Build the stats page into the site - #259

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Zethson wants to merge 7 commits into
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stats-page-native
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Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

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@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

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@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

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disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

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What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

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ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

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There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

Conversation

@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

Copy link
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MemberAuthor

@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

Copy link
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Contributor

disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

Copy link
Copy Markdown
MemberAuthor

What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

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ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

Copy link
Copy Markdown
Collaborator

There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

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@Zethson@grst@maltekuehl
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

Conversation

@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

Copy link
Copy Markdown
MemberAuthor

@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

Copy link
Copy Markdown
MemberAuthor

What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

Copy link
Copy Markdown
Collaborator

There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

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3 participants

@Zethson@grst@maltekuehl
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

Conversation

@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

Copy link
Copy Markdown
MemberAuthor

@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

Copy link
Copy Markdown
MemberAuthor

What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

Copy link
Copy Markdown
Collaborator

There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

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3 participants

@Zethson@grst@maltekuehl
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

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@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

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@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

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disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

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What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

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ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

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There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

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@Zethson@grst@maltekuehl
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

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@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

Copy link
Copy Markdown
MemberAuthor

@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

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disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

Copy link
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MemberAuthor

What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

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ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

Copy link
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Collaborator

There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

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3 participants

@Zethson@grst@maltekuehl
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

Conversation

@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
@netlify

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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

Copy link
Copy Markdown
MemberAuthor

@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

Copy link
Copy Markdown
MemberAuthor

What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

Copy link
Copy Markdown
Collaborator

There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

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Development

Successfully merging this pull request may close these issues.

3 participants

@Zethson@grst@maltekuehl
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

Build the stats page into the site - #259

Open
Zethson wants to merge 7 commits into
mainfrom
stats-page-native
Open

Build the stats page into the site#259
Zethson wants to merge 7 commits into
mainfrom
stats-page-native

Conversation

@Zethson

@ZethsonZethson commented Aug 14, 2026

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Renders the stats page with the site's own layout and nav instead of the standalone frontend in scverse/stats, and links it from the About menu.

Data is unchanged: stats.json and contributors.json still come from scverse/stats, fetched at build time like the packages page reads the ecosystem registry.

Blocker: scverse/stats has Pages enabled and owns scverse.org/stats/, so this page is shadowed in production. It renders on the deploy preview. Freeing that path means renaming the repo or hosting the JSON somewhere else — the JSON isn't committed, it only exists via that Pages deploy.

The payload is a snapshot, not a time series, so there are no growth-over-time charts.

Previews may show stale numbers until #254 lands, which stops Hugo caching the remote fetch between builds.

Refs #157.

The stats page lived in scverse/stats with its own frontend, so it did
not look or navigate like the rest of scverse.org. This renders the same
data through the site's own layout, type and tiles, and links it from
the About menu.
stats.json and contributors.json are still produced by scverse/stats and
fetched at build time, the same way the packages page reads the ecosystem
registry. The data is a snapshot rather than a time series, so the page
is a set of numbers and a contributor list, not the growth charts the
issue imagined.
Refs #157.
@netlify

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🔨 Latest commit290a710
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A dark neutral bar disappears under extensions that invert the page, so
use the blue from the Join button gradient. It is the only site hue
besides the cerise that clears 3:1 against the page, checked rather than
eyeballed.
"scverse in numbers" stays as the page title, but the menu entry reads
Statistics.
Tiles with a destination are anchors and pick up the hover the rest of
the site uses — background shift plus a small scale. Only eight of the
thirteen link: a tile links out where the destination shows the same
number, so Zulip, Bluesky, the org people page, /people, the two
packages sections and the org page do, while the pull request and issue
counts do not, since a GitHub search covers all 99 org repos and these
numbers cover 12.
Issues move in with the packages, citations join the community, and the
daily download average goes back under the headline figure, which leaves
two groups instead of three and nothing stranded.
scverse/stats#9 adds the field. It is scraped from the logged-out
company page, so a run that gets blocked will not have it, and the tile
is behind a `with` rather than assuming it is there.
Citations sat awkwardly among the community tiles; they belong next to
downloads, so the two impact numbers now share the headline row with the
citation count set smaller.
The remaining contributors go behind a details element rather than a
count of people you cannot see. It needs no JavaScript, and the avatars
in it are not fetched until it is opened.
Drop the sources footnote: the intro already credits scverse/stats, and
the contributor paragraph already says the counts are core-only.
@Zethson

Copy link
Copy Markdown
MemberAuthor

@maltekuehl wdyt?

To ensure that there's no overlap of URLs, we'd need to switch off the existing https://scverse.org/stats/ . Should we disable the pages build on scverse/stats and make the JSON data easily available? Should we rename the URL here to /statistics or something to not have overlap?

@grst

grst commented Aug 14, 2026

Copy link
Copy Markdown
Contributor

disable the pages build on scverse/stats and make the JSON data easily available

Where?

  • We already have a scverse-stats S3 bucket which we use for archiving stats.
  • Alternatively, we could just keep the github pages. Either rename as you suggest, or order another subdomain through numfocus, then it wouldn't clash with /stats either.

@Zethson

Copy link
Copy Markdown
MemberAuthor

What I don't like about renaming is that we still make two frontends for the same content available. I wouldn't be surprised if someone then sent out the wrong URL or takes a screenshot of the wrong thing.
Ah, yah, given we already have the bucket it's fine then. In this case, I'd suggest we remove the existing frontend and just keep updating the bucket.

@grst

grst commented Aug 14, 2026

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ah, I meant using github pages just to serve the latest json. The frontend has to go for sure once it's live on the main website.

Using the S3 might require updating some access policies, but probably nbd

@maltekuehl

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There is no reason for the data generation repository to be hosted in any way directly, if we can get S3 upload capabilities there and the website repo can fetch the numbers from there, that would be ideal.

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@Zethson@grst@maltekuehl