Secondary School Performance Analytics
Applied school-performance case study for evidence-based academic management.
Open school analyticsDATALYTIQS ACADEMY
Analytics Lab
LearnerStudent workspace
APPLIED ANALYTICS LEARNING ENVIRONMENTTurn data into evidence.
Turn data into evidence.
Turn evidence into decisions.
Develop practical analytical competence through real datasets, reproducible analysis and decision-oriented case studies.
THE DATALYTIQS METHODProblem↓Data↓Analysis↓Evidence↓Decision
DATALYTIQS ANALYTICS LAB
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Use a practical workspace now, or browse the complete catalogue below to start its Academy theory pathway.
MERL Foundations
Monitoring, evaluation, research and learning competence pathway with evidence gates.
Explore MERLData Science
Applied data-science learning and analytical practice environment.
Explore data scienceCEO Intelligence Workspace
Premium executive intelligence workspace for organisational data, KPIs and scenarios.
Open CEO workspaceFULL LEARNING CATALOGUE
Every course, one clear journey
Begin theory in DatalytIQs Academy, then return here for practical evidence and portfolio work. No duplicate assignments.
Professional analytics pathways
Programme theory is delivered in the Academy. The Lab supplies the assessed practical work.
- MERL-101MERL FoundationsOpen Lab
- DS-101Data Science — Beginner to AdvancedOpen Lab
- BI-101Business IntelligenceOpen Lab
- DA-101Data AnalyticsOpen Lab
- DT-101Digital Transformation & Data Systems for ExecutivesOpen Lab
- STAT-101Practical StatisticsOpen Lab
- EXCEL-101Comprehensive Excel for School Bursars — KenyaOpen Lab
- LDR-101Leadership for Public OfficersOpen Lab
- SM-101Senior ManagementOpen Lab
DatalytIQs field-data pathway
Build practical competence across the full data lifecycle: define, collect, clean, analyse and decide.
- DTQ-101Questionnaire DesignOpen Lab
- DTQ-102KoboToolbox Data CollectionOpen Lab
- DTQ-103Sampling & Sample Size DeterminationOpen Lab
- DTQ-104Field Data Quality AssuranceOpen Lab
- DTQ-105Data Cleaning in ExcelOpen Lab
- DTQ-106Survey Data Analysis in ExcelOpen Lab
- DTQ-107Data Visualization & DashboardingOpen Lab
- DTQ-108Statistical InterpretationOpen Lab
- DTQ-109Data-Driven Report WritingOpen Lab
- DTQ-110From Evidence to Management DecisionsOpen Lab
CASE STUDY 001
FOUNDATION CASESecondary School Performance Analytics
Evidence-Based Academic Management
Management challenge
A school leadership team needs defensible evidence about academic performance patterns and the factors associated with student outcomes so that interventions can be prioritised intelligently.
Your analytical mission
Transform the supplied school dataset into statistically sound findings, management insights and actionable recommendations.
Open case workspace Python · Excel/CSV · Statistical Analysis · Management Interpretation
CASE 001 PATHWAY
Your analytical workflow
Complete each stage sequentially. Your work becomes part of the final analytical report.
Understand the Management Problem
Define the decision context, stakeholders and analytical questions.
Inspect & Prepare the Dataset
Review variables, data types, missingness and analytical readiness.
Conduct Descriptive Analysis
Summarise performance patterns with statistics, tables and visualisations.
Investigate Performance Drivers
Examine relationships and factors associated with learner outcomes.
Translate Findings into Insights
Connect statistical evidence to management implications and action.
Prepare the Analytical Report
Consolidate evidence, limitations, recommendations and final submission.