Business Questions

Note: Business questions are not in numerical order, since we made some changes, accounting from corrections from MS4.

Type 1

BQ1

In which SENECApp features or screens do crashes and errors happen most often?

BQ11

Which screens have the highest average load time, broken down by device model and OS version?

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Type 2

BQ2

Which recommended groups is a student most likely to join after viewing them, given their interests, schedule, and campus location?

BQ3

For a student with a free block on campus, at what times and locations do nearby event recommendations get the most interaction?

BQ12

Which search filters do students use the most before opening or joining a student group?

BQ13

Which group categories get the most views and saves in the Explore screen?

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Type 3

BQ4

Which fields of a group profile are most correlated with students saving or joining the group?

BQ6

Which entry point produces more joins: personalized recommendations, or search and filters?

BQ7

At which step of the join flow do students most often abandon the process: opening the group profile, opening the join form, or submitting it?

BQ8

Which notifications get the most and least user interaction from the users: new event from one of your organizations, new group you might like has been created, new chat messages from joined organizations?

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Type 4

BQ5

Which student interests have the highest search-to-join ratio, and how many students does each of them represent?

BQ9

Which student interests have the highest ratio of opted-in students to active groups, ranked by number of opted-in students?

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Type 5 (Type *)

BQ10

Which active student groups show a decline in participation, defined as event attendance dropping more than 30% over four consecutive weeks, and which re-engagement feature produces the higher return to attendance rate in those groups: event reminders or group messages?

BQ14

How do crash and error rates change after updating recommendation or notification features?

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Business Question Distribution

Type	Number of Questions	Questions
Type 1	2	BQ1, BQ11
Type 2	4	BQ2, BQ3, BQ12, BQ13
Type 3	4	BQ4, BQ6, BQ7, BQ8
Type 4	2	BQ5, BQ9
Type 5 (Type *)	2	BQ10, BQ14
Total	14

Contributors: Daniel Vergara, Camilo Castilla, Nicolas Salazar, Jose Manuel Fonseca, Daniel Vargas, Luciana Bacci.