Open ENA — Epistemic Network Analysis

Aprenda ENA tomando as decisões da análise.

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An individual SecondGame ENA network and its point. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
Preparação de dadosIniciante25 min13 de ago. de 2026
Lição da Academia ENA 25

Handle Missing Data and Exclusions Transparently

Use the shared synthetic design-talk dataset to practise distinguishing a true code absence, an all-zero observed unit, an unobserved period, a malformed row, and an excluded case, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

O corpo do tutorial revisto está atualmente disponível em inglês.

missing dataexclusion ruleszero versus missing
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Tan et al. (2024), figure 10 · CC BY 4.0

Constructing an ENA model in rENA. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
Desenho de investigaçãoIniciante25 min14 de ago. de 2026
Lição da Academia ENA 26

Preregister an ENA Decision Record

Use the shared synthetic design-talk dataset to practise recording the relational question and consequential ENA choices before outcome patterns or group separation are inspected, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

O corpo do tutorial revisto está atualmente disponível em inglês.

preregistrationdecision recordconfirmatory analysis
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Tan et al. (2024), tutorial example · CC BY 4.0

SecondGame mean ENA network. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
ModelaçãoIntermédio35 min15 de ago. de 2026
Lição da Academia ENA 27

Compare ENA Normalization Choices

Use the shared synthetic design-talk dataset to practise deciding whether analysis should emphasize relative connection composition, total connection magnitude, or another explicitly defined quantity, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

O corpo do tutorial revisto está atualmente disponível em inglês.

normalization choicesphere normalizationconnection magnitude
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Tan et al. (2024), figure 2 · CC BY 4.0

FirstGame mean ENA network. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
Preparação de dadosIntermédio35 min16 de ago. de 2026
Lição da Academia ENA 28

Define a Zero-Network Policy Before Modeling

Use the shared synthetic design-talk dataset to practise handling units that have observed rows but no modeled code co-occurrences under the chosen window and code set, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

O corpo do tutorial revisto está atualmente disponível em inglês.

zero networkempty vectorsparse data
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Tan et al. (2024), figure 1 · CC BY 4.0

SecondGame mean network and ENA points. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
Preparação de dadosIniciante25 min17 de ago. de 2026
Lição da Academia ENA 29

Export an ENA Reproducibility Bundle

Use the shared synthetic design-talk dataset to practise packaging enough data, metadata, decisions, code, and outputs for another analyst to audit and rerun the model, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

O corpo do tutorial revisto está atualmente disponível em inglês.

reproducibility bundleprovenanceexport artifacts
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Tan et al. (2024), figure 7 · CC BY 4.0

Constructing an ENA model in rENA. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
Desenho de investigaçãoIntermédio35 min18 de ago. de 2026
Lição da Academia ENA 30

Write a Complete ENA Methods Section

Use the shared synthetic design-talk dataset to practise reporting the full chain from research design and qualitative coding through accumulation, normalization, projection, comparison, and sensitivity analysis, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

O corpo do tutorial revisto está atualmente disponível em inglês.

methods reportingENA specificationreproducible manuscript
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Tan et al. (2024), tutorial example · CC BY 4.0