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Copy pathboxplot_figure_spec.json
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106 lines (106 loc) · 2.59 KB
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{
"kind": "boxplot",
"analysis_id": "d7b939710e2c4d29938090d2de8df154",
"x": null,
"y": "value",
"group": "group",
"time": null,
"survival": null,
"analysis_result": {
"protocol_id": "one_way_anova_tukey_v1",
"method": "one_way_anova",
"engine": {
"name": "python",
"version": "3.14.3",
"libraries": {
"numpy": "2.5.1",
"pandas": "3.0.5",
"scipy": "1.18.0",
"statsmodels": "0.14.6",
"scikit_posthocs": "0.14.0"
}
},
"statistics": {
"F": 223.91748907214628,
"df1": 2,
"df2": 33,
"n_total": 36,
"ss_between": 250.95722222222213,
"ss_within": 18.49250000000012,
"ss_total": 269.44972222222225,
"ms_between": 125.47861111111106,
"ms_within": 0.5603787878787916
},
"p_values": {
"overall": 6.346658611542142e-20,
"pairwise": {
"ctrl-trt1": {
"mean_difference": 2.341666666666665,
"p_value": 2.3870147081161974e-08,
"ci_lower": 1.591766568108074,
"ci_upper": 3.091566765225256
},
"ctrl-trt2": {
"mean_difference": 6.391666666666666,
"p_value": 0.0,
"ci_lower": 5.641766568108075,
"ci_upper": 7.141566765225257
},
"trt1-trt2": {
"mean_difference": 4.050000000000001,
"p_value": 2.398081733190338e-14,
"ci_lower": 3.30009990144141,
"ci_upper": 4.799900098558592
}
}
},
"effect_size": {
"eta_squared": 0.9313693855481177
},
"assumptions": [
{
"name": "shapiro_wilk:group:ctrl",
"passed": true,
"statistic": 0.9753377867623907,
"p_value": 0.9579588285671545,
"detail": ""
},
{
"name": "shapiro_wilk:group:trt1",
"passed": true,
"statistic": 0.986651717245536,
"p_value": 0.9982699278359942,
"detail": ""
},
{
"name": "shapiro_wilk:group:trt2",
"passed": true,
"statistic": 0.9863723787239752,
"p_value": 0.9980319691290066,
"detail": ""
},
{
"name": "levene_equal_variance",
"passed": true,
"statistic": 0.4766717430430584,
"p_value": 0.6250546390085074,
"detail": ""
}
],
"warnings": [],
"parameters": {
"alpha": 0.05,
"missing_policy": "complete_case"
},
"metadata": {
"groups": [
"ctrl",
"trt1",
"trt2"
]
}
},
"renderer": "matplotlib+seaborn+statannotations",
"svg_fonttype": "none",
"tiff_dpi": 300
}