Data

A paper aeroplane with the word SPAM written on it in big letters, to celebrate the release of the Circuspam Free Spam Toolkit.
Business, Circuspam, Data, Free Initiatives

The Open Web Is Closing, So Build Your Own Door

There was a time when finding someone’s email felt like a handshake—an introduction, not a transaction. You built something, you reached out, you started a conversation. That was the web. Now, the toll booths have multiplied: every useful API hides behind credit cards, every inbox is “managed” by algorithms that decide which voices deserve oxygen, […]

An abstract image with a white background, picturing a purple silhouette and various scales growing in front of them in a wavy fashion. This is to symbolise Semantic Evaluation Packages.
AI & Machine Learning, Data, Guides, LLMs, Psychology

Why LLMs Beat Generic Sentiment Analysis: The Rise of Semantic Evaluation Scales in Scientific Research

For years, sentiment analysis dominated automated text evaluation—classifying text as positive, negative, or neutral. But what if you needed to measure something more nuanced? What if you wanted to quantify dehumanization in a text, or psychological construct strength on a scale of 1–100, or consumer purchase intent across five Likert points? The answer lies is

A set of graphs on a dark background symbolising what you might be able to work out from this nutrient dataset.
Data, Free Initiatives, Nutrition

Nutrient Dataset Like Never Before

Introducing the Complete Nutrient Dataset v1.0—the breakthrough resource trusted by elite nutritionists, app innovators, and research professionals who refuse to settle for uncertainty or guesswork. Stop wondering if a nutrient is missing or outdated. There are 2680 meticulously indexed nutrient entries and science-backed dosages for every age and gender in this dataset. Nothing else comes