Andijon shahri     4200  1899000\n",
              "1                 Buxoro viloyati     Buxoro shahri    39400  1384700\n",
              "2                Fargona viloyati    Fargona shahri     6800  2597000\n",
              "3                 Jizzax viloyati     Jizzax shahri    20500   910500\n",
              "4                 Xorazm viloyati    Urganch shahri     6300  1200000\n",
              "5               Namangan viloyati   Namangan shahri     7900  1862000\n",
              "6                 Navoiy viloyati     Navoiy shahri   110800   767500\n",
              "7            Qashqadaryo viloyati     Qarshi shahri    28400  2029000\n",
              "8   Qoraqalpogʻiston Respublikasi      Nukus shahri   160000  1200000\n",
              "9              Samarqand viloyati  Samarqand shahri    16400  2322000\n",
              "10              Sirdaryo viloyati   Guliston shahri     5100   648100\n",
              "11           Surxondaryo viloyati     Termiz shahri    20800  1676000\n",
              "12              Toshkent viloyati  Nurafshon shahri    15300  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-c4116625-89ed-4fc2-a6ae-2c1aaa4dcdd3\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
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              "\n",
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              "        text-align: right;\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Hudud</th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Andijon viloyati</td>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Buxoro viloyati</td>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Fargona viloyati</td>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Jizzax viloyati</td>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Xorazm viloyati</td>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>Namangan viloyati</td>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>Navoiy viloyati</td>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>Qashqadaryo viloyati</td>\n",
              "      <td>Qarshi shahri</td>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>Qoraqalpogʻiston Respublikasi</td>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>Samarqand viloyati</td>\n",
              "      <td>Samarqand shahri</td>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>Sirdaryo viloyati</td>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>Surxondaryo viloyati</td>\n",
              "      <td>Termiz shahri</td>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>Toshkent viloyati</td>\n",
              "      <td>Nurafshon shahri</td>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
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              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-c4116625-89ed-4fc2-a6ae-2c1aaa4dcdd3')\"\n",
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              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
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              "      fill: #D2E3FC;\n",
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              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
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              "\n",
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              "        document.querySelector('#df-c4116625-89ed-4fc2-a6ae-2c1aaa4dcdd3 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-c4116625-89ed-4fc2-a6ae-2c1aaa4dcdd3');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
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              "\n",
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              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
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              "    20% {\n",
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              "      border-top-color: var(--fill-color);\n",
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              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-9db4ec4e-6234-4d06-ae33-d2248a6e41bf button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 35
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "6kB5I6-vW6l9"
      },
      "source": [
        "### **10-mashq.**  Yuqoridagi df dan faqatgina Andijon, Farg'ona va Namangan viloyatlarini ajratib ko'rsating"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df.set_index(df.columns[0], inplace = True)\n",
        "df"
      ],
      "metadata": {
        "id": "FgbR7vrxeYM1",
        "outputId": "b6a1f50d-ac7b-4158-b3e4-6c04ffe082c2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 488
        }
      },
      "execution_count": 45,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                         Markaz  Maydoni  Aholisi\n",
              "Hudud                                                            \n",
              "Andijon viloyati                 Andijon shahri     4200  1899000\n",
              "Buxoro viloyati                   Buxoro shahri    39400  1384700\n",
              "Fargona viloyati                 Fargona shahri     6800  2597000\n",
              "Jizzax viloyati                   Jizzax shahri    20500   910500\n",
              "Xorazm viloyati                  Urganch shahri     6300  1200000\n",
              "Namangan viloyati               Namangan shahri     7900  1862000\n",
              "Navoiy viloyati                   Navoiy shahri   110800   767500\n",
              "Qashqadaryo viloyati              Qarshi shahri    28400  2029000\n",
              "Qoraqalpogʻiston Respublikasi      Nukus shahri   160000  1200000\n",
              "Samarqand viloyati             Samarqand shahri    16400  2322000\n",
              "Sirdaryo viloyati               Guliston shahri     5100   648100\n",
              "Surxondaryo viloyati              Termiz shahri    20800  1676000\n",
              "Toshkent viloyati              Nurafshon shahri    15300  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-8dd3d2e7-5882-4899-9fac-c2720dd2cc52\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Hudud</th>\n",
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              "      <th></th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Andijon viloyati</th>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Buxoro viloyati</th>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fargona viloyati</th>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Jizzax viloyati</th>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Xorazm viloyati</th>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Namangan viloyati</th>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Navoiy viloyati</th>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Qashqadaryo viloyati</th>\n",
              "      <td>Qarshi shahri</td>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Qoraqalpogʻiston Respublikasi</th>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Samarqand viloyati</th>\n",
              "      <td>Samarqand shahri</td>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Sirdaryo viloyati</th>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Surxondaryo viloyati</th>\n",
              "      <td>Termiz shahri</td>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Toshkent viloyati</th>\n",
              "      <td>Nurafshon shahri</td>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
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              "\n",
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              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
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              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-8dd3d2e7-5882-4899-9fac-c2720dd2cc52 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-8dd3d2e7-5882-4899-9fac-c2720dd2cc52');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
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              "        element.appendChild(docLink);\n",
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              "\n",
              "\n",
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              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-1400703a-5623-47e7-9a88-36d0a6c7f111')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-1400703a-5623-47e7-9a88-36d0a6c7f111 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Termiz shahri\",\n          \"Samarqand shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 45
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.loc[[\"Andijon viloyati\", \"Fargona viloyati\", \"Namangan viloyati\"]]"
      ],
      "metadata": {
        "id": "OrTWrQUdej8F",
        "outputId": "c48c8103-bd06-4347-957e-6f7e4d3c5dbf",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 175
        }
      },
      "execution_count": 46,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                            Markaz  Maydoni  Aholisi\n",
              "Hudud                                               \n",
              "Andijon viloyati    Andijon shahri     4200  1899000\n",
              "Fargona viloyati    Fargona shahri     6800  2597000\n",
              "Namangan viloyati  Namangan shahri     7900  1862000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-ce329764-f6f9-41f4-a7c3-251bf890ac2e\" class=\"colab-df-container\">\n",
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              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Markaz</th>\n",
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              "      <th></th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Andijon viloyati</th>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fargona viloyati</th>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Namangan viloyati</th>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
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              "    <div class=\"colab-df-buttons\">\n",
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              "  <style>\n",
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              "      display:flex;\n",
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              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
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              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
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              "\n",
              "    .colab-df-buttons div {\n",
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              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-ce329764-f6f9-41f4-a7c3-251bf890ac2e button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-ce329764-f6f9-41f4-a7c3-251bf890ac2e');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
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              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
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              "\n",
              "\n",
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              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-4aca55c2-390f-4364-ace2-29b50db89b94 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 3,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"Andijon viloyati\",\n          \"Fargona viloyati\",\n          \"Namangan viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3,\n        \"samples\": [\n          \"Andijon shahri\",\n          \"Fargona shahri\",\n          \"Namangan shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1900,\n        \"min\": 4200,\n        \"max\": 7900,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          4200,\n          6800,\n          7900\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 414084,\n        \"min\": 1862000,\n        \"max\": 2597000,\n        \"num_unique_values\": 3,\n        \"samples\": [\n          1899000,\n          2597000,\n          1862000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 46
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WwVpE1LmW6l-"
      },
      "source": [
        "### **11-mashq.**  Yuqoridagi df dan Samarqanda va Toshkent viloyatlarining aholisi va maydonini alohida df ko'rinishida chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.loc[[\"Toshkent viloyati\", \"Samarqand viloyati\"], [\"Maydoni\", \"Aholisi\"]]"
      ],
      "metadata": {
        "id": "qNjA_tree8Gm",
        "outputId": "38f053aa-89bc-4853-93fd-d23f68502dbe",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 143
        }
      },
      "execution_count": 47,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                    Maydoni  Aholisi\n",
              "Hudud                               \n",
              "Toshkent viloyati     15300  4450000\n",
              "Samarqand viloyati    16400  2322000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-1750dae6-116c-4a7b-8472-d91ac7e34514\" class=\"colab-df-container\">\n",
              "    <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",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Hudud</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Toshkent viloyati</th>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Samarqand viloyati</th>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-1750dae6-116c-4a7b-8472-d91ac7e34514')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-1750dae6-116c-4a7b-8472-d91ac7e34514 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-1750dae6-116c-4a7b-8472-d91ac7e34514');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-1111e3bf-4c08-404c-aa26-8b8bd999f407\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-1111e3bf-4c08-404c-aa26-8b8bd999f407')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-1111e3bf-4c08-404c-aa26-8b8bd999f407 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          \"Samarqand viloyati\",\n          \"Toshkent viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 777,\n        \"min\": 15300,\n        \"max\": 16400,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          16400,\n          15300\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1504723,\n        \"min\": 2322000,\n        \"max\": 4450000,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          2322000,\n          4450000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 47
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "olqcsCqkW6l_"
      },
      "source": [
        "### **12-mashq.**  Yuqoridagi df dan yangi df_new DataFrame yarating. Yangi dataframega faqatgina aholisi 1.5mln dan kam bo'lgan hududlarni ko'chiring."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 49,
      "metadata": {
        "id": "l86xdRhrW6l_",
        "outputId": "8d2a3baf-bdcd-43fd-cc3e-2d99a3b6d7ce",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 269
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                        Markaz  Maydoni  Aholisi\n",
              "Hudud                                                           \n",
              "Buxoro viloyati                  Buxoro shahri    39400  1384700\n",
              "Jizzax viloyati                  Jizzax shahri    20500   910500\n",
              "Xorazm viloyati                 Urganch shahri     6300  1200000\n",
              "Navoiy viloyati                  Navoiy shahri   110800   767500\n",
              "Qoraqalpogʻiston Respublikasi     Nukus shahri   160000  1200000\n",
              "Sirdaryo viloyati              Guliston shahri     5100   648100"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-50c7cae1-8b4b-4930-bd17-b74f85e593a2\" class=\"colab-df-container\">\n",
              "    <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>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Hudud</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Buxoro viloyati</th>\n",
              "      <td>Buxoro shahri</td>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Jizzax viloyati</th>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Xorazm viloyati</th>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Navoiy viloyati</th>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Qoraqalpogʻiston Respublikasi</th>\n",
              "      <td>Nukus shahri</td>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Sirdaryo viloyati</th>\n",
              "      <td>Guliston shahri</td>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-50c7cae1-8b4b-4930-bd17-b74f85e593a2')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-50c7cae1-8b4b-4930-bd17-b74f85e593a2 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-50c7cae1-8b4b-4930-bd17-b74f85e593a2');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-3f6ca025-4237-4152-b5cd-2b7a08bdace2\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-3f6ca025-4237-4152-b5cd-2b7a08bdace2')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-3f6ca025-4237-4152-b5cd-2b7a08bdace2 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df_new",
              "summary": "{\n  \"name\": \"df_new\",\n  \"rows\": 6,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 6,\n        \"samples\": [\n          \"Buxoro viloyati\",\n          \"Jizzax viloyati\",\n          \"Sirdaryo viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 6,\n        \"samples\": [\n          \"Buxoro shahri\",\n          \"Jizzax shahri\",\n          \"Guliston shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 63889,\n        \"min\": 5100,\n        \"max\": 160000,\n        \"num_unique_values\": 6,\n        \"samples\": [\n          39400,\n          20500,\n          5100\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 287001,\n        \"min\": 648100,\n        \"max\": 1384700,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          910500,\n          648100,\n          1200000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 49
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df_new = df[df[\"Aholisi\"] < 1500000]\n",
        "df_new"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Goqc_lL1W6mE"
      },
      "source": [
        "### **13-mashq.**  Yangi df qatorlari orasida Navoiy, Namangan va Xorazm viloyatlari borligini tekshiring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 50,
      "metadata": {
        "id": "cEb2B3UrW6mE",
        "outputId": "6b10f685-929d-495d-e5db-a1b6f3a98e4a",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "False"
            ]
          },
          "metadata": {},
          "execution_count": 50
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "\"Navoiy viloyati\" in df_new"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\"Namangan viloyati\" in df_new"
      ],
      "metadata": {
        "id": "_SpJVjGeflz0",
        "outputId": "18693c87-d40e-444b-80d3-5f00df13f825",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 51,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "False"
            ]
          },
          "metadata": {},
          "execution_count": 51
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\"Xorazm viloyati\" in df_new"
      ],
      "metadata": {
        "id": "dp_sUehffloS",
        "outputId": "8e8a3656-cc62-4a9f-cc82-1acf1db54c85",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 52,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "False"
            ]
          },
          "metadata": {},
          "execution_count": 52
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "pd.Index(['Navoiy viloyati','Namangan viloyati','Xorazm viloyati']).isin(df_new.index)"
      ],
      "metadata": {
        "id": "gst5KwMNftSq",
        "outputId": "9155523e-3ebb-40ce-b131-83bce253ee9c",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 54,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([ True, False,  True])"
            ]
          },
          "metadata": {},
          "execution_count": 54
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "CQ4Tf3qGW6mE"
      },
      "source": [
        "### **14-mashq.**  Aholisi 1milliondan ko'p, lekin maydoni 10000kv.km dan kam hududlarni chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 55,
      "metadata": {
        "id": "ZRP0SlABW6mF",
        "outputId": "415c6ef8-a682-4025-eba4-ee4a84167fe8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                            Markaz  Maydoni  Aholisi\n",
              "Hudud                                               \n",
              "Andijon viloyati    Andijon shahri     4200  1899000\n",
              "Fargona viloyati    Fargona shahri     6800  2597000\n",
              "Xorazm viloyati     Urganch shahri     6300  1200000\n",
              "Namangan viloyati  Namangan shahri     7900  1862000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-b830555b-1185-4089-ba39-d21d3b0fca38\" class=\"colab-df-container\">\n",
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Andijon viloyati</th>\n",
              "      <td>Andijon shahri</td>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fargona viloyati</th>\n",
              "      <td>Fargona shahri</td>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Xorazm viloyati</th>\n",
              "      <td>Urganch shahri</td>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Namangan viloyati</th>\n",
              "      <td>Namangan shahri</td>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
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              "</div>\n",
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              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
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              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
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              "\n",
              "    .colab-df-buttons div {\n",
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              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-b830555b-1185-4089-ba39-d21d3b0fca38 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-b830555b-1185-4089-ba39-d21d3b0fca38');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
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              "\n",
              "\n",
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              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
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              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-c93f0142-cccc-48aa-9376-5bc68b8ce7f4 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df[(df[\\\"Aholisi\\\"] > 1000000) & (df[\\\"Maydoni\\\"] < 10000)]\",\n  \"rows\": 4,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"Fargona viloyati\",\n          \"Namangan viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"Fargona shahri\",\n          \"Namangan shahri\",\n          \"Andijon shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1551,\n        \"min\": 4200,\n        \"max\": 7900,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          6800,\n          7900,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 570617,\n        \"min\": 1200000,\n        \"max\": 2597000,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          2597000,\n          1862000,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 55
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df[(df[\"Aholisi\"] > 1000000) & (df[\"Maydoni\"] < 10000)]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0wSvGpQGW6mG"
      },
      "source": [
        "### **15-mashq.**  Aholisi 1milliondan kam, lekin maydoni 10000kv.km dan ko'p hududlarni chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 56,
      "metadata": {
        "id": "O2YmDusGW6mG",
        "outputId": "bf232836-c428-4e01-936d-c5ce345f4f99",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 143
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                        Markaz  Maydoni  Aholisi\n",
              "Hudud                                           \n",
              "Jizzax viloyati  Jizzax shahri    20500   910500\n",
              "Navoiy viloyati  Navoiy shahri   110800   767500"
            ],
            "text/html": [
              "\n",
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Markaz</th>\n",
              "      <th>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Hudud</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Jizzax viloyati</th>\n",
              "      <td>Jizzax shahri</td>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Navoiy viloyati</th>\n",
              "      <td>Navoiy shahri</td>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
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              "\n",
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              "        document.querySelector('#df-905d2f1d-0bce-4084-8c53-964a41d269e2 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-905d2f1d-0bce-4084-8c53-964a41d269e2');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
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              "  </div>\n",
              "\n",
              "\n",
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              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
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              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-e9b47ced-65b8-4306-b246-6b02cc56fc07 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df[(df[\\\"Aholisi\\\"] < 1000000) & (df[\\\"Maydoni\\\"] > 10000)]\",\n  \"rows\": 2,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          \"Navoiy viloyati\",\n          \"Jizzax viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Markaz\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          \"Navoiy shahri\",\n          \"Jizzax shahri\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 63851,\n        \"min\": 20500,\n        \"max\": 110800,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          110800,\n          20500\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 101116,\n        \"min\": 767500,\n        \"max\": 910500,\n        \"num_unique_values\": 2,\n        \"samples\": [\n          767500,\n          910500\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 56
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df[(df[\"Aholisi\"] < 1000000) & (df[\"Maydoni\"] > 10000)]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8nQBc1j9W6mH"
      },
      "source": [
        "### **16-mashq.**  Yuqoridagi df dan `Markaz` ustunini tashlab yuboring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 59,
      "metadata": {
        "id": "bT2kqL91W6mH",
        "outputId": "297c137a-f6f2-4269-bc57-15695647f1e5",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 488
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                               Maydoni  Aholisi\n",
              "Hudud                                          \n",
              "Andijon viloyati                  4200  1899000\n",
              "Buxoro viloyati                  39400  1384700\n",
              "Fargona viloyati                  6800  2597000\n",
              "Jizzax viloyati                  20500   910500\n",
              "Xorazm viloyati                   6300  1200000\n",
              "Namangan viloyati                 7900  1862000\n",
              "Navoiy viloyati                 110800   767500\n",
              "Qashqadaryo viloyati             28400  2029000\n",
              "Qoraqalpogʻiston Respublikasi   160000  1200000\n",
              "Samarqand viloyati               16400  2322000\n",
              "Sirdaryo viloyati                 5100   648100\n",
              "Surxondaryo viloyati             20800  1676000\n",
              "Toshkent viloyati                15300  4450000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-d2aad951-23c8-476a-be42-f3be15151f2a\" class=\"colab-df-container\">\n",
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              "<style scoped>\n",
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              "\n",
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              "        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>Maydoni</th>\n",
              "      <th>Aholisi</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Hudud</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>Andijon viloyati</th>\n",
              "      <td>4200</td>\n",
              "      <td>1899000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Buxoro viloyati</th>\n",
              "      <td>39400</td>\n",
              "      <td>1384700</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Fargona viloyati</th>\n",
              "      <td>6800</td>\n",
              "      <td>2597000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Jizzax viloyati</th>\n",
              "      <td>20500</td>\n",
              "      <td>910500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Xorazm viloyati</th>\n",
              "      <td>6300</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Namangan viloyati</th>\n",
              "      <td>7900</td>\n",
              "      <td>1862000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Navoiy viloyati</th>\n",
              "      <td>110800</td>\n",
              "      <td>767500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Qashqadaryo viloyati</th>\n",
              "      <td>28400</td>\n",
              "      <td>2029000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Qoraqalpogʻiston Respublikasi</th>\n",
              "      <td>160000</td>\n",
              "      <td>1200000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Samarqand viloyati</th>\n",
              "      <td>16400</td>\n",
              "      <td>2322000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Sirdaryo viloyati</th>\n",
              "      <td>5100</td>\n",
              "      <td>648100</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Surxondaryo viloyati</th>\n",
              "      <td>20800</td>\n",
              "      <td>1676000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>Toshkent viloyati</th>\n",
              "      <td>15300</td>\n",
              "      <td>4450000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-d2aad951-23c8-476a-be42-f3be15151f2a')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-d2aad951-23c8-476a-be42-f3be15151f2a button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-d2aad951-23c8-476a-be42-f3be15151f2a');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-92915de3-17ef-41ae-bec8-c50bf2aec29b\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-92915de3-17ef-41ae-bec8-c50bf2aec29b')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-92915de3-17ef-41ae-bec8-c50bf2aec29b button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 13,\n  \"fields\": [\n    {\n      \"column\": \"Hudud\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 13,\n        \"samples\": [\n          \"Surxondaryo viloyati\",\n          \"Samarqand viloyati\",\n          \"Andijon viloyati\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Maydoni\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 47224,\n        \"min\": 4200,\n        \"max\": 160000,\n        \"num_unique_values\": 13,\n        \"samples\": [\n          20800,\n          16400,\n          4200\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Aholisi\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 1003012,\n        \"min\": 648100,\n        \"max\": 4450000,\n        \"num_unique_values\": 12,\n        \"samples\": [\n          1676000,\n          648100,\n          1899000\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 59
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.drop([\"Markaz\"], axis = 1)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WOHKB6d_W6mH"
      },
      "source": [
        "### **17-mashq.**  Yuqoridagi df dan Sirdaryo viloyati aholisini chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 61,
      "metadata": {
        "id": "-6PktsabW6mI",
        "outputId": "957e5b60-3f32-429c-c2cb-1a4e4a8c57ff",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "648100"
            ]
          },
          "metadata": {},
          "execution_count": 61
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.at[\"Sirdaryo viloyati\", \"Aholisi\"]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "BZNFrYAJW6mI"
      },
      "source": [
        "### **18-mashq.**  Yuqoridagi df dan Buxoro viloyati maydonini chiqaring"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 64,
      "metadata": {
        "id": "GFFhEQngW6mJ",
        "outputId": "fdde80fe-380e-4e01-8a3d-90e4bbf68339",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "39400"
            ]
          },
          "metadata": {},
          "execution_count": 64
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "df.at[\"Buxoro viloyati\", \"Maydoni\"]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "code_folding": [
          0
        ],
        "scrolled": true,
        "id": "w8zlHD0YW6mJ",
        "outputId": "9ccc4d01-d3ff-43ae-bdae-0d06a8f9326a"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "39400"
            ]
          },
          "execution_count": 103,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "#@title **To'g'ri javob**\n",
        "df.at['Buxoro viloyati','Maydoni']"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kACkAAvsW6mK"
      },
      "source": [
        "### **19-mashq.**  Yuqoridagi df dan Toshkent viloyati maydoni O'zbekiston Respublikasining necha fozini tashkil qilishini toping"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 68,
      "metadata": {
        "id": "ntT7Muw3W6mK",
        "outputId": "1bd99ba2-17bd-4c55-c849-1b53737126de",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Toshkent viloyati maydoni: 15300 kv.km\n",
            "O'zbekiston Respublikasi maydoni: 441900 kv.km\n",
            "Toshkent viloyati maydoni O'zbekiston respublikasining 3% ni tashkil qiladi\n"
          ]
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "toshkent_hudud = df.at[\"Toshkent viloyati\", \"Maydoni\"]\n",
        "uzbekistan_hudud = sum(df.Maydoni)\n",
        "print(f\"Toshkent viloyati maydoni: {toshkent_hudud} kv.km\")\n",
        "print(f\"O'zbekiston Respublikasi maydoni: {uzbekistan_hudud} kv.km\")\n",
        "print(f\"Toshkent viloyati maydoni O'zbekiston respublikasining {round((toshkent_hudud/uzbekistan_hudud)*100)}% ni tashkil qiladi\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0vti0SGdW6mK"
      },
      "source": [
        "### **20-mashq.**  Yuqoridagi df dan Toshkent viloyati aholisi O'zbekiston Respublikasining necha fozini tashkil qilishini toping"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 71,
      "metadata": {
        "id": "bWiuG4A3W6mK",
        "outputId": "00dc6442-c772-4476-ebd3-743364fcca36",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Toshkent viloyati aholisi: 4450000 ta\n",
            "O'zbekiston Respublikasi aholisi: 22945800 ta\n",
            "Toshkent viloyati aholisi O'zbekiston respublikasining 19% ni tashkil qiladi\n"
          ]
        }
      ],
      "source": [
        "# Javobni shuyerga yozing\n",
        "toshkent_aholi = df.at[\"Toshkent viloyati\", \"Aholisi\"]\n",
        "uzbekistan_aholi = sum(df.Aholisi)\n",
        "print(f\"Toshkent viloyati aholisi: {toshkent_aholi} ta\")\n",
        "print(f\"O'zbekiston Respublikasi aholisi: {uzbekistan_aholi} ta\")\n",
        "print(f\"Toshkent viloyati aholisi O'zbekiston respublikasining {round((toshkent_aholi/uzbekistan_aholi)*100)}% ni tashkil qiladi\")"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.8"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}