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πŸŽ“Education & Training

Spot at-risk learners before the term ends.

GraceLumiq understands educational data - marks, attendance, subjects, grades - and generates analysis that a school principal or training manager actually needs.

Schools, colleges, tutoring centres, and corporate training providers all track learner performance in spreadsheets. GraceLumiq makes it possible to identify at-risk learners, benchmark subjects by difficulty, and track term-over-term progress in seconds.

Works with:CSV / ExcelStudent management system export
Start free - no card needed
Sample file: sample_school_results.csv

Auto-detected KPIs

Enrolment

847 learners

Average Mark

68.3%

Pass Rate

74.1%

Subjects

9

Computed automatically on upload. No configuration.

Chart types used

β–ŠBar chart
β–€Histogram
⊑Box plot
☰Data table
βš–Comparison
∿Line chart
β–¦KPI tiles

Data Autopilot sections

01Academic overview
02Pass rate by subject
03Average mark by subject
04Mark distribution (histogram)
05Attendance rate
06At-risk learner identification
07Grade comparison
08Subject difficulty ranking

One click β†’ full education & training analysis report

Sample questions

Ask anything about your education & training data

These are real questions education & training professionals ask. GraceLumiq generates 25 tailored to your exact column names on upload.

1

β€œWhich subject has the lowest pass rate this term?”

πŸ† Rankings
2

β€œShow me all learners below 50% in Mathematics”

⚑ Alerts
3

β€œHow did our average marks change between Term 1 and Term 2?”

βš–οΈ Compare
4

β€œWhich grade improved the most this year?”

πŸ† Rankings
5

β€œShow me the distribution of marks across all learners”

πŸ“Š Overview
6

β€œWhich subjects are the most difficult based on fail rate?”

πŸ† Rankings
7

β€œCompare attendance rate by class”

βš–οΈ Compare
8

β€œShow me the spread of marks by subject as a box plot”

πŸ“Š Overview
9

β€œWhich learners have both low marks and low attendance?”

⚑ Alerts
10

β€œWhat is our overall pass rate this term?”

πŸ“Š Overview
πŸŽ“

Questions tailored to your actual data

When you upload your education & training data, GraceLumiq reads your column names and generates 25 questions specific to your dataset - referencing your actual field names, product names, and data patterns. Not generic templates.

πŸŽ“

Start understanding your learner performance

Upload your marks register and identify at-risk learners before it's too late.

Free plan available Β· No credit card Β· Cancel any time Β· Pricing in ZAR