{"id":4498,"date":"2025-10-22T15:17:57","date_gmt":"2025-10-22T06:17:57","guid":{"rendered":"https:\/\/bdsl.jbnu.ac.kr\/blog\/?p=4498"},"modified":"2025-10-22T15:17:58","modified_gmt":"2025-10-22T06:17:58","slug":"example-data-visualization","status":"publish","type":"post","link":"https:\/\/bdsl.jbnu.ac.kr\/blog\/example-data-visualization\/","title":{"rendered":"Example &#8211; data visualization"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Matplotlib <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Matplotlib is a general library for plotting data. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Scatter plot<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Source:<\/strong> <a href=\"https:\/\/matplotlib.org\/stable\/plot_types\/basic\/scatter_plot.html#sphx-glr-plot-types-basic-scatter-plot-py\">https:\/\/matplotlib.org\/stable\/plot_types\/basic\/scatter_plot.html#sphx-glr-plot-types-basic-scatter-plot-py<\/a><\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\">import matplotlib.pyplot as plt\nimport numpy as np\n\nplt.style.use('_mpl-gallery')\n\n# make the data\nnp.random.seed(3)\nx = 4 + np.random.normal(0, 2, 24)\ny = 4 + np.random.normal(0, 2, len(x))\n# size and color:\nsizes = np.random.uniform(15, 80, len(x))\ncolors = np.random.uniform(15, 80, len(x))\n\n# plot\nfig, ax = plt.subplots()\n\nax.scatter(x, y, s=sizes, c=colors, vmin=0, vmax=100)\n\nax.set(xlim=(0, 8), xticks=np.arange(1, 8),\n       ylim=(0, 8), yticks=np.arange(1, 8))\n\nplt.show()<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Bar plot <\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Source:<\/strong> <a href=\"https:\/\/matplotlib.org\/stable\/plot_types\/basic\/bar.html#sphx-glr-plot-types-basic-bar-py\">https:\/\/matplotlib.org\/stable\/plot_types\/basic\/bar.html#sphx-glr-plot-types-basic-bar-py<\/a><\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\">import matplotlib.pyplot as plt\nimport numpy as np\n\nplt.style.use('_mpl-gallery')\n\n# make data:\nx = 0.5 + np.arange(8)\ny = [4.8, 5.5, 3.5, 4.6, 6.5, 6.6, 2.6, 3.0]\n\n# plot\nfig, ax = plt.subplots()\n\nax.bar(x, y, width=1, edgecolor=\"white\", linewidth=0.7)\n\nax.set(xlim=(0, 8), xticks=np.arange(1, 8),\n       ylim=(0, 8), yticks=np.arange(1, 8))\n\nplt.show()<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Seaborn <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Seaborn allows more advanced data visualization, based on matplotlib library. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Scatter plot <\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Source:<\/strong> <a href=\"https:\/\/seaborn.pydata.org\/examples\/scatterplot_sizes.html\">https:\/\/seaborn.pydata.org\/examples\/scatterplot_sizes.html<\/a><\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\">import seaborn as sns\nsns.set_theme(style=\"whitegrid\")\n\n# Load the example planets dataset\nplanets = sns.load_dataset(\"planets\")\n\ncmap = sns.cubehelix_palette(rot=-.2, as_cmap=True)\ng = sns.relplot(\n    data=planets,\n    x=\"distance\", y=\"orbital_period\",\n    hue=\"year\", size=\"mass\",\n    palette=cmap, sizes=(10, 200),\n)\ng.set(xscale=\"log\", yscale=\"log\")\ng.ax.xaxis.grid(True, \"minor\", linewidth=.25)\ng.ax.yaxis.grid(True, \"minor\", linewidth=.25)\ng.despine(left=True, bottom=True)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Clustermap <\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Source:<\/strong> <a href=\"https:\/\/seaborn.pydata.org\/examples\/structured_heatmap.html\">https:\/\/seaborn.pydata.org\/examples\/structured_heatmap.html<\/a><\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code lang=\"python\" class=\"language-python\">import pandas as pd\nimport seaborn as sns\nsns.set_theme()\n\n# Load the brain networks example dataset\ndf = sns.load_dataset(\"brain_networks\", header=[0, 1, 2], index_col=0)\n\n# Select a subset of the networks\nused_networks = [1, 5, 6, 7, 8, 12, 13, 17]\nused_columns = (df.columns.get_level_values(\"network\")\n                          .astype(int)\n                          .isin(used_networks))\ndf = df.loc[:, used_columns]\n\n# Create a categorical palette to identify the networks\nnetwork_pal = sns.husl_palette(8, s=.45)\nnetwork_lut = dict(zip(map(str, used_networks), network_pal))\n\n# Convert the palette to vectors that will be drawn on the side of the matrix\nnetworks = df.columns.get_level_values(\"network\")\nnetwork_colors = pd.Series(networks, index=df.columns).map(network_lut)\n\n# Draw the full plot\ng = sns.clustermap(df.corr(), center=0, cmap=\"vlag\",\n                   row_colors=network_colors, col_colors=network_colors,\n                   dendrogram_ratio=(.1, .2),\n                   cbar_pos=(.02, .32, .03, .2),\n                   linewidths=.75, figsize=(12, 13))\n\ng.ax_row_dendrogram.remove()<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Matplotlib Matplotlib is a general library for plotting data. Scatter plot Bar plot Seaborn Seaborn allows more advanced data visualization, based on matplotlib library. Scatter plot Clustermap<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[51],"tags":[],"class_list":["post-4498","post","type-post","status-publish","format-standard","hentry","category-biomedical-data-analysis"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Example - data visualization - Biomedical Data Science Laboratory<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bdsl.jbnu.ac.kr\/blog\/example-data-visualization\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Example - data visualization - Biomedical Data Science Laboratory\" \/>\n<meta property=\"og:description\" content=\"Matplotlib Matplotlib is a general library for plotting data. 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