example2.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "IZJ3n7KLjNXn"
      },
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "VIS1_MEAN = 382.7\n",
        "AUD1_MEAN = 624.4\n",
        "VIS1_STD = 14\n",
        "AUD1_STD = 12"
      ],
      "metadata": {
        "id": "mIfbawrVjUG4"
      },
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# build a bar plot\n",
        "plt.bar(['Person 1 Visual', 'Person 1 Auditory'],[VIS1_MEAN, AUD1_MEAN], yerr=[VIS1_STD, AUD1_STD], capsize=10)\n",
        "plt.ylabel('Speed (msec)')\n",
        "plt.xlabel(\"Reflex Type\")\n",
        "plt.title('Reflex Speed, Visual vs. Auditory')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 489
        },
        "id": "iheElVwpjYUx",
        "outputId": "84a571a0-fceb-4a52-f101-51c0889e4421"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'Reflex Speed, Visual vs. Auditory')"
            ]
          },
          "metadata": {},
          "execution_count": 5
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "pkRBmXMmjyaX"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}