{ "cells": [ { "cell_type": "markdown", "id": "respective-store", "metadata": {}, "source": [ "# In Class Notebook, Week 05" ] }, { "cell_type": "markdown", "id": "2a597611", "metadata": {}, "source": [ "You can click on the GitHub URL of this notebook to access the file in near-real time: https://github.com/UIUC-iSchool-DataViz/is445_bcubcg_fall2024/blob/master/week05/inClass_week05.ipynb \n", "\n", "Or you can copy-paste into the nbviewer interface for a plain-text rendering:\n", "\n", "https://kokes.github.io/nbviewer.js/viewer.html" ] }, { "cell_type": "code", "execution_count": 1, "id": "b227d3fe", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 3, "id": "9ee4fc54-7f99-49da-9a01-54f39208a2f1", "metadata": {}, "outputs": [], "source": [ "buildings = pd.read_csv('https://github.com/UIUC-iSchool-DataViz/is445_data/raw/main/building_inventory.csv',\n", " na_values={'Square Footage':0,\n", " 'Year Acquired':0,\n", " 'Year Constructed':0})" ] }, { "cell_type": "code", "execution_count": 5, "id": "14db9f42-0ee0-43ef-9dd6-50b718471711", "metadata": {}, "outputs": [], "source": [ "#buildings.head()" ] }, { "cell_type": "code", "execution_count": 6, "id": "459d1c64-13d7-469e-bbaf-734d52e3c26d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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countmeanstdmin25%50%75%max
Year Acquired
1753.01.01200.000000NaN1200.01200.01200.01200.001200.0
1802.02.02220.0000001943.129435846.01533.02220.02907.003594.0
1810.03.01344.3333331809.945948216.0300.5385.01908.503432.0
1832.01.0120000.000000NaN120000.0120000.0120000.0120000.00120000.0
1837.01.010302.000000NaN10302.010302.010302.010302.0010302.0
...........................
2015.020.015254.65000029153.085290144.0696.03152.010590.25105000.0
2016.010.030483.90000061864.1804911152.02464.03352.53793.00184000.0
2017.01.06720.000000NaN6720.06720.06720.06720.006720.0
2018.04.04290.0000005153.6443421455.01455.01852.54687.5012000.0
2019.02.0760.0000000.000000760.0760.0760.0760.00760.0
\n", "

171 rows × 8 columns

\n", "
" ], "text/plain": [ " count mean std min 25% \\\n", "Year Acquired \n", "1753.0 1.0 1200.000000 NaN 1200.0 1200.0 \n", "1802.0 2.0 2220.000000 1943.129435 846.0 1533.0 \n", "1810.0 3.0 1344.333333 1809.945948 216.0 300.5 \n", "1832.0 1.0 120000.000000 NaN 120000.0 120000.0 \n", "1837.0 1.0 10302.000000 NaN 10302.0 10302.0 \n", "... ... ... ... ... ... \n", "2015.0 20.0 15254.650000 29153.085290 144.0 696.0 \n", "2016.0 10.0 30483.900000 61864.180491 1152.0 2464.0 \n", "2017.0 1.0 6720.000000 NaN 6720.0 6720.0 \n", "2018.0 4.0 4290.000000 5153.644342 1455.0 1455.0 \n", "2019.0 2.0 760.000000 0.000000 760.0 760.0 \n", "\n", " 50% 75% max \n", "Year Acquired \n", "1753.0 1200.0 1200.00 1200.0 \n", "1802.0 2220.0 2907.00 3594.0 \n", "1810.0 385.0 1908.50 3432.0 \n", "1832.0 120000.0 120000.00 120000.0 \n", "1837.0 10302.0 10302.00 10302.0 \n", "... ... ... ... \n", "2015.0 3152.0 10590.25 105000.0 \n", "2016.0 3352.5 3793.00 184000.0 \n", "2017.0 6720.0 6720.00 6720.0 \n", "2018.0 1852.5 4687.50 12000.0 \n", "2019.0 760.0 760.00 760.0 \n", "\n", "[171 rows x 8 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats = buildings.groupby('Year Acquired')['Square Footage'].describe()\n", "stats" ] }, { "cell_type": "code", "execution_count": 10, "id": "651a8506-72ce-4b0b-9e71-836d3e05d945", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,2))\n", "ax.plot(stats['max'], marker='.')\n", "ax.set_xlabel('Year')\n", "ax.set_ylabel('Maximum Square Footage')\n", "ax.set_yscale('log')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "id": "9a51458b-b3a3-4fc1-b91c-2ac020b2601a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(750.0, 1200000.0)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats['max'].min(), stats['max'].max()" ] }, { "cell_type": "code", "execution_count": 11, "id": "f19371c3-7f1d-46df-a0ea-5c034481efba", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,2))\n", "ax.plot(stats['max'], marker='.')\n", "ax.plot(stats['min'], marker='.')\n", "ax.set_xlabel('Year')\n", "ax.set_ylabel('Maximum Square Footage')\n", "ax.set_yscale('log')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "id": "34222317-7a3d-42fb-b4f2-01598bbaf146", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with plt.style.context('Solarize_Light2'):\n", " # CMD + ]\n", " fig, ax = plt.subplots(figsize=(10,2))\n", " ax.plot(stats['max'], marker='.')\n", " ax.plot(stats['min'], marker='.')\n", " ax.set_xlabel('Year')\n", " ax.set_ylabel('Square Footage')\n", " ax.set_yscale('log')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 14, "id": "b8b44a15-c753-415c-8101-5a9f90d6f27b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['Solarize_Light2',\n", " '_classic_test_patch',\n", " '_mpl-gallery',\n", " '_mpl-gallery-nogrid',\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": "code", "execution_count": 16, "id": "6a981024-91e5-4023-9acf-6f849808c32e", "metadata": {}, "outputs": [], "source": [ "import ipywidgets" ] }, { "cell_type": "code", "execution_count": 17, "id": "357baac6-ec90-41c9-9765-68ccc4ef90ba", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "style = 'Solarize_Light2'\n", "\n", "with plt.style.context(style):\n", " # CMD + ]\n", " fig, ax = plt.subplots(figsize=(10,2))\n", " ax.plot(stats['max'], marker='.')\n", " ax.plot(stats['min'], marker='.')\n", " ax.set_xlabel('Year')\n", " ax.set_ylabel('Square Footage')\n", " ax.set_yscale('log')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "id": "c3336c73-26ab-45e6-b95a-182371b259ea", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "242b534015884eba968dd6ca913829ff", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(Dropdown(description='style', options=('Solarize_Light2', '_classic_test_patch', '_mpl-g…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#style = 'Solarize_Light2'\n", "@ipywidgets.interact(style = plt.style.available)\n", "def make_plot(style): # function with my interactive parameter as input\n", " with plt.style.context(style):\n", " # CMD + ]\n", " fig, ax = plt.subplots(figsize=(10,2))\n", " ax.plot(stats['max'], marker='.')\n", " ax.plot(stats['min'], marker='.')\n", " ax.set_xlabel('Year')\n", " ax.set_ylabel('Square Footage')\n", " ax.set_yscale('log')\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 22, "id": "60e555bd-64ea-41b8-a68f-ea28f5f785c5", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "18b09fb6e63b4d628eed69cabd47355e", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(IntSlider(value=10, description='x', max=30, min=-10), Output()), _dom_classes=('widget-…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "@ipywidgets.interact(x=10)\n", "def f(x):\n", " print('my value = ' + str(x))" ] }, { "cell_type": "code", "execution_count": 21, "id": "bf3d9e42-63d2-4c59-bbdf-d569b25fdfb7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "my value = 5\n" ] } ], "source": [ "f(5)" ] }, { "cell_type": "markdown", "id": "c503b0b5-40a1-4888-8610-55034a52d06d", "metadata": {}, "source": [ "## More complex widgets with Michigan dataset" ] }, { "cell_type": "code", "execution_count": 23, "id": "051b0875-b2d1-4d10-a53c-820b637ad117", "metadata": {}, "outputs": [], "source": [ "#!wget https://github.com/UIUC-iSchool-DataViz/is445_data/raw/main/michigan_lld.flt" ] }, { "cell_type": "code", "execution_count": 24, "id": "921411fe-5be9-4eb8-a0cf-a40e32a123af", "metadata": {}, "outputs": [], "source": [ "#michigan_file = './michigan_lld.flt' # locally, if I got this with wget command\n", "michigan_file = '/Users/jnaiman/Downloads/michigan_lld.flt'" ] }, { "cell_type": "code", "execution_count": 25, "id": "a6236aa8-da4f-4c7a-8af6-de36952745c7", "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 26, "id": "2a3d4b6a-d53d-430d-b4bb-9851427d6474", "metadata": {}, "outputs": [], "source": [ "michigan = np.fromfile(michigan_file,dtype='f4').reshape(5365,4201)" ] }, { "cell_type": "code", "execution_count": 27, "id": "8b9550de-af9c-479c-813e-68481129229f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.hist(michigan.flatten())\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 28, "id": "ff76c26a-f694-4a36-b0ca-07fc81099085", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-9999.0" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.min(michigan)" ] }, { "cell_type": "code", "execution_count": 29, "id": "8aaf3062-3ce5-43c2-8511-713e99471de1", "metadata": {}, "outputs": [], "source": [ "michigan[michigan==-9999] = np.nan" ] }, { "cell_type": "code", "execution_count": 31, "id": "42621123-27b8-44f9-b908-bbfdbe0472fd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.hist(michigan.flatten())\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 32, "id": "881c115c-9846-453c-a598-4d231aab6fac", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Step 1 -- make a plot with the value I want to change hard-coded\n", "\n", "colormap = 'Reds'\n", "\n", "plt.imshow(michigan, cmap=colormap)\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 33, "id": "5a1cdb28-c89b-420d-b392-9ff2f531e6c6", "metadata": {}, "outputs": [], "source": [ "# Step 2 -- use this hardcoded value as an input in a function\n", "\n", "#colormap = 'Reds'\n", "\n", "def make_mich_plot(colormap):\n", " plt.imshow(michigan, cmap=colormap)\n", " plt.colorbar()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 35, "id": "3ba7f3a9-ce13-4515-9f95-521d8a6a1f64", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Step 3 -- \"try out\" some function values\n", "make_mich_plot('Blues')" ] }, { "cell_type": "code", "execution_count": 36, "id": "0f0d1136-e8ef-45e6-889b-ea441d93c65a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['magma',\n", " 'inferno',\n", " 'plasma',\n", " 'viridis',\n", " 'cividis',\n", " 'twilight',\n", " 'twilight_shifted',\n", " 'turbo',\n", " 'Blues',\n", " 'BrBG',\n", " 'BuGn',\n", " 'BuPu',\n", " 'CMRmap',\n", " 'GnBu',\n", " 'Greens',\n", " 'Greys',\n", " 'OrRd',\n", " 'Oranges',\n", " 'PRGn',\n", " 'PiYG',\n", " 'PuBu',\n", " 'PuBuGn',\n", " 'PuOr',\n", " 'PuRd',\n", " 'Purples',\n", " 'RdBu',\n", " 'RdGy',\n", " 'RdPu',\n", " 'RdYlBu',\n", " 'RdYlGn',\n", " 'Reds',\n", " 'Spectral',\n", " 'Wistia',\n", " 'YlGn',\n", " 'YlGnBu',\n", " 'YlOrBr',\n", " 'YlOrRd',\n", " 'afmhot',\n", " 'autumn',\n", " 'binary',\n", " 'bone',\n", " 'brg',\n", " 'bwr',\n", " 'cool',\n", " 'coolwarm',\n", " 'copper',\n", " 'cubehelix',\n", " 'flag',\n", " 'gist_earth',\n", " 'gist_gray',\n", " 'gist_heat',\n", " 'gist_ncar',\n", " 'gist_rainbow',\n", " 'gist_stern',\n", " 'gist_yarg',\n", " 'gnuplot',\n", " 'gnuplot2',\n", " 'gray',\n", " 'hot',\n", " 'hsv',\n", " 'jet',\n", " 'nipy_spectral',\n", " 'ocean',\n", " 'pink',\n", " 'prism',\n", " 'rainbow',\n", " 'seismic',\n", " 'spring',\n", " 'summer',\n", " 'terrain',\n", " 'winter',\n", " 'Accent',\n", " 'Dark2',\n", " 'Paired',\n", " 'Pastel1',\n", " 'Pastel2',\n", " 'Set1',\n", " 'Set2',\n", " 'Set3',\n", " 'tab10',\n", " 'tab20',\n", " 'tab20b',\n", " 'tab20c',\n", " 'magma_r',\n", " 'inferno_r',\n", " 'plasma_r',\n", " 'viridis_r',\n", " 'cividis_r',\n", " 'twilight_r',\n", " 'twilight_shifted_r',\n", " 'turbo_r',\n", " 'Blues_r',\n", " 'BrBG_r',\n", " 'BuGn_r',\n", " 'BuPu_r',\n", " 'CMRmap_r',\n", " 'GnBu_r',\n", " 'Greens_r',\n", " 'Greys_r',\n", " 'OrRd_r',\n", " 'Oranges_r',\n", " 'PRGn_r',\n", " 'PiYG_r',\n", " 'PuBu_r',\n", " 'PuBuGn_r',\n", " 'PuOr_r',\n", " 'PuRd_r',\n", " 'Purples_r',\n", " 'RdBu_r',\n", " 'RdGy_r',\n", " 'RdPu_r',\n", " 'RdYlBu_r',\n", " 'RdYlGn_r',\n", " 'Reds_r',\n", " 'Spectral_r',\n", " 'Wistia_r',\n", " 'YlGn_r',\n", " 'YlGnBu_r',\n", " 'YlOrBr_r',\n", " 'YlOrRd_r',\n", " 'afmhot_r',\n", " 'autumn_r',\n", " 'binary_r',\n", " 'bone_r',\n", " 'brg_r',\n", " 'bwr_r',\n", " 'cool_r',\n", " 'coolwarm_r',\n", " 'copper_r',\n", " 'cubehelix_r',\n", " 'flag_r',\n", " 'gist_earth_r',\n", " 'gist_gray_r',\n", " 'gist_heat_r',\n", " 'gist_ncar_r',\n", " 'gist_rainbow_r',\n", " 'gist_stern_r',\n", " 'gist_yarg_r',\n", " 'gnuplot_r',\n", " 'gnuplot2_r',\n", " 'gray_r',\n", " 'hot_r',\n", " 'hsv_r',\n", " 'jet_r',\n", " 'nipy_spectral_r',\n", " 'ocean_r',\n", " 'pink_r',\n", " 'prism_r',\n", " 'rainbow_r',\n", " 'seismic_r',\n", " 'spring_r',\n", " 'summer_r',\n", " 'terrain_r',\n", " 'winter_r',\n", " 'Accent_r',\n", " 'Dark2_r',\n", " 'Paired_r',\n", " 'Pastel1_r',\n", " 'Pastel2_r',\n", " 'Set1_r',\n", " 'Set2_r',\n", " 'Set3_r',\n", " 'tab10_r',\n", " 'tab20_r',\n", " 'tab20b_r',\n", " 'tab20c_r']" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plt.colormaps()" ] }, { "cell_type": "code", "execution_count": 39, "id": "423ee982-9d04-495b-9492-e15556ed87fa", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "75862ece3a30440f8afd7f18627488b2", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(Dropdown(description='colormap', options=('magma', 'inferno', 'plasma', 'viridis', 'civi…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Step 4 -- use ipywidgets.interact decorator\n", "@ipywidgets.interact(colormap = plt.colormaps())\n", "def make_mich_plot(colormap):\n", " plt.imshow(michigan, cmap=colormap)\n", " plt.clim(-352,352)\n", " plt.colorbar()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 38, "id": "66862790-ef8e-4f16-b8d4-54a024643cff", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-275.89, 351.94348)" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.nanmin(michigan), np.nanmax(michigan)" ] }, { "cell_type": "markdown", "id": "ac4d3c93-1519-4116-bcc3-744fe36b4bf2", "metadata": {}, "source": [ "Making 2 options for our interactive map:" ] }, { "cell_type": "code", "execution_count": 41, "id": "0a2967d9-59a9-4728-8c4f-25c293c452b3", "metadata": {}, "outputs": [], "source": [ "import matplotlib" ] }, { "cell_type": "code", "execution_count": 43, "id": "b0368a26-3d7a-4a79-8567-89244f60507f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mInit signature:\u001b[0m\n", "\u001b[0mmatplotlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSymLogNorm\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mlinthresh\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mlinscale\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1.0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mvmin\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mvmax\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mclip\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mbase\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m10\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m \n", "The symmetrical logarithmic scale is logarithmic in both the\n", "positive and negative directions from the origin.\n", "\n", "Since the values close to zero tend toward infinity, there is a\n", "need to have a range around zero that is linear. The parameter\n", "*linthresh* allows the user to specify the size of this range\n", "(-*linthresh*, *linthresh*).\n", "\n", "Parameters\n", "----------\n", "linthresh : float\n", " The range within which the plot is linear (to avoid having the plot\n", " go to infinity around zero).\n", "linscale : float, default: 1\n", " This allows the linear range (-*linthresh* to *linthresh*) to be\n", " stretched relative to the logarithmic range. Its value is the\n", " number of decades to use for each half of the linear range. For\n", " example, when *linscale* == 1.0 (the default), the space used for\n", " the positive and negative halves of the linear range will be equal\n", " to one decade in the logarithmic range.\n", "base : float, default: 10\n", "\u001b[0;31mFile:\u001b[0m /opt/anaconda3/envs/DataViz2/lib/python3.10/site-packages/matplotlib/colors.py\n", "\u001b[0;31mType:\u001b[0m type\n", "\u001b[0;31mSubclasses:\u001b[0m " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "matplotlib.colors.SymLogNorm?" ] }, { "cell_type": "code", "execution_count": 45, "id": "da2e46bb-bc32-42e7-8b5d-5f05f4dde7cb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Step 1: hardcode 2 options\n", "colormap = 'terrain'\n", "take_log = False\n", "\n", "if take_log:\n", " norm = matplotlib.colors.SymLogNorm(10)\n", "else:\n", " norm = matplotlib.colors.Normalize() # default linear\n", "\n", "plt.imshow(michigan, cmap=colormap, norm=norm)\n", "plt.clim(-352,352)\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 46, "id": "33c2e5a3-e023-480c-9ea4-cbbbae654cf9", "metadata": {}, "outputs": [], "source": [ "# Step 2 -- make hardcoded values inputs to a function\n", "#colormap = 'terrain'\n", "#take_log = False\n", "\n", "def make_mich_plot(colormap, take_log):\n", " if take_log:\n", " norm = matplotlib.colors.SymLogNorm(10)\n", " else:\n", " norm = matplotlib.colors.Normalize() # default linear\n", " \n", " plt.imshow(michigan, cmap=colormap, norm=norm)\n", " plt.clim(-352,352)\n", " plt.colorbar()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 49, "id": "36290a48-469a-4d39-9f16-01b2dcd2b3a5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Step 3 -- check function!\n", "make_mich_plot('Reds', True)" ] }, { "cell_type": "code", "execution_count": 50, "id": "666a1ab1-516c-4737-a21b-6f2816d024a5", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5ae3bf57465244249df410cd5b752c22", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(Dropdown(description='colormap', options=('magma', 'inferno', 'plasma', 'viridis', 'civi…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Step 4 -- use decorator to make function interactive\n", "@ipywidgets.interact(colormap=plt.colormaps(), take_log = True)\n", "def make_mich_plot(colormap, take_log):\n", " if take_log:\n", " norm = matplotlib.colors.SymLogNorm(10)\n", " else:\n", " norm = matplotlib.colors.Normalize() # default linear\n", " \n", " plt.imshow(michigan, cmap=colormap, norm=norm)\n", " plt.clim(-352,352)\n", " plt.colorbar()\n", " plt.show()" ] }, { "cell_type": "markdown", "id": "0472da82-6480-46e0-97e4-71d1f247df87", "metadata": {}, "source": [ "## More specifics with ipywidgets" ] }, { "cell_type": "code", "execution_count": 51, "id": "2fa139f4-54ee-4b6e-a537-c56494d48fb5", "metadata": {}, "outputs": [], "source": [ "itext = ipywidgets.IntText()" ] }, { "cell_type": "code", "execution_count": 52, "id": "5186d870-4e67-4dbd-85d2-ccd48c605d5b", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "5475a353fcf94e649cc5503a5a3e7baf", "version_major": 2, "version_minor": 0 }, "text/plain": [ "IntText(value=0)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "itext" ] }, { "cell_type": "code", "execution_count": 54, "id": "db2ee67f-dbea-4d0d-a75c-6a158822d405", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "itext.value" ] }, { "cell_type": "code", "execution_count": 56, "id": "2c0edd64-f3d0-49be-942f-0716a9e6bb3f", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "27848da3c19f48858c9b342c2da7a73c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "IntProgress(value=80)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ip = ipywidgets.IntProgress(value=80)\n", "ip" ] }, { "cell_type": "code", "execution_count": 57, "id": "0ae94a39-49fe-4a9d-b4b9-2bdd126601d0", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "bff227caa0844132b3b8e9de8d920172", "version_major": 2, "version_minor": 0 }, "text/plain": [ "IntSlider(value=0)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "irange = ipywidgets.IntSlider(min=0, max=100, step=1)\n", "irange" ] }, { "cell_type": "code", "execution_count": 59, "id": "8bdd9a24-7b4e-4244-a515-0d2c1a8bf56e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['_dom_classes',\n", " '_model_module',\n", " '_model_module_version',\n", " '_model_name',\n", " '_view_count',\n", " '_view_module',\n", " '_view_module_version',\n", " '_view_name',\n", " 'bar_style',\n", " 'description',\n", " 'description_tooltip',\n", " 'layout',\n", " 'max',\n", " 'min',\n", " 'orientation',\n", " 'style',\n", " 'value']" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ip.keys" ] }, { "cell_type": "code", "execution_count": 60, "id": "37abf02c-7519-41cb-ae7b-c4f09872405f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "80" ] }, "execution_count": 60, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ip.value" ] }, { "cell_type": "code", "execution_count": 61, "id": "a5bca704-1e60-46e6-b6a2-c012e8b359f5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['_dom_classes',\n", " '_model_module',\n", " '_model_module_version',\n", " '_model_name',\n", " '_view_count',\n", " '_view_module',\n", " '_view_module_version',\n", " '_view_name',\n", " 'continuous_update',\n", " 'description',\n", " 'description_tooltip',\n", " 'disabled',\n", " 'layout',\n", " 'max',\n", " 'min',\n", " 'orientation',\n", " 'readout',\n", " 'readout_format',\n", " 'step',\n", " 'style',\n", " 'value']" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "irange.keys" ] }, { "cell_type": "code", "execution_count": 62, "id": "e519b98f-4759-4b7c-8611-4b9083fd578d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "43" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "irange.value" ] }, { "cell_type": "code", "execution_count": 63, "id": "0d7825e0-9b77-446c-aeef-e1345d22013c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mSignature:\u001b[0m \u001b[0mipywidgets\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjslink\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mattr1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m\n", "Link two widget attributes on the frontend so they remain in sync.\n", "\n", "The link is created in the front-end and does not rely on a roundtrip\n", "to the backend.\n", "\n", "Parameters\n", "----------\n", "source : a (Widget, 'trait_name') tuple for the first trait\n", "target : a (Widget, 'trait_name') tuple for the second trait\n", "\n", "Examples\n", "--------\n", "\n", ">>> c = link((widget1, 'value'), (widget2, 'value'))\n", "\u001b[0;31mFile:\u001b[0m /opt/anaconda3/envs/DataViz2/lib/python3.10/site-packages/ipywidgets/widgets/widget_link.py\n", "\u001b[0;31mType:\u001b[0m function" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.jslink?" ] }, { "cell_type": "code", "execution_count": 64, "id": "8eafda86-1327-4310-af1b-3c13ef730d01", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Link(source=(IntProgress(value=80), 'value'), target=(IntSlider(value=43), 'value'))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.jslink((ip,'value'), (irange,'value'))" ] }, { "cell_type": "code", "execution_count": 65, "id": "ce6b3aab-55f5-458d-b770-9a1b1696b47c", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "27848da3c19f48858c9b342c2da7a73c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "IntProgress(value=80)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ip" ] }, { "cell_type": "code", "execution_count": 66, "id": "df4d55e2-b3bf-4010-8d52-99999d65fedd", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "bff227caa0844132b3b8e9de8d920172", "version_major": 2, "version_minor": 0 }, "text/plain": [ "IntSlider(value=80)" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "irange" ] }, { "cell_type": "code", "execution_count": 67, "id": "34b849aa-d8a5-457f-a4a8-8172593d75a1", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "eff9f24722ca40f69c990e2084fcf12f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(IntProgress(value=100), IntSlider(value=100)))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.VBox([ip,irange])" ] }, { "cell_type": "code", "execution_count": 68, "id": "f4acdd71-f09f-481e-8f8c-ea92234a3bc6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mInit signature:\u001b[0m\n", "\u001b[0mipywidgets\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlink\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0msource\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m't.Any'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mtarget\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m't.Any'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m't.Any'\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;34m'None'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mDocstring:\u001b[0m \n", "Link traits from different objects together so they remain in sync.\n", "\n", "Parameters\n", "----------\n", "source : (object / attribute name) pair\n", "target : (object / attribute name) pair\n", "transform: iterable with two callables (optional)\n", " Data transformation between source and target and target and source.\n", "\n", "Examples\n", "--------\n", ">>> class X(HasTraits):\n", "... value = Int()\n", "\n", ">>> src = X(value=1)\n", ">>> tgt = X(value=42)\n", ">>> c = link((src, \"value\"), (tgt, \"value\"))\n", "\n", "Setting source updates target objects:\n", ">>> src.value = 5\n", ">>> tgt.value\n", "5\n", "\u001b[0;31mFile:\u001b[0m /opt/anaconda3/envs/DataViz2/lib/python3.10/site-packages/traitlets/traitlets.py\n", "\u001b[0;31mType:\u001b[0m type\n", "\u001b[0;31mSubclasses:\u001b[0m " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.link?" ] }, { "cell_type": "code", "execution_count": 69, "id": "467012d7-1c6e-4fc1-8bbf-73f76ac853e8", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3f4cf37592034ae4a9292721424e5063", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(IntProgress(value=90), IntSlider(value=90)))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ip2 = ipywidgets.IntProgress(value=90)\n", "irange2 = ipywidgets.IntSlider(min=0,max=100,step=1)\n", "ipywidgets.link((ip2,'value'),(irange2,'value'))\n", "ipywidgets.VBox([ip2,irange2])" ] }, { "cell_type": "code", "execution_count": 70, "id": "2c68abd3-33db-4c40-a1ec-c02c53ffc030", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "eed87181226c4879b9077df2d7ec898b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Button(description='I am a button.', style=ButtonStyle())" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "button = ipywidgets.Button(description='I am a button.')\n", "button" ] }, { "cell_type": "code", "execution_count": 71, "id": "a6c3afc0-937e-495a-a2aa-4ac533c4a443", "metadata": {}, "outputs": [], "source": [ "def say_click(event): # event?\n", " print('I have clicked!')" ] }, { "cell_type": "code", "execution_count": 72, "id": "cf601a98-83ee-4aed-8488-0edd8368d429", "metadata": {}, "outputs": [], "source": [ "button.on_click(say_click)" ] }, { "cell_type": "code", "execution_count": 80, "id": "9f30778b-87c1-451a-9ba6-c22f14167fde", "metadata": {}, "outputs": [], "source": [ "button = ipywidgets.Button(description='I am a button')\n", "\n", "out = ipywidgets.Output()\n", "\n", "def say_click(event):\n", " with out:\n", " print(\"I have clicked!\")\n", "\n", "button.on_click(say_click)" ] }, { "cell_type": "code", "execution_count": 81, "id": "18a4017a-5be0-4338-af8f-cbdf5d171133", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "78ee239568734198b441a1b45c075cb6", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Button(description='I am a button', style=ButtonStyle())" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "button # where is output?" ] }, { "cell_type": "code", "execution_count": 82, "id": "9e93394e-8347-49cc-a388-07914fc4d8e8", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e29fc4eb44ec468b9c7db84f09b78f6c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(Button(description='I am a button', style=ButtonStyle()), Output()))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.VBox([button,out]) # out is capturing output" ] }, { "cell_type": "code", "execution_count": 83, "id": "0a13983e-7208-4bf9-a8c5-198f3f089a0c", "metadata": {}, "outputs": [], "source": [ "islider = ipywidgets.IntSlider(min=0, max=10, step=1, orientation='vertical')" ] }, { "cell_type": "code", "execution_count": 84, "id": "fa2f98af-bd34-4b71-9d72-419fc258fd18", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1928a52152f94f21a7b31ea763c2133c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "IntSlider(value=0, max=10, orientation='vertical')" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "islider" ] }, { "cell_type": "code", "execution_count": 86, "id": "f753ef75-57bc-4573-9fc0-0565ff38a636", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['_model_module',\n", " '_model_module_version',\n", " '_model_name',\n", " '_view_count',\n", " '_view_module',\n", " '_view_module_version',\n", " '_view_name',\n", " 'description_width',\n", " 'handle_color']" ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ "islider.style.keys" ] }, { "cell_type": "code", "execution_count": 87, "id": "68542faa-04b0-47c6-a7f8-fdfb415a7b2c", "metadata": {}, "outputs": [], "source": [ "cp = ipywidgets.ColorPicker()" ] }, { "cell_type": "code", "execution_count": 88, "id": "b577248b-7f2f-4992-ab5c-53ee3edd1496", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4d78a502bfbf46908e963062413fbb71", "version_major": 2, "version_minor": 0 }, "text/plain": [ "ColorPicker(value='black')" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cp" ] }, { "cell_type": "code", "execution_count": 89, "id": "d2de7376-047a-4d33-8e53-6aa9281a5d52", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'#f5f5f5'" ] }, "execution_count": 89, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cp.value" ] }, { "cell_type": "code", "execution_count": 90, "id": "768da8bf-6eb5-466b-8905-01eb277f89ba", "metadata": {}, "outputs": [], "source": [ "islider.style.handle_color" ] }, { "cell_type": "code", "execution_count": 91, "id": "fb810bd0-6943-490d-8cb1-2be21adbf6f7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Link(source=(ColorPicker(value='#f5f5f5'), 'value'), target=(SliderStyle(), 'handle_color'))" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.jslink( (cp,'value'), (islider.style, 'handle_color'))" ] }, { "cell_type": "code", "execution_count": 92, "id": "751150ce-ea46-41a8-94c9-221561f64e03", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3ef6e4805f044e2ea0483309655b59ae", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HBox(children=(ColorPicker(value='#f5f5f5'), IntSlider(value=2, max=10, orientation='vertical', style=SliderSt…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ipywidgets.HBox([cp,islider])" ] }, { "cell_type": "code", "execution_count": null, "id": "74223828-d11f-4b79-8cac-55b52092faf5", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }