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

Snug Safety
Kitestring
Beacon Safe
I’m Still Okay
CheckIn More
bsafe
Dooinwell
Daily check-in app for people living alone, solo travellers and lone workers. One tap keeps your circle informed. No app needed on their end. Free to start.
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 | tapokie.com |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from the United Kingdom · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Matplotlib yet.
TapOkie A Gentle Way to Say, “I’m OK” TapOkie is a calm daily safety check-in app designed for people who live alone, travel frequently, work late, or simply want an easy way to reassure loved ones they are safe. Instead of constant location tracking or panic-focused safety apps, TapOkie keeps...
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
Overall verdict
Why this product is good
Recommended for
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 TapOkie.
TapOkie's answer:
TapOkie is currently focused on growing its consumer user base and has not publicly listed major enterprise customers yet.
TapOkie's answer:
TapOkie was created around a simple human need: letting loved ones know you are safe without needing constant messages or calls. Many existing safety apps felt overly emergency-focused or invasive, so TapOkie was designed to offer a calmer and more respectful alternative. The idea was to create a gentle daily habit that quietly brings peace of mind to both users and their trusted contacts.
TapOkie's answer:
TapOkie is designed for people who live alone, elderly parents, solo travelers, students living abroad, remote workers, night shift workers, and families who want a simple way to stay reassured about loved ones’ safety. It is especially useful for users who want lightweight personal safety without intrusive tracking.
TapOkie's answer:
Many safety apps focus heavily on emergencies, constant surveillance, or complicated monitoring systems. TapOkie takes a gentler approach with simple recurring check-ins, flexible schedules, trusted contact alerts, and a calm user experience. It is ideal for people who want peace of mind without feeling watched all the time.
TapOkie's answer:
TapOkie focuses on calm daily safety check-ins instead of panic buttons or invasive live tracking. The app is designed to feel lightweight, reassuring, and human. Users simply confirm they are OK through scheduled check-ins, and trusted contacts are only notified if something is missed. The experience is intentionally privacy focused and built to reduce anxiety rather than create it.
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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 / 8 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 / 11 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 TapOkie since May 2026.
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NumPy is the fundamental package for scientific computing with Python
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Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.
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Miss a check-in and we alert your emergency contacts by SMS, email, and voice — even when your phone is off.
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