Registration Insights
At a glance
Key metrics from the supplied members data
Member demographics
Age and gender distribution
Age distribution
Members by age 18–24, with all remaining ages grouped as Others
Gender distribution
Recorded gender categories
Study level
Education stage of registered members
Academic background
Top recorded majors, ranked by member count
Operational insights
What the current data suggests
Core audience is university-age
Members aged 19–22 total 1,087, around 63.1% of those with reported ages. Tailor onboarding and event communications to this group while keeping activities accessible to others.
Technical majors dominate
Computer Science and Engineering account for 1,414 members (82.1% of recorded majors). Include interdisciplinary challenge examples so other backgrounds feel represented.
Verify check-in tracking
Only 2 members are marked attended. Confirm whether the QR check-in workflow has started and is syncing statuses before interpreting this as event attendance.
The age query reports 1,723 usable ages (73 of 1,796 have no usable age). Ages 18–24 are shown individually; all other reported ages are grouped as “Others”. Study-level categories total 1,722, so check for missing or uncategorized values. Major counts total 1,723, but one record appears under an unmapped “6” label. All records are categorized as returning members, so confirm whether new members are excluded from this dataset.