Field notes from the engineering desk.
Notes from a decade of running production scrapers — what breaks, what scales, what clients ask for next.
Why Most Data Extraction Projects Fail After Six Months
Many data extraction projects succeed initially but degrade over time. Learn why schema drift, scaling issues, and lack of validation cause long-term failures.
Read moreFrom Website Data to Structured Datasets: What Web Data Extraction Involves
Web data extraction involves more than collecting website data. Learn how structured, validated datasets are built and maintained at scale.
Read moreData Extraction vs Data Transformation: Where the Boundary Is
Data extraction and data transformation serve different roles. Learn where the boundary lies and why separating them matters in reliable data pipelines.
Read moreWhy Normalization Is the Hardest Part of Data Extraction
Data extraction is often described as a technical process: selecting fields, validating formats, and producing structured outputs. In practice, the most...
Read moreFrom Scraping to Usable Datasets: What Actually Happens in Between
Web scraping is often discussed as the act of collecting data from websites. In practice, collecting data is only the beginning. The more difficult work begins...
Read moreWhy Schema Drift Breaks Datasets Over Time
Schema drift is one of the most common reasons data systems degrade quietly over time. It rarely causes immediate failures, but it steadily erodes data...
Read moreData Cleaning Techniques for Scraped Data
In this article, we will explore some effective data cleaning techniques specifically tailored for scraped data.
Read moreWeb Scraping in UX/UI Design
Web scraping in UX/UI design can significantly enhance, as well as speed up the design process.
Read moreAPI Scraping: Extracting Data from APIs
Logimu offers API scraping solutions that can be utilized across various industries.
Read moreUsing Web Scraping in Finance
Gain a competitive edge by having access to the latest economic indicators, such as GDP, unemployment rates, and inflation with web scraping in finance.
Read moreFeeding AI With Data Scraping
Feeding AI with web scraping can train AI models, which help businesses make data-driven decisions in real-time.
Read moreAI-Assisted Data Scraping Solutions: The Future of Web Extraction
In the vast digital cosmos, data is the most sought-after resource. As businesses increasingly pivot towards data-driven decision-making, the demand for robust...
Read moreStart with the API.
Get an API key from $19/month and make your first call in minutes. Cancel anytime, 14-day money back.
Get your API key