Systems and methods of generating color saturated data marks in data visualizations
An exemplary method of displaying a data visualization includes displaying a graphical user interface that includes three distinct regions, and receiving user actions to associate three different fields with three different shelves, including a shelf that defines colors of data marks. The method also includes generating, in accordance with the received user actions, data marks to be displayed in a data visualization, each data mark corresponding to a respective retrieved tuple of data from a multidimensional database, where (i) each data mark has an x-position defined according to data for a first field in the respective tuple, (ii) each data mark has a y-position defined according to data for a second field in the respective tuple, and (iii) each data mark has a color assigned according to data for a third field in the respective tuple. The method also includes displaying a data visualization that includes the generated data marks.
1. A method, comprising:
at a computer having a display, one or more processors, and memory storing one or more programs configured for execution by the one or more processors:
displaying a graphical user interface that includes:
a first region with a plurality of fields from a multidimensional database that includes at least one data hierarchy;
a second region with a plurality of shelves; and
a third region for displaying one or more data visualizations;
receiving user actions to: (i) associate a first field of the plurality of fields with a first shelf of the plurality of shelves; (ii) associate a second field of the plurality of fields with a second shelf of the plurality of shelves; and (iii) associate a third field of the plurality of fields with a third shelf of the plurality of shelves, the third shelf defining colors for data marks;
generating, in accordance with the received user actions, a plurality of data marks to be displayed in a data visualization, each data mark corresponding to a respective retrieved tuple of data from the multidimensional database and each retrieved tuple including the first, second, and third fields, wherein:
each data mark has an x-position defined according to data for the first field in the respective tuple;
each data mark has a y-position defined according to data for the second field in the respective tuple; and
each data mark has a color assigned according to data for the third field in the respective tuple; and
displaying the data visualization in the third region, wherein the data visualization includes the plurality of data marks.
2. The method of claim 1 , wherein:
the data for the third field in the respective tuple includes a plurality of discrete ordinal values; and
the color assigned to each of the data marks is assigned according to a respective ordinal value from the plurality of discrete ordinal values.
3. The method of claim 1 , wherein:
the data for the third field in the respective tuple includes a continuous range of quantitative values; and
the color assigned to each of the data marks is assigned according to a respective quantitative value from the continuous range of quantitative values.
4. The method of claim 1 , wherein the at least one data hierarchy is associated with time and comprises a set of fields corresponding to different time dimensions.
5. The method of claim 1 , wherein:
the data visualization is a geographic visualization; and
the data defining each of the data marks in the geographic visualization includes geographic data from one of the first, second, and third fields in the respective tuple.
6. The method of claim 1 , wherein the first region is at least partially adjacent to the second region.
7. The method of claim 6 , wherein the third region is at least partially adjacent to the second region.
8. The method of claim 1 , wherein receiving the user actions comprises detecting three distinct drag-and-drop operations.
9. A computer system for generating data visualizations, comprising:
a display;
one or more processors;
memory; and
one or more programs stored in the memory and configured for execution by the one or more processors, the one or more programs comprising instructions for:
displaying a graphical user interface that includes:
a first region with a plurality of fields from a multidimensional database that includes at least one data hierarchy;
a second region with a plurality of shelves; and
a third region for displaying one or more data visualizations;
receiving user actions to: (i) associate a first field of the plurality of fields with a first shelf of the plurality of shelves; (ii) associate a second field of the plurality of fields with a second shelf of the plurality of shelves; and (iii) associate a third field of the plurality of fields with a third shelf of the plurality of shelves, the third shelf defining colors for data marks;
generating, in accordance with the received user actions, a plurality of data marks to be displayed in a data visualization, each data mark corresponding to a respective retrieved tuple of data from the multidimensional database and each retrieved tuple including the first, second, and third fields, wherein:
each data mark has an x-position defined according to data for the first field in the respective tuple;
each data mark has a y-position defined according to data for the second field in the respective tuple; and
each data mark has a color assigned according to data for the third field in the respective tuple; and
displaying the data visualization in the third region, wherein the data visualization includes the plurality of data marks.
10. The computer system of claim 9 , wherein:
the data for the third field in the respective tuple includes a plurality of discrete ordinal values; and
the color assigned to each of the data marks is assigned according to a respective ordinal value from the plurality of discrete ordinal values.
11. The computer system of claim 9 , wherein:
the data for the third field in the respective tuple includes a continuous range of quantitative values; and
the color assigned to each of the data marks is assigned according to a respective quantitative value from the continuous range of quantitative values.
12. The computer system of claim 9 , wherein the at least one data hierarchy is associated with time and comprises a set of fields corresponding to different time dimensions.
13. The computer system of claim 9 , wherein:
the data visualization is a geographic visualization; and
the data defining each of the data marks in the geographic visualization includes geographic data from one of the first, second, and third fields in the respective tuple.
14. The computer system of claim 9 , wherein the first region is at least partially adjacent to the second region.
15. The computer system of claim 14 , wherein the third region is at least partially adjacent to the second region.
16. A non-transitory computer-readable storage medium storing one or more programs configured for execution by a computer system having a display, one or more processors, and memory, the one or more programs comprising instructions for:
displaying a graphical user interface that includes:
a first region with a plurality of fields from a multidimensional database that includes at least one data hierarchy;
a second region with a plurality of shelves; and
a third region for displaying one or more data visualizations;
receiving user actions to: (i) associate a first field of the plurality of fields with a first shelf of the plurality of shelves; (ii) associate a second field of the plurality of fields with a second shelf of the plurality of shelves; and (iii) associate a third field of the plurality of fields with a third shelf of the plurality of shelves, the third shelf defining colors for data marks;
generating, in accordance with the received user actions, a plurality of data marks to be displayed in a data visualization, each data mark corresponding to a respective retrieved tuple of data from the multidimensional database and each retrieved tuple including the first, second, and third fields, wherein:
each data mark has an x-position defined according to data for the first field in the respective tuple;
each data mark has a y-position defined according to data for the second field in the respective tuple; and
each data mark has a color assigned according to data for the third field in the respective tuple; and
displaying the data visualization in the third region, wherein the data visualization includes the plurality of data marks.
17. The non-transitory computer-readable storage medium of claim 16 , wherein:
the data for the third field in the respective tuple includes a plurality of discrete ordinal values; and
the color assigned to each of the data marks is assigned according to a respective ordinal value from the plurality of discrete ordinal values.
18. The non-transitory computer-readable storage medium of claim 16 , wherein:
the data for the third field in the respective tuple includes a continuous range of quantitative values; and
the color assigned to each of the data marks is assigned according to a respective quantitative value from the continuous range of quantitative values.
19. The non-transitory computer-readable storage medium of claim 16 , wherein the at least one data hierarchy is associated with time and comprises a set of fields corresponding to different time dimensions.
20. The non-transitory computer-readable storage medium of claim 16 , wherein:
the data visualization is a geographic visualization; and
the data defining each of the data marks in the geographic visualization includes geographic data from one of the first, second, and third fields in the respective tuple.