diff --git a/_data/plotschema.json b/_data/plotschema.json
index f7e5e0340..7c2682c41 100644
--- a/_data/plotschema.json
+++ b/_data/plotschema.json
@@ -2500,7 +2500,7 @@
           "valType": "string"
         },
         "categoryorder": {
-          "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+          "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
           "dflt": "trace",
           "editType": "calc",
           "valType": "enumerated",
@@ -2519,6 +2519,8 @@
             "sum descending",
             "mean ascending",
             "mean descending",
+            "geomean ascending",
+            "geomean descending",
             "median ascending",
             "median descending"
           ],
@@ -3844,7 +3846,7 @@
           "valType": "string"
         },
         "categoryorder": {
-          "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+          "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
           "dflt": "trace",
           "editType": "calc",
           "valType": "enumerated",
@@ -3863,6 +3865,8 @@
             "sum descending",
             "mean ascending",
             "mean descending",
+            "geomean ascending",
+            "geomean descending",
             "median ascending",
             "median descending"
           ],
@@ -6823,7 +6827,7 @@
             "valType": "string"
           },
           "categoryorder": {
-            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
             "dflt": "trace",
             "editType": "plot",
             "valType": "enumerated",
@@ -6842,6 +6846,8 @@
               "sum descending",
               "mean ascending",
               "mean descending",
+              "geomean ascending",
+              "geomean descending",
               "median ascending",
               "median descending"
             ],
@@ -7425,7 +7431,7 @@
             "valType": "string"
           },
           "categoryorder": {
-            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
             "dflt": "trace",
             "editType": "plot",
             "valType": "enumerated",
@@ -7444,6 +7450,8 @@
               "sum descending",
               "mean ascending",
               "mean descending",
+              "geomean ascending",
+              "geomean descending",
               "median ascending",
               "median descending"
             ],
@@ -8027,7 +8035,7 @@
             "valType": "string"
           },
           "categoryorder": {
-            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
             "dflt": "trace",
             "editType": "plot",
             "valType": "enumerated",
@@ -8046,6 +8054,8 @@
               "sum descending",
               "mean ascending",
               "mean descending",
+              "geomean ascending",
+              "geomean descending",
               "median ascending",
               "median descending"
             ],
@@ -9561,7 +9571,7 @@
             "valType": "string"
           },
           "categoryorder": {
-            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
             "dflt": "trace",
             "editType": "calc",
             "valType": "enumerated",
@@ -9580,6 +9590,8 @@
               "sum descending",
               "mean ascending",
               "mean descending",
+              "geomean ascending",
+              "geomean descending",
               "median ascending",
               "median descending"
             ],
@@ -10183,7 +10195,7 @@
             "valType": "string"
           },
           "categoryorder": {
-            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean or median of all the values.",
+            "description": "Specifies the ordering logic for the case of categorical variables. By default, plotly uses *trace*, which specifies the order that is present in the data supplied. Set `categoryorder` to *category ascending* or *category descending* if order should be determined by the alphanumerical order of the category names. Set `categoryorder` to *array* to derive the ordering from the attribute `categoryarray`. If a category is not found in the `categoryarray` array, the sorting behavior for that attribute will be identical to the *trace* mode. The unspecified categories will follow the categories in `categoryarray`. Set `categoryorder` to *total ascending* or *total descending* if order should be determined by the numerical order of the values. Similarly, the order can be determined by the min, max, sum, mean, geomean or median of all the values.",
             "dflt": "trace",
             "editType": "calc",
             "valType": "enumerated",
@@ -10202,6 +10214,8 @@
               "sum descending",
               "mean ascending",
               "mean descending",
+              "geomean ascending",
+              "geomean descending",
               "median ascending",
               "median descending"
             ],