{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# EDA lesson exercises\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise 1 {.unnumbered}\n", "\n", "What is split-apply-combine and why is it important that a data set is tidy when doing split-apply-combine operations?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise 2 {.unnumbered}\n", "\n", "What is the difference between joining and concatenating data frames?\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise 3 {.unnumbered}\n", "\n", "Describe the difference between categorical and quantitative variables. How are they fundamentally different in the way we plot them?\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise 4 {.unnumbered}\n", "\n", "Give pros and cons for using a histogram for display of repeated measurements. Then give pros and cons for using an ECDF.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exercise 5 {.unnumbered}\n", "\n", "Write down any questions or points of confusion that you have." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 4 }