Learn ENA by making the analysis decisions.

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Research DesignIntermediate35 minJul 24, 2026
ENA Academy Lesson 07

Justify a Moving Stanza Window From Interaction Context

Use the shared synthetic design-talk dataset to practise choosing how many nearby rows may contribute to a modeled connection and why that span represents meaningful context in the activity, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

moving stanza windowcontext lengthconversation boundary
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InterpretationBeginner25 minJul 25, 2026
ENA Academy Lesson 08

Separate Code Prevalence From ENA Connections

Use the shared synthetic design-talk dataset to practise distinguishing how often a code occurs from how strongly it connects with other codes under the selected window, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

code prevalenceconnection weightfrequency audit
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Research DesignIntermediate35 minJul 26, 2026
ENA Academy Lesson 09

Model Nested Units and Metadata Without Pseudoreplication

Use the shared synthetic design-talk dataset to practise aligning the network unit with hierarchical data such as turns within students, students within teams, and teams within classrooms, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

nested unitsmetadata hierarchypseudoreplication
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InterpretationIntermediate35 minJul 27, 2026
ENA Academy Lesson 10

Inspect Unit Networks and Influential Cases

Use the shared synthetic design-talk dataset to practise determining whether a group-level network pattern is broadly shared or driven by a small number of unusual units, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

unit networksinfluential casesoutlier audit
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Research DesignIntermediate35 minJul 28, 2026
ENA Academy Lesson 11

Design Paired and Repeated ENA Comparisons

Use the shared synthetic design-talk dataset to practise comparing the same units across time or conditions without treating repeated networks as unrelated observations, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

paired comparisonrepeated measureswithin-unit change
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ModelingIntermediate35 minJul 29, 2026
ENA Academy Lesson 12

Quantify Uncertainty Around ENA Comparisons

Use the shared synthetic design-talk dataset to practise representing the sampling uncertainty around group locations, edge differences, and effect estimates instead of treating plotted means as exact, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

uncertaintybootstrapconfidence interval
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