Table Table 1 From the research bench 6 September 2026

What does reproducibility mean?

Component	Required question	Example failure
Question or estimand	What was the analysis trying to calculate or compare?	The chart has no target quantity
Inputs	Which data files, versions, filters, and access conditions were used?	A current table replaces the historical snapshot
Procedure	Which transformations, exclusions, and decisions occurred in what order?	A manual step is remembered but not recorded
Code	Which analysis script and parameters produced the output?	A notebook cell or formula is missing
Environment	Which runtime, libraries, configurations, and random state matter?	A package update changes the result
Output	What exact table, estimate, chart, or file should appear?	“Same result” has no tolerance or comparison rule

Swipe or scroll horizontally if the table is wider than your screen.

Cite Embed

Reference & Evidence

Source: Table from this essay. Sources and interpretation are given in the article.

From the essay

What is reproducibility? Can another analyst reconstruct the result?

Reproducibility asks whether another analyst can rebuild a result from its inputs, code, environment, and procedure. It is not replication.

This exhibit belongs to an essay: the numbers live here, the argument lives there.

Read the essay →

Reuse & Citation

Cite this exhibit

APA 7

Isoglu, S. (2026). What does reproducibility mean? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-what-is-reproducibility-fig01/

BibTeX

@misc{isoglu-2026-what-is-reproducibility-fig01,
  author = {Isoglu, Sinan},
  title = {{What does reproducibility mean?}},
  year = {2026},
  howpublished = {Table 1, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-what-is-reproducibility-fig01/},
  note = {From the essay {What is reproducibility? Can another analyst reconstruct the result?}}
}

Embed this exhibit

Copy this HTML to use the PNG exhibit on your site with its source line and a link back to the exhibit page.

<figure>
  <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-reproducibility-fig01/">
    <img src="https://isoglu.com/social/isoglu-2026-what-is-reproducibility-fig01.png" alt="Table 1: What does reproducibility mean?" width="3200" height="2400">
  </a>
  <figcaption>Table 1: What does reproducibility mean?. Source: Table from this essay. Sources and interpretation are given in the article.. <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-reproducibility-fig01/">View exhibit</a>.</figcaption>
</figure>

Related exhibits

Table Table 2

Is reproducibility the same as replication?

From the essay What is reproducibility? Can another analyst reconstruct the result?
Table Figure 1

The synthetic reconstruction worksheet

From the essay What is reproducibility? Can another analyst reconstruct the result?
Table Table 1

What does claim entailment mean?

From the essay What is claim entailment? Does the source support the sentence?

What does reproducibility mean?

Related exhibits

Is reproducibility the same as replication?

The synthetic reconstruction worksheet

What does claim entailment mean?