AUTOMATIC DISCOVERY OF COUNTER-INTUTIVE INSIGHTS
Automatic discovery of counter-intuitive insights in data analytics involves computing a first set of values based on primary values and secondary values. The primary values include outliers. The computed first set of values is identified as a primary pattern. Compute a second set of values based on the primary values and first level secondary sub-values. The computed second set of values is identified as a secondary pattern. The identified secondary pattern is opposite to the identified primary pattern. The identified primary pattern and the secondary pattern are displayed in a graphical user interface.
1 . A non-transitory computer-readable medium to store instructions, which when executed by a computer, cause the computer to perform operations comprising:
identify a primary pattern by computing a first set of values based on primary values and secondary values, wherein the primary values include outliers;
identify a secondary pattern opposite to the first pattern, wherein the secondary pattern is identified by computing a second set of values based on the primary values and a first level secondary sub-values; and
display the primary pattern and the secondary pattern in a graphical user interface.
2 . The computer-readable medium of claim 1 , wherein the secondary pattern is identified by computing a third set of values based on a determined maximum value for the primary values and on a second level secondary sub-values.
3 . The computer-readable medium of claim 1 , wherein the secondary pattern is identified by computing a fourth set of values based on a determined minimum value for the primary values and on a second level secondary sub-values.
4 . The computer-readable medium of claim 1 , wherein the secondary pattern is identified by computing a fifth set of values based on the primary values and on a second level secondary sub-values.
5 . The computer-readable medium of claim 2 , wherein the second level secondary sub-values are inclusive corresponding to the first level secondary sub-values.
6 . The computer-readable medium of claim 2 , wherein the second level secondary sub-values are exclusive corresponding to the first level secondary sub-values.
7 . The computer-readable medium of claim 1 , wherein based on selection of the secondary pattern, display a graphical representation associated with the secondary pattern in the graphical user interface.
8 . A computer-implemented method of automatic discovery of counter-intuitive insights, the method comprising:
identifying a primary pattern by computing a first set of values based on primary values and secondary values, wherein the primary values include outliers;
identifying a secondary pattern opposite to the first pattern, wherein the secondary pattern is identified by computing a second set of values based on the primary values and a first level secondary sub-values; and
displaying the primary pattern and the secondary pattern in a graphical user interface.
9 . The method of claim 8 , wherein the secondary pattern is identified by computing a third set of value based on a determined maximum value for the primary values and a second level secondary sub-values.
10 . The method of claim 8 , wherein the secondary pattern is identified by computing a fourth set of value based on a determined minimum value of the primary values and a second level secondary sub-values.
11 . The method of claim 8 , wherein the secondary pattern is identified by computing a fifth set of value based on the primary values and a second level secondary sub-values.
12 . The method of claim 9 , wherein the second level secondary sub-values are inclusive corresponding to the first level secondary sub-values.
13 . The method of claim 9 , wherein the second level secondary sub-values are exclusive corresponding to the first level secondary sub-values.
14 . The method of claim 8 , wherein based on selection of the secondary pattern, display a graphical representation associated with the secondary pattern in the graphical user interface.
15 . A computer system for automatic discovery of counter-intuitive insights, comprising:
a computer memory to store program code; and
a processor to execute the program code to:
identify a primary pattern by computing a first set of values based on primary values and secondary values, wherein the primary values include outliers;
identify a secondary pattern opposite to the first pattern, wherein the secondary pattern is identified by computing a second set of values based on the primary values and a first level secondary sub-values; and
display the primary pattern and the secondary pattern in a graphical user interface.
16 . The system of claim 15 , wherein the secondary pattern is identified by computing a third set of value based on a determined maximum value for the primary values and a second level secondary sub-values.
17 . The system of claim 15 , wherein the secondary pattern is identified by computing a fourth set of value based on a determined minimum value for the primary values and on a second level secondary sub-values.
18 . The system of claim 15 , wherein the secondary pattern is identified by computing a fifth set of value based on the primary values and a second level secondary sub-values.
19 . The system of claim 16 , wherein the second level secondary sub-values are inclusive corresponding to the first level secondary sub-values.
20 . The system of claim 16 , wherein the second level secondary sub-values are exclusive corresponding to the first level secondary sub-values, and based on selection of the secondary pattern, display a graphical representation associated with the secondary pattern in the graphical user interface.