03_ab_testing_course_pregnancy.ipynb

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      "authorship_tag": "ABX9TyOcGN2jSw5TPDZn3Wlu6CYo",
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      "name": "python3",
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
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      "source": [
        "<a href=\"https://colab.research.google.com/github/glebmikha/ab-testing-course/blob/main/03_ab_testing_course_pregnancy.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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    },
    {
      "cell_type": "markdown",
      "source": [
        "Мой Telegram-канал: https://t.me/mikhaylovgleb"
      ],
      "metadata": {
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      "metadata": {
        "id": "96rXJWQLstbZ"
      },
      "outputs": [],
      "source": [
        "import pandas as pd"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "https://drive.google.com/file/d/1T-nWdDdnjNWHjuwHvFaTQqlQ8ewz9hYI/view?usp=sharing"
      ],
      "metadata": {
        "id": "r6-uCoDZs3Im"
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    },
    {
      "cell_type": "code",
      "source": [
        "! pip install gdown==v4.6.3"
      ],
      "metadata": {
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        "id": "WT8ryfSC0ZDD",
        "outputId": "d44a1f17-5b50-449d-d348-3964bb2065de"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting gdown==v4.6.3\n",
            "  Downloading gdown-4.6.3-py3-none-any.whl (14 kB)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from gdown==v4.6.3) (3.13.1)\n",
            "Requirement already satisfied: requests[socks] in /usr/local/lib/python3.10/dist-packages (from gdown==v4.6.3) (2.31.0)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.10/dist-packages (from gdown==v4.6.3) (1.16.0)\n",
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from gdown==v4.6.3) (4.66.1)\n",
            "Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.10/dist-packages (from gdown==v4.6.3) (4.11.2)\n",
            "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4->gdown==v4.6.3) (2.5)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests[socks]->gdown==v4.6.3) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests[socks]->gdown==v4.6.3) (3.6)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests[socks]->gdown==v4.6.3) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests[socks]->gdown==v4.6.3) (2023.11.17)\n",
            "Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /usr/local/lib/python3.10/dist-packages (from requests[socks]->gdown==v4.6.3) (1.7.1)\n",
            "Installing collected packages: gdown\n",
            "  Attempting uninstall: gdown\n",
            "    Found existing installation: gdown 4.6.6\n",
            "    Uninstalling gdown-4.6.6:\n",
            "      Successfully uninstalled gdown-4.6.6\n",
            "Successfully installed gdown-4.6.3\n"
          ]
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    {
      "cell_type": "code",
      "source": [
        "! gdown 1T-nWdDdnjNWHjuwHvFaTQqlQ8ewz9hYI"
      ],
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        "colab": {
          "base_uri": "https://localhost:8080/"
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        "id": "BWhNMvtGs4_b",
        "outputId": "49e49a3c-fbc5-4f88-d91d-d63f4918f43a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=1T-nWdDdnjNWHjuwHvFaTQqlQ8ewz9hYI\n",
            "To: /content/pregnancy.csv\n",
            "\r  0% 0.00/60.0k [00:00<?, ?B/s]\r100% 60.0k/60.0k [00:00<00:00, 47.0MB/s]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df = pd.read_csv('/content/pregnancy.csv')"
      ],
      "metadata": {
        "id": "5iepRWPjs6EV"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "len(df)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5mzHvP08s-Ek",
        "outputId": "d30cd966-4691-4b88-8330-7490dae12ec4"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "10000"
            ]
          },
          "metadata": {},
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "bs_t3nE6s_k3",
        "outputId": "38a0b07a-643d-459a-e77d-02ba441f9cd9"
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      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   y_true  y_pred1  y_pred2\n",
              "0       0        0        0\n",
              "1       1        1        1\n",
              "2       1        1        1\n",
              "3       0        1        0\n",
              "4       1        1        1"
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          "metadata": {},
          "execution_count": 6
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    },
    {
      "cell_type": "markdown",
      "source": [
        "Мой Telegram-канал: https://t.me/mikhaylovgleb"
      ],
      "metadata": {
        "id": "hEONsx5J-Eqq"
      }
    }
  ]
}