diff --git a/public/app/features/dashboard/components/TransformationsEditor/TransformationsEditor.tsx b/public/app/features/dashboard/components/TransformationsEditor/TransformationsEditor.tsx
index e73fe1c852d..5a6f7fbcf6a 100644
--- a/public/app/features/dashboard/components/TransformationsEditor/TransformationsEditor.tsx
+++ b/public/app/features/dashboard/components/TransformationsEditor/TransformationsEditor.tsx
@@ -729,17 +729,17 @@ const getTransformationsRedesignDescriptions = (id: string): string => {
     [DataTransformerID.concatenate]: 'Combine all fields into a single frame.',
     [DataTransformerID.configFromData]: 'Set unit, min, max and more.',
     [DataTransformerID.fieldLookup]: 'Use a field value to lookup countries, states, or airports.',
-    [DataTransformerID.filterFieldsByName]: 'Removes part of the query results using a regex pattern.',
-    [DataTransformerID.filterByRefId]: 'Filter out queries in panels that have multiple queries.',
-    [DataTransformerID.filterByValue]: 'Removes rows of the query results using user-defined filters.',
-    [DataTransformerID.groupBy]: 'Group the data by a field value then process calculations.',
-    [DataTransformerID.groupingToMatrix]: 'Summarizes and reorganizes data based on three fields.',
+    [DataTransformerID.filterFieldsByName]: 'Remove parts of the query results using a regex pattern.',
+    [DataTransformerID.filterByRefId]: 'Remove rows from the data based on origin query',
+    [DataTransformerID.filterByValue]: 'Remove rows from the query results using user-defined filters.',
+    [DataTransformerID.groupBy]: 'Group data by a field value and create aggregate data.',
+    [DataTransformerID.groupingToMatrix]: 'Summarize and reorganize data based on three fields.',
     [DataTransformerID.joinByField]: 'Combine rows from 2+ tables, based on a related field.',
-    [DataTransformerID.labelsToFields]: 'Groups series by time and return labels or tags as fields.',
+    [DataTransformerID.labelsToFields]: 'Group series by time and return labels or tags as fields.',
     [DataTransformerID.merge]: 'Merge multiple series. Values will be combined into one row.',
-    [DataTransformerID.organize]: 'Allows the user to re-order, hide, or rename fields / columns.',
-    [DataTransformerID.partitionByValues]: 'Splits a one-frame dataset into multiple series.',
-    [DataTransformerID.prepareTimeSeries]: 'Will stretch data frames from the wide format into the long format.',
+    [DataTransformerID.organize]: 'Re-order, hide, or rename fields.',
+    [DataTransformerID.partitionByValues]: 'Split a one-frame dataset into multiple series.',
+    [DataTransformerID.prepareTimeSeries]: 'Stretch data frames from the wide format into the long format.',
     [DataTransformerID.reduce]: 'Reduce all rows or data points to a single value (ex. max, mean).',
     [DataTransformerID.renameByRegex]:
       'Rename parts of the query results using a regular expression and replacement pattern.',
diff --git a/public/app/features/transformers/calculateHeatmap/heatmap.ts b/public/app/features/transformers/calculateHeatmap/heatmap.ts
index 37deb0daff9..bf797298d0d 100644
--- a/public/app/features/transformers/calculateHeatmap/heatmap.ts
+++ b/public/app/features/transformers/calculateHeatmap/heatmap.ts
@@ -33,7 +33,7 @@ export interface HeatmapTransformerOptions extends HeatmapCalculationOptions {
 export const heatmapTransformer: SynchronousDataTransformerInfo<HeatmapTransformerOptions> = {
   id: DataTransformerID.heatmap,
   name: 'Create heatmap',
-  description: 'Calculate heatmap from source data.',
+  description: 'Generate heatmap data from source data.',
   defaultOptions: {},
 
   operator: (options, ctx) => (source) =>