Can I connect my SIS directly?

Yes if it's backed by MySQL or Postgres, or use periodic exports.

Can department heads see only their own data?

Yes — role-based access controls per workspace + per-report sharing.

Does it forecast enrollment?

Yes — the forecast feature applies to any time series.

Education

Education analytics — institutional research without filing an IT ticket.

Connect your SIS, attendance Excel, and grade exports. iDBQuery builds enrollment, performance, and completion dashboards in plain English.

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Academic / Term 26-S

Enrollment & Outcomes

live

Enrollment

1,280

+4.9%

Completion

78.4%

+2.1pt

Avg GPA

3.21

+0.08

Enrollment · 8 terms

Grade Distribution

Course Completion Funnel

Enrolled

1,280

Active wk4

1,190

Passed mid

1,060

Completed

1,004

Top Courses

CourseEnrolledComplAvg

Intro to CS2482243.4

Calculus II1961623.0

World History1841683.3

Org Behavior1421283.5

Mock preview

The problem

What education teams deal with today

Schools and universities sit on rich data — student information systems, attendance, grades, course catalogs — but the people who could use it (deans, department heads, registrars) are blocked by IT request queues. Each new question takes weeks. The institution flies half-blind.

The fix

How iDBQuery solves it for education teams

iDBQuery puts a chat surface in front of the data. Drop in the SIS export (or connect it live), the attendance Excel sheets, and the grade CSVs. Ask 'enrollment trend by program over the last 5 years' — chart. 'Performance distribution in CS101 vs CS201' — histogram. 'Completion rate by cohort and program' — table. Department heads self-serve; IT focuses on the harder problems.

Sources

Typical education data sources you'll connect

Student Information System (Banner, PowerSchool, Ellucian — connect the underlying DB or use exports)
Attendance Excel sheets
Grade exports (CSV)
Course catalog database
LMS exports (Canvas, Moodle)

Examples

Sample education dashboards built in chat

Enrollment trend

Headcount by program/year/term, with growth vs prior year.

Trend lineProgram filterGrowth-rate KPI

Student performance distribution

Grade distribution per course, GPA bands, comparison across sections.

HistogramBox plot per sectionCourse filter

Course completion rates

Completion vs withdrawal vs failure per course/program/cohort.

Stacked barCohort filterTop-/bottom-completion table

Pricing

What it costs

A single department or small institution fits the free tier. University-wide rollouts use the paid tier for larger source counts and SSO.

See pricing

Features behind this use case

Permissions Reports Excel PostgreSQL

Frequently asked questions

Encrypted at rest, RBAC, audit logs. For FERPA / national-equivalent requirements, deploy on your own infrastructure.

Try iDBQuery for education.

Free tier, no credit card. Connect a source in 30 seconds.

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