The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Data Mining Milestone: 9,450+ Hotel Leads Scraped Across Canada
I recently completed a comprehensive data extraction project on Upwork for a Canadian hospitality client, and the results are in! 🚀
The goal was to map out the hospitality landscape in Canada, specifically identifying properties utilizing Cloudbeds or Mews as their Property Management Systems.
🛠️ The Tech Behind the Scrape
Leveraging a custom-built scraper, I navigated through Google Maps to identify and verify leads. This wasn't just about quantity; it was about data integrity.
Total Scanned: 9,450 Hotels.
Focus: Tech-stack identification (PMS integration).
Delivery: A clean, actionable lead list ready for high-conversion outreach.
📈 Results & Impact
By filtering properties based on their software usage, the client can now execute a highly targeted sales strategy instead of "spraying and praying."
As a Full-Stack Engineer with a focus on high-performance backend systems, I love turning massive amounts of raw web data into strategic assets.
Need a custom scraper or a complex data solution for your business? Let's connect and build something efficient.
#DataEngineering #LeadGeneration #Scraping #Upwork #Cloudbeds #Mews #HospitalityTech #GoLang #Automation
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
This dashboard delivers a comprehensive 5-year analysis (2021–2025) of the global automotive industry, clearly highlighting how China has emerged as the undisputed market leader.
The data reveals that China is not only the largest automotive market globally, but also the fastest-growing, now accounting for over 35% of global vehicle sales. With strong growth in electric vehicles (EVs), exports, and total production, China is capturing the majority of global industry expansion while other major economies grow at a slower pace.
Key insights from the dashboard include:
China’s sales growth significantly outpaces global averages
Rapid acceleration in EV adoption, nearing half of total sales
Strong export growth positioning China as a global automotive powerhouse
A widening gap between China and other major markets like the USA, Japan, and Germany
💼 About Our Services – Intersect Analytics
At Intersect Analytics, we specialize in transforming complex data into clear, actionable insights that drive strategic decision-making.
Our core services include:
📊 Interactive Dashboard Development (Power BI, Tableau)
📈 Data Analysis & Business Intelligence
🔍 Market Research & Industry Insights
🤖 Data Automation & Reporting Solutions
📉 Financial & Operational Analytics
⭐ Why Choose Intersect Analytics?
Data-Driven Precision – We go beyond visuals to deliver insights that matter
Business-Focused Approach – Every dashboard is tailored to support real decisions
Advanced Technical Expertise – Skilled in Power BI, SQL, Python, and financial modeling
Clean, Executive-Ready Designs – Dashboards that are both insightful and visually compelling
Fast Turnaround, High Impact – We deliver quality solutions efficiently
🎯 The Bottom Line
This dashboard is more than just a visual—it’s a strategic tool that clearly shows how global dynamics are shifting, with China leading the future of the automotive industry.
👉 With Intersect Analytics, you don’t just get data—you get clarity, direction, and a competitive edge.
I received an assignment from a company to redesign their website with a new theme and integrate backend APIs for lead generation. I think I’ve done a pretty good job—would love your feedback!
0 voted
0%
1 voted
100%
1 vote
Closed
Clean and high-impact.
"LinkedIn is the new Instagram"
So why haven't you made it work for your business yet?
I currently help over 10+ business with their day to day LinkedIn strategies and activities across the UK and US.
Alongside Jordan Fleck from Driven Media Group, we have integrated linkedIn strategy into multiple brands that were looking for something a little more targeted.
The owners were work with most reguarly have some common factors:
They already operate well-established business and have extensive local networks from their time within their industry.
These networks are bigger than they know and often underutilised as contacts have moved to new places and begun new ventures.
These companies aren't seeking fame, they want to increase awareness of their specific services within their target audience.
So how do we do this effectively?
We do not reinvent the wheel, we do not offer anything that is different in theory, our practice & execution is what delivers.
We focus on the already present strengths of our clients, their networks and warm leads.
From here we either generate new lists of mutual contacts through LinkedIn or we improve the quality of pre-existing lead sheets.
We stick to a regular and attainable quota, egarness is great but consistency is better.
LinkedIn allows for 100 connections per week so we'll do our best to find 100 suitable connections to make, we do not NEED to hit this, any business would rather have 500 genuine leads than 100,000 viewers.
We focus on activity over passive management.
In a time where AI dominates we find lots of issues with an automated or semi-automated approach. Humans still by from humans and it's often that personal connection that creates successful client relationships.
If you are a business owner and are unsure where to start, my inbox is open.
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
portfolioreview
The best portfolios tell a story, not just show a grid. Share yours for feedback.
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?