{"id":6073,"date":"2026-01-01T11:02:42","date_gmt":"2026-01-01T02:02:42","guid":{"rendered":"https:\/\/secondlife.lol\/?p=6073"},"modified":"2026-01-01T11:13:34","modified_gmt":"2026-01-01T02:13:34","slug":"seaborn-heatmap-advanced-tips","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/en\/seaborn-heatmap-advanced-tips\/","title":{"rendered":"\ud314\ub808\ud2b8\u00b7\uc2a4\ucf00\uc77c\u00b7\ud544\ud130\ub9c1, \uc5ec\uae30\uae4c\uc9c0 \ub9cc\uc9c0\uba74 \uc2e4\uc804\uc774\ub2e4 \u2013 Seaborn Heatmap \ubc88\uc678\ud3b8"},"content":{"rendered":"<style>.kb-image6073_f2b3c8-1a .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6073_f2b3c8-1a\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"512\" height=\"350\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image.png\" alt=\"Seaborn Heatmap \ubc88\uc678\ud3b8 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-6088\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image.png 512w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-300x205.png 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-18x12.png 18w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/secondlife.lol\/seaborn-heatmap-7step-workflow\/\">\uc55e \uae00<\/a>\uc5d0\uc11c\ub294 <a href=\"https:\/\/www.kaggle.com\/datasets\/mahoora00135\/flights\" target=\"_blank\" rel=\"noopener\">flights \uc608\uc81c \ub370\uc774\ud130<\/a>\ub85c \uae30\ubcf8 Seaborn Heatmap\uc744 \uadf8\ub824 \ubcf4\uace0, \uc0c9\uc758 \ud328\ud134\uc744 \uc77d\uc73c\uba74\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \uc815\ub9ac\ud574 \ubd24\uc2b5\ub2c8\ub2e4.<br>\uc774\ubc88 \ubc88\uc678\ud3b8\uc5d0\uc11c\ub294 \uac19\uc740 \ub370\uc774\ud130\ub97c \uadf8\ub300\ub85c \uc4f0\uc9c0\ub9cc <strong>\ud314\ub808\ud2b8, \uac12 \uc2a4\ucf00\uc77c, \uc5f0\ub3c4 \ud544\ud130\ub9c1<\/strong> \uc138 \uac00\uc9c0\ub9cc \uc0b4\uc9dd \ub9cc\uc838\uc11c \u201c\ubcf4\uace0\uc6a9 \uadf8\ub798\ud504\u201d\ub85c \ud55c \ub2e8\uacc4 \uc5c5\uadf8\ub808\uc774\ub4dc\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c \uc5c5\ubb34\uc5d0\uc11c\ub294<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud300\uc7a5 \u00b7 \uc0c1\uc0ac\uc5d0\uac8c \ubcf4\uc5ec\uc904 \uba54\uc778 \uadf8\ub798\ud504<\/li>\n\n\n\n<li>\ud2b9\uc815 \uad6c\uac04\ub9cc \ud655\ub300\ud574\uc11c \ubd99\uc774\ub294 \uc11c\ube0c \uadf8\ub798\ud504<\/li>\n\n\n\n<li>\ud504\ub808\uc820\ud14c\uc774\uc158\uc5d0 \ub123\uc744 \ud55c \uc7a5\uc9dc\ub9ac \ud575\uc2ec \uc2ac\ub77c\uc774\ub4dc\u201d<br>\ub4f1\uc744 \ub9cc\ub4e4\uc5b4\uc57c \ud558\ub2c8\uae4c\uc694.<\/li>\n<\/ul>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6073_79e54e-fe, .wp-block-kadence-advancedheading.kt-adv-heading6073_79e54e-fe[data-kb-block=\"kb-adv-heading6073_79e54e-fe\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6073_79e54e-fe mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6073_79e54e-fe[data-kb-block=\"kb-adv-heading6073_79e54e-fe\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6073_79e54e-fe img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6073_79e54e-fe[data-kb-block=\"kb-adv-heading6073_79e54e-fe\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6073_79e54e-fe wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6073_79e54e-fe\">\ud314\ub808\ud2b8\ub9cc \ubc14\uafd4\ub3c4 \uadf8\ub798\ud504\uc758 \uc131\uaca9\uc774 \ub2ec\ub77c\uc9c4\ub2e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uae30\ubcf8 \ud788\ud2b8\ub9f5\uc740 \ubcf4\ud1b5 <code>rocket<\/code>\ub958\uc758 \uc9d9\uc740 \ubcf4\ub77c \u2192 \ubc1d\uc740 \ub178\ub791 \ud314\ub808\ud2b8\ub97c \uc501\ub2c8\ub2e4.<br>\ud558\uc9c0\ub9cc \u201c\ub9ce\uc744\uc218\ub85d \uc88b\ub2e4\u201d\ub294 \uba54\uc2dc\uc9c0\ub97c \uac15\uc870\ud558\uace0 \uc2f6\ub2e4\uba74, \uc9c1\uad00\uc801\uc778 <strong>\ud30c\ub791\u2013\ucd08\ub85d\u2013\ub178\ub791<\/strong> \uacc4\uc5f4\uc774 \ud6e8\uc52c \uc77d\uae30 \ud3b8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>import matplotlib.pyplot as plt\nimport matplotlib.font_manager as fm\nimport seaborn as sns\n\n# ===== 1) macOS \ud55c\uae00 \ud3f0\ud2b8 \ud0d0\uc0c9 =====\nfont_path = None\nfor f in fm.findSystemFonts():\n    if \"AppleGothic\" in f or \"Apple SD Gothic\" in f:\n        font_path = f\n        break\n\nif font_path:\n    font_name = fm.FontProperties(fname=font_path).get_name()\n    print(\"\uc0ac\uc6a9 \ud3f0\ud2b8:\", font_name)\nelse:\n    font_name = \"Apple SD Gothic Neo\"\n    print(\"AppleGothic \ubabb\ucc3e\uc74c \u2192\", font_name, \"\uc2dc\ub3c4\")\n\n# ===== 2) seaborn \ud14c\ub9c8 + \ud3f0\ud2b8\/\ub9c8\uc774\ub108\uc2a4 \uc124\uc815 =====\nsns.set_theme(\n    style=\"whitegrid\",\n    rc={\n        \"font.family\": font_name,\n        \"axes.unicode_minus\": False,\n    },\n)\n\n# (\ucd94\uac00) matplotlib\uc5d0\ub3c4 \ud55c \ubc88 \ub354 \uace0\uc815\nplt.rcParams&#91;\"font.family\"] = font_name\nplt.rcParams&#91;\"axes.unicode_minus\"] = False\n\n# ===== 3) flights \ub370\uc774\ud130 \ud788\ud2b8\ub9f5 =====\nflights_long = sns.load_dataset(\"flights\")\nflights = flights_long.pivot(index=\"month\", columns=\"year\", values=\"passengers\")\n\nfig, ax = plt.subplots(figsize=(9, 6))\n\nsns.heatmap(\n    flights,\n    annot=True,\n    fmt=\"d\",\n    linewidths=.5,\n    cmap=\"YlGnBu\",   # \ud314\ub808\ud2b8 \ubcc0\uacbd\n    ax=ax,\n)\n\nax.set_title(\"\uc5f0\ub3c4\ubcc4\u00b7\uc6d4\ubcc4 \ud56d\uacf5 \uc2b9\uac1d \uc218 (YlGnBu \ud314\ub808\ud2b8)\")\nfig.tight_layout()\nplt.show()<\/code><\/pre>\n\n\n<style>.kb-image6073_aa9ce6-db .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6073_aa9ce6-db\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"421\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-600x421.jpg\" alt=\"Seaborn Heatmap YlGnBu \ud314\ub808\ud2b8 \uc801\uc6a9 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-6077\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-600x421.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-300x211.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-768x539.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-18x12.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image.jpg 830w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud314\ub808\ud2b8 \uc120\ud0dd \ud301<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub9e4\ucd9c\u00b7\uc0ac\uc6a9\uc790\uc218\u00b7\uc2b9\uac1d\uc218\ucc98\ub7fc \u201c\ucee4\uc9c8\uc218\ub85d \uc88b\uc740 \uac12\u201d \u2192 <code>YlGnBu<\/code>, <code>Greens<\/code>, <code>Blues<\/code><\/li>\n\n\n\n<li>\uc704\ud5d8\ub3c4\u00b7\uc5d0\ub7ec \ud69f\uc218\ucc98\ub7fc \u201c\ucee4\uc9c8\uc218\ub85d \uc548 \uc88b\uc740 \uac12\u201d \u2192 <code>Reds<\/code>, <code>OrRd<\/code><\/li>\n\n\n\n<li>\ube44\uc728\u00b7\ud3b8\ucc28\ucc98\ub7fc \uc591\u00b7\uc74c\uc774 \ubaa8\ub450 \uc911\uc694\ud55c \uac12 \u2192 <code>coolwarm<\/code>, <code>RdBu_r<\/code> \uac19\uc740 \uc591\u00b7\uc74c \uad6c\ubd84 \ud314\ub808\ud2b8<\/li>\n<\/ul>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6073_d9fc28-1f, .wp-block-kadence-advancedheading.kt-adv-heading6073_d9fc28-1f[data-kb-block=\"kb-adv-heading6073_d9fc28-1f\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6073_d9fc28-1f mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6073_d9fc28-1f[data-kb-block=\"kb-adv-heading6073_d9fc28-1f\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6073_d9fc28-1f img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6073_d9fc28-1f[data-kb-block=\"kb-adv-heading6073_d9fc28-1f\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6073_d9fc28-1f wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6073_d9fc28-1f\">\uac12 \uc2a4\ucf00\uc77c \uc81c\ud55c\uc73c\ub85c \u201c\uc3e0\ub9b0 \uc0c9\u201d \uc644\ud654\ud558\uae30<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5f0\ub3c4 \ub4a4\ub85c \uac08\uc218\ub85d \uc2b9\uac1d \uc218\uac00 \ub9ce\uc774 \ub298\uc5b4\ub098\uc11c, \ub4a4\ucabd \uc5f0\ub3c4\ub294 \uac70\uc758 \ubc1d\uc740 \uc0c9\ub9cc \ubcf4\uc774\uace0 \uc55e\ucabd \uc5f0\ub3c4\ub294 \uc5b4\ub450\uc6b4 \uc0c9 \ub369\uc5b4\ub9ac\ucc98\ub7fc \ubb49\uccd0 \ubcf4\uc785\ub2c8\ub2e4.<br>\uc774\ub7f4 \ub54c\ub294 <strong>\uac12 \uc2a4\ucf00\uc77c\uc744 \uc778\uc704\uc801\uc73c\ub85c \ub20c\ub7ec \uc8fc\uac70\ub098, \ub85c\uadf8 \uc2a4\ucf00\uc77c<\/strong>\uc744 \uc0b4\uc9dd \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>from matplotlib.colors import LogNorm\n\nfig, ax = plt.subplots(figsize=(9, 6))\n\nsns.heatmap(\n    flights,\n    annot=False,      # \uc774\ubc88\uc5d4 \uc22b\uc790 \ub300\uc2e0 \uc0c9 \ud328\ud134\ub9cc \ubcf4\uae30\n    linewidths=.5,\n    cmap=\"magma\",\n    norm=LogNorm(),   # \ub85c\uadf8 \uc2a4\ucf00\uc77c \uc801\uc6a9\n    ax=ax\n)\n\nax.set_title(\"\ud56d\uacf5 \uc2b9\uac1d \uc218 \ud788\ud2b8\ub9f5 (\ub85c\uadf8 \uc2a4\ucf00\uc77c)\")\nfig.tight_layout()<\/code><\/pre>\n\n\n<style>.kb-image6073_073a43-86 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6073_073a43-86\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"408\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-1-600x408.jpg\" alt=\"\ud56d\uacf5 \uc2b9\uac1d \uc218 \ud788\ud2b8\ub9f5 \ub85c\uadf8 \uc2a4\ucf00\uc77c \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-6078\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-1-600x408.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-1-300x204.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-1-768x522.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-1-18x12.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-1.jpg 857w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\ub85c\uadf8 \uc2a4\ucf00\uc77c\uc744 \uc4f0\uba74<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub4a4\ucabd \uc5f0\ub3c4\uc758 \u201c\uc555\ub3c4\uc801\uc778 \uc99d\uac00\u201d \ud6a8\uacfc\ub294 \uc870\uae08 \uc904\uc5b4\ub4e4\uace0<\/li>\n\n\n\n<li>\uc55e\ucabd \uc5f0\ub3c4\uc758 \ucc28\uc774\ub3c4 \ub208\uc5d0 \ub4e4\uc5b4\uc635\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ub610\ub294 \ub2e8\uc21c\ud558\uac8c <code>vmin<\/code>, <code>vmax<\/code>\ub85c \uc0c1\u00b7\ud558\ud55c\uc744 \uc798\ub77c\ub0b4\uc11c \uadf9\ub2e8\uc801\uc778 \uac12\uc774 \uadf8\ub798\ud504\ub97c \uc9c0\ubc30\ud558\uc9c0 \uc54a\ub3c4\ub85d \uc870\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>fig, ax = plt.subplots(figsize=(9, 6))\n\nsns.heatmap(\n    flights,\n    annot=True,\n    fmt=\"d\",\n    linewidths=.5,\n    cmap=\"rocket_r\",\n    vmin=150,   # \ucd5c\uc19f\uac12 \uc774\ud558\ub97c \ud55c \uc0c9\uc73c\ub85c \ubb36\uae30\n    vmax=600,   # \ucd5c\ub313\uac12 \uc774\uc0c1\uc744 \ud55c \uc0c9\uc73c\ub85c \ubb36\uae30\n    ax=ax\n)\n\nax.set_title(\"\ud56d\uacf5 \uc2b9\uac1d \uc218 \ud788\ud2b8\ub9f5 (\uac12 \ubc94\uc704 150~600 \uc81c\ud55c)\")\nfig.tight_layout()<\/code><\/pre>\n\n\n<style>.kb-image6073_8bdb30-8b .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6073_8bdb30-8b\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"421\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-2-600x421.jpg\" alt=\"\ud788\ud2b8\ub9f5 \uac12 \ubc94\uc704 \uc81c\ud55c \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-6080\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-2-600x421.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-2-300x211.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-2-768x539.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-2-18x12.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-2.jpg 830w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\ubcf4\uace0\uc6a9\uc73c\ub85c\ub294<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub85c\uadf8 \uc2a4\ucf00\uc77c: \uc804\uccb4 \ud328\ud134\uc744 \uace0\ub974\uac8c \ubcf4\uace0 \uc2f6\uc744 \ub54c<\/li>\n\n\n\n<li>vmin\/vmax: \u201c\uc774 \uc774\uc0c1\uc774\uba74 \ub2e4 \uc704\ud5d8\u201d, \u201c\uc774 \uc774\ud558\ub294 \ubaa8\ub450 \uc591\ud638\u201d\ucc98\ub7fc \uacbd\uacc4\uac12\uc744 \uac15\uc870\ud560 \ub54c<br>\uc4f0\uba74 \uc88b\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6073_4607ce-81, .wp-block-kadence-advancedheading.kt-adv-heading6073_4607ce-81[data-kb-block=\"kb-adv-heading6073_4607ce-81\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6073_4607ce-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6073_4607ce-81[data-kb-block=\"kb-adv-heading6073_4607ce-81\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6073_4607ce-81 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6073_4607ce-81[data-kb-block=\"kb-adv-heading6073_4607ce-81\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6073_4607ce-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6073_4607ce-81\">\ud2b9\uc815 \uc5f0\ub3c4\ub9cc \ub530\ub85c \ubcf4\ub294 \u201c\uc90c\uc778 \uc11c\ube0c \ud788\ud2b8\ub9f5\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0c1\uc0ac\uc5d0\uac8c \uc124\uba85\ud560 \ub54c\ub294 \u201c\ucd5c\uadfc 5\ub144\ub9cc \ub530\ub85c \ubcf4\uc5ec\uc904\ub798?\u201d \uac19\uc740 \uc694\uad6c\uac00 \ub098\uc624\uae30\ub3c4 \ud569\ub2c8\ub2e4.<br>\ud788\ud2b8\ub9f5\uc740 \uc5f4(column)\uc774 \uc5f0\ub3c4\uc774\uae30 \ub54c\ubb38\uc5d0, <code>loc<\/code>\uc73c\ub85c \ud544\uc694\ud55c \uc5f0\ub3c4\ub9cc \uace8\ub77c\uc11c \uadf8\ub9ac\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>recent_years = &#91;1956, 1957, 1958, 1959, 1960]\nflights_recent = flights&#91;recent_years]\n\nfig, ax = plt.subplots(figsize=(7, 5))\n\nsns.heatmap(\n    flights_recent,\n    annot=True,\n    fmt=\"d\",\n    linewidths=.5,\n    cmap=\"YlOrRd\",\n    ax=ax\n)\n\nax.set_title(\"\ucd5c\uadfc 5\ub144(1956\u20131960) \ud56d\uacf5 \uc2b9\uac1d \uc218 \ud788\ud2b8\ub9f5\")\nfig.tight_layout()<\/code><\/pre>\n\n\n<style>.kb-image6073_81cef2-98 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6073_81cef2-98\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"443\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-3-600x443.jpg\" alt=\"\uc90c\uc778 \uc11c\ube0c \ud788\ud2b8\ub9f5 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-6082\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-3-600x443.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-3-300x222.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-3-16x12.jpg 16w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-3.jpg 655w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub807\uac8c \ub9cc\ub4e4\uba74<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uba54\uc778 \ubcf4\uace0\uc11c\uc5d0\ub294 \uc804\uccb4 12\ub144\uc9dc\ub9ac \ud788\ud2b8\ub9f5\uc744 \ub123\uace0<\/li>\n\n\n\n<li>\ubd80\ub85d\uc774\ub098 \uc0c1\uc138 \ud398\uc774\uc9c0\uc5d0\ub294 \u201c\ucd5c\uadfc 5\ub144 \ud655\ub300 \ubc84\uc804\u201d\uc744 \uac19\uc774 \ub123\uc5b4\uc11c<br>\u201c\uc804\uccb4 \ud328\ud134 + \ucd5c\uc2e0 \ucd94\uc138\u201d\ub97c \ub3d9\uc2dc\uc5d0 \ubcf4\uc5ec\uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5f0\ub3c4 \ub300\uc2e0 \ud2b9\uc815 \uc6d4\ub9cc \ubcf4\uace0 \uc2f6\ub2e4\uba74, <code>flights.loc[\"Jan\":\"Mar\"]<\/code>\ucc98\ub7fc \ud589 \uc778\ub371\uc2a4\ub85c \uc790\ub974\ub294 \uac83\ub3c4 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6073_2c931e-99, .wp-block-kadence-advancedheading.kt-adv-heading6073_2c931e-99[data-kb-block=\"kb-adv-heading6073_2c931e-99\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6073_2c931e-99 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6073_2c931e-99[data-kb-block=\"kb-adv-heading6073_2c931e-99\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6073_2c931e-99 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6073_2c931e-99[data-kb-block=\"kb-adv-heading6073_2c931e-99\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6073_2c931e-99 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6073_2c931e-99\">\uc2e4\ubb34\uc5d0\uc11c \uc368\uba39\uae30 \uc88b\uc740 \uc870\ud569 \uc608\uc2dc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc704\uc758 \uc138 \uac00\uc9c0\ub97c \ud55c \ubc88\uc5d0 \uc870\ud569\ud574 \ubd05\ub2c8\ub2e4.<br>\u201c\ucd5c\uadfc 5\ub144\ub9cc, \uc131\uc218\uae30(6~8\uc6d4)\ub9cc, \uc9c1\uad00\uc801\uc778 \ud314\ub808\ud2b8\ub85c\u201d\ub77c\ub294 \uc694\uad6c\uac00 \ub4e4\uc5b4\uc654\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uc8e0.<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code># 6~8\uc6d4\ub9cc \ud544\ud130\ub9c1\nsummer = flights.loc&#91;&#91;\"Jun\", \"Jul\", \"Aug\"], 1956:1960]\n\nfig, ax = plt.subplots(figsize=(6, 4))\n\nsns.heatmap(\n    summer,\n    annot=True,\n    fmt=\"d\",\n    linewidths=.5,\n    cmap=\"YlGnBu\",\n    vmin=300,\n    vmax=700,\n    ax=ax\n)\n\nax.set_title(\"\uc131\uc218\uae30(6\u20138\uc6d4) \ucd5c\uadfc 5\ub144 \uc2b9\uac1d \uc218 \ube44\uad50\")\nfig.tight_layout()<\/code><\/pre>\n\n\n<style>.kb-image6073_5dec7f-7a .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6073_5dec7f-7a\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"565\" height=\"383\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-4.jpg\" alt=\"\ubcf4\uace0\uc11c\uc6a9 \uadf8\ub9bc \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-6083\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-4.jpg 565w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-4-300x203.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image-4-18x12.jpg 18w\" sizes=\"(max-width: 565px) 100vw, 565px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc815\ub3c4\ub9cc \uc870\ud569\ud574\ub3c4<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201c\ucd5c\uadfc 5\ub144 \ub3d9\uc548 \uc5ec\ub984 \uc131\uc218\uae30 \uc218\uc694\uac00 \uc5bc\ub9c8\ub098 \ub354 \ucee4\uc84c\ub294\uc9c0\u201d<\/li>\n\n\n\n<li>\u201c\uc5b4\ub290 \ud574\uac00 \uc720\ub09c\ud788 \uac15\ud588\ub294\uc9c0\u201d<br>\ub97c \ud55c\ub208\uc5d0 \uc124\uba85\ud560 \uc218 \uc788\ub294 \u201c\ubcf4\uace0\uc11c\uc6a9 \uadf8\ub9bc\u201d\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6073_a7313f-d6, .wp-block-kadence-advancedheading.kt-adv-heading6073_a7313f-d6[data-kb-block=\"kb-adv-heading6073_a7313f-d6\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6073_a7313f-d6 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6073_a7313f-d6[data-kb-block=\"kb-adv-heading6073_a7313f-d6\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6073_a7313f-d6 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6073_a7313f-d6[data-kb-block=\"kb-adv-heading6073_a7313f-d6\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h2 class=\"kt-adv-heading6073_a7313f-d6 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6073_a7313f-d6\">\ub9c8\ubb34\ub9ac \u2013 \ubc88\uc678\ud3b8\uc5d0\uc11c \ucc59\uaca8\uc57c \ud560 \uac83\ub4e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ubc88 \ubc88\uc678\ud3b8\uc5d0\uc11c \uc815\ub9ac\ud55c \ud3ec\uc778\ud2b8\ub97c \ub2e4\uc2dc \uc801\uc5b4 \ubcf4\uba74<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud314\ub808\ud2b8\ub294 \uac12\uc758 \uc758\ubbf8(\uc88b\uc74c\/\ub098\uc068\/\uc911\ub9bd)\uc5d0 \ub9de\ucdb0 \uace0\ub974\uae30<\/li>\n\n\n\n<li>\uac12 \uc2a4\ucf00\uc77c\uc740 \ub85c\uadf8 \uc2a4\ucf00\uc77c \ub610\ub294 vmin\/vmax\ub85c \u201c\uc3e0\ub9bc\u201d\uc744 \uc644\ud654\ud558\uae30<\/li>\n\n\n\n<li>\ud2b9\uc815 \uc5f0\ub3c4\u00b7\uc6d4\uc744 \ud544\ud130\ub9c1\ud574\uc11c <strong>\uba54\uc778\u00b7\uc11c\ube0c \uadf8\ub798\ud504\ub97c \ubd84\ub9ac \uad6c\uc131\ud558\uae30<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc55e\uc73c\ub85c \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ud788\ud2b8\ub9f5\uc744 \uadf8\ub9b4 \ub54c,<br>\u201c\uadf8\ub0e5 \ud55c \ubc88\uc5d0 \ub2e4 \ubcf4\uc5ec\uc8fc\ub294 \uae30\ubcf8 \uadf8\ub798\ud504\u201d\uc5d0\uc11c \ud55c \uac78\uc74c \ub354 \ub098\uc544\uac00\uc11c<br>\u201c\ubcf4\uace0\uc11c\uc640 \ubc1c\ud45c\ub97c \uc704\ud574 \ub2e4\ub4ec\uc5b4\uc9c4 \uadf8\ub798\ud504\u201d\ub85c \ub9cc\ub4e4\uc5b4 \ubcf4\ub294 \uc5f0\uc2b5\uc744 \ud574\ubcf4\uba74 \uc88b\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc55e \uae00\uc5d0\uc11c\ub294 flights \uc608\uc81c \ub370\uc774\ud130\ub85c \uae30\ubcf8 Seaborn Heatmap\uc744 \uadf8\ub824 \ubcf4\uace0,&#8230;<\/p>","protected":false},"author":3,"featured_media":6088,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[3],"tags":[1332,162,1334,451,1335,189,1333,33,1331],"class_list":["post-6073","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-coding","tag-eda","tag-matplotlib","tag-pandas","tag-seaborn","tag-1335","tag-189","tag-1333","tag-33","tag-1331"],"taxonomy_info":{"category":[{"value":3,"label":"\ud30c\uc774\uc36c(Python)"}],"post_tag":[{"value":1332,"label":"EDA"},{"value":162,"label":"Matplotlib"},{"value":1334,"label":"pandas"},{"value":451,"label":"seaborn"},{"value":1335,"label":"\uadf8\ub798\ud504\ud301"},{"value":189,"label":"\ub370\uc774\ud130\uc2dc\uac01\ud654"},{"value":1333,"label":"\uc2dc\ubcf8"},{"value":33,"label":"\ud30c\uc774\uc36c"},{"value":1331,"label":"\ud788\ud2b8\ub9f5"}]},"featured_image_src_large":["https:\/\/secondlife.lol\/wp-content\/uploads\/2026\/01\/image.png",512,350,false],"author_info":{"display_name":"TERE","author_link":"https:\/\/secondlife.lol\/en\/author\/tere\/"},"comment_info":0,"category_info":[{"term_id":3,"name":"\ud30c\uc774\uc36c(Python)","slug":"python-coding","term_group":0,"term_taxonomy_id":3,"taxonomy":"category","description":"","parent":20,"count":118,"filter":"raw","cat_ID":3,"category_count":118,"category_description":"","cat_name":"\ud30c\uc774\uc36c(Python)","category_nicename":"python-coding","category_parent":20}],"tag_info":[{"term_id":1332,"name":"EDA","slug":"eda","term_group":0,"term_taxonomy_id":1332,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw"},{"term_id":162,"name":"Matplotlib","slug":"matplotlib","term_group":0,"term_taxonomy_id":162,"taxonomy":"post_tag","description":"","parent":0,"count":19,"filter":"raw"},{"term_id":1334,"name":"pandas","slug":"pandas","term_group":0,"term_taxonomy_id":1334,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw"},{"term_id":451,"name":"seaborn","slug":"seaborn","term_group":0,"term_taxonomy_id":451,"taxonomy":"post_tag","description":"","parent":0,"count":3,"filter":"raw"},{"term_id":1335,"name":"\uadf8\ub798\ud504\ud301","slug":"%ea%b7%b8%eb%9e%98%ed%94%84%ed%8c%81","term_group":0,"term_taxonomy_id":1335,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw"},{"term_id":189,"name":"\ub370\uc774\ud130\uc2dc\uac01\ud654","slug":"%eb%8d%b0%ec%9d%b4%ed%84%b0%ec%8b%9c%ea%b0%81%ed%99%94","term_group":0,"term_taxonomy_id":189,"taxonomy":"post_tag","description":"","parent":0,"count":3,"filter":"raw"},{"term_id":1333,"name":"\uc2dc\ubcf8","slug":"%ec%8b%9c%eb%b3%b8","term_group":0,"term_taxonomy_id":1333,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw"},{"term_id":33,"name":"\ud30c\uc774\uc36c","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac","term_group":0,"term_taxonomy_id":33,"taxonomy":"post_tag","description":"","parent":0,"count":30,"filter":"raw"},{"term_id":1331,"name":"\ud788\ud2b8\ub9f5","slug":"%ed%9e%88%ed%8a%b8%eb%a7%b5","term_group":0,"term_taxonomy_id":1331,"taxonomy":"post_tag","description":"","parent":0,"count":1,"filter":"raw"}],"_links":{"self":[{"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/posts\/6073","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/comments?post=6073"}],"version-history":[{"count":8,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/posts\/6073\/revisions"}],"predecessor-version":[{"id":6089,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/posts\/6073\/revisions\/6089"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/media\/6088"}],"wp:attachment":[{"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/media?parent=6073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/categories?post=6073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/secondlife.lol\/en\/wp-json\/wp\/v2\/tags?post=6073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}