Self-reported, unblinded, self-selected data has known biases and is still worth collecting, provided every one of those words appears in the description.
Worth one more sentence than it usually gets.
Self-reported, unblinded, self-selected data has known biases and is still worth collecting, provided every one of those words appears in the description.
Worth one more sentence than it usually gets.
Reading rather than answering, but this is the post I would point somebody at.
Bookmarking this. I will come back when I have something worth adding.
Adding the measurement that post #45 says would settle it.
Version the file rather than editing in place. A dataset that changes silently under an analysis makes the analysis unreproducible.
Read the full topic (102 posts)
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About the Datasets category
Community-collected datasets, their collection methods, and their limitations. This post is a community wiki: any member at trust level 3 or above can edit it, and every edit is recorded with its author and a…
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+6 | 11 | 42k | 12mo |
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Whether an aggregate is worth publishing at all: a disputed topic — does this still hold?
Whether an aggregate is worth publishing at all: a disputed topic — does this still hold? I have a specific reason for asking rather than idle curiosity, and the context is below. An honest uncertainty about…
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+14 | 18 | 3.4k | 2mo |
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Cleaning a self-reported dataset and what you throw away — what changed since
Posting this under the heading it deserves: Cleaning a self-reported dataset and what you throw away — what changed since Everything below is what sits behind that. What changes if the standard account of…
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2 | 2k | 1h | |
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Whether an aggregate is worth publishing at all: a disputed topic
On the subject in the title: Whether an aggregate is worth publishing at all: a disputed topic Working notes rather than a conclusion. An honest uncertainty about whether an aggregate rather than a disguised…
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+20 | 24 | 18k | 13mo |
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Contributing data without breaching anyone's privacy — what changed since
On the subject in the title: Contributing data without breaching anyone's privacy — what changed since Working notes rather than a conclusion. What changes if the standard account of Contributing data without…
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2 | 58k | 17mo |
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Impurity thresholds: where the common numbers come from
Impurity thresholds: where the common numbers come from — setting out what I have, and where I think it stops being reliable. I have spent a fortnight trying to pin impurity thresholds down and I want to set…
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+11 | 15 | 825 | 2d |
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Area percent versus weight percent: the confusion that causes most arguments
Posting this under the heading it deserves: Area percent versus weight percent: the confusion that causes most arguments Everything below is what sits behind that. Proposing that area percent versus weight…
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+10 | 14 | 2.1k | 2mo |
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Tag proliferation and whether we should prune
On the subject in the title: Tag proliferation and whether we should prune Working notes rather than a conclusion. I have spent a fortnight trying to pin tag proliferation down and I want to set out where I…
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2 | 11k | 11mo | |
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[2026 update] Why 99.2% and 97.8% on the same lot can both be correct
Why 99.2% and 97.8% on the same lot can both be correct — that is the question, and I have not found it answered plainly anywhere I have looked. I would like to understand what this number means before I…
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+1 | 5 | 719 | 2d |
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A friction point in the promotion workflow
A friction point in the promotion workflow — setting out what I have, and where I think it stops being reliable. Asking about friction point directly, because I have read four threads on it and each answered…
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+4 | 8 | 491 | 11mo |