DataMind Coaching Intelligence
Deep Analytics:
Move the Tier, Not the Dashboard
Interactive Findings from 15,505 Student Intervention Cycles
Navigate with arrows. Click any visual element to drill down.
01
The Time-on-Tool Mirage
Why mandated minutes trap students rather than accelerate them.

Minutes × Mastery Heatmap

Click any cell to see precisely how many students fall into that quadrant and why 120+ minutes actually depresses growth rates. Red bounds capture the compliance trap; Teal bounds represent the optimal threshold.

02
The Alignment Gap
Correlating structural choices directly to tier movement.

Alignment Profile vs Growth Outcomes

Each bubble is one of the 50 network schools mapped across 15,505 cycles. Bubble size = student intervention volume.
Filter by archetype using the toggles below. Click any bubble for school-level deep analytics.

03
Coach Quality & Capacity Overload
Measuring the hidden limitations of the interventionists.

Capacity Drives Outcome

83% of interventionists carry overloaded caseloads. They are stretched past the point where quality can survive. Missed sessions rise and student movement drops sharply under this condition. Click a panel to view impact details.

58.2% Growth Target Met
Overloaded Caseloads
65.4% Growth Target Met
Adequate Caseloads

Teacher Growth by Coaching Quartile

High-quality coaching compounds exponentially, yet our strongest coaches are frequently placed in lower-need environments. Click a quartile track to evaluate placement demographics.

Fidelity Surpasses Action Type

Analyzing all 3,392 recorded coaching events. The insight? Every type of action scores high on base quality. True differentiation lies in Follow-up Closure. Click a card to launch its deep-dive profile.