plotly/dash
Data Apps & Dashboards for Python. No JavaScript Required.
What it does
Dash is a free, open-source tool that lets data scientists and analysts build interactive web applications and dashboards using only Python, without needing to know how to build websites. Think of it as a way to turn a data analysis into a polished, shareable web app with charts, dropdowns, and sliders — all without hiring a separate web developer.
Why it matters for PMs
With over 24,000 stars and widespread adoption across finance, biotech, and data science, Dash represents a massive shift in how quickly teams can go from data insight to a working product that stakeholders can actually interact with. For product and business leaders, this means faster internal tools, cheaper prototyping, and the ability for data teams to ship customer-facing analytics features without needing a full engineering team.
Early stage — limited signal data
Score updated Feb 18, 2026
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