Data analysis platform for visualizing data according to relationships
A method generates a graphical representation of a data source. The method generates and displays a graphical user interface on a computer display. The graphical user interface includes a schema information region and a data visualization region. The schema information region includes: (i) multiple field names, each field name associated with a data field, and (ii) one or more relationship names, each relationship name associated with a relation between rows of the data source. The data visualization region includes a connector shelf. The method detects user input to associate a field name or relationship name from the schema information region with the connector shelf. The method then generates and displays, in the data visualization region, a visual graphic including visual marks corresponding to rows from the data source and connectors between the visual marks according to field names and relationship names associated with the connector shelf.
1. A method of generating a graphical representation of a data source, comprising:
at a computer having one or more processors and memory:
generating and displaying a graphical user interface on a computer display, wherein the graphical user interface includes a schema information region and a data visualization region, wherein the schema information region includes: (i) multiple field names, each field name associated with a data field from the data source, and (ii) one or more relationship names, each relationship name associated with a relation between rows of the data source, and wherein the data visualization region includes a connector shelf;
detecting user input to associate a field name or relationship name from the schema information region with the connector shelf;
generating a visual graphic including visual marks corresponding to rows from the data source and including connectors between the visual marks according to field names and relationship names associated with the connector shelf; and
displaying the visual graphic in the data visualization region.
2. The method of claim 1 , wherein the data visualization region includes one or more connector property shelves, and the method further comprises:
detecting user input to associate a user-selected relationship name or field name from the schema information region with a first connector property shelf of the one or more connector property shelves; and
visually formatting the connectors between the visual marks in accordance with the user selected relationship name or field name associated with the first connector property shelf.
3. The method of claim 2 , wherein the first connector property shelf specifies color or width of connectors.
4. The method of claim 1 , wherein generating the visual graphic includes querying the data source to retrieve rows from the data source.
5. The method of claim 1 , wherein connectors between the visual marks are edges that visually connect the visual marks, wherein the edges correspond to a relationship name associated with the connector shelf by the user.
6. The method of claim 1 , wherein the connectors between the visual marks are edges that visually connect the visual marks, wherein the edges correspond to a first field name associated with the connector shelf, and wherein each edge connects two visual marks whose corresponding rows share a same field value for the first field name.
7. The method of claim 1 , wherein the data visualization region includes a connector level of detail shelf, the method further comprising:
detecting user input to associate a field name or a relationship name from the schema information region with the connector level of detail shelf; and
aggregating the connectors according to field names and relationship names associated with the connector level of detail shelf.
8. The method of claim 1 , further comprising:
generating and displaying a layout for connectors in accordance with field names and relationship names associated with the connector shelf.
9. A computer, comprising:
one or more processors;
memory; and
one or more programs stored in the memory configured for execution by the one or more processors, the one or more programs comprising instructions for:
generating and displaying a graphical user interface on a computer display, wherein the graphical user interface includes a schema information region and a data visualization region, wherein the schema information region includes: (i) multiple field names, each field name associated with a data field from the data source, and (ii) one or more relationship names, each relationship name associated with a relation between rows of the data source, and wherein the data visualization region includes a connector shelf;
detecting user input to associate a field name or relationship name from the schema information region with the connector shelf; and
generating a visual graphic including visual marks corresponding to rows from the data source and including connectors between the visual marks according to field names and relationship names associated with the connector shelf; and
displaying the visual graphic in the data visualization region.
10. The computer of claim 9 , wherein the data visualization region includes one or more connector property shelves, and the one or more programs further comprise instructions for:
detecting user input to associate a user-selected relationship name or field name from the schema information region with a first connector property shelf of the one or more connector property shelves; and
visually formatting the connectors between the visual marks in accordance with the user selected relationship name or field name associated with the first connector property shelf.
11. The computer of claim 10 , wherein the first connector property shelf specifies color or width of connectors.
12. The computer of claim 9 , wherein generating the visual graphic includes querying the data source to retrieve rows from the data source.
13. The computer of claim 9 , wherein connectors between the visual marks are edges that visually connect the visual marks, wherein the edges correspond to a relationship name associated with the connector shelf by the user.
14. The computer of claim 9 , wherein the connectors between the visual marks are edges that visually connect the visual marks, wherein the edges correspond to a first field name associated with the connector shelf, and wherein each edge connects two visual marks whose corresponding rows share a same field value for the first field name.
15. The computer of claim 9 , wherein the data visualization region includes a connector level of detail shelf, and the one or more programs further comprise instructions for:
detecting user input to associate a field name or a relationship name from the schema information region with the connector level of detail shelf; and
aggregating the connectors according to field names and relationship names associated with the connector level of detail shelf.
16. The computer of claim 9 , wherein the one or more programs further comprise instructions for:
generating and displaying a layout for connectors in accordance with field names and relationship names associated with the connector shelf.
17. A non-transitory computer readable storage medium storing one or more programs configured for execution by a computer having one or more processors and memory, the one or more programs comprising instructions for:
generating and displaying a graphical user interface on a computer display, wherein the graphical user interface includes a schema information region and a data visualization region, wherein the schema information region (i) includes multiple field names, each field name associated with a data field from the data source and (ii) includes one or more relationship names, each relationship name associated with a relation between rows of the data source, and wherein the data visualization region includes a connector shelf;
detecting user input to associate a field name or relationship name from the schema information region with the connector shelf; and
generating a visual graphic including visual marks corresponding to rows from the data source and including connectors between the visual marks according to field names and relationship names associated with the connector shelf; and
displaying the visual graphic in the data visualization region.
18. The computer readable storage medium of claim 17 , wherein the data visualization region includes one or more connector property shelves, and the one or more programs further comprise instructions for: detecting user input to associate a user-selected relationship name or field name from the schema information region with a first connector property shelf of the one or more connector property shelves; and
visually formatting the connectors between the visual marks in accordance with the user selected relationship name or field name associated with the first connector property shelf.
19. The computer readable storage medium of claim 17 , wherein the connectors between the visual marks are edges that visually connect the visual marks, wherein the edges correspond to a first field name associated with the connector shelf, and wherein each edge connects two visual marks whose corresponding rows share a same field value for the first field name.
20. The computer readable storage medium of claim 17 , wherein the data visualization region includes a connector level of detail shelf, and the one or more programs further comprise instructions for:
detecting user input to associate a field name or a relationship name from the schema information region with the connector level of detail shelf; and
aggregating the connectors according to field names and relationship names associated with the connector level of detail shelf.