Add overview, Number heuristic, crosstab

resources/automagic_dashboards/field/Country.yaml

@@ -6,8 +6,13 @@ metrics:
 - Sum: [sum, [dimension, GenericNumber]]
 - Avg: [avg, [dimension, GenericNumber]]
 - Count: [count]
+- Distinct: [distinct, [dimension, this]]
 dimensions:
   - GenericNumber: GenericTable.Number
+  - GenericCategoryMedium:
+      field_type: GenericTable.Category
+      max_cardinality: 12
+      score: 90
 # bind just so they don't get used
   - LongLat: GenericTable.Coordinate
   - ZipCode: GenericTable.ZipCode
@@ -16,16 +21,14 @@ dimensions:
       field_type: GenericTable.Country
   - State:
       field_type: GenericTable.State
-  - GenericCategoryMedium:
-      field_type: GenericTable.Category
-      max_cardinality: 12
-      score: 90
   - Timestamp:
       field_type: CreationTimestamp
       score: 100
   - Timestamp:
       field_type: DateTime
       score: 90
+filters:
+  - Nils: [is-null, [dimension, this]]
 dashboard_filters:
   - Timestamp
   - State
@@ -35,8 +38,27 @@ groups:
   - Overview:
       title: Overview
   - Breakdowns:
-      title: "How different numbers are distributed across [[this]]"
+      title: How [[this]] are distributed
 cards:
+  - Count:
+      title: Count
+      visualization: scalar
+      metrics: Count
+      group: Overview
+      width: 6
+  - Nils:
+      title: Null values
+      visualization: scalar
+      metrics: Count
+      filters: Nils
+      group: Overview
+      width: 6
+  - Distinct:
+      title: Distinct values
+      visualization: scalar
+      metrics: Distinct
+      group: Overview
+      width: 6
   - Distribution:
       title: Distribution of [[this]]
       visualization:
@@ -74,3 +96,13 @@ cards:
       - Sum
       dimensions: this
       group: Breakdowns
+  - Crosstab:
+      title: "[[this]] by [[GenericCategoryMedium]]"
+      visualization: table
+      metrics: Count
+      dimensions:
+      - this
+      - GenericCategoryMedium
+      group: Breakdowns
+      width: 9
+      height: 8
\ No newline at end of file

resources/automagic_dashboards/field/DateTime.yaml

@@ -6,6 +6,7 @@ metrics:
 - Sum: [sum, [dimension, GenericNumber]]
 - Avg: [avg, [dimension, GenericNumber]]
 - Count: [count]
+- Distinct: [distinct, [dimension, this]]
 dimensions:
   - GenericNumber: GenericTable.Number
   - GenericCategoryMedium:
@@ -20,6 +21,8 @@ dimensions:
       field_type: GenericTable.Country
   - State:
       field_type: GenericTable.State
+filters:
+  - Nils: [is-null, [dimension, this]]
 dashboard_filters:
   - this
   - State
@@ -29,10 +32,29 @@ groups:
   - Overview:
       title: Overview
   - Breakdowns:
-      title: Different numbers across [[this]]
-  - Seasonality:
       title: How [[this]] is distributed
+  - Seasonality:
+      title: Seasonal components of [[this]]
 cards:
+  - Count:
+      title: Count
+      visualization: scalar
+      metrics: Count
+      group: Overview
+      width: 6
+  - Nils:
+      title: Null values
+      visualization: scalar
+      metrics: Count
+      filters: Nils
+      group: Overview
+      width: 6
+  - Distinct:
+      title: Distinct values
+      visualization: scalar
+      metrics: Distinct
+      group: Overview
+      width: 6
   - Distribution:
       title: "[[GenericTable]] by [[this]]"
       visualization: line
@@ -51,7 +73,9 @@ cards:
       group: Breakdowns
   - ByCategory:
       title: "Count of [[GenericCategoryMedium]] by [[this]]"
-      visualization: area
+      visualization:
+        area:
+          stackable.stack_type: stacked
       metrics: Count
       dimensions:
         - this

resources/automagic_dashboards/field/GenericField.yaml

@@ -6,8 +6,13 @@ metrics:
 - Sum: [sum, [dimension, GenericNumber]]
 - Avg: [avg, [dimension, GenericNumber]]
 - Count: [count]
+- Distinct: [distinct, [dimension, this]]
 dimensions:
   - GenericNumber: GenericTable.Number
+  - GenericCategoryMedium:
+      field_type: GenericTable.Category
+      max_cardinality: 12
+      score: 90
 # bind just so they don't get used
   - LongLat: GenericTable.Coordinate
   - ZipCode: GenericTable.ZipCode
@@ -16,16 +21,14 @@ dimensions:
       field_type: GenericTable.Country
   - State:
       field_type: GenericTable.State
-  - GenericCategoryMedium:
-      field_type: GenericTable.Category
-      max_cardinality: 12
-      score: 90
   - Timestamp:
       field_type: CreationTimestamp
       score: 100
   - Timestamp:
       field_type: DateTime
       score: 90
+filters:
+  - Nils: [is-null, [dimension, this]]
 dashboard_filters:
   - Timestamp
   - State
@@ -35,8 +38,27 @@ groups:
   - Overview:
       title: Overview
   - Breakdowns:
-      title: "How different numbers are distributed across [[this]]"
+      title: How [[this]] are distributed
 cards:
+  - Count:
+      title: Count
+      visualization: scalar
+      metrics: Count
+      group: Overview
+      width: 6
+  - Nils:
+      title: Null values
+      visualization: scalar
+      metrics: Count
+      filters: Nils
+      group: Overview
+      width: 6
+  - Distinct:
+      title: Distinct values
+      visualization: scalar
+      metrics: Distinct
+      group: Overview
+      width: 6
   - Distribution:
       title: How [[this]] is distributed
       visualization: bar
@@ -52,3 +74,13 @@ cards:
       - Avg
       dimensions: this
       group: Breakdowns
+  - Crosstab:
+      title: "[[this]] by [[GenericCategoryMedium]]"
+      visualization: table
+      metrics: Count
+      dimensions:
+      - this
+      - GenericCategoryMedium
+      group: Breakdowns
+      width: 9
+      height: 8

resources/automagic_dashboards/field/Number.yaml

+title: A look at your [[this]]
+transient_title: Here's an overview of your [[this]]
+description: How [[this]] is distributed and more.
+applies_to: GenericTable.Number
+metrics:
+- Sum: [sum, [dimension, this]]
+- Avg: [avg, [dimension, this]]
+- Min: [min, [dimension, this]]
+- Max: [max, [dimension, this]]
+- SD: [stddev, [dimension, this]]
+- Count: [count]
+- Distinct: [distinct, [dimension, this]]
+dimensions:
+  - GenericNumber: GenericTable.Number
+  - GenericCategoryMedium:
+      field_type: GenericTable.Category
+      max_cardinality: 12
+      score: 90
+  - Timestamp:
+      field_type: DateTime
+      score: 90
+# bind just so they don't get used
+  - LongLat: GenericTable.Coordinate
+  - ZipCode: GenericTable.ZipCode
+# only used for filters
+  - Country:
+      field_type: GenericTable.Country
+  - State:
+      field_type: GenericTable.State
+filters:
+  - Nils: [is-null, [dimension, this]]
+dashboard_filters:
+  - Timestamp
+  - State
+  - Country
+  - GenericCategoryMedium
+groups:
+  - Overview:
+      title: Overview
+  - Breakdowns:
+      title: How [[this]] are distributed
+cards:
+  - Count:
+      title: Count
+      visualization: scalar
+      metrics: Count
+      group: Overview
+      width: 6
+  - Nils:
+      title: Null values
+      visualization: scalar
+      metrics: Count
+      filters: Nils
+      group: Overview
+      width: 6
+  - Distinct:
+      title: Distinct values
+      visualization: scalar
+      metrics: Distinct
+      group: Overview
+      width: 6
+  - Stats:
+      title: Summary statistics
+      visualization: table
+      metrics:
+      - Sum
+      - Avg
+      - Min
+      - Max
+      - SD
+      group: Overview
+      width: 9
+  - Distribution:
+      title: How [[this]] is distributed
+      visualization: bar
+      metrics: Count
+      dimensions:
+        - this:
+            aggregation: default
+      group: Overview
+      width: 9
+  - ByDateTime:
+      title: "[[this]] by [[Timestamp]]"
+      visualization: line
+      metrics:
+      - Sum
+      - Avg
+      dimensions: Timestamp
+      group: Breakdowns
+      width: 9
+      height: 6
+  - ByCategory:
+      title: "[[this]] by [[GenericCategoryMedium]]"
+      visualization: bar
+      metrics:
+      - Sum
+      - Avg
+      dimensions: GenericCategoryMedium
+      group: Breakdowns
+      height: 6
+      width: 9

resources/automagic_dashboards/field/State.yaml

@@ -6,8 +6,13 @@ metrics:
 - Sum: [sum, [dimension, GenericNumber]]
 - Avg: [avg, [dimension, GenericNumber]]
 - Count: [count]
+- Distinct: [distinct, [dimension, this]]
 dimensions:
   - GenericNumber: GenericTable.Number
+  - GenericCategoryMedium:
+      field_type: GenericTable.Category
+      max_cardinality: 12
+      score: 90
 # bind just so they don't get used
   - LongLat: GenericTable.Coordinate
   - ZipCode: GenericTable.ZipCode
@@ -16,16 +21,14 @@ dimensions:
       field_type: GenericTable.Country
   - State:
       field_type: GenericTable.State
-  - GenericCategoryMedium:
-      field_type: GenericTable.Category
-      max_cardinality: 12
-      score: 90
   - Timestamp:
       field_type: CreationTimestamp
       score: 100
   - Timestamp:
       field_type: DateTime
       score: 90
+filters:
+  - Nils: [is-null, [dimension, this]]
 dashboard_filters:
   - Timestamp
   - State
@@ -35,8 +38,27 @@ groups:
   - Overview:
       title: Overview
   - Breakdowns:
-      title: Different numbers per state
+      title: How [[this]] are distributed
 cards:
+  - Count:
+      title: Count
+      visualization: scalar
+      metrics: Count
+      group: Overview
+      width: 6
+  - Nils:
+      title: Null values
+      visualization: scalar
+      metrics: Count
+      filters: Nils
+      group: Overview
+      width: 6
+  - Distinct:
+      title: Distinct values
+      visualization: scalar
+      metrics: Distinct
+      group: Overview
+      width: 6
   - Distribution:
       title: "[[GenericTable]] per [[this]]"
       visualization:
@@ -74,3 +96,13 @@ cards:
       - Sum
       dimensions: this
       group: Breakdowns
+  - Crosstab:
+      title: "[[this]] by [[GenericCategoryMedium]]"
+      visualization: table
+      metrics: Count
+      dimensions:
+      - this
+      - GenericCategoryMedium
+      group: Breakdowns
+      width: 9
+      height: 8