Hash scraper technology blog

Creating a crawler with AI, how far can you go and where do you encounter obstacles?

Creating a crawler with AI, how far can you go and where do you encounter obstacles?

"Can I ask ChatGPT to do it?" These days, the most common question among those considering data collection. It's a valid question. If you ask ChatGPT or Claude to "write a Python code to collect pr...

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How to start web data extraction — comparing four methods from manual copying to data collection services

How to start web data extraction — comparing four methods from manual copying to data collection services

When everything is visible on the screen, but you feel stuck moving it to Excel Competitor prices, product reviews, company lists, news articles - all the necessary information is visible on the we...

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Outsourcing web scraping process - from inquiry to the first data, it has been organized step by step.

Outsourcing web scraping process - from inquiry to the first data, it has been organized step by step.

What should I prepare before making an inquiry? The most common hesitation for those considering outsourcing web scraping for the first time is surprisingly the inquiry itself. They often wonder, "...

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Comparing subscription-based crawling vs. individual billing reveals the answer in terms of total cost of ownership (TCO) for one year.

Comparing subscription-based crawling vs. individual billing reveals the answer in terms of total cost of ownership (TCO) for one year.

Illusion of Expensive Monthly Subscription When you first receive a quote for a web crawling subscription service, you'll likely have the same reaction as most people: "Isn't it more expensive than...

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Monitoring is about notifications, not just collecting data - Creating a response loop with price and reputation data

Monitoring is about notifications, not just collecting data - Creating a response loop with price and reputation data

I started monitoring, but nothing is happening Whether it's price monitoring or reputation monitoring, some organizations end up in this state after starting and a few weeks pass. The data comes in...

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Adding AI analysis to collected reviews - How to read VOC through sentiment analysis, classification, and translation.

Adding AI analysis to collected reviews - How to read VOC through sentiment analysis, classification, and translation.

Gathering 30,000 reviews, but no one reads them Review data collection is successful, but often faces challenges in utilization. Even though reviews from various channels are automatically gathered...

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Data received in Excel vs data viewed on a dashboard - changing the delivery format

Data received in Excel vs data viewed on a dashboard - changing the delivery format

Different companies use the same data differently Even if the same items are collected at the same frequency and quality, the utilization of data varies greatly depending on each customer. After op...

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Until the crawling data becomes a decision

Until the crawling data becomes a decision

If the data has been accumulated but nothing has changed Most crawling inquiries start with "Please collect data from this site." However, a few months later, when we talk again, it turns out that ...

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Why do estimates for web scraping vary by company? — Cost structure and hidden costs

Why do estimates for web scraping vary by company? — Cost structure and hidden costs

Why are the prices for crawling the same request so different? When you receive quotes for crawling, you may notice that the prices vary significantly among different companies for the same request...

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