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AstronomicalData/07_plot.ipynb
2020-10-15 14:35:03 -04:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Lesson 7\n",
"\n",
"This is the seventh in a series of lessons related to astronomy data.\n",
"\n",
"As a continuing example, we will replicate part of the analysis in a recent paper, \"[Off the beaten path: Gaia reveals GD-1 stars outside of the main stream](https://arxiv.org/abs/1805.00425)\" by Adrian M. Price-Whelan and Ana Bonaca.\n",
"\n",
"In the previous notebook we selected photometry data from Pan-STARRS and used it to identify stars we think are likely to be in GD-1\n",
"\n",
"In this notebook, we'll take the results from previous lessons and use them to make a figure that tells a compelling scientific story."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here are the steps in this notebook:\n",
"\n",
"1. Starting with the figure from the previous notebook, we'll add annotations to present the results more clearly.\n",
"\n",
"2. The we'll see several ways to customize figures to make them more appealing and effective.\n",
"\n",
"3. Finally, we'll see how to make a figure with multiple panels or subplots.\n",
"\n",
"After completing this lesson, you should be able to\n",
"\n",
"* Design a figure that tells a compelling story.\n",
"\n",
"* Use Matplotlib features to customize the appearance of figures.\n",
"\n",
"* Generate a figure with multiple subplots."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Installing libraries\n",
"\n",
"If you are running this notebook on Colab, you can run the following cell to install Astroquery and a the other libraries we'll use.\n",
"\n",
"If you are running this notebook on your own computer, you might have to install these libraries yourself. \n",
"\n",
"If you are using this notebook as part of a Carpentries workshop, you should have received setup instructions.\n",
"\n",
"TODO: Add a link to the instructions."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# If we're running on Colab, install libraries\n",
"\n",
"import sys\n",
"IN_COLAB = 'google.colab' in sys.modules\n",
"\n",
"if IN_COLAB:\n",
" !pip install astroquery astro-gala pyia python-wget"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Making Figures That Tell a Story\n",
"\n",
"So far the figure we've made have been \"quick and dirty\". Mostly we have used Matplotlib's default style, although we have adjusted a few parameters, like `markersize` and `alpha`, to improve legibility.\n",
"\n",
"Now that the analysis is done, it's time to think more about:\n",
"\n",
"1. Making professional-looking figures that are ready for publication, and\n",
"\n",
"2. Making figures that communicate a scientific result clearly and compellingly.\n",
"\n",
"Not necessarily in that order."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's start by reviewing Figure 1 from the original paper. We've seen the individual panels, but now let's look at the whole thing, along with the caption:\n",
"\n",
"<img width=\"500\" src=\"https://github.com/datacarpentry/astronomy-python/raw/gh-pages/fig/gd1-5.png\">"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Exercise:** Think about the following questions:\n",
"\n",
"1. What is the primary scientific result of this work?\n",
"\n",
"2. What story is this figure telling?\n",
"\n",
"3. In the design of this figure, can you identify 1-2 choices the authors made that you think are effective? Think about big-picture elements, like the number of panels and how they are arranged, as well as details like the choice of typeface.\n",
"\n",
"4. Can you identify 1-2 elements that could be improved, or that you might have done differently?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Some topics that might come up in this discussion:\n",
"\n",
"1. The primary result is that the multiple stages of selection make it possible to separate likely candidates from the background more effectively than in previous work, which makes it possible to see the structure of GD-1 in \"unprecedented detail\".\n",
"\n",
"2. The figure documents the selection process as a sequence of steps. Reading right-to-left, top-to-bottom, we see selection based on proper motion, the results of the first selection, selection based on color and magnitude, and the results of the second selection. So this figure documents the methodology and presents the primary result.\n",
"\n",
"3. It's mostly black and white, with minimal use of color, so it will work well in print. The annotations in the bottom left panel guide the reader to the most important results. It contains enough technical detail for a professional audience, but most of it is also comprehensible to a more general audience. The two left panels have the same dimensions and their axes are aligned.\n",
"\n",
"4. Since the panels represent a sequence, it might be better to arrange them left-to-right. The placement and size of the axis labels could be tweaked. The entire figure could be a little bigger to match the width and proportion of the caption. The top left panel has unnused white space (but that leaves space for the annotations in the bottom left)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plotting GD-1\n",
"\n",
"Let's start with the panel in the lower left. The following cell reloads the data."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"gd1_merged.hdf5\n"
]
}
],
"source": [
"import os\n",
"from wget import download\n",
"\n",
"filename = 'gd1_merged.hdf5'\n",
"path = 'https://github.com/AllenDowney/AstronomicalData/raw/main/data/'\n",
"\n",
"if not os.path.exists(filename):\n",
" print(download(path+filename))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"selected = pd.read_hdf(filename, 'selected')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"def plot_second_selection(df):\n",
" x = df['phi1']\n",
" y = df['phi2']\n",
"\n",
" plt.plot(x, y, 'ko', markersize=0.7, alpha=0.9)\n",
"\n",
" plt.xlabel('$\\phi_1$ [deg]')\n",
" plt.ylabel('$\\phi_2$ [deg]')\n",
" plt.title('Proper motion + photometry selection', fontsize='medium')\n",
"\n",
" plt.axis('equal')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And here's what it looks like."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x180 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10,2.5))\n",
"plot_second_selection(selected)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Annotations\n",
"\n",
"The figure in the paper uses three other features to present the results more clearly and compellingly:\n",
"\n",
"* A vertical dashed line to distinguish the previously undetected region of GD-1,\n",
"\n",
"* A label that identifies the new region, and\n",
"\n",
"* Several annotations that combine text and arrows to identify features of GD-1.\n",
"\n",
"As an exercise, choose any or all of these features and add them to the figure:\n",
"\n",
"* To draw vertical lines, see [`plt.vlines`](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.vlines.html) and [`plt.axvline`](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.axvline.html#matplotlib.pyplot.axvline).\n",
"\n",
"* To add text, see [`plt.text`](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.text.html).\n",
"\n",
"* To add an annotation with text and an arrow, see [plt.annotate]().\n",
"\n",
"And here is some [additional information about text and arrows](https://matplotlib.org/3.3.1/tutorials/text/annotations.html#plotting-guide-annotation)."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Solution\n",
"\n",
"# plt.axvline(-55, ls='--', color='gray', \n",
"# alpha=0.4, dashes=(6,4), lw=2)\n",
"# plt.text(-60, 5.5, 'Previously\\nundetected', \n",
"# fontsize='small', ha='right', va='top');\n",
"\n",
"# arrowprops=dict(color='gray', shrink=0.05, width=1.5, \n",
"# headwidth=6, headlength=8, alpha=0.4)\n",
"\n",
"# plt.annotate('Spur', xy=(-33, 2), xytext=(-35, 5.5),\n",
"# arrowprops=arrowprops,\n",
"# fontsize='small')\n",
"\n",
"# plt.annotate('Gap', xy=(-22, -1), xytext=(-25, -5.5),\n",
"# arrowprops=arrowprops,\n",
"# fontsize='small')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Customization\n",
"\n",
"Matplotlib provides a default style that determines things like the colors of lines, the placement of labels and ticks on the axes, and many other properties.\n",
"\n",
"There are several ways to override these defaults and customize your figures:\n",
"\n",
"* To customize only the current figure, you can call functions like `tick_params`, which we'll demonstrate below.\n",
"\n",
"* To customize all figures in a notebook, you use `rcParams`.\n",
"\n",
"* To override more than a few defaults at the same time, you can use a style sheet."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As a simple example, notice that Matplotlib puts ticks on the outside of the figures by default, and only on the left and bottom sides of the axes.\n",
"\n",
"To change this behavior, you can use `gca()` to get the current axes and `tick_params` to change the settings.\n",
"\n",
"Here's how you can put the ticks on the inside of the figure:\n",
"\n",
"```\n",
"plt.gca().tick_params(direction='in')\n",
"```\n",
"\n",
"**Exercise:** Read the documentation of [`tick_params`](https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.axes.Axes.tick_params.html) and use it to put ticks on the top and right sides of the axes."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"# Solution\n",
"\n",
"# plt.gca().tick_params(top=True, right=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## rcParams\n",
"\n",
"If you want to make a customization that applies to all figures in a notebook, you can use `rcParams`.\n",
"\n",
"Here's an example that reads the current font size from `rcParams`:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"10.0"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plt.rcParams['font.size']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And sets it to a new value:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"plt.rcParams['font.size'] = 14"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Exercise:** Plot the previous figure again, and see what font sizes have changed. Look up any other element of `rcParams`, change its value, and check the effect on the figure."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you find yourself making the same customizations in several notebooks, you can put changes to `rcParams` in a `matplotlibrc` file, [which you can read about here](https://matplotlib.org/3.3.1/tutorials/introductory/customizing.html#customizing-with-matplotlibrc-files)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Style sheets\n",
"\n",
"The `matplotlibrc` file is read when you import Matplotlib, so it is not easy to switch from one set of options to another.\n",
"\n",
"The solution to this problem is style sheets, [which you can read about here](https://matplotlib.org/3.1.1/tutorials/introductory/customizing.html).\n",
"\n",
"Matplotlib provides a set of predefined style sheets, or you can make your own.\n",
"\n",
"The following cell displays a list of style sheets installed on your system."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['Solarize_Light2',\n",
" '_classic_test_patch',\n",
" 'bmh',\n",
" 'classic',\n",
" 'dark_background',\n",
" 'fast',\n",
" 'fivethirtyeight',\n",
" 'ggplot',\n",
" 'grayscale',\n",
" 'seaborn',\n",
" 'seaborn-bright',\n",
" 'seaborn-colorblind',\n",
" 'seaborn-dark',\n",
" 'seaborn-dark-palette',\n",
" 'seaborn-darkgrid',\n",
" 'seaborn-deep',\n",
" 'seaborn-muted',\n",
" 'seaborn-notebook',\n",
" 'seaborn-paper',\n",
" 'seaborn-pastel',\n",
" 'seaborn-poster',\n",
" 'seaborn-talk',\n",
" 'seaborn-ticks',\n",
" 'seaborn-white',\n",
" 'seaborn-whitegrid',\n",
" 'tableau-colorblind10']"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"plt.style.available"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note that `seaborn-paper`, `seaborn-talk` and `seaborn-poster` are particularly intended to prepare versions of a figure with text sizes and other features that work well in papers, talks, and posters.\n",
"\n",
"To use any of these style sheets, run `plt.style.use` like this:\n",
"\n",
"```\n",
"plt.style.use('fivethirtyeight')\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The style sheet you choose will affect the appearance of all figures you plot after calling `use`, unless you override any of the options or call `use` again.\n",
"\n",
"**Exercise:** Choose one of the styles on the list and select it by calling `use`. Then go back and plot one of the figures above and see what effect it has."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you can't find a style sheet that's exactly what you want, you can make your own. This repository includes a style sheet called `az-paper-twocol.mplstyle`, with customizations chosen by Azalee Bostroem for publication in astronomy journals.\n",
"\n",
"The following cell downloads the style sheet."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"filename = 'az-paper-twocol.mplstyle'\n",
"path = 'https://github.com/AllenDowney/AstronomicalData/raw/main/data/'\n",
"\n",
"if not os.path.exists(filename):\n",
" print(download(path+filename))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can use it like this:\n",
"\n",
"```\n",
"plt.style.use('./az-paper-twocol.mplstyle')\n",
"```\n",
"\n",
"The prefix `./` tells Matplotlib to look for the file in the current directory."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As an alternative, you can install a style sheet for your own use by putting it in your configuration directory. To find out where that is, you can run the following command:\n",
"\n",
"```\n",
"import matplotlib as mpl\n",
"\n",
"mpl.get_configdir()\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/home/downey/.config/matplotlib'"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## LaTeX fonts\n",
"\n",
"When you include mathematical expressions in titles, labels, and annotations, Matplotlib uses [`mathtext`](https://matplotlib.org/3.1.0/tutorials/text/mathtext.html) to typeset them. `mathtext` uses the same syntax as LaTeX, but it provides only a subset of its features.\n",
"\n",
"If you need features that are not provided by `mathtext`, or you prefer the way LaTeX typesets mathematical expressions, you can customize Matplotlib to use LaTeX.\n",
"\n",
"In `matplotlibrc` or in a style sheet, you can add the following line:\n",
"\n",
"```\n",
"text.usetex : true\n",
"```\n",
"\n",
"Or in a notebook you can run the following code.\n",
"\n",
"```\n",
"plt.rcParams['text.usetex'] = True\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'plt' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-3-79831e1d619c>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrcParams\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'text.usetex'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mNameError\u001b[0m: name 'plt' is not defined"
]
}
],
"source": [
"plt.rcParams['text.usetex'] = True"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you go back and draw the figure again, you should see the difference.\n",
"\n",
"If you get an error message like\n",
"\n",
"```\n",
"LaTeX Error: File `type1cm.sty' not found.\n",
"```\n",
"\n",
"You might have to install a package that contains the fonts LaTeX needs. On some systems, the packages `texlive-latex-extra` or `cm-super` might be what you need. [See here for more help with this](https://stackoverflow.com/questions/11354149/python-unable-to-render-tex-in-matplotlib).\n",
"\n",
"In case you are curious, `cm` stands for [Computer Modern](https://en.wikipedia.org/wiki/Computer_Modern), the font LaTeX uses to typeset math."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Multiple panels\n",
"\n",
"So far we've been working with one figure at a time, but the figure we are replicating contains multiple panels, also known as \"subplots\".\n",
"\n",
"Confusingly, Matplotlib provides *three* functions for making figures like this: `subplot`, `subplots`, and `subplot2grid`.\n",
"\n",
"* [`subplot`](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.subplot.html) is simple and similar to MATLAB, so if you are familiar with that interface, you might like `subplot`\n",
"\n",
"* [`subplots`](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.subplots.html) is more object-oriented, which some people prefer.\n",
"\n",
"* [`subplot2grid`](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.subplot2grid.html) is most convenient if you want to control the relative sizes of the subplots. \n",
"\n",
"So we'll use `subplot2grid`.\n",
"\n",
"All of these functions are easier to use if we put the code that generates each panel in a function."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Upper right\n",
"\n",
"To make the panel in the upper right, we have to reload `centerline`."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"filename = 'gd1_dataframe.hdf5'\n",
"path = 'https://github.com/AllenDowney/AstronomicalData/raw/main/data/'\n",
"\n",
"if not os.path.exists(filename):\n",
" print(download(path+filename))"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"centerline = pd.read_hdf(filename, 'centerline')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And define the coordinates of the rectangle we selected."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"pm1_min = -8.9\n",
"pm1_max = -6.9\n",
"pm2_min = -2.2\n",
"pm2_max = 1.0\n",
"\n",
"pm1_rect = [pm1_min, pm1_min, pm1_max, pm1_max]\n",
"pm2_rect = [pm2_min, pm2_max, pm2_max, pm2_min]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To plot this rectangle, we'll use a feature we have not seen before: `Polygon`, which is provided by Matplotlib.\n",
"\n",
"To create a `Polygon`, we have to put the coordinates in an array with `x` values in the first column and `y` values in the second column. "
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[-8.9, -2.2],\n",
" [-8.9, 1. ],\n",
" [-6.9, 1. ],\n",
" [-6.9, -2.2]])"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"\n",
"vertices = np.transpose([pm1_rect, pm2_rect])\n",
"vertices"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The following function takes a `DataFrame` as a parameter, plots the proper motion for each star, and adds a shaded `Polygon` to show the region we selected."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"from matplotlib.patches import Polygon\n",
"\n",
"def plot_proper_motion(df):\n",
" pm1 = df['pm_phi1']\n",
" pm2 = df['pm_phi2']\n",
"\n",
" plt.plot(pm1, pm2, 'ko', markersize=0.3, alpha=0.3)\n",
" \n",
" poly = Polygon(vertices, closed=True, \n",
" facecolor='C1', alpha=0.4)\n",
" plt.gca().add_patch(poly)\n",
" \n",
" plt.xlabel('$\\mu_{\\phi_1} [\\mathrm{mas~yr}^{-1}]$')\n",
" plt.ylabel('$\\mu_{\\phi_2} [\\mathrm{mas~yr}^{-1}]$')\n",
"\n",
" plt.xlim(-12, 8)\n",
" plt.ylim(-10, 10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Notice that `add_patch` is like `invert_yaxis`; in order to call it, we have to use `gca` to get the current axes.\n",
"\n",
"Here's what the new version of the figure looks like. We've changed the labels on the axes to be consistent with the paper."
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.rcParams['text.usetex'] = False\n",
"plt.style.use('default')\n",
"\n",
"plot_proper_motion(centerline)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Upper left\n",
"\n",
"Now let's work on the panel in the upper left. We have to reload `candidates`."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"filename = 'gd1_candidates.hdf5'\n",
"path = 'https://github.com/AllenDowney/AstronomicalData/raw/main/data/'\n",
"\n",
"if not os.path.exists(filename):\n",
" print(download(path+filename))"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"filename = 'gd1_candidates.hdf5'\n",
"\n",
"candidate_df = pd.read_hdf(filename, 'candidate_df')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's a function that takes a `DataFrame` of candidate stars and plots their positions in GD-1 coordindates. "
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"def plot_first_selection(df):\n",
" x = df['phi1']\n",
" y = df['phi2']\n",
"\n",
" plt.plot(x, y, 'ko', markersize=0.3, alpha=0.3)\n",
"\n",
" plt.xlabel('$\\phi_1$ [deg]')\n",
" plt.ylabel('$\\phi_2$ [deg]')\n",
" plt.title('Proper motion selection', fontsize='medium')\n",
"\n",
" plt.axis('equal')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And here's what it looks like."
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plot_first_selection(candidate_df)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Lower right\n",
"\n",
"For the figure in the lower right, we need to reload the merged `DataFrame`, which contains data from Gaia and photometry data from Pan-STARRS."
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"\n",
"filename = 'gd1_merged.hdf5'\n",
"\n",
"merged = pd.read_hdf(filename, 'merged')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"From the previous notebook, here's the function that plots the color-magnitude diagram."
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"def plot_cmd(table):\n",
" \"\"\"Plot a color magnitude diagram.\n",
" \n",
" table: Table or DataFrame with photometry data\n",
" \"\"\"\n",
" y = table['g_mean_psf_mag']\n",
" x = table['g_mean_psf_mag'] - table['i_mean_psf_mag']\n",
"\n",
" plt.plot(x, y, 'ko', markersize=0.3, alpha=0.3)\n",
"\n",
" plt.xlim([0, 1.5])\n",
" plt.ylim([14, 22])\n",
" plt.gca().invert_yaxis()\n",
"\n",
" plt.ylabel('$g_0$')\n",
" plt.xlabel('$(g-i)_0$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And here's what it looks like."
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plot_cmd(merged)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**Exercise:** Add a few lines to `plot_cmd` to show the Polygon we selected as a shaded area. \n",
"\n",
"Run these cells to get the polygon coordinates we saved in the previous notebook."
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"filename = 'gd1_polygon.hdf5'\n",
"path = 'https://github.com/AllenDowney/AstronomicalData/raw/main/data/'\n",
"\n",
"if not os.path.exists(filename):\n",
" print(download(path+filename))"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 0.26433692, 18.21044886],\n",
" [ 0.38530466, 19.09345107],\n",
" [ 0.52867384, 19.82928624],\n",
" [ 0.63172043, 20.34437086],\n",
" [ 0.72580645, 20.89624724],\n",
" [ 0.66756272, 21.3745401 ],\n",
" [ 0.49283154, 21.33774834],\n",
" [ 0.35394265, 20.41795438],\n",
" [ 0.24193548, 19.57174393],\n",
" [ 0.18369176, 18.35761589]])"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"coords_df = pd.read_hdf(filename, 'coords_df')\n",
"coords = coords_df.to_numpy()\n",
"coords"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"# Solution\n",
"\n",
"#poly = Polygon(coords, closed=True, \n",
"# facecolor='C1', alpha=0.4)\n",
"#plt.gca().add_patch(poly)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Subplots\n",
"\n",
"Now we're ready to put it all together. To make a figure with four subplots, we'll use `subplot2grid`, [which requires two arguments](https://matplotlib.org/3.3.1/api/_as_gen/matplotlib.pyplot.subplot2grid.html):\n",
"\n",
"* `shape`, which is a tuple with the number of rows and columns in the grid, and\n",
"\n",
"* `loc`, which is a tuple identifying the location in the grid we're about to fill.\n",
"\n",
"In this example, `shape` is `(2, 2)` to create two rows and two columns.\n",
"\n",
"For the first panel, `loc` is `(0, 0)`, which indicates row 0 and column 0, which is the upper-left panel.\n",
"\n",
"Here's how we use it to draw the four panels."
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"shape = (2, 2)\n",
"plt.subplot2grid(shape, (0, 0))\n",
"plot_first_selection(candidate_df)\n",
"\n",
"plt.subplot2grid(shape, (0, 1))\n",
"plot_proper_motion(centerline)\n",
"\n",
"plt.subplot2grid(shape, (1, 0))\n",
"plot_second_selection(selected)\n",
"\n",
"plt.subplot2grid(shape, (1, 1))\n",
"plot_cmd(merged)\n",
"poly = Polygon(coords, closed=True, \n",
" facecolor='C1', alpha=0.4)\n",
"plt.gca().add_patch(poly)\n",
"\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We use [`plt.tight_layout`](https://matplotlib.org/3.3.1/tutorials/intermediate/tight_layout_guide.html) at the end, which adjusts the sizes of the panels to make sure the titles and axis labels don't overlap.\n",
"\n",
"**Exercise:** See what happens if you leave out `tight_layout`."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Adjusting proportions\n",
"\n",
"In the previous figure, the panels are all the same size. To get a better view of GD-1, we'd like to stretch the panels on the left and compress the ones on the right.\n",
"\n",
"To do that, we'll use the `colspan` argument to make a panel that spans multiple columns in the grid.\n",
"\n",
"In the following example, `shape` is `(2, 4)`, which means 2 rows and 4 columns.\n",
"\n",
"The panels on the left span three columns, so they are three times wider than the panels on the right.\n",
"\n",
"At the same time, we use `figsize` to adjust the aspect ratio of the whole figure."
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 900x450 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(9, 4.5))\n",
"\n",
"shape = (2, 4)\n",
"plt.subplot2grid(shape, (0, 0), colspan=3)\n",
"plot_first_selection(candidate_df)\n",
"\n",
"plt.subplot2grid(shape, (0, 3))\n",
"plot_proper_motion(centerline)\n",
"\n",
"plt.subplot2grid(shape, (1, 0), colspan=3)\n",
"plot_second_selection(selected)\n",
"\n",
"plt.subplot2grid(shape, (1, 3))\n",
"plot_cmd(merged)\n",
"poly = Polygon(coords, closed=True, \n",
" facecolor='C1', alpha=0.4)\n",
"plt.gca().add_patch(poly)\n",
"\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is looking more and more like the figure in the paper.\n",
"\n",
"**Exercise:** In this example, the ratio of the widths of the panels is 3:1. How would you adjust it if you wanted the ratio to be 3:2?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Summary\n",
"\n",
"In this notebook, we reverse-engineered the figure we've been replicating, identifying elements that seem effective and others that could be improved.\n",
"\n",
"We explored features Matplotlib provides for adding annotations to figures -- including text, lines, arrows, and polygons -- and several ways to customize the appearance of figures. And we learned how to create figures that contain multiple panels."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Best practices\n",
"\n",
"* The most effective figures focus on telling a single story clearly and compellingly.\n",
"\n",
"* Consider using annotations to guide the readers attention to the most important elements of a figure.\n",
"\n",
"* The default Matplotlib style generates good quality figures, but there are several ways you can override the defaults.\n",
"\n",
"* If you find yourself making the same customizations on several projects, you might want to create your own style sheet."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}