I am having an issue using any type of 2D kde plotting in seaborn. The y axis seems to be scaled very off.
I am running this on vscode in a jupyter notebook using the most recent version of seaborn
For example here's a joint plot I made using the following code
sns.jointplot( data=df,x='shear', y='sat_norm')
If I added kind='kde' I get the following plot
Here is the dataframe
df = pd.DataFrame({'shear': {2926: 19.975084119123906,
2927: 37.18992996260234,
2928: 51.65416419774487,
2929: 21.366039009849093,
2930: 25.88113171541938,
2931: 22.003321443992395,
2932: 31.496004487542184,
2933: 22.806658663854996,
2934: 18.263753872890693,
2935: 21.843535334409005,
2936: 22.251521128568648,
2937: 17.453526457774004,
2938: 26.235506324206867,
2939: 26.08460755717408,
2940: 21.01288945206868,
2941: 25.33981656045819,
2942: 49.85884696525539,
2943: 19.061595197518667,
2944: 22.055520930078348,
2945: 16.054620367398364,
2946: 26.066791106216126,
2947: 22.236281781977116,
2948: 37.80238579544662,
2949: 51.94723853020805,
2950: 22.702581581004345,
2951: 24.4522078028404,
2952: 17.41624216049658,
2953: 67.09339642489113,
2954: 21.96540029445359,
2955: 24.233579977649505,
2956: 25.20795121022604,
2957: 21.6562261240387,
2958: 27.0494142444042,
2959: 17.54011287370428,
2960: 18.697396725806808,
2961: 49.02470441232235,
2962: 28.02949303327629,
2963: 22.674408982927357,
2964: 26.819193426295584,
2965: 18.68829418353226,
2966: 20.292178837509542,
2967: 23.234931682849908,
2968: 29.397400989980607,
2969: 19.95402826389817,
2970: 24.957673090371784,
2971: 17.22794143393881,
2972: 27.22918907908201,
2973: 16.529767400405497,
2974: 42.68947747724305,
2975: 18.83595171533085,
2976: 64.61656348219817,
2977: 23.2121326465775,
2978: 21.816822597662988,
2979: 23.761938954618433,
2980: 22.3746860746278,
2981: 26.600268661739896,
2982: 21.29366923486611,
2983: 18.870637650525715,
2984: 18.0135587737032,
2985: 28.579495906843647,
2986: 23.08910506826203,
2987: 16.991256497257385,
2988: 21.910669873428414,
2989: 22.745460577656054,
2990: 28.087960913333255,
2991: 24.593572667309093,
2992: 23.68344996824954,
2993: 19.56258466373067,
2994: 20.729275751863117,
2995: 31.123352426565056,
2996: 22.69929042259365,
2997: 17.368592485355563,
2998: 14.627810074160967,
2999: 28.823280792433035,
3000: 19.754066305436545,
3001: 23.324700614940532,
3002: 26.47495965529144,
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3008: 51.31924699875957,
3009: 24.78894585681497,
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3015: 24.613641261417587,
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3018: 63.43726789834157,
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3035: 19.494097962357998,
3036: 24.13206179697415,
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3039: 29.551299737023633,
3040: 26.101254128007504,
3041: 17.317268318386706,
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3044: 19.35706170986814,
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3052: 19.575009700744143,
3053: 28.646232828103965,
3054: 27.322101993118178,
3055: 23.720573186908574,
3056: 16.074319565349974,
3057: 33.32134722818074,
3058: 20.285122238374313,
3059: 22.295064706926176,
3060: 34.490917532259495,
3061: 18.106393765182247,
3062: 26.079044677691964,
3063: 21.398745617756557,
3064: 22.823506303815478,
3065: 18.47791054171732,
3066: 24.859219981415045,
3067: 26.198412760892914,
3068: 20.267591262597996,
3069: 21.82305211316018,
3070: 19.27636620134337,
3071: 17.478282160164976,
3072: 19.952696824307043,
3073: 22.913364440080308,
3074: 37.76115790007609,
3075: 20.85346866691609,
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3077: 25.50770800398135,
3078: 154.64968647259533,
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3083: 22.632575463152595,
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3089: 27.56220569609949,
3090: 43.980673572995606,
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3092: 27.182357473367507,
3093: 33.67803424641848,
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3205: 22.956243874401025,
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'sat_norm': {2926: 1.0141303475223522,
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3356: 0.9955873808781457,
3357: 1.0144012026991114,
3358: 0.9980261364004839}})
I cannot reproduce this error using a sample data set, so I figure it is something with the y data.
I can however get the correct kde plot if it's 1D
This code gives me
sns.kdeplot(data=df, x='sat_norm')
It seems switching X and Y worked for me.