Rotational sweep of Gaussian kernel density estimate (KDE) profiles around a central axis, producing smooth 3D vase shapes. Uses Silverman's rule for automatic bandwidth selection. Configurable KDE resolution, radial segments, and maximum radius. Each category gets its own violin, color-coded from the palette.

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category	values
Group A	26.6045802365988538.5808629449456943.75113843940198420.65370894968509745.8161081094294834.2608982138335710.66023749299347444.6854428946971930.99562221206724641.8741620797663920.94231082126498230.68273193202912820.07131358608603532.7925744839012631.36942101642489447.5172869581729222.29439735412597737.0809059403836748.9753062929958147.42428589612245639.9987945053726440.7328821718692839.3366039264947240.48686121590435534.6439107879996336.5135821793228424.51884088106453428.39322089217603235.0813972484320412.55642797797918327.55528290756046817.397096781060143.1052616983652123.14329123124480243.6260946281254318.85930016636848445.8643887564539918.7929974496364641.8038096465170449.9831637553870710.73605819605290938.4632243402302339.2843251768499641.83728495612740541.7982531897723722.6588906347751641.67703327722847527.3608924075961127.29894704185426210.52160058170557
Group B	45.42246472323313420.7941469573415837.1263997419737323.7197634298354426.72943589743226824.7102688113227526.2680458021350238.5092666768468936.73223009333014539.8503873473964631.223333464004142.9295968171209125.50598840229213237.8503040387295247.1521573560312421.13649574108421822.59600934106856625.5839443276636327.64520002296194437.07351144868880549.4227038091048641.4959880476817536.84408184140920639.7644880879670446.1537807178683633.3273176080547342.1089519467204831.8010089430026730.3148527164012229.56652436405420321.6486269794404522.25452198646962643.7945530097931628.8294395874254449.08973356476053624.2585115414112840.15893250238150426.6467601852491524.42586936289444634.6889655105769622.89629076374694745.26273034047335428.66212409455329246.20686453999951520.3078326024115121.0224924003705426.68947219848632841.1665219976566728.24365231208503246.547064147889614
Group C	50.9679224994033641.0306358430534632.75103115709498524.2942046094685821.7769303079694520.4577923356555410.24728879099711836.8317135446704936.21511825593188442.41313181817531623.70611601043492652.398873011115945.18572149565443427.79645807575434438.3865226944908547.276530375238518.18483934970572624.31032355641946245.25610492099076542.0705706067383337.652140245772923.89410333242267410.00747211044654338.26691208640113545.85234205704182422.26028429111465834.3457833817228735.076946981716933.657896816730529.89737693686038344.25754744559526410.91046968474984213.89744423329830221.80682541336864231.94718673592433323.9732874510809785.95251621678471611.0196917038410945.27952491305768539.0351867140270850.7348826923407625.1561033609323217.37144052283838431.5659995609894448.2892552460543841.14804560784250522.10308803012594612.402050308883198.58724544057622634.6031943638809

{
  "data": [
    {
      "category": "Group A",
      "values": [
        26.60458023659885,
        38.58086294494569,
        43.751138439401984,
        20.653708949685097,
        45.81610810942948,
        34.26089821383357,
        10.660237492993474,
        44.68544289469719,
        30.995622212067246,
        41.87416207976639,
        20.942310821264982,
        30.682731932029128,
        20.071313586086035,
        32.79257448390126,
        31.369421016424894,
        47.51728695817292,
        22.294397354125977,
        37.08090594038367,
        48.97530629299581,
        47.424285896122456,
        39.99879450537264,
        40.73288217186928,
        39.33660392649472,
        40.486861215904355,
        34.64391078799963,
        36.51358217932284,
        24.518840881064534,
        28.393220892176032,
        35.08139724843204,
        12.556427977979183,
        27.555282907560468,
        17.3970967810601,
        43.10526169836521,
        23.143291231244802,
        43.62609462812543,
        18.859300166368484,
        45.86438875645399,
        18.79299744963646,
        41.80380964651704,
        49.98316375538707,
        10.736058196052909,
        38.46322434023023,
        39.28432517684996,
        41.837284956127405,
        41.79825318977237,
        22.65889063477516,
        41.677033277228475,
        27.36089240759611,
        27.298947041854262,
        10.52160058170557
      ]
    },
    {
      "category": "Group B",
      "values": [
        45.422464723233134,
        20.79414695734158,
        37.12639974197373,
        23.71976342983544,
        26.729435897432268,
        24.71026881132275,
        26.26804580213502,
        38.50926667684689,
        36.732230093330145,
        39.85038734739646,
        31.2233334640041,
        42.92959681712091,
        25.505988402292132,
        37.85030403872952,
        47.15215735603124,
        21.136495741084218,
        22.596009341068566,
        25.58394432766363,
        27.645200022961944,
        37.073511448688805,
        49.42270380910486,
        41.49598804768175,
        36.844081841409206,
        39.76448808796704,
        46.15378071786836,
        33.32731760805473,
        42.10895194672048,
        31.80100894300267,
        30.31485271640122,
        29.566524364054203,
        21.64862697944045,
        22.254521986469626,
        43.79455300979316,
        28.82943958742544,
        49.089733564760536,
        24.25851154141128,
        40.158932502381504,
        26.64676018524915,
        24.425869362894446,
        34.68896551057696,
        22.896290763746947,
        45.262730340473354,
        28.662124094553292,
        46.206864539999515,
        20.30783260241151,
        21.02249240037054,
        26.689472198486328,
        41.16652199765667,
        28.243652312085032,
        46.547064147889614
      ]
    },
    {
      "category": "Group C",
      "values": [
        50.96792249940336,
        41.03063584305346,
        32.751031157094985,
        24.29420460946858,
        21.77693030796945,
        20.45779233565554,
        10.247288790997118,
        36.83171354467049,
        36.215118255931884,
        42.413131818175316,
        23.706116010434926,
        52.39887301111594,
        5.185721495654434,
        27.796458075754344,
        38.38652269449085,
        47.27653037523851,
        8.184839349705726,
        24.310323556419462,
        45.256104920990765,
        42.07057060673833,
        37.6521402457729,
        23.894103332422674,
        10.007472110446543,
        38.266912086401135,
        45.852342057041824,
        22.260284291114658,
        34.34578338172287,
        35.0769469817169,
        33.6578968167305,
        29.897376936860383,
        44.257547445595264,
        10.910469684749842,
        13.897444233298302,
        21.806825413368642,
        31.947186735924333,
        23.973287451080978,
        5.952516216784716,
        11.01969170384109,
        45.279524913057685,
        39.03518671402708,
        50.73488269234076,
        25.15610336093232,
        17.371440522838384,
        31.56599956098944,
        48.28925524605438,
        41.148045607842505,
        22.103088030125946,
        12.40205030888319,
        8.587245440576226,
        34.6031943638809
      ]
    }
  ],
  "series": [
    {
      "type": "violin3d",
      "xKey": "category",
      "yKey": "values"
    }
  ],
  "title": {
    "text": "3D Violin — KDE Profiles"
  }
}

Edit JSON above · auto-previews after 0.9 s

Rotational sweep of Gaussian KDE into 3D vase shapes.

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category	values
Group A	26.6045802365988538.5808629449456943.75113843940198420.65370894968509745.8161081094294834.2608982138335710.66023749299347444.6854428946971930.99562221206724641.8741620797663920.94231082126498230.68273193202912820.07131358608603532.7925744839012631.36942101642489447.5172869581729222.29439735412597737.0809059403836748.9753062929958147.42428589612245639.9987945053726440.7328821718692839.3366039264947240.48686121590435534.6439107879996336.5135821793228424.51884088106453428.39322089217603235.0813972484320412.55642797797918327.55528290756046817.397096781060143.1052616983652123.14329123124480243.6260946281254318.85930016636848445.8643887564539918.7929974496364641.8038096465170449.9831637553870710.73605819605290938.4632243402302339.2843251768499641.83728495612740541.7982531897723722.6588906347751641.67703327722847527.3608924075961127.29894704185426210.52160058170557
Group B	45.42246472323313420.7941469573415837.1263997419737323.7197634298354426.72943589743226824.7102688113227526.2680458021350238.5092666768468936.73223009333014539.8503873473964631.223333464004142.9295968171209125.50598840229213237.8503040387295247.1521573560312421.13649574108421822.59600934106856625.5839443276636327.64520002296194437.07351144868880549.4227038091048641.4959880476817536.84408184140920639.7644880879670446.1537807178683633.3273176080547342.1089519467204831.8010089430026730.3148527164012229.56652436405420321.6486269794404522.25452198646962643.7945530097931628.8294395874254449.08973356476053624.2585115414112840.15893250238150426.6467601852491524.42586936289444634.6889655105769622.89629076374694745.26273034047335428.66212409455329246.20686453999951520.3078326024115121.0224924003705426.68947219848632841.1665219976566728.24365231208503246.547064147889614
Group C	50.9679224994033641.0306358430534632.75103115709498524.2942046094685821.7769303079694520.4577923356555410.24728879099711836.8317135446704936.21511825593188442.41313181817531623.70611601043492652.398873011115945.18572149565443427.79645807575434438.3865226944908547.276530375238518.18483934970572624.31032355641946245.25610492099076542.0705706067383337.652140245772923.89410333242267410.00747211044654338.26691208640113545.85234205704182422.26028429111465834.3457833817228735.076946981716933.657896816730529.89737693686038344.25754744559526410.91046968474984213.89744423329830221.80682541336864231.94718673592433323.9732874510809785.95251621678471611.0196917038410945.27952491305768539.0351867140270850.7348826923407625.1561033609323217.37144052283838431.5659995609894448.2892552460543841.14804560784250522.10308803012594612.402050308883198.58724544057622634.6031943638809

Edit JSON above · auto-previews after 0.9 s

Rotational sweep of Gaussian KDE into 3D vase shapes.

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