Aprenda ENA tomando as decisões da análise.

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FirstGame mean network and ENA points. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

ModelaçãoIntermédio35 min30 de jul. de 2026

Use Means Rotation for a Prespecified Two-Group Question

Use the shared synthetic design-talk dataset to practise deciding when the first ENA axis should align with the difference between exactly two prespecified group means, 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.

means rotationtwo-group contrastMR1

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Tan et al. (2024), figure 5 · CC BY 4.0

Mean network for all units in the expert model. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

ModelaçãoIntermédio35 min31 de jul. de 2026

Lição da Academia ENA 14

Interpret SVD Dimensions and Co-registration

Use the shared synthetic design-talk dataset to practise understanding what SVD axes summarize and whether network node positions are aligned well enough with projected unit coordinates for interpretation, 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.

singular value decompositionco-registrationvariance explained

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Tan et al. (2024), figure 27 · CC BY 4.0

Constructing an ENA model in rENA. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

ModelaçãoIntermédio35 min1 de ago. de 2026

Lição da Academia ENA 15

Reproduce an ENA Model Across Implementations

Use the shared synthetic design-talk dataset to practise checking whether two ENA implementations produce equivalent accumulated connections, normalized vectors, projections, and interpretations under matched settings, 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.

cross-implementation parityrENAjENA

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

Novice networks projected into the expert space. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

Desenho de investigaçãoIntermédio35 min2 de ago. de 2026

Lição da Academia ENA 16

Run Window and Segmentation Sensitivity as a Model Grid

Use the shared synthetic design-talk dataset to practise separating two coupled context decisions by evaluating a small prespecified grid of segmentation and moving-window alternatives, 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.

sensitivity gridsegmentationwindow size

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Tan et al. (2024), figure 28 · CC BY 4.0

Difference between the two mean ENA networks. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

InterpretaçãoIntermédio35 min3 de ago. de 2026

Lição da Academia ENA 17

Read ENA Subtraction Networks Without Overclaiming

Use the shared synthetic design-talk dataset to practise interpreting a difference graph as edge-wise subtraction between comparable networks in one shared analytic space, 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.

subtraction networkdifference graphshared node positions

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Tan et al. (2024), figure 3 · CC BY 4.0

Source records highlighted within a stanza window. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

InterpretaçãoIniciante25 min4 de ago. de 2026

Lição da Academia ENA 18

Trace Every Interpreted Edge Back to Excerpts

Use the shared synthetic design-talk dataset to practise building a reproducible route from an interpreted network edge to the units, rows, and source excerpts that contributed to it, 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.

excerpt traceabilityedge provenanceinterpretive loop

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Tan et al. (2024), figure 13 · CC BY 4.0