inf values in CompositeDebtIssuance #209

Open
Open
inf values in CompositeDebtIssuance#209

Description

@silaswang19
silaswang19
opened on Aug 7, 2026

Dear Authors,

Thank you for making the data and code available and for your continued efforts in maintaining the datasets.

I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.

This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.

Thank you again for your work and for maintaining these valuable resources.

Best regards

Activity

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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
      inf values in CompositeDebtIssuance #209
      Open
      Open
      inf values in CompositeDebtIssuance#209
      Description
      @silaswang19
      silaswang19
      opened on Aug 7, 2026
      Dear Authors,
      Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
      I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
      This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
      Thank you again for your work and for maintaining these valuable resources.
      Best regards
      Activity
      Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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, '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
          inf values in CompositeDebtIssuance #209
          Open
          Open
          inf values in CompositeDebtIssuance#209
          Description
          @silaswang19
          silaswang19
          opened on Aug 7, 2026
          Dear Authors,
          Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
          I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
          This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
          Thank you again for your work and for maintaining these valuable resources.
          Best regards
          Activity
          Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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, '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
              inf values in CompositeDebtIssuance #209
              Open
              Open
              inf values in CompositeDebtIssuance#209
              Description
              @silaswang19
              silaswang19
              opened on Aug 7, 2026
              Dear Authors,
              Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
              I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
              This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
              Thank you again for your work and for maintaining these valuable resources.
              Best regards
              Activity
              Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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, '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
                  inf values in CompositeDebtIssuance #209
                  Open
                  Open
                  inf values in CompositeDebtIssuance#209
                  Description
                  @silaswang19
                  silaswang19
                  opened on Aug 7, 2026
                  Dear Authors,
                  Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
                  I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
                  This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
                  Thank you again for your work and for maintaining these valuable resources.
                  Best regards
                  Activity
                  Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
                  Metadata
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                  Assignees
                  No one assigned
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                      None yet
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                      No branches or pull requests
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, '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
                      inf values in CompositeDebtIssuance #209
                      Open
                      Open
                      inf values in CompositeDebtIssuance#209
                      Description
                      @silaswang19
                      silaswang19
                      opened on Aug 7, 2026
                      Dear Authors,
                      Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
                      I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
                      This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
                      Thank you again for your work and for maintaining these valuable resources.
                      Best regards
                      Activity
                      Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
                      Metadata
                      Metadata
                      Assignees
                      No one assigned
                        Labels
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                        No labels
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                          No milestone
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                          None yet
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                          No branches or pull requests
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, '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
                          inf values in CompositeDebtIssuance #209
                          Open
                          Open
                          inf values in CompositeDebtIssuance#209
                          Description
                          @silaswang19
                          silaswang19
                          opened on Aug 7, 2026
                          Dear Authors,
                          Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
                          I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
                          This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
                          Thank you again for your work and for maintaining these valuable resources.
                          Best regards
                          Activity
                          Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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                              No branches or pull requests
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, '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
                              inf values in CompositeDebtIssuance #209
                              Open
                              Open
                              inf values in CompositeDebtIssuance#209
                              Description
                              @silaswang19
                              silaswang19
                              opened on Aug 7, 2026
                              Dear Authors,
                              Thank you for making the data and code available and for your continued efforts in maintaining the datasets.
                              I noticed a potential issue related to 'CompositeDebtIssuance' (one of the predictors). There appear to be several observations with infinite values. These values do not seem to have been present in earlier versions of the dataset, such as the 2022 release that I previously used.
                              This issue is not particularly problematic as it can be handled during data cleaning. Yet I thought it might be helpful to bring it to your attention, as a quick check could help determine whether these values are expected or the result of a data processing issue.
                              Thank you again for your work and for maintaining these valuable resources.
                              Best regards
                              Activity
                              Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
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                              Assignees
                              No one assigned
                                Labels
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