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Data Science & Analytics

1. Coast Fire Calculator

Coast Fire Calculator is a web-based tool designed to estimate how coastal wildfires may spread under varying wind, terrain, and fuel conditions. It provides quick, actionable insights for planners, researchers, and emergency managers who need to gauge risk and visualize scenarios without complex modeling. Key features include: - **Coastal fire spread modeling**: Enables rapid estimation of potential fire propagation along shorelines by adjusting wind, slope, fuel loads, moisture, and coastal features to reflect real-world conditions. - **Interactive scenario builder**: Create, compare, and export multiple scenarios in one view to evaluate how changes in weather or terrain affect risk and decision making. - **Clear visuals and summaries**: Generates shareable maps, charts, and concise briefs that communicate coastal fire risk to stakeholders without requiring specialized training. - **Freemium access**: Provides a no-cost entry point with premium options for advanced modeling, allowing broad usage while supporting ongoing development. Coast Fire Calculator helps planners and responders translate complex coastal fire dynamics into understandable, actionable insights, enabling proactive risk management and better preparation for emergencies.

Business Analytics Data Science & Analytics Green Tech

2. Derek Critchfield

InterviewMock.ai delivers coach-quality mock interviews for just $4.99 a session. Pick from behaviour, resume driven or technical to brief your expert interviewer, and get a live practice interview with your choice between 4-16 questions followed by a data-rich scorecard minutes later. The platform captures every answer, highlights strengths, pinpoints gaps, and recommends next steps so you walk into the real interview confident and prepared.AI Interview Coaching Pick from behaviour.AI Interview Coaching Pick from behaviour.

Data Science & Analytics

3. Gaffa

Getting reliable web data at scale is tough and getting harder all the time. Gaffa provides an API that makes it simple again. Gaffa will take care of all the complexity like residential proxies, scaling, infrastructure, failures and data parsing so you can concentrate on your business and not fixing broken scraping pipelines.Using Gaffa's REST API you can send a single request to perform a huge number of actions like scrolling and clicking mimicking natural human browsing patterns as well as extracting page data as images, markdown, html or, using LLM, JSON. Because Gaffa is designed to work even against the hardest to scrape sites it also has a stealth mode which uses real browsers, solves CAPTCHAs and uses residential proxies to ensure you get the data you need with minimum stress.

APIs & Integrations Data Science & Analytics

4. Geosaur

Geosaur delivers AI-powered search analytics to help brands understand how they appear in AI answers and optimize visibility across search ecosystems. By monitoring prompts across leading generative engines and surfacing the underlying sources behind results, Geosaur provides actionable insights that help you stay relevant as the search landscape evolves. Key features include: - **AI-driven search analytics**: Gain real-time visibility into how your brand shows up in AI prompts across engines, measure impression quality, and track sentiment and intent signals to guide content strategy. This enables data-driven decisions to improve ranking, attribution, and content alignment. - **Competitor tracking**: Benchmark against peers to identify who outranks you and uncover gaps in coverage across engines and prompts. This helps you prioritize content creation and outreach to close competitive gaps. - **Event tracking**: Monitor meaningful events in AI responses—algorithm updates, shifts in phrasing, or new source attribution that affect your brand. Early warnings support proactive optimization and timely adjustments. - **Source analysis**: Drill into the exact sources cited in AI answers to verify credibility and map content back to your assets. This transparency strengthens trust and ensures your content remains accurately represented. - **Visibility monitoring**: Continuously observe where your brand is mentioned or shown and receive alerts to stay ahead of changes. This holistic view supports ongoing strategy refinement across channels. Geosaur combines prompt-level visibility with source transparency to empower teams to maintain brand presence as AI-powered search reshapes discovery.

Business Analytics Data Science & Analytics SaaS

5. Scribbler

Scribbler is an innovative online JavaScript notebook, compiler, and editor that empowers developers, students, and educators to write, execute, and collaborate on code seamlessly in the browser. It eliminates the need for local setups, offering an interactive environment ideal for learning, prototyping, data science, and web development projects. Key features include: - **Online JavaScript Compiler**: Instantly compile and run JavaScript code without installations, supporting quick testing and experimentation. - **Interactive Coding Environment**: Provides a notebook-style interface for mixing code, outputs, and visualizations, perfect for data science and scientific computing. - **Real-time Collaboration**: Enables multiple users to edit and share code simultaneously, fostering team-based development and educational sessions. - **Code Sharing Capabilities**: Easily export or share notebooks for feedback, tutorials, or portfolio building. - **User-Friendly Interface**: Designed for beginners and pros alike, with mobile support for coding on the go. Ultimately, Scribbler transforms JavaScript coding into a collaborative, accessible experience that accelerates learning and innovation without barriers.

Data Science & Analytics Developer Tools Web Development

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