
Screaming Frog SEO Spider
SEMRush
Ahrefs
Moz
SEOmator
Lumar
SiteGuru
A desktop tool for fast and comprehensive technical audit of the entire website.

Pandas
NumPy
Seaborn
D3.js
Plotly
GnuPlot
Jupyter
matplotlib is a python 2D plotting library which produces publication quality figures in a variety...
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 | netpeaksoftware.com | matplotlib.org |
| Pricing | — | |
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What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
This tool is recommended for digital marketing professionals, SEO specialists, webmasters, and agencies who require an in-depth understanding of their website's technical SEO health and want to efficiently manage and improve their site's performance in search engine rankings.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
Netpeak Spider Review by Adrian Nikolov, Head of SEO at LuckyLabz
More videos
Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Netpeak Spider and Matplotlib. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


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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...
Recommendations tracked on public social media and blogs since March 2021.


Tracking Netpeak Spider since Mar 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
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The Screaming Frog SEO Spider is a small desktop program (PC or Mac) which crawls websites’ links...
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Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
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All-in-one Marketing Toolkit for digital marketing professionals.
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NumPy is the fundamental package for scientific computing with Python
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Ahrefs is a toolset for SEO and marketing. We have tools for backlink research, organic traffic research, keyword research, content marketing & more. Give Ahrefs a try!
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Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.
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