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TransCAD binary table reader

This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(), with NumPy used to decode records directly.

The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.

Usage

frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))

The first argument may be the .bin path, the .dcb path, or their shared stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:

table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)

This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.

Licence

This work is derivative of caliperR and tcwpy. Both are licensed under the Apache License 2.0, so this directory retains the same licence in LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.

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TransCAD binary file reader

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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" + '

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TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
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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('^' + ".*" + '

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TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
Resources
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Apache-2.0 license
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0 forks
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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('^' + ".*" + '

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Repository files navigation
TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
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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" + '

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Repository files navigation
TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
Resources
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Apache-2.0 license
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0 forks
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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('^' + ".*" + '

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Repository files navigation
TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
Resources
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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('^' + ".*" + '

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TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
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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); }
})();
})();

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TransCAD binary table reader
This package reads a TransCAD fixed-format binary (.bin) table using its matching data dictionary (.dcb) and returns a pandas DataFrame. The code is based on Caliper Corporation's caliperR::read_bin(),
with NumPy used to decode records directly.
The FFB format is not publicly specified. This implementation follows caliperR and independently observed TransCAD files, but should still be checked against a TransCAD export before its output is used for production decisions.
Usage
frompathlibimportPathfromtcwpyimportread_transcad_binarytable=read_transcad_binary(Path("inputs/trips.bin"))
The first argument may be the .bin path, the .dcb path, or their shared
stem. If using the default one-parameter input (as shown above), the files must share a directory and stem. Alternatively, the two paths may be passed separately:
table=read_transcad_binary(
"inputs/trips.bin",
dictionary_path="dictionaries/trips_dictionary.dcb",
)
This package only converts the following DCB types: I, S, R, F, and C. The Date, Time, and DateTime fields are not implemented and will raise an error if encountered.
Licence
This work is derivative of
caliperR and
tcwpy. Both are licensed under the
Apache License 2.0, so this directory retains the same licence in
LICENSE. Apache-2.0 is a permissive licence, not a copyleft licence.
About
TransCAD binary file reader
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