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misterhay/turtle-ds-hackathon.ipynb

Last active July 17, 2023 15:10
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Notebook for a turtles and data science hackathon
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turtle-ds-hackathon.ipynb
{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"![Callysto.ca Banner](https://github.com/callysto/curriculum-notebooks/blob/master/callysto-notebook-banner-top.jpg?raw=true)\n",
"\n",
"<a href=\"https://hub.callysto.ca/jupyter/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgist.github.com%2F4e931474e69769b89f0489ace4165623.git&branch=main&urlpath=notebooks/4e931474e69769b89f0489ace4165623.git/turtle-ds-hackathon.ipynb&depth=1\" target=\"_parent\"><img src=\"https://raw.githubusercontent.com/callysto/curriculum-notebooks/master/open-in-callysto-button.svg?sanitize=true\" width=\"123\" height=\"24\" alt=\"Open in Callysto\"></a>"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Turtle and Data Science Hackathon Notebook\n",
"\n",
"Team Name: \n",
"\n",
"School: "
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"## Introduction\n",
"\n",
"[Turtle graphics](https://en.wikipedia.org/wiki/Turtle_graphics) have been used for learning about programming and computational thinking. We will use them as a fun way to learn about [Python](https://www.python.org) programming and [Jupyter notebooks](https://jupyter.org).\n",
"\n",
"## Turtle Commands\n",
"\n",
"Click on the code cell below, then click the `▶Run` button to run the Python code. It will import `Turtle` from the [mobilechelonian]((https://github.com/takluyver/mobilechelonian)) library, then create a new turtle drawing canvas."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"from mobilechelonian import Turtle\n",
"t = Turtle()\n",
"t.speed(10)\n",
"t.forward(50)"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"Assuming that your turtle is named `t`, here are the possible commands you can use.\n",
"\n",
"|Command|Description|Example|\n",
"|-|-|-|\n",
"|`t.speed(integer)`|speed of your turtle, from 1 to 10|`t.speed(10)`|\n",
"|`t.right(degrees)`|turn turtle right a certain number of degrees|`t.right(90)`|\n",
"|`t.left(degrees)`|turn turtle left a certain number of degrees|`t.left(45)`|\n",
"|`t.forward(units)`|move your turtle forward a certain number of pixels|`t.forward(100)`|\n",
"|`t.backward(units)`|move your turtle backward a certain number of pixels|`t.backward(20)`|\n",
"|`t.circle(r, degrees)`|have your turtle draw a piece of a circle of radius r, through some number of degrees|`t.circle(40, 360)`|\n",
"|`t.penup()`|now your turtle can move without drawing lines|`t.penup()`|\n",
"|`t.pendown()`|make your turtle draw lines again|`t.pendown()`|\n",
"|`t.pencolor('color')`|color of your turtle’s line using a [color name](https://www.w3schools.com/colors/colors_names.asp)|`t.pencolor('blue')`|\n",
"|`t.pencolor('rgb(R, G, B)')`|color of your turtle’s line using red, green, and blue values from 0 to 255|`t.pencolor('rgb(0, 255, 100)')`|\n",
"|`t.setposition(x, y)`|move the turtle to a specific position. (0,0) is the top left and (400, 400) is the bottom right|`t.setposition(100, 250)`|\n",
"|`t.home()`|move the turtle back to the center of the screen|`t.home()`|\n",
"|`t.setbearing(degrees)`|set the turtle’s heading to a specific number of degrees|`t.setheading(90)`|\n",
"\n",
"For inspiration you can check out [this example](https://github.com/callysto/TMTeachingTurtles/blob/jupyter-turtles-art-contest/turtles-cool-art-demo.ipynb).\n",
"\n",
"The challenges below do not need to be completed in a particular order. Notify a supervisor when you have accomplished one so they can award you points."
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"## Beginner Challenges\n",
"\n",
"These challenges are worth 2 points each.\n",
"\n",
"1. draw a red rectangle"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"2. draw a green triangle"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"3. draw a blue circle"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"4. draw a purple pentagon"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"5. draw a yellow star"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"6. draw a cyan arrow"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"7. draw an orange parallelogram"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"8. draw a magenta hexagon"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"9. draw a face"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"10. draw the symbol π"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"## Intermediate Challenges\n",
"\n",
"These challenges are worth 5 points each.\n",
"\n",
"1. draw a pink heart"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"2. draw a Venn diagram"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"3. draw a right angle triangle with the RGB color `(205, 133, 63)`"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"4. draw an equilateral triangle with a perimeter of 90 pixels"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"5. draw a semi-circle with two different colors"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"6. draw a silver crescent"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"7. draw Pac-Man: [click here](https://en.wikipedia.org/wiki/Pac-Man)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"8. draw a house like this:\n",
"\n",
"![turtle house](https://raw.githubusercontent.com/callysto/hackathon/master/HackathonNotebooks/Turtles/images/turtle-house.png)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"9. draw a house with a door, a window, a chimney and a background scene"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"10. draw a simple black flower like this:\n",
"\n",
"![simple black flower](https://raw.githubusercontent.com/callysto/hackathon/master/HackathonNotebooks/Turtles/images/turtle-simple-black-flower.png)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"11. draw a black flower like this:\n",
"\n",
"![black flower](https://raw.githubusercontent.com/callysto/hackathon/master/HackathonNotebooks/Turtles/images/turtle-black-flower.png)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"12. use [loops](https://www.w3schools.com/python/python_for_loops.asp) in a drawing.\n",
"\n",
"---\n",
"*Code Help: Example of how to use a loop in Python*\n",
"\n",
"```\n",
"for i in range(4): # lines that are indented are part of the loop\n",
" t.forward(100)\n",
" t.left(90)\n",
"```\n",
"---"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"13. use [nested loops](https://www.w3schools.com/python/gloss_python_for_nested.asp), which are loops within loops, in a drawing"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"14. use [functions](https://www.w3schools.com/python/python_functions.asp) in a drawing\n",
"\n",
"---\n",
"*Code Help: Example of how to use a function in Python*\n",
"```\n",
"# define a function to draw a square, use the above code\n",
"def square():\n",
" for i in range(4):\n",
" t.forward(100)\n",
" t.left(90)\n",
"\n",
"# call the function to draw a square, no need to indent\n",
"square()\n",
"t.right(90)\n",
"square()\n",
"t.right(90)\n",
"```\n",
"---"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"15. draw an emoji"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"16. complete this [Callysto survey](https://docs.google.com/forms/d/e/1FAIpQLSd0Ih8x_dHS1FDfw4WYwcZAirwagfkbqoB9_WO1XoV5WqAi3Q/viewform) and show the \"form submitted\" page to a supervisor"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"## Advanced Challenges\n",
"\n",
"These challenges are worth 15 points each.\n",
"\n",
"1. draw a pointy coloured flower like this:\n",
"\n",
"![pointy coloured flower](https://raw.githubusercontent.com/callysto/hackathon/master/HackathonNotebooks/Turtles/images/turtle-pointy-flower.png)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"2. draw a **full** maple leaf using the code below as a starting point"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n",
"\n",
"def half_leaf():\n",
" t.penup()\n",
" t.setposition(200,200)\n",
" t.pendown()\n",
" \n",
" t.left(90)\n",
" t.forward(50)\n",
"\n",
" t.right(100)\n",
" t.forward(50)\n",
"\n",
" t.left(130)\n",
" t.forward(20)\n",
"\n",
" t.right(90)\n",
" t.forward(50)\n",
"\n",
" t.left(100)\n",
" t.forward(15)\n",
"\n",
" t.right(80)\n",
" t.forward(30)\n",
"\n",
" t.left(130)\n",
" t.forward(30)\n",
"\n",
" t.right(90)\n",
" t.forward(15)\n",
"\n",
" t.left(120)\n",
" t.forward(40)\n",
"\n",
" t.right(120)\n",
" t.forward(50)\n",
"\n",
" t.left(120)\n",
" t.forward(15)\n",
"\n",
" t.right(90)\n",
" t.forward(30)\n",
"\n",
"color_list = ['red', 'orange', 'yellow', 'green', 'blue', 'violet']\n",
"\n",
"for color in color_list:\n",
" t.pencolor(color)\n",
" half_leaf()\n",
" t.right(60)\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"3. draw a landscape scene with multiple colours"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"4. write your name or nickname with a turtle"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"5. draw a one-octave piano keyboard"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"### Advanced Data Science Challenges Introduction\n",
"\n",
"Click on the code cell below, then click the `▶Run` button to import the [pandas](https://pandas.pydata.org) library and some made-up data from a pet adoption facility."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"import pandas as pd\n",
"pets = pd.read_csv('https://raw.githubusercontent.com/callysto/hackathon/master/PrepMaterials/pets.csv')\n",
"pets"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"The `.shape` command shows the number of rows and columns."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"pets.shape"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"The `.columns` command shows the number of rows and columns."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"pets.columns"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"We can select and display just one column using square brackets."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"pets[['Species']]"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"You can select multiple columns by separating the column names with commas."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"pets[['Species','Gender']]"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"By default, `.head()` displays the first 5 rows.\n",
"\n",
"You can also try things like:\n",
"\n",
"`.head(10)`\n",
"\n",
"`.tail(2)`\n",
"\n",
"`.tail(17)`"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"pets.head()"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"## Advanced Data Science Challenges\n",
"\n",
"These challenges are also worth 15 points each.\n",
"\n",
"6. Basic operations: after running the code cells above:\n",
" * in the cell below, uncomment the code (remove the `#` sign)\n",
" * change \"column1\", \"column2\", and \"column3\" to \"Species\", \"Fixed\", and \"Time to Adoption (weeks)\" to get these 3 columns\n",
" * `▶Run` the cell to display the data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"#pets[[\"column1\",\"column2\",\"column3\"]]"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"* You can filter the data, for example to show only dogs, using `pets[\"Column\"] == \"something\"`. For example, `pets[pets[\"Species\"] == \"dog\"]`.\n",
"* Note that the `==` sign means \"check if it is equal to\" rather than asigning a value to a variable.\n",
"* You can also use \"is not equal to\" `!=`, for example `pets[pets[\"Species\"] != \"dog\"]`\n",
"* If you want two or more conditions, use the `&` symbol and put each condition in parenthesis, for example `pets[ (pets[\"Gender\"]==\"female\") & (pets[\"Age (years)\"]>3) ]`\n",
"* To use \"or\" instead of \"and\", use the `|` symbol, for example `pets[ (pets[\"Fixed\"]==True) | (pets[\"Legs\"]>4) ]`\n",
"\n",
"7. Select or filter data from columns by condition\n",
" * In the cell below, uncomment the code (remove the `#` sign)\n",
" * Change the cell below to get a subset of the data where \"Fixed\" is equal to True **and** \"Time to Adoption (weeks)\" is less than 5\n",
" * Click the `▶Run` button to display the data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"#pets[ (pets[\"\"] == 0) | (pets[\"\"] == 0) ]"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"* You can sort data in the dataframe, for example `pets.sort_values('Age (years)')`\n",
"* By default it sort in ascending order (smallest to largest), but you can change that, for example `pets.sort_values('Age (years)', ascending=False)`\n",
"* You can also sort by multple columns, for example to sort by age and then by time to adoption: `pets.sort_values(['Age (years)','Time to Adoption (weeks)'])`\n",
"\n",
"8. Sorting data\n",
" * Write code below to sort the pets dataframe by age and species\n",
" * Click the `▶Run` button to display the data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": []
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"9. Create a visualization from the pets dataframe\n",
" * Use this [**link**](https://github.com/callysto/data-science-and-artificial-intelligence/blob/main/04-visualizations.ipynb) to view the different types of visualizations and code examples to create your **own** visualizations from the pets data.\n",
" * You can get points for each of the following visualiization types."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"import plotly.express as px\n",
"import pandas as pd\n",
"pd.read_csv('https://raw.githubusercontent.com/callysto/hackathon/master/PrepMaterials/pets.csv')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"### Bar Graph"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"### Line Graph"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": []
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"### Scatter Plot"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": []
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"### Pie Chart"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"10. Use a [dataframe to create a turtle drawing](https://github.com/callysto/TMTeachingTurtles/blob/master/TMDataTurtles/turtles-and-data-student.ipynb)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"deletable":false,
"editable":true
},
"outputs": [],
"source": [
"import pandas as pd\n",
"df = pd.read_csv('https://raw.githubusercontent.com/callysto/hackathon/master/HackathonNotebooks/Turtles/turtles-drawings.csv')\n",
"\n",
"t = Turtle()\n",
"t.speed(10)\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"11. Use [this form](https://forms.gle/fUwREoMutHLWdwb47) to submit your:\n",
"* Team name\n",
"* Team member name(s)\n",
"* Answers to the reflection questions:\n",
" 1. What are two things you have learned during this hackathon?\n",
" 1. Which visualization or artwork do you consider your best, and why?\n",
" 1. What was the most challenging obstacle you encountered and successfully overcame during the hackathon?"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {
"deletable":false,
"editable":false
},
"source": [
"[![Callysto.ca License](https://github.com/callysto/curriculum-notebooks/blob/master/callysto-notebook-banner-bottom.jpg?raw=true)](https://github.com/callysto/curriculum-notebooks/blob/master/LICENSE.md)"
]
}
],
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