#

booking-com

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ramanavbezborah / Review-Based-Sentiment-Modelling

Star 1

This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.

nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • Updated Jul 24, 2025
booking-scraper

omkarcloud / booking-scraper

Sponsor
Star 1

Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.

bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • Updated Aug 26, 2026

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
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;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} 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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#


booking-com


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Here are
25 public repositories
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Filter by language

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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more


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

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#


booking-com


Star


Here are
25 public repositories
matching this topic...

Language:All
Filter by language

All
25
Python
5
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3
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2
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1
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1
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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more


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

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#


booking-com


Star


Here are
25 public repositories
matching this topic...

Language:All
Filter by language

All
25
Python
5
TypeScript
3
PHP
2
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1
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1
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1
Sort:Most stars
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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more


, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} 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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#


booking-com


Star


Here are
25 public repositories
matching this topic...

Language:All
Filter by language

All
25
Python
5
TypeScript
3
PHP
2
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1
JavaScript
1
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Sort:Most stars
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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more


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

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#


booking-com


Star


Here are
25 public repositories
matching this topic...

Language:All
Filter by language

All
25
Python
5
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3
PHP
2
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1
JavaScript
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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more


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

Skip to content

#


booking-com


Star


Here are
25 public repositories
matching this topic...

Language:All
Filter by language

All
25
Python
5
TypeScript
3
PHP
2
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1
JavaScript
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Fewest forks

Recently updated

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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more


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

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#


booking-com


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Here are
25 public repositories
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Filter by language

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25
Python
5
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PHP
2
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Sort:Most stars
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ramanavbezborah /
Review-Based-Sentiment-Modelling

Star
1
This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.
nlpdata-sciencemachine-learningtext-miningsentiment-analysisdata-visualizationorangeldageospatial-analysishotel-reviewsreview-analysistopic-modellingcustomer-experiencebooking-com
  • 
Updated
Jul 24, 2025
booking-scraper
omkarcloud /
booking-scraper

Sponsor


Star
1
Booking.com Scraper to extract hotels with live prices, availability, ratings, and reviews. Scrape Booking.com data into structured JSON without blocks or proxies.
bookinghotelhotel-apihotel-bookingbooking-systembooking-combooking-com-apibooking-apiprice-tracking-systemgoogle-hotel-search-apiscraper-apibooking-scrapergoogle-hotelshotel-ratesbooking-scrapingbooking-com-scrapergoogle-hotels-scraperbooking-hotel-scrapertravel-booking-apibooking-com-scraping
  • 
Updated
Aug 26, 2026

Add this topic to your repo


To associate your repository with the
booking-com
topic, visit your repo's landing page and select "manage topics."


Learn more