Software Alternatives & Startups

Matplotlib VS Link Whisper

Compare Matplotlib VS Link Whisper and see what are their differences

Matplotlib

matplotlib is a python 2D plotting library which produces publication quality figures in a variety...

Rating
0 reviews
Pricing
Open source
Link Whisper

internal linking tool

Rating
0 reviews
Pricing
Freemium Free trial $77 / Annually (1 website)
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Matplotlib seems to be a lot more popular than Link Whisper. While we know about 114 links to Matplotlib, we've tracked only 3 mentions of Link Whisper.

social mentions
114 vs 3
Data Science And Machine Learning popularity
100% vs 0%
alternatives listed
240+ vs 149

Base details

Website, pricing, platforms and company facts side by side.

Matplotlib
Link Whisper
Website matplotlib.org linkwhisper.com
Pricing
Open source
Freemium Free trial $77 / Annually (1 website) Official pricing
Platforms —
Wordpress Shopify
Listed in

About Matplotlib and Link Whisper

In their own words, as submitted to SaaSHub.

Matplotlib
Link Whisper

No description of Matplotlib yet.

LinkWhisper is a professional internal linking tool for WordPress that helps websites automate internal link management. It makes adding and editing an internal link in WordPress simple, improving site structure, SEO, and overall website efficiency.

Read more about Link Whisper

Features and specs

What each product offers, as listed by its team.

Matplotlib 6 features
Link Whisper 5 features
  • Versatility
    Matplotlib can generate a wide variety of plots, ranging from simple line plots to complex 3D plots. This versatility makes it a go-to library for many scientific and technical visualizations.
  • Customization
    It offers extensive customization options for virtually every element of a plot, including colors, labels, line styles, and more, allowing users to tailor plots to meet specific needs.
  • Integrations
    Matplotlib integrates well with other Python libraries such as NumPy, Pandas, and SciPy, making it easier to plot data directly from these sources.
  • Community and Documentation
    It has a large, active community and comprehensive documentation that includes tutorials, examples, and detailed references, which can help users solve problems and improve their plot-making skills.
  • Interactivity
    Matplotlib supports interactive plots, which can be embedded in Jupyter notebooks and GUIs, allowing for dynamic data exploration and presentation.
  • Publication-Quality
    The library is capable of producing high-quality, publication-ready graphics that meet the stringent requirements of academic journals and professional presentations.

Possible disadvantages

  • Complexity
    While Matplotlib offers extensive customization, it can be complex and sometimes unintuitive for beginners, requiring a steep learning curve to master all its functionality.
  • Performance
    Rendering a large number of plots or handling very large datasets can be slow, making Matplotlib less suitable for real-time data visualization.
  • Modern Aesthetics
    Out-of-the-box plots from Matplotlib can look somewhat dated compared to those from newer plotting libraries like Seaborn or Plotly, requiring additional customization to achieve a modern look.
  • 3D Plots
    Although Matplotlib supports 3D plotting, its capabilities are relatively limited and less sophisticated compared to specialized 3D plotting libraries.
  • Size and Structure
    The package is relatively large and can be slow to import. Its extensive structure can make finding specific functions and understanding the overall architecture challenging.
  • Automatic Link Suggestions
    Link Whisper provides real-time automatic link suggestions while you are writing content, saving time and improving internal linking structure.
  • Detailed Link Reporting
    The tool offers comprehensive reports on your internal links, allowing you to identify weak areas and opportunities for improvement.
  • Smart Link Suggestions
    Utilizes artificial intelligence to suggest relevant internal links, ensuring more contextual links which can enhance SEO.
  • Bulk Linking
    Allows the creation and management of multiple internal links at once, streamlining the process for larger websites with extensive content.
  • Customizable Settings
    Provides options to fine-tune and customize link suggestions and settings to align with your SEO strategy and website goals.

Possible disadvantages

  • Limited External Linking Support
    Primarily focused on internal linking, which means it lacks advanced features for managing external backlinks.
  • Cost
    Requires a subscription, which can be a barrier for smaller websites or individual users with limited budgets.
  • Learning Curve
    New users might find it a bit overwhelming to set up and understand all features, requiring time to fully grasp its capabilities.
  • Performance Impact
    Depending on website hosting and setup, the plugin could potentially affect page load times or overall site performance.
  • Dependency on WordPress
    Designed specifically as a WordPress plugin, meaning it's not suitable for websites running on other platforms.

Analysis

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

Matplotlib
Link Whisper

Overall verdict

  • Yes, Matplotlib is a good library for data visualization, particularly for users who require a versatile and powerful plotting solution in Python.

Why this product is good

  • Matplotlib is highly regarded due to its extensive customization options, versatility in creating a wide range of static, animated, and interactive plots, and its large user community and support. It integrates well with other scientific libraries in Python, making it a staple for data visualization. The library is also open-source and frequently updated, ensuring it remains a reliable choice for users.

Recommended for

  • Data scientists and analysts needing to create detailed, customized visual representations of their data.
  • Researchers and engineers looking for a comprehensive plotting library that supports scientific and engineering formats.
  • Python developers who require integration with other scientific computing libraries like NumPy and Pandas.

No analysis of Link Whisper yet.

Videos

Walkthroughs and reviews on video.

Matplotlib 1 video + Add
Link Whisper 3 videos + Add

Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial

Link Whisper Review 2020 - Is It Worth Your Money?

More videos

  • - Link Whisper Review and Tutorial 2021 - Is it Worth it?
  • - LINK WHISPER Review & Tutorial - The best internal link building plugin for WordPress?

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Matplotlib
Link Whisper
0% 0%
100% 100%
100% 100%
0% 0%
0% 0%
SEO
100% 100%

User comments

Share your experience with using Matplotlib and Link Whisper. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Matplotlib no reviews yet
Link Whisper no reviews yet

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Social recommendations and mentions

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

Matplotlib 114 mentions
Link Whisper 3 mentions
  • The soul file
    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
  • How to Analyze CSV Files with Python and Pandas
    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
  • libmalloc, jemalloc, tcmalloc, mimalloc - Exploring Different Memory Allocators
    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

View more

  • Lacking Suggested Backlinks Plugin?
    If anyone has done any Website content building, you be familiar with a WordPress plug-in called "link Whisper" (https://linkwhisper.com/) that does a similar thing by suggesting new internal links to relevant older content to new... Source: over 3 years ago
  • Programmatic SEO, where to start?
    There are also tools to help you with internal linking (Link Whisper is one, https://linkwhisper.com). Source: about 4 years ago
  • Automated Interlinking Tool
    Seen https://linkwhisper.com mentioned a lot. Never used it. Source: over 5 years ago

Alternatives to Matplotlib and Link Whisper

When comparing Matplotlib and Link Whisper, you can also consider the following products.