diff --git a/superset-frontend/plugins/legacy-plugin-chart-chord/src/index.js b/superset-frontend/plugins/legacy-plugin-chart-chord/src/index.js
index 4726a9aef2e07..d159ab92e341d 100644
--- a/superset-frontend/plugins/legacy-plugin-chart-chord/src/index.js
+++ b/superset-frontend/plugins/legacy-plugin-chart-chord/src/index.js
@@ -32,13 +32,7 @@ const metadata = new ChartMetadata({
     { url: example, caption: t('Relationships between community channels') },
   ],
   name: t('Chord Diagram'),
-  tags: [
-    t('Aesthetic'),
-    t('Circular'),
-    t('Legacy'),
-    t('Proportional'),
-    t('Relational'),
-  ],
+  tags: [t('Circular'), t('Legacy'), t('Proportional'), t('Relational')],
   thumbnail,
   useLegacyApi: true,
 });
diff --git a/superset-frontend/plugins/legacy-plugin-chart-parallel-coordinates/src/index.js b/superset-frontend/plugins/legacy-plugin-chart-parallel-coordinates/src/index.js
index 0a6ff7bb5aac2..74b985e7cff6f 100644
--- a/superset-frontend/plugins/legacy-plugin-chart-parallel-coordinates/src/index.js
+++ b/superset-frontend/plugins/legacy-plugin-chart-parallel-coordinates/src/index.js
@@ -31,7 +31,7 @@ const metadata = new ChartMetadata({
   ),
   exampleGallery: [{ url: example1 }, { url: example2 }],
   name: t('Parallel Coordinates'),
-  tags: [t('Coordinates'), t('Directional'), t('Legacy'), t('Relational')],
+  tags: [t('Directional'), t('Legacy'), t('Relational')],
   thumbnail,
   useLegacyApi: true,
 });
diff --git a/superset-frontend/plugins/legacy-plugin-chart-world-map/src/index.js b/superset-frontend/plugins/legacy-plugin-chart-world-map/src/index.js
index 8c2cf10d4f60b..2a687597f0dd1 100644
--- a/superset-frontend/plugins/legacy-plugin-chart-world-map/src/index.js
+++ b/superset-frontend/plugins/legacy-plugin-chart-world-map/src/index.js
@@ -33,7 +33,6 @@ const metadata = new ChartMetadata({
   name: t('World Map'),
   tags: [
     t('2D'),
-    t('Aesthetic'),
     t('Comparison'),
     t('Intensity'),
     t('Legacy'),
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Contour/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Contour/index.ts
index bc0bd8c1f6ccc..2dd9e4cc54408 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Contour/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Contour/index.ts
@@ -32,7 +32,7 @@ const metadata = new ChartMetadata({
   name: t('deck.gl Contour'),
   thumbnail,
   useLegacyApi: true,
-  tags: [t('deckGL'), t('Spatial'), t('Comparison'), t('Experimental')],
+  tags: [t('deckGL'), t('Spatial'), t('Comparison')],
 });
 
 export default class ContourChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Geojson/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Geojson/index.ts
index 23708a2d24a61..d611f39ba757d 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Geojson/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Geojson/index.ts
@@ -32,7 +32,7 @@ const metadata = new ChartMetadata({
   name: t('deck.gl Geojson'),
   thumbnail,
   useLegacyApi: true,
-  tags: [t('deckGL'), t('2D'), t('Aesthetic')],
+  tags: [t('deckGL'), t('2D')],
 });
 
 export default class GeojsonChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Grid/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Grid/index.ts
index b9d45ddaff91b..a8c0b31856f0a 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Grid/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Grid/index.ts
@@ -32,7 +32,7 @@ const metadata = new ChartMetadata({
   thumbnail,
   exampleGallery: [{ url: example }],
   useLegacyApi: true,
-  tags: [t('deckGL'), t('3D'), t('Comparison'), t('Experimental')],
+  tags: [t('deckGL'), t('3D'), t('Comparison')],
 });
 
 export default class GridChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Heatmap/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Heatmap/index.ts
index adf4ed393e4d1..f9a6f1cffc757 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Heatmap/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Heatmap/index.ts
@@ -32,7 +32,7 @@ const metadata = new ChartMetadata({
   name: t('deck.gl Heatmap'),
   thumbnail,
   useLegacyApi: true,
-  tags: [t('deckGL'), t('Spatial'), t('Comparison'), t('Experimental')],
+  tags: [t('deckGL'), t('Spatial'), t('Comparison')],
 });
 
 export default class HeatmapChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Hex/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Hex/index.ts
index 1b67fbb657a3d..cd22289578fe6 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Hex/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Hex/index.ts
@@ -32,7 +32,7 @@ const metadata = new ChartMetadata({
   name: t('deck.gl 3D Hexagon'),
   thumbnail,
   useLegacyApi: true,
-  tags: [t('deckGL'), t('3D'), t('Geo'), t('Comparison'), t('Experimental')],
+  tags: [t('deckGL'), t('3D'), t('Geo'), t('Comparison')],
 });
 
 export default class HexChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Polygon/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Polygon/index.ts
index d6852144938d1..4b74cf87f672f 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Polygon/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Polygon/index.ts
@@ -32,13 +32,7 @@ const metadata = new ChartMetadata({
   thumbnail,
   exampleGallery: [{ url: example }],
   useLegacyApi: true,
-  tags: [
-    t('deckGL'),
-    t('3D'),
-    t('Multi-Dimensions'),
-    t('Geo'),
-    t('Experimental'),
-  ],
+  tags: [t('deckGL'), t('3D'), t('Multi-Dimensions'), t('Geo')],
 });
 
 export default class PolygonChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Screengrid/index.ts b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Screengrid/index.ts
index a106d3d8a955a..13ff95b724c44 100644
--- a/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Screengrid/index.ts
+++ b/superset-frontend/plugins/legacy-preset-chart-deckgl/src/layers/Screengrid/index.ts
@@ -32,13 +32,7 @@ const metadata = new ChartMetadata({
   thumbnail,
   exampleGallery: [{ url: example }],
   useLegacyApi: true,
-  tags: [
-    t('deckGL'),
-    t('Comparison'),
-    t('Intensity'),
-    t('Experimental'),
-    t('Density'),
-  ],
+  tags: [t('deckGL'), t('Comparison'), t('Intensity'), t('Density')],
 });
 
 export default class ScreengridChartPlugin extends ChartPlugin {
diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Area/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Area/index.js
index b85a645792409..3c8b79ec8a1e8 100644
--- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Area/index.js
+++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Area/index.js
@@ -42,7 +42,6 @@ const metadata = new ChartMetadata({
   name: t('Area Chart (legacy)'),
   supportedAnnotationTypes: [ANNOTATION_TYPES.INTERVAL, ANNOTATION_TYPES.EVENT],
   tags: [
-    t('Aesthetic'),
     t('Comparison'),
     t('Continuous'),
     t('Legacy'),
@@ -53,7 +52,6 @@ const metadata = new ChartMetadata({
     t('Time'),
     t('Trend'),
     t('nvd3'),
-    t('Deprecated'),
   ],
   thumbnail,
   useLegacyApi: true,
diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bar/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bar/index.js
index d2f14b4b71c9f..c9ac21f84c99f 100644
--- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bar/index.js
+++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bar/index.js
@@ -40,13 +40,11 @@ const metadata = new ChartMetadata({
     t('Time'),
     t('Trend'),
     t('Stacked'),
-    t('Vertical'),
     t('Percentages'),
     t('Proportional'),
     t('Advanced-Analytics'),
     t('nvd3'),
     t('Legacy'),
-    t('Deprecated'),
   ],
   thumbnail,
   useLegacyApi: true,
diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js
index f3cf1f2435a8f..6c259a35e664d 100644
--- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js
+++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Bubble/index.js
@@ -33,14 +33,12 @@ const metadata = new ChartMetadata({
   name: t('Bubble Chart (legacy)'),
   tags: [
     t('Multi-Dimensions'),
-    t('Aesthetic'),
     t('Comparison'),
     t('Legacy'),
     t('Scatter'),
     t('Time'),
     t('Trend'),
     t('nvd3'),
-    t('Deprecated'),
   ],
   thumbnail,
   useLegacyApi: true,
diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/DistBar/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/DistBar/index.js
index b29277f8c73bd..a505b8398bf44 100644
--- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/DistBar/index.js
+++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/DistBar/index.js
@@ -42,14 +42,10 @@ const metadata = new ChartMetadata({
     t('Bar'),
     t('Categorical'),
     t('Comparison'),
-    t('Discrete'),
     t('Legacy'),
     t('Percentages'),
-    t('Popular'),
     t('Stacked'),
-    t('Vertical'),
     t('nvd3'),
-    t('Deprecated'),
   ],
   thumbnail,
   useLegacyApi: true,
diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Line/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Line/index.js
index c848e7accd7b5..7a08a99418c16 100644
--- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Line/index.js
+++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Line/index.js
@@ -43,7 +43,7 @@ const metadata = new ChartMetadata({
     ANNOTATION_TYPES.EVENT,
     ANNOTATION_TYPES.FORMULA,
   ],
-  tags: [t('Aesthetic'), t('Legacy'), t('nvd3'), t('Deprecated')],
+  tags: [t('Legacy'), t('nvd3')],
   thumbnail,
   useLegacyApi: true,
 });
diff --git a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Pie/index.js b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Pie/index.js
index 408656ea12023..903ad154da604 100644
--- a/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Pie/index.js
+++ b/superset-frontend/plugins/legacy-preset-chart-nvd3/src/Pie/index.js
@@ -28,7 +28,7 @@ const metadata = new ChartMetadata({
   name: t('Pie Chart (legacy)'),
   thumbnail,
   useLegacyApi: true,
-  tags: [t('Legacy'), t('nvd3'), t('Deprecated')],
+  tags: [t('Legacy'), t('nvd3')],
 });
 
 /**
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberPeriodOverPeriod/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberPeriodOverPeriod/index.ts
index a2730641533c9..04f3e938afae6 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberPeriodOverPeriod/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberPeriodOverPeriod/index.ts
@@ -34,7 +34,6 @@ export default class PopKPIPlugin extends ChartPlugin {
         t('Business'),
         t('Percentages'),
         t('Report'),
-        t('Description'),
         t('Advanced-Analytics'),
       ],
       thumbnail,
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberTotal/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberTotal/index.ts
index 5137f8192036a..a33ea731cc167 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberTotal/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberTotal/index.ts
@@ -43,7 +43,6 @@ const metadata = {
     t('Percentages'),
     t('Popular'),
     t('Report'),
-    t('Description'),
   ],
   thumbnail,
   behaviors: [Behavior.DrillToDetail],
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberWithTrendline/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberWithTrendline/index.ts
index 2f8da6ef0f057..b02a123b3f665 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberWithTrendline/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberWithTrendline/index.ts
@@ -41,7 +41,6 @@ const metadata = {
     t('Percentages'),
     t('Popular'),
     t('Report'),
-    t('Description'),
     t('Trend'),
   ],
   thumbnail,
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/index.ts
index 362e75556a8ea..26b82308d7902 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Bubble/index.ts
@@ -45,7 +45,6 @@ export default class EchartsBubbleChartPlugin extends ChartPlugin<
         name: t('Bubble Chart'),
         tags: [
           t('Multi-Dimensions'),
-          t('Aesthetic'),
           t('Comparison'),
           t('Scatter'),
           t('Time'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Graph/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Graph/index.ts
index bdab9b6da86e7..87be95f2a4f57 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Graph/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Graph/index.ts
@@ -39,7 +39,6 @@ export default class EchartsGraphChartPlugin extends EchartsChartPlugin {
         exampleGallery: [{ url: example }],
         name: t('Graph Chart'),
         tags: [
-          t('Aesthetic'),
           t('Circular'),
           t('Comparison'),
           t('Directional'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/MixedTimeseries/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/MixedTimeseries/index.ts
index 3ebc7c4f0d5f5..c65da2514406f 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/MixedTimeseries/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/MixedTimeseries/index.ts
@@ -69,9 +69,7 @@ export default class EchartsTimeseriesChartPlugin extends EchartsChartPlugin<
         thumbnail,
         tags: [
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('ECharts'),
-          t('Experimental'),
           t('Line'),
           t('Multi-Variables'),
           t('Time'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Pie/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Pie/index.ts
index 6c022ec723521..eecf8d2ddb98e 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Pie/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Pie/index.ts
@@ -67,7 +67,6 @@ export default class EchartsPieChartPlugin extends EchartsChartPlugin<
         ],
         name: t('Pie Chart'),
         tags: [
-          t('Aesthetic'),
           t('Categorical'),
           t('Circular'),
           t('Comparison'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Radar/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Radar/index.ts
index 5a919febbcf46..41feb2ff9073b 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Radar/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Radar/index.ts
@@ -62,7 +62,6 @@ export default class EchartsRadarChartPlugin extends EchartsChartPlugin<
         tags: [
           t('Business'),
           t('Comparison'),
-          t('Coordinates'),
           t('Multi-Variables'),
           t('Report'),
           t('Web'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/index.ts
index 94fb33c90448e..fc3e75473d39d 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Sunburst/index.ts
@@ -44,12 +44,7 @@ export default class EchartsSunburstChartPlugin extends EchartsChartPlugin {
         ),
         exampleGallery: [{ url: example1 }, { url: example2 }],
         name: t('Sunburst Chart'),
-        tags: [
-          t('ECharts'),
-          t('Aesthetic'),
-          t('Multi-Levels'),
-          t('Proportional'),
-        ],
+        tags: [t('ECharts'), t('Multi-Levels'), t('Proportional')],
         thumbnail,
       },
       transformProps,
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Area/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Area/index.ts
index eb3564bb91750..3380727d1c176 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Area/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Area/index.ts
@@ -66,7 +66,6 @@ export default class EchartsAreaChartPlugin extends EchartsChartPlugin<
           t('ECharts'),
           t('Predictive'),
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Time'),
           t('Line'),
           t('Transformable'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Bar/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Bar/index.ts
index 6e1962b4cfbdb..70b42e7518882 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Bar/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Bar/index.ts
@@ -76,11 +76,9 @@ export default class EchartsTimeseriesBarChartPlugin extends EchartsChartPlugin<
           t('ECharts'),
           t('Predictive'),
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Time'),
           t('Transformable'),
           t('Stacked'),
-          t('Vertical'),
           t('Bar'),
           t('Popular'),
         ],
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Line/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Line/index.ts
index c778e0719bc76..7b4eb09a4bccd 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Line/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Line/index.ts
@@ -71,7 +71,6 @@ export default class EchartsTimeseriesLineChartPlugin extends EchartsChartPlugin
           t('ECharts'),
           t('Predictive'),
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Line'),
           t('Popular'),
         ],
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Scatter/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Scatter/index.ts
index 931a790cc039c..24d02a066a741 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Scatter/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/Scatter/index.ts
@@ -70,7 +70,6 @@ export default class EchartsTimeseriesScatterChartPlugin extends EchartsChartPlu
           t('ECharts'),
           t('Predictive'),
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Time'),
           t('Transformable'),
           t('Scatter'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/SmoothLine/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/SmoothLine/index.ts
index 320e4752e4391..b3fd174772c05 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/SmoothLine/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Regular/SmoothLine/index.ts
@@ -70,7 +70,6 @@ export default class EchartsTimeseriesSmoothLineChartPlugin extends EchartsChart
           t('ECharts'),
           t('Predictive'),
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Time'),
           t('Line'),
           t('Transformable'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Step/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Step/index.ts
index c581da3e00179..fcdbc52468b57 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Step/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/Step/index.ts
@@ -61,7 +61,6 @@ export default class EchartsTimeseriesStepChartPlugin extends EchartsChartPlugin
           t('ECharts'),
           t('Predictive'),
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Time'),
           t('Transformable'),
           t('Stacked'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/index.ts
index 33623952e7d0e..781aedfad9740 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/index.ts
@@ -58,7 +58,6 @@ export default class EchartsTimeseriesChartPlugin extends EchartsChartPlugin<
         name: t('Generic Chart'),
         tags: [
           t('Advanced-Analytics'),
-          t('Aesthetic'),
           t('Line'),
           t('Predictive'),
           t('Time'),
diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/index.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/index.ts
index e461e68605a4c..47d541e738030 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/index.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Treemap/index.ts
@@ -60,7 +60,6 @@ export default class EchartsTreemapChartPlugin extends EchartsChartPlugin<
         exampleGallery: [{ url: example1 }, { url: example2 }],
         name: t('Treemap'),
         tags: [
-          t('Aesthetic'),
           t('Categorical'),
           t('Comparison'),
           t('ECharts'),
diff --git a/superset-frontend/plugins/plugin-chart-table/src/index.ts b/superset-frontend/plugins/plugin-chart-table/src/index.ts
index ce250aa87c216..f7a861edba904 100644
--- a/superset-frontend/plugins/plugin-chart-table/src/index.ts
+++ b/superset-frontend/plugins/plugin-chart-table/src/index.ts
@@ -51,7 +51,6 @@ const metadata = new ChartMetadata({
     t('Report'),
     t('Sequential'),
     t('Tabular'),
-    t('Description'),
   ],
   thumbnail,
 });
diff --git a/superset-frontend/plugins/plugin-chart-word-cloud/src/plugin/index.ts b/superset-frontend/plugins/plugin-chart-word-cloud/src/plugin/index.ts
index 4b484ccf6d3ba..f50064bfe4eff 100644
--- a/superset-frontend/plugins/plugin-chart-word-cloud/src/plugin/index.ts
+++ b/superset-frontend/plugins/plugin-chart-word-cloud/src/plugin/index.ts
@@ -37,14 +37,7 @@ const metadata = new ChartMetadata({
   ),
   exampleGallery: [{ url: example1 }, { url: example2 }],
   name: t('Word Cloud'),
-  tags: [
-    t('Aesthetic'),
-    t('Categorical'),
-    t('Comparison'),
-    t('Description'),
-    t('Density'),
-    t('Single Metric'),
-  ],
+  tags: [t('Categorical'), t('Comparison'), t('Density'), t('Single Metric')],
   thumbnail,
 });
 
diff --git a/superset-frontend/src/assets/images/icons/ballot.svg b/superset-frontend/src/assets/images/icons/ballot.svg
index 00d1a235ce111..e235f13378a26 100644
--- a/superset-frontend/src/assets/images/icons/ballot.svg
+++ b/superset-frontend/src/assets/images/icons/ballot.svg
@@ -17,6 +17,6 @@ specific language governing permissions and limitations
 under the License.
 -->
 
-<svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path d="M8.66667 5H12V6.33333H8.66667V5ZM8.66667 9.66667H12V11H8.66667V9.66667ZM12.6667 2H3.33333C2.6 2 2 2.6 2 3.33333V12.6667C2 13.4 2.6 14 3.33333 14H12.6667C13.4 14 14 13.4 14 12.6667V3.33333C14 2.6 13.4 2 12.6667 2ZM12.6667 12.6667H3.33333V3.33333H12.6667V12.6667ZM7.33333 4H4V7.33333H7.33333V4ZM6.66667 6.66667H4.66667V4.66667H6.66667V6.66667ZM7.33333 8.66667H4V12H7.33333V8.66667ZM6.66667 11.3333H4.66667V9.33333H6.66667V11.3333Z" fill="currentColor"/>
+<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M13 7.5H18V9.5H13V7.5ZM13 14.5H18V16.5H13V14.5ZM19 3H5C3.9 3 3 3.9 3 5V19C3 20.1 3.9 21 5 21H19C20.1 21 21 20.1 21 19V5C21 3.9 20.1 3 19 3ZM19 19H5V5H19V19ZM11 6H6V11H11V6ZM10 10H7V7H10V10ZM11 13H6V18H11V13ZM10 17H7V14H10V17Z" fill="currentColor"/>
 </svg>
diff --git a/superset-frontend/src/assets/images/icons/category.svg b/superset-frontend/src/assets/images/icons/category.svg
index 471cf254d0225..6392c58b6e317 100644
--- a/superset-frontend/src/assets/images/icons/category.svg
+++ b/superset-frontend/src/assets/images/icons/category.svg
@@ -17,6 +17,6 @@ specific language governing permissions and limitations
 under the License.
 -->
 
-<svg width="17" height="17" viewBox="0 0 17 17" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path d="M7.73967 1.7002L4.04888 7.79629H11.4305L7.73967 1.7002ZM7.73967 4.3012L9.0348 6.4416H6.43783L7.73967 4.3012ZM11.4305 9.15098C9.75954 9.15098 8.41072 10.5124 8.41072 12.199C8.41072 13.8856 9.75954 15.2471 11.4305 15.2471C13.1014 15.2471 14.4502 13.8856 14.4502 12.199C14.4502 10.5124 13.1014 9.15098 11.4305 9.15098ZM11.4305 13.8924C10.5044 13.8924 9.75283 13.1338 9.75283 12.199C9.75283 11.2643 10.5044 10.5057 11.4305 10.5057C12.3565 10.5057 13.1081 11.2643 13.1081 12.199C13.1081 13.1338 12.3565 13.8924 11.4305 13.8924ZM1.7002 14.9084H7.06862V9.48965H1.7002V14.9084ZM3.0423 10.8443H5.72651V13.5537H3.0423V10.8443Z" fill="currentColor" fill-opacity="0.85"/>
+<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M10.9262 2.3999L5.71569 11.0062H16.1367L10.9262 2.3999ZM10.9262 6.0719L12.7546 9.09365H9.08832L10.9262 6.0719ZM16.1367 12.9187C13.7778 12.9187 11.8736 14.8407 11.8736 17.2218C11.8736 19.6028 13.7778 21.5249 16.1367 21.5249C18.4957 21.5249 20.3999 19.6028 20.3999 17.2218C20.3999 14.8407 18.4957 12.9187 16.1367 12.9187ZM16.1367 19.6124C14.8294 19.6124 13.7683 18.5414 13.7683 17.2218C13.7683 15.9022 14.8294 14.8312 16.1367 14.8312C17.4441 14.8312 18.5052 15.9022 18.5052 17.2218C18.5052 18.5414 17.4441 19.6124 16.1367 19.6124ZM2.3999 21.0468H9.97885V13.3968H2.3999V21.0468ZM4.29464 15.3093H8.08411V19.1343H4.29464V15.3093Z" fill="currentColor" fill-opacity="0.85"/>
 </svg>
diff --git a/superset-frontend/src/assets/images/icons/tags.svg b/superset-frontend/src/assets/images/icons/tags.svg
index 36a061ecf33b6..413b57aaeadac 100644
--- a/superset-frontend/src/assets/images/icons/tags.svg
+++ b/superset-frontend/src/assets/images/icons/tags.svg
@@ -17,6 +17,6 @@ specific language governing permissions and limitations
 under the License.
 -->
 
-<svg width="17" height="17" viewBox="0 0 17 17" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path d="M14.1668 7.0835V5.66683H11.3335V2.8335H9.91683V5.66683H7.0835V2.8335H5.66683V5.66683H2.8335V7.0835H5.66683V9.91683H2.8335V11.3335H5.66683V14.1668H7.0835V11.3335H9.91683V14.1668H11.3335V11.3335H14.1668V9.91683H11.3335V7.0835H14.1668ZM9.91683 9.91683H7.0835V7.0835H9.91683V9.91683Z" fill="currentColor" fill-opacity="0.85"/>
+<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M20 10V8H16V4H14V8H10V4H8V8H4V10H8V14H4V16H8V20H10V16H14V20H16V16H20V14H16V10H20ZM14 14H10V10H14V14Z" fill="currentColor" fill-opacity="0.85"/>
 </svg>
diff --git a/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx b/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx
index ac84bd260c6c6..900947343843d 100644
--- a/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx
+++ b/superset-frontend/src/explore/components/controls/VizTypeControl/VizTypeGallery.tsx
@@ -18,6 +18,7 @@
  */
 import React, {
   ChangeEventHandler,
+  ReactElement,
   useCallback,
   useEffect,
   useMemo,
@@ -60,9 +61,9 @@ type VizEntry = {
 
 enum Sections {
   AllCharts = 'ALL_CHARTS',
+  Featured = 'FEATURED',
   Category = 'CATEGORY',
   Tags = 'TAGS',
-  RecommendedTags = 'RECOMMENDED_TAGS',
 }
 
 const DEFAULT_ORDER = [
@@ -125,6 +126,8 @@ const OTHER_CATEGORY = t('Other');
 
 const ALL_CHARTS = t('All charts');
 
+const FEATURED = t('Featured');
+
 const RECOMMENDED_TAGS = [t('Popular'), t('ECharts'), t('Advanced-Analytics')];
 
 export const VIZ_TYPE_CONTROL_TEST_ID = 'viz-type-control';
@@ -238,8 +241,8 @@ const SelectorLabel = styled.button`
       }
     }
 
-    & span:first-of-type svg {
-      margin-top: ${theme.gridUnit * 1.5}px;
+    & > span[role="img"] {
+      margin-right: ${theme.gridUnit * 2}px;
     }
 
     .cancel {
@@ -450,7 +453,7 @@ const ThumbnailGallery: React.FC<ThumbnailGalleryProps> = ({
 const Selector: React.FC<{
   selector: string;
   sectionId: string;
-  icon: JSX.Element;
+  icon: ReactElement;
   isSelected: boolean;
   onClick: (selector: string, sectionId: string) => void;
   className?: string;
@@ -569,13 +572,11 @@ export default function VizTypeGallery(props: VizTypeGalleryProps) {
   );
 
   const [activeSelector, setActiveSelector] = useState<string>(
-    () => selectedVizMetadata?.category || RECOMMENDED_TAGS[0],
+    () => selectedVizMetadata?.category || FEATURED,
   );
 
   const [activeSection, setActiveSection] = useState<string>(() =>
-    selectedVizMetadata?.category
-      ? Sections.Category
-      : Sections.RecommendedTags,
+    selectedVizMetadata?.category ? Sections.Category : Sections.Featured,
   );
 
   // get a fuse instance for fuzzy search
@@ -667,19 +668,14 @@ export default function VizTypeGallery(props: VizTypeGalleryProps) {
 
   const sectionMap = useMemo(
     () => ({
-      [Sections.RecommendedTags]: {
-        title: t('Recommended tags'),
-        icon: <Icons.Tags />,
-        selectors: RECOMMENDED_TAGS,
-      },
       [Sections.Category]: {
         title: t('Category'),
-        icon: <Icons.Category />,
+        icon: <Icons.Category iconSize="m" />,
         selectors: categories,
       },
       [Sections.Tags]: {
         title: t('Tags'),
-        icon: <Icons.Tags />,
+        icon: <Icons.Tags iconSize="m" />,
         selectors: tags,
       },
     }),
@@ -693,17 +689,20 @@ export default function VizTypeGallery(props: VizTypeGalleryProps) {
     if (activeSelector === ALL_CHARTS && activeSection === Sections.AllCharts) {
       return sortedMetadata;
     }
+    if (
+      activeSelector === FEATURED &&
+      activeSection === Sections.Featured &&
+      chartsByTags[t('Popular')]
+    ) {
+      return chartsByTags[t('Popular')];
+    }
     if (
       activeSection === Sections.Category &&
       chartsByCategory[activeSelector]
     ) {
       return chartsByCategory[activeSelector];
     }
-    if (
-      (activeSection === Sections.Tags ||
-        activeSection === Sections.RecommendedTags) &&
-      chartsByTags[activeSelector]
-    ) {
+    if (activeSection === Sections.Tags && chartsByTags[activeSelector]) {
       return chartsByTags[activeSelector];
     }
     return [];
@@ -725,7 +724,7 @@ export default function VizTypeGallery(props: VizTypeGalleryProps) {
           }
           sectionId={Sections.AllCharts}
           selector={ALL_CHARTS}
-          icon={<Icons.Ballot />}
+          icon={<Icons.Ballot iconSize="m" />}
           isSelected={
             !isActivelySearching &&
             ALL_CHARTS === activeSelector &&
@@ -733,10 +732,28 @@ export default function VizTypeGallery(props: VizTypeGalleryProps) {
           }
           onClick={clickSelector}
         />
+        <Selector
+          css={({ gridUnit }) =>
+            // adjust style for not being inside a collapse
+            css`
+              margin: ${gridUnit * 2}px;
+              margin-bottom: 0;
+            `
+          }
+          sectionId={Sections.Featured}
+          selector={FEATURED}
+          icon={<Icons.FireOutlined iconSize="m" />}
+          isSelected={
+            !isActivelySearching &&
+            FEATURED === activeSelector &&
+            Sections.Featured === activeSection
+          }
+          onClick={clickSelector}
+        />
         <AntdCollapse
           expandIconPosition="right"
           ghost
-          defaultActiveKey={Object.keys(sectionMap)}
+          defaultActiveKey={Sections.Category}
         >
           {Object.keys(sectionMap).map(sectionId => {
             const section = sectionMap[sectionId];