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{
 "cells": [
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   "cell_type": "markdown",
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   "source": [
    "# Read Me"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The focus of this project was determine the following:\n",
    "* Does time of day have a statistically significant correlation with number of A's earned in courses?\n",
    "* Are STEM courses statistically signifcant for # of A's given during Morning courses?\n",
    "\n",
    "In approaching the above questions the following were also considered and examined:\n",
    "* Are STEM classes equally distributed over morning and evening classes?\n",
    "* Is there a relationship between time of day and if the course is STEM or not?\n",
    "* Are STEM courses statistically signifcant for # of A's given during Morning courses?\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## File Summary \n",
    "#### Data.zip\n",
    "Contains data used in this project\n",
    "* Course_Offerings.csv\n",
    "* Grad_Distributions.csv\n",
    "* Schedules.csv\n",
    "* Sections.csv\n",
    "\n",
    "#### Time_of_day\n",
    "* Importing and combining data through appropriate mergs and joins\n",
    "* Check data for normality \n",
    "* Purposeful EDA\n",
    "* Question 1: Does time of day have a statistically significant correlation with number of A's earned in courses?\n",
    "* Question 2: Are STEM classes equally distributed over morning and evening classes?\n",
    "* Question 3: Is there a relationship between time of day and if the course is STEM or not?\n",
    "* Question 4: Do STEM fields have a statistically significant difference in the number of A's earned compared to the humanities?\n",
    "* Questions 5: Are STEM courses statistically signifcant for # of A's given during Morning courses?\n",
    "\n",
    "#### UWMadisonPresntation\n",
    "\n",
    "Final powerpoint presentation showing difference in distribution, hypothesis tests and results. \n"
   ]
  }
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