{ "cells": [ { "cell_type": "markdown", "id": "30b15e0f-af82-4ec9-be72-109a2f6ab76b", "metadata": {}, "source": [ "# Visualizing Relationships\n", "\n", "![Visualizing Relationships](../images/data_visualization/visualizing_relationships.png)\n", "\n", "Continuing with the nature focus of our research, let's discover interesting visualizations to show the relationships between various types of honey, according to a dataset derived from the [United States Department of Agriculture](https://www.nass.usda.gov/About_NASS/index.php).\n", "\n", "This dataset of about 600 items displays honey production in many U.S. states. So, for example, you can look at the number of colonies, yield per colony, total production, stocks, price per pound, and value of the honey produced in a given state from 1998-2012, with one row per year for each state.\n", "\n", "It will be interesting to visualize the relationship between a given state's production per year and, for example, the price of honey in that state. Alternately, you could visualize the relationship between states' honey yield per colony. This year span covers the devastating 'CCD' or 'Colony Collapse Disorder' first seen in 2006 (http://npic.orst.edu/envir/ccd.html), so it is a poignant dataset to study. 🐝" ] }, { "cell_type": "markdown", "id": "5effa013-a9a0-4b87-9f75-52b4e02ec043", "metadata": {}, "source": [ "## Scatterplots\n", "\n", "Use a scatterplot to show how the price of honey has evolved, year over year, per state. Seaborn, using relplot, conveniently groups the state data and displays data points for both categorical and numeric data.\n", "\n", "Let's start by importing the data and Seaborn:" ] }, { "cell_type": "code", "execution_count": 1, "id": "6499cee3-1cbe-49b9-8bf9-06e9cdbbbe96", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
statenumcolyieldpercoltotalprodstockspriceperlbprodvalueyear
0AL16000.0711136000.0159000.00.72818000.01998
1AZ55000.0603300000.01485000.00.642112000.01998
2AR53000.0653445000.01688000.00.592033000.01998
3CA450000.08337350000.012326000.00.6223157000.01998
4CO27000.0721944000.01594000.00.701361000.01998
\n", "
" ], "text/plain": [ " state numcol yieldpercol totalprod stocks priceperlb \\\n", "0 AL 16000.0 71 1136000.0 159000.0 0.72 \n", "1 AZ 55000.0 60 3300000.0 1485000.0 0.64 \n", "2 AR 53000.0 65 3445000.0 1688000.0 0.59 \n", "3 CA 450000.0 83 37350000.0 12326000.0 0.62 \n", "4 CO 27000.0 72 1944000.0 1594000.0 0.70 \n", "\n", " prodvalue year \n", "0 818000.0 1998 \n", "1 2112000.0 1998 \n", "2 2033000.0 1998 \n", "3 23157000.0 1998 \n", "4 1361000.0 1998 " ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import seaborn as sns\n", "\n", "# reset seaborn theme\n", "sns.set_theme()\n", "\n", "honey = pd.read_csv(\"../../data/honey.csv\")\n", "honey.head()" ] }, { "cell_type": "markdown", "id": "bd236837-a4b4-48aa-87ad-8861ff3a586d", "metadata": {}, "source": [ "You notice that the honey data has several interesting columns, including year and price per pound. Let's explore this data, grouped by U.S. state.\n", "\n", "Create a basic scatterplot to show the relationship between the price per pound of honey and its U.S. state of origin. Make the y axis tall enough to display all the states:" ] }, { "cell_type": "code", "execution_count": 2, "id": "9e0f0a77-f6c2-4de6-b519-98ad32ad2b03", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.relplot(x=\"priceperlb\", y=\"state\", data=honey, height=15, aspect=0.5);" ] }, { "cell_type": "markdown", "id": "f2ac2fdc-942b-416b-9fab-e08d2abbb859", "metadata": {}, "source": [ "Now, show the same data with a honey color scheme to show how the price evolves over the years. You can do this by adding a 'hue' parameter to show the change, year over year:\n", "\n", "> ✅ Learn more about the [color palettes you can use in Seaborn](https://seaborn.pydata.org/tutorial/color_palettes.html) - try a beautiful rainbow color scheme!" ] }, { "cell_type": "code", "execution_count": 3, "id": "267f12de-70c4-40e7-89d1-2b2b7e0b1056", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.relplot(\n", " x=\"priceperlb\",\n", " y=\"state\",\n", " hue=\"year\",\n", " palette=\"YlOrBr\",\n", " data=honey,\n", " height=15,\n", " aspect=0.5,\n", ");" ] }, { "cell_type": "markdown", "id": "bfccb748-0083-4c1d-b5e4-1274a7b86130", "metadata": {}, "source": [ "With this color scheme change, you can see that there's obviously a strong progression over the years in terms of honey price per pound. Indeed, if you look at a sample set in the data to verify (pick a given state, Arizona for example) you can see a pattern of price increases year over year, with few exceptions:\n", "\n", "| state | numcol | yieldpercol | totalprod | stocks | priceperlb | prodvalue | year |\n", "| ----- | ------ | ----------- | --------- | ------- | ---------- | --------- | ---- |\n", "| AZ | 55000 | 60 | 3300000 | 1485000 | 0.64 | 2112000 | 1998 |\n", "| AZ | 52000 | 62 | 3224000 | 1548000 | 0.62 | 1999000 | 1999 |\n", "| AZ | 40000 | 59 | 2360000 | 1322000 | 0.73 | 1723000 | 2000 |\n", "| AZ | 43000 | 59 | 2537000 | 1142000 | 0.72 | 1827000 | 2001 |\n", "| AZ | 38000 | 63 | 2394000 | 1197000 | 1.08 | 2586000 | 2002 |\n", "| AZ | 35000 | 72 | 2520000 | 983000 | 1.34 | 3377000 | 2003 |\n", "| AZ | 32000 | 55 | 1760000 | 774000 | 1.11 | 1954000 | 2004 |\n", "| AZ | 36000 | 50 | 1800000 | 720000 | 1.04 | 1872000 | 2005 |\n", "| AZ | 30000 | 65 | 1950000 | 839000 | 0.91 | 1775000 | 2006 |\n", "| AZ | 30000 | 64 | 1920000 | 902000 | 1.26 | 2419000 | 2007 |\n", "| AZ | 25000 | 64 | 1600000 | 336000 | 1.26 | 2016000 | 2008 |\n", "| AZ | 20000 | 52 | 1040000 | 562000 | 1.45 | 1508000 | 2009 |\n", "| AZ | 24000 | 77 | 1848000 | 665000 | 1.52 | 2809000 | 2010 |\n", "| AZ | 23000 | 53 | 1219000 | 427000 | 1.55 | 1889000 | 2011 |\n", "| AZ | 22000 | 46 | 1012000 | 253000 | 1.79 | 1811000 | 2012 |\n", "\n", "Another way to visualize this progression is to use size, rather than color. For colorblind users, this might be a better option. Edit your visualization to show an increase of price by an increase in dot circumference:" ] }, { "cell_type": "code", "execution_count": 4, "id": "029ab5d8-e787-451d-ab91-7e93e5b3780b", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.relplot(x=\"priceperlb\", y=\"state\", size=\"year\", data=honey, height=15, aspect=0.5);" ] }, { "cell_type": "markdown", "id": "6538e0c2-d1f1-4059-91df-c2a0c134f171", "metadata": {}, "source": [ "You can see the size of the dots gradually increasing.\n", "\n", "Is this a simple case of supply and demand? Due to factors such as climate change and colony collapse, is there less honey available for purchase year over year, and thus the price increases?\n", "\n", "To discover a correlation between some of the variables in this dataset, let's explore some line charts." ] }, { "cell_type": "markdown", "id": "865cde1d-0963-470d-9a4d-c85d56430ff3", "metadata": {}, "source": [ "## Line charts\n", "\n", "Question: Is there a clear rise in price of honey per pound year over year? You can most easily discover that by creating a single line chart:" ] }, { "cell_type": "code", "execution_count": 5, "id": "46a61685-c229-4352-bfd6-357b8e44515c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.relplot(x=\"year\", y=\"priceperlb\", kind=\"line\", data=honey)" ] }, { "cell_type": "markdown", "id": "257c8dc8-dbfc-4b98-8a91-8fbc9763806a", "metadata": {}, "source": [ "Answer: Yes, with some exceptions around the year 2003.\n", "\n", "✅ Because Seaborn is aggregating data around one line, it displays \"the multiple measurements at each x value by plotting the mean and the 95% confidence interval around the mean\". [Source](https://seaborn.pydata.org/tutorial/relational.html). This time-consuming behavior can be disabled by adding ci=None.\n", "\n", "Question: Well, in 2003 can we also see a spike in the honey supply? What if you look at total production year over year?" ] }, { "cell_type": "code", "execution_count": 6, "id": "2d75b20e-b347-4622-959a-bf8986ff9ee0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.relplot(x=\"year\", y=\"totalprod\", kind=\"line\", data=honey)" ] }, { "cell_type": "markdown", "id": "f3d30acd-09f6-4843-b77d-ded8d157095d", "metadata": {}, "source": [ "Answer: Not really. If you look at total production, it actually seems to have increased in that particular year, even though generally speaking the amount of honey being produced is in decline during these years.\n", "\n", "Question: In that case, what could have caused that spike in the price of honey around 2003?\n", "\n", "To discover this, you can explore a facet grid." ] }, { "cell_type": "markdown", "id": "6a444f3d-aad9-4bd7-b698-de4f33f15a61", "metadata": {}, "source": [ "## Facet grids\n", "\n", "Facet grids take one facet of your dataset (in our case, you can choose 'year' to avoid having too many facets produced). Seaborn can then make a plot for each of those facets of your chosen x and y coordinates for more easy visual comparison. Does 2003 stand out in this type of comparison?\n", "\n", "Create a facet grid by continuing to use relplot as recommended by [Seaborn's documentation](https://seaborn.pydata.org/generated/seaborn.FacetGrid.html?highlight=facetgrid#seaborn.FacetGrid)." ] }, { "cell_type": "code", "execution_count": 7, "id": "6e2b3dce-b69e-4187-96ed-b6b5220b3d55", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.relplot(\n", " data=honey, x=\"yieldpercol\", y=\"numcol\", col=\"year\", col_wrap=3, kind=\"line\"\n", ")" ] }, { "cell_type": "markdown", "id": "1198f827-d94c-422e-947b-3ea1bc9d3c25", "metadata": {}, "source": [ "In this visualization, you can compare the yield per colony and number of colonies year over year, side by side with a wrap set at 3 for the columns.\n", "\n", "For this dataset, nothing particularly stands out with regards to the number of colonies and their yield, year over year and state over state." ] }, { "cell_type": "markdown", "id": "1bc0bfd0-1436-4378-842f-c7e42d4434d4", "metadata": {}, "source": [ "## Dual-line plots\n", "\n", "Try a multiline plot by superimposing two lineplots on top of each other, using Seaborn's 'despine' to remove their top and right spines, and using `ax.twinx` [derived from Matplotlib](https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.twinx.html). Twinx allows a chart to share the x axis and display two y axes. So, display the yield per colony and number of colonies, superimposed:" ] }, { "cell_type": "code", "execution_count": 8, "id": "790fdd72-1184-4456-b6af-dfa5f5b85a20", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6))\n", "lineplot = sns.lineplot(\n", " x=honey[\"year\"],\n", " y=honey[\"numcol\"],\n", " data=honey,\n", " label=\"Number of bee colonies\",\n", " legend=False,\n", ")\n", "sns.despine()\n", "plt.ylabel(\"# colonies\")\n", "plt.title(\"Honey Production Year over Year\")\n", "\n", "ax2 = ax.twinx()\n", "lineplot2 = sns.lineplot(\n", " x=honey[\"year\"],\n", " y=honey[\"yieldpercol\"],\n", " ax=ax2,\n", " color=\"r\",\n", " label=\"Yield per colony\",\n", " legend=False,\n", ")\n", "sns.despine(right=False)\n", "plt.ylabel(\"colony yield\")\n", "ax.figure.legend();" ] }, { "cell_type": "markdown", "id": "95412b22-007b-4af1-b1ee-1ec719b68745", "metadata": {}, "source": [ "While nothing jumps out to the eye around the year 2003, it does allow us to end this lesson on a little happier note: while there are overall a declining number of colonies, the number of colonies is stabilizing even if their yield per colony is decreasing.\n", "\n", "Go, bees, go!\n", "\n", "🐝❤️" ] } ], "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": 5 }