Matplotlib
Pandas
NumPy
Seaborn
D3.js
Plotly
GnuPlot
Jupyter
PixScript
Descript
Captioner.io
Otter.ai
GetTheScript
HappyScribe
Kapwing
Sonix.ai
PixScript turns video and audio into text. Paste a YouTube, TikTok, or Instagram Reels URL and get a timestamped transcript in seconds. Upload MP3 or MP4 files for podcast transcription. Works with full-length YouTube videos, not just short-form clips.
Export transcripts as SRT subtitles for Premiere Pro, DaVinci Resolve, or CapCut. Download VTT for web video players, PDF for sharing, or plain text. AI can summarize the transcript, rewrite it into a blog post or social caption, and translate it into 50+ languages.
Other things it does: HD video download without watermarks, cover image download, transcript history with folders, and bulk URL processing (paste up to 100 URLs at once on Business).
Most transcription tools only support one platform, or skip subtitle export entirely. PixScript covers YouTube, TikTok, and Instagram Reels from one interface, with SRT/VTT export that competitors like Tokscript don't offer.
Matplotlib
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PixScript's answer:
Next.js, Vercel, AI speech-to-text models for transcription.
PixScript's answer:
It covers YouTube, TikTok, and Instagram Reels from one tool as most competitors only handle one platform. And it exports SRT/VTT subtitle files, which tools like Tokscript don't offer at all. You also get timestamps on every plan, including the free tier.
PixScript's answer:
Tokscript only does plain text, no subtitle export. Otter.ai is built for meetings, not video URLs. Descript costs $24/month and requires uploading files manually. PixScript handles all three major video platforms via URL, exports SRT subtitles ready for any video editor, and starts at $9/month. The free tier gives you 10 transcripts a month.
PixScript's answer:
Content creators who repurpose video into blog posts and social captions. Video editors who need SRT subtitle files. Students who want text from lecture videos. Podcasters turning episodes into show notes. Basically anyone who needs text from video or audio without typing it out.
PixScript's answer:
I kept watching long YouTube videos just to grab a single quote or find a specific part someone mentioned. Copying from YouTube auto-captions was messy, and there was no easy way to export them as subtitle files.
So I built a tool that takes any video URL and gives you clean, timestamped text you can actually use.
Based on our record, Matplotlib seems to be more popular. It has been mentiond 114 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
In February, an AI agent named MJ Rathbun submitted a pull request to matplotlib โ the Python plotting library used by half the scientific computing world. Scott Shambaugh, a volunteer maintainer, rejected it. Standard code review. Nothing unusual. - Source: dev.to / 5 months ago
Numbers are useful, but sometimes itโs easier to spot patterns when you can actually see your data. Pandas works seamlessly with Matplotlib, a popular Python library for creating visualizations. Together, they make it easy to turn raw numbers into clear charts. - Source: dev.to / 8 months ago
We are storing the results in JSON files, which we combine, analyze and visualize using matplotlib in Python. Here's the structure of a benchmark result file:. - Source: dev.to / 9 months ago
NetworkX and Matplotlib were used to visualize the graph structure of the agent. - Source: dev.to / 10 months ago
The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages Familiarity with Python as a language is assumed; if you need a quick introduction to the language itself, see the free companion project, Aโฆ. - Source: dev.to / 11 months ago
Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
Descript - Text-based audio editor and automated transcription
NumPy - NumPy is the fundamental package for scientific computing with Python
Captioner.io - Captioner is an AI subtitle generator and editor for your videos. Add accurate subtitles to your videos and save hours of work. Upload your videos and edit right on your browser.
Seaborn - Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.
Otter.ai - Your AI meeting assistant that takes live notes and generates summaries and other insights using Meeting GenAI.