Admissions Cohort
Intelligence

Lifology
Lifology Cohort Intelligence
Top-100 Admits Dataset
Cohort Snapshot

Profile Database Dashboard

A consolidated view of every recorded profile of a high-school applicant admitted to a globally top-ranked university. Built to demonstrate the scale and structure of ground-truth data available to the admissions-prediction model.

Total Verified Profiles
0
high-school admits, top-100 global universities

Each record reflects one admitted student's academic and extracurricular profile at the point of application: GPA, standardised test data, activities, and admissions signals, structured for downstream model training.

Nationality Distribution
By region group, % of total cohort
Career Family: Higher Education Track
Domain admitted into, % of total cohort
Applicant Profile Signals
Share of cohort demonstrating each admissions signal
Academic Benchmarks
Consolidated / normalised across all represented grading systems
University Roster
Institutions represented in this cohort
Full Cohort Records

Profile Database

Every column is independently filterable. Use the filter row directly beneath the headers: free-text fields match partial strings, categorical fields are exact-match dropdowns.

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Ingestion

Add Profile Data

Add a single profile manually, or bulk-import via spreadsheet. Records added here are appended to the live database, saved to shared storage, and immediately reflected in the Dashboard, Database and Analysis tabs for the whole team.

Manual Entry
Bulk Import
⇧ Drop .xlsx / .csv here, or

Expected columns (header row, any order; unrecognised columns are ignored):
nationalityGroup, country, university, domain, major, gpa, sat, activity, achievement, internship, internshipMode, startup, summerProgram, apClasses, studiedAbroad, leadership, volunteering, olympiad, scholarship, additionalInfo

Missing fields are filled with reasonable defaults. Download a template below.
Deep Dive

Cohort Analysis

Cross-cutting patterns computed live from the current database. Intended to demonstrate the depth of signal available for model training, not to represent causal relationships.

GPA & SAT by Career Domain
Mean values, current database
Career Domain by Nationality Group
Row % (where each region's students are headed)
Activity Portfolio Breakdown
Among the cohort with a consistent art / sport / martial-art record
Key Observations
Auto-generated from the live dataset