
Pandas
NumPy
Seaborn
D3.js
Plotly
GnuPlot
Jupyter
matplotlib is a python 2D plotting library which produces publication quality figures in a variety...

RepairDesk
RepairShopr
FixyFlow
RepairQ
Fixitize
Agiliron
Computer Repair Shop Software
Track repair tickets and automatically notify customers when jobs are ready. Lightweight software for repair shops without the enterprise price tag.

Which is more popular?
Based on our record, Matplotlib seems to be more popular. It has been mentioned 114 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | matplotlib.org | shelvdon.com |
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| Platforms | — | |
| Company | — | Startup from Canada · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Matplotlib yet.
Product Overview Shelvdon provides workflow management for service businesses handling customer-owned items for repair and pickup—including tailoring, device repair, leather restoration, and watch servicing. Designed as an affordable, lightweight alternative to complex enterprise software, it...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of Shelvdon yet.
Walkthroughs and reviews on video.
Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Matplotlib and Shelvdon.
Shelvdon's answer:
Shelvdon is built for small-to-midsize storefronts—such as tailors, electronics repair shops, leather restorers, and watchmakers—that handle physical intake at a counter and store items for pickup. It's designed specifically for owners and staff who want to replace messy paper tags or spreadsheets without paying for or migrating to a complex, full-suite POS system.
Shelvdon's answer:
Shelvdon focuses strictly on ticket speed, backroom shelf tracking, and automated pickup notifications rather than forcing you to replace your existing POS or accounting software. Instead of complex enterprise bloat, it provides a browser-based, plug-and-play system that maps items directly to physical racks, sends automated SMS completion alerts with secure pickup PINs, and automatically follows up on day 7 and 14 to clear abandoned items from your shelves—all set up in under five minutes.
Shelvdon's answer:
Unlike enterprise platforms (e.g., RepairDesk, RepairShopr) that push you to replace your entire POS, accounting, and register system, Shelvdon sits alongside your existing setup as a lightweight operational layer. It combines 30-second ticket intake, 2D physical rack/shelf mapping, and automated SMS pickup reminders with 4-digit PIN verification—letting counter staff check in items and clear backroom space without a learning curve or lengthy migration.
Shelvdon's answer:
Shelvdon was born on the shop floor. While working part-time at a local Canadian shoe repair shop, I faced the daily friction of an analog workflow: paper receipts stuffed into boots, chaotic spreadsheets, and time spent playing phone tag with customers using manual voicemails.
The tipping point came when over 20 pairs of repaired, uncollected shoes sat gathering dust on backroom shelves for months—taking up high-value real estate simply because follow-ups were too tedious to track manually.
Existing repair software was far too bloated and forced full POS replacements, while DIY Zapier hacks proved unreliable. Shelvdon was built out of pure necessity: a fast, edge-first solution designed to map orders directly to physical shelf locations and automate transactional SMS follow-ups, giving shop owners their time and backroom space back.
Shelvdon's answer:
Shelvdon is built on a high-performance, edge-first architecture using Astro and SolidJS for fast, reactive UI, styled with Tailwind CSS, and written in strict TypeScript. The entire platform runs serverlessly on Cloudflare Workers and Pages, providing sub-millisecond load times and maximum reliability on any web browser.
Shelvdon's answer:
Share your experience with using Matplotlib and Shelvdon. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Matplotlib is a widely used tool for data visualization in Python. It provides an object-oriented API for embedding plots into applications.
You can use this library for multiple purposes such as generating plots, bar charts, histograms, power spectra, stemplots, pie charts, and more. The best thing about Matplotlib is you just have to write a few lines of...
Matplotlib is an open source Python plotting library that's used to read, import and visualize data in analytics applications. Data scientists and other users can create static, animated and interactive data...
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Recommendations tracked on public social media and blogs since March 2021.


In February, an AI agent named MJ Rathbun submitted a pull request to matplotlib — the Python plotting library used by half the scientific computing world. Scott Shambaugh, a volunteer maintainer, rejected it. Standard code review.... - Source: dev.to / 7 months ago
Numbers are useful, but sometimes it’s 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... - Source: dev.to / 10 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 / 11 months ago
Tracking Shelvdon since Jul 2026.
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