Object-centric data analysis system and graphical user interface
Systems and methods for analyzing data stored using a data model. The system can receive a user selection of a first object type indicating to perform filtering operations on a first set of data objects, generate a list of object types linked to the first object type based on an ontology, receives a user selection of a second object type, generate a list of properties of the second object type based on an ontology, receive a user selection of a first property from the list of properties, perform a data query determining values associated with the first property, receive a user selection of a first value, and displays information of a subset of data objects being a portion of the first set of data objects that are linked to data objects in the second set of data objects that have a first property value of the first value.
1 . A system comprising:
one or more non-transitory computer storage mediums configured to store computer-executable instructions; and
one or more hardware processors in communication with the one or more non-transitory computer storage mediums, the one or more hardware processors configured to execute the computer-executable instructions to at least:
receive one or more user inputs indicating a first object type, a second object type linked to the first object type, and a first value of a first property of the second object type;
determine a subset of data objects, of a first set of data objects of the first object type, that are linked to data objects, in a second set of data objects of the second object type, that have a first property value of the indicated first value; and
generate and display a tracker bar depicting a sequence of filter operations applied to determine the subset of data objects, wherein the sequence of filter operations depicted on the displayed tracker bar includes at least: an indication of the first object type, an indication of the second object type, and an indication of the first property.
2 . The system of claim 1 , wherein the one or more hardware processors are further configured to execute the computer-executable instructions to:
in response to receiving the one or more user inputs and determining the subset of data objects:
display one or more visualizations of the subset of data objects on a display.
3 . The system of claim 2 , wherein the one or more visualizations include one or more of: a listogram, a timeline, a numeric distribution, a choropleth map, or a clustering map.
4 . The system of claim 1 , wherein the one or more hardware processors are further configured to execute the computer-executable instructions to:
generate and display the tracker bar configured for receiving the one or more user inputs.
5 . The system of claim 1 , wherein the one or more hardware processors are further configured to execute the computer-executable instructions to:
display groups of object types in a plurality of sets of data objects.
6 . The system of claim 5 , wherein the groups of object types are displayed in groups of related categories.
7 . The system of claim 1 , wherein the one or more hardware processors are further configured to execute the computer-executable instructions to:
display object types in a plurality of sets of data objects.
8 . The system of claim 1 , wherein the one or more hardware processors are further configured to execute the computer-executable instructions to:
save operations performed on the first set of data objects and resulting visualizations, the saved operations and visualizations being restorable for use in a subsequently performed data analysis workflow.
9 . A method comprising:
receiving one or more user inputs indicating a first object type, a second object type linked to the first object type, and a first value of a first property of the second object type;
determining a subset of data objects, of a first set of data objects of the first object type, that are linked to data objects, in a second set of data objects of the second object type, that have a first property value of the indicated first value; and
generating and display a tracker bar depicting a sequence of filter operations applied to determine the subset of data objects, wherein the sequence of filter operations depicted on the displayed tracker bar includes at least: an indication of the first object type, an indication of the second object type, and an indication of the first property.
10 . The method of claim 9 further comprising:
in response to receiving the one or more user inputs and determining the subset of data objects:
displaying one or more visualizations of the subset of data objects on a display.
11 . The method of claim 10 , wherein the one or more visualizations include one or more of: a listogram, a timeline, a numeric distribution, a choropleth map, or a clustering map.
12 . The method of claim 9 , further comprising:
generating and display the tracker bar configured for receiving the one or more user inputs.
13 . The method of claim 9 further comprising:
displaying groups of object types in a plurality of sets of data objects.
14 . The method of claim 13 , wherein the groups of object types are displayed in groups of related categories.
15 . The method of claim 9 further comprising:
displaying object types in a plurality of sets of data objects.
16 . The method of claim 9 further comprising:
saving operations performed on the first set of data objects and resulting visualizations, the saved operations and visualizations being restorable for use in a subsequently performed data analysis workflow.
17 . One or more non-transitory, computer-readable storage medium storing computer-executable instructions, which if performed by one or more processors, cause the one or more processors to at least:
receive one or more user inputs indicating a first object type, a second object type linked to the first object type, and a first value of a first property of the second object type;
determine a subset of data objects, of a first set of data objects of the first object type, that are linked to data objects, in a second set of data objects of the second object type, that have a first property value of the indicated first value; and
generate and display a tracker bar depicting a sequence of filter operations applied to determine the subset of data objects, wherein the sequence of filter operations depicted on the displayed tracker bar includes at least: an indication of the first object type, an indication of the second object type, and an indication of the first property.
18 . The one or more non-transitory, computer-readable storage medium of claim 17 , wherein the computer-executable instructions further cause the one or more processors to at least:
generate and display the tracker bar configured for receiving the one or more user inputs.