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Museum of Almost Right is an interactive educational demo that shows how analytical choices can change the result produced from the same data. Visitors inspect a claim, open its notes, and switch interpretations. Its examples make assumptions visible; they do not establish the truth of real-world claims.

What Museum of Almost Right is designed to show

The project article describes a browser-based collection where a visitor can inspect a claim without opening a spreadsheet or writing code. Each exhibit connects source data to interpretations and a claim, making the rules behind a result easier to see. As the author puts it, the learning goal is to “name the condition that makes an answer defensible.”

The examples are deliberately limited in what they prove. The project article by Jianqiang states: “All observations are invented; this is an educational demonstration, not a validated assessment.” The exhibits illustrate how methods work, not how real populations, events, or institutions behave.

How changing the rule changes the result

The project’s examples cover sorting, data representation, missing values, and group weighting. In each case, the same inputs can yield different outputs because the rule used to compare, interpret, or combine them changes.

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Sorting: text order or numeric order

For the values [2,10,1], JavaScript’s default sorting compares values as strings, producing an order different from numeric sorting. Numeric comparison produces [1,2,10]. Neither output is meaningful without knowing what the values represent and which comparison rule is intended.

Representation: identifiers or quantities

The strings 0042 and 42 are distinct text representations. Converting them to numbers removes the leading-zero distinction. That may be appropriate for quantities, but can destroy meaningful formatting in an identifier such as a code or account number. The right treatment depends on what the field means.

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Missing values: decide what a blank means

An exhibit averages 4, a blank observation, and 8 under two missing-data treatments. The result depends on the rule applied to the blank—for example, whether it is excluded or treated as a value. The project article presents this as an invented demonstration, not a real dataset or a recommendation that one policy always be used.

Group weighting: average rates or pool trials

In the project’s invented success-rate example, equal weighting of groups yields 62.5%, while pooling trials yields 40%. These figures describe that exhibit’s example only. Equal group weighting answers a question in which each group counts equally; pooled-trial weighting gives more influence to groups with more trials. Which interpretation is defensible depends on the question and the intended unit of comparison.

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What the project’s calculations can—and cannot—verify

The project article describes three content layers: evidence records containing rows, columns, and provenance; interpretations containing an assumption, calculation key, expected JSON result, verdict, and explanation; and exhibits that assemble references into a claim and takeaway. The frontend reportedly selects among eight fixed calculation functions by key and parses JSON as data rather than executing it.

According to Jianqiang’s 2026 article, the frontend validates fetched material and recomputes expected results. A matching number can show that a calculation is consistent with its declared expectation. It cannot, by itself, prove that the accompanying explanation is accurate or that the claim is true in the real world. A correct calculation and a well-supported interpretation are separate things.

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What has been reported about the build and checks

The project article reports four exhibits, eight interpretations, and 16 imported Sanity documents at the time it was written. It also says the main implementation context and a separate review context each ran 25 tests with 25 passes. Jianqiang notes that the review was not independent human review, so these are author-reported project checks, not an external audit.

The article says the checks covered malformed cells, unsafe numeric values, missing or conflicting references, unsupported algorithms, incorrect expectations, and accidental mutation. It also reports fixes for a skip-link target, focus on an off-screen heading, and display of whitespace-only missing values. A keyboard reset check reportedly left notes collapsed, cleared the selected choice, and made heading focus visible.

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For responsive layout, the author reports Chrome iframe checks at 360, 768, and 1280 CSS-pixel viewport widths. The article explicitly distinguishes these from physical-device tests and a complete accessibility audit; it also says reduced-motion handling was not independently exercised end to end. These reports describe the project article’s checks, not independently reproduced findings.

Publication state and current availability

The project article says importing 16 documents initially left the museum at zero exhibits, then reloading changed it to four. It also reports that a content edit remained visible after reopening the editor and refreshing the public frontend. A prolonged “Saving” state and an HTTP/1 warning were inconclusive; the article says the cause of the transport warning was not established.

The article describes an Astro static shell, browser JavaScript, and Sanity-backed content, and says the project used Free-compatible features without selecting a paid upgrade or depending on a paid API. These are descriptions of the publication state at the time of the article, not confirmation of present configuration. The current live demo URL and status are not established here. For the project’s account, see Jianqiang’s project article on DevPlace / DEV Community.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

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