Software Alternatives, Accelerators & Startups

Matplotlib VS Later

Compare Matplotlib VS Later and see what are their differences

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Matplotlib logo Matplotlib

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

Later logo Later

Schedule and manage your Instagram posts
  • Matplotlib Landing page
    Landing page //
    2023-06-14
  • Later Landing page
    Landing page //
    2024-08-27

Matplotlib features and specs

  • 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 of Matplotlib

  • 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.

Later features and specs

  • User-Friendly Interface
    Later offers an intuitive, drag-and-drop calendar interface that makes scheduling posts straightforward and visually organized.
  • Visual Content Management
    The platform excels in visual content management, allowing users to preview their Instagram grid and ensure consistency in aesthetics.
  • Multi-Platform Support
    Later supports scheduling for multiple social media platforms including Instagram, Facebook, Twitter, and Pinterest, consolidating social media management.
  • Auto-Publish Feature
    Later offers an auto-publish feature for Instagram, eliminating the need for manual posting and saving time for users.
  • Hashtag Suggestions
    The tool provides hashtag suggestions and analytics to help improve post reach and engagement.
  • Bulk Scheduling
    Users can schedule multiple posts at once, making it easier to manage content in advance and maintain a consistent posting schedule.

Possible disadvantages of Later

  • Limited Free Plan
    The free plan on Later has restrictions on the number of posts that can be scheduled per month, which may be insufficient for active users.
  • Limited Features for Analytics
    While Later provides basic analytics, it lacks the depth and advanced analytics features that some other social media management tools offer.
  • No LinkedIn Integration
    Later does not currently support scheduling for LinkedIn, which may be a drawback for businesses focusing on this platform.
  • Manual Pinterest Pinning
    Pinterest posts require manual pinning, which can be less convenient compared to auto-publishing features available for other platforms.
  • Mobile App Limitations
    The mobile app version of Later has more limited functionality compared to the desktop version, potentially hindering on-the-go management.
  • Pricing
    The higher tiers of Later's pricing plans can be expensive for small businesses or individual users, especially when compared to competitors with similar features.

Analysis of Matplotlib

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.

Analysis of Later

Overall verdict

  • Later is considered a strong option for individuals and businesses looking for a comprehensive and visually-oriented social media scheduling tool. Its strengths lie in its ease of use, visual content planning features, and support for various platforms, making it suitable for both casual users and marketing professionals.

Why this product is good

  • Later (later.com) is a well-regarded social media management tool particularly noted for its user-friendly interface and visual approach to planning and scheduling social media posts. It supports a wide range of platforms including Instagram, Facebook, Twitter, Pinterest, TikTok, and LinkedIn. Users appreciate its drag-and-drop calendar, built-in analytics, and the ability to preview social media feeds before they go live. Additionally, Later offers a media library for storing and organizing visual content, and features like hashtag suggestions and labeled posts enhance the user experience.

Recommended for

    Later is recommended for social media managers, small business owners, content creators, influencers, and marketers who need an efficient way to organize and schedule their social media content. It is especially beneficial for those who value visual content and seek a tool that simplifies the planning process while offering insightful analytics.

Matplotlib videos

Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial

Later videos

No Later videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Matplotlib and Later)
Data Science And Machine Learning
Social Media Tools
0 0%
100% 100
Technical Computing
100 100%
0% 0
Social Media Marketing
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Matplotlib and Later

Matplotlib Reviews

25 Python Frameworks to Master
Matplotlib is a widely used tool for data visualization in Python. It provides an object-oriented API for embedding plots into applications.
Source: kinsta.com
5 Best Python Libraries For Data Visualization in 2023
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 code and it handles the rest by itself. Metaplotilib focuses on static images for publication along with interactive figures using toolkits like Qt and GTK.
15 data science tools to consider using in 2021
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 visualizations with Matplotlib, using it in Python scripts, the Python and IPython shells, Jupyter Notebook, web application servers and various GUI toolkits.
Top Python Libraries For Image Processing In 2021
Matplotlib is primarily used for 2D visualizations such as scatter plots, bar graphs, histograms, and many more, but we can also use it for image processing. It is effective to get information out of an image. It doesnโ€™t support all file formats.
Top 8 Python Libraries for Data Visualization
Matplotlib is a data visualization library and 2-D plotting library of Python It was initially released in 2003 and it is the most popular and widely-used plotting library in the Python community. It comes with an interactive environment across multiple platforms. Matplotlib can be used in Python scripts, the Python and IPython shells, the Jupyter notebook, web application...

Later Reviews

7 Best Pinterest Pin Generators in 2026 (AI + Free Options)
It depends on the tool. Tailwind and Later connect directly to your Pinterest account and can post on your behalf. PinsMachine takes a different approach, it exports a CSV that you upload through Pinterestโ€™s official bulk upload interface. Both methods work well. Direct posting is more hands-off. CSV upload gives you a final review step before anything goes live, which many...
Source: techinkers.com
10 alternatives to Buffer for auto-posting
Later is a popular choice for creators and brands who prefer visual planning and a clean content workflow.
Source: postoria.io
15 best Agorapulse alternatives for agencies and marketers
One of its standout features is Linkin.bio, a tool that transforms your Instagram posts into clickable links, turning your profile into a mini-website to drive traffic and track clicks. This feature, combined with its robust analytics and hashtag suggestions, makes Later a powerful tool for brands looking to optimize their visual strategy.
10 Alternative Tools That Surpass AgoraPulse
Beginner Friendly: Later provides in-depth webinars, training, and certifications to teach users how to use the platform. No second guessing or confusion for any new users.
Source: coschedule.com
9 Linktree Alternatives & A Free DIY Instagram Bio Method
Create a fully customizable link in bio web page that will drive traffic from Instagram and TikTok. You can also track clicks and see how many people are visiting your page. Get started away with Later's always-free plan.

Social recommendations and mentions

Based on our record, Matplotlib should be more popular than Later. 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.

Matplotlib mentions (114)

  • The soul file
    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 / 4 months ago
  • How to Analyze CSV Files with Python and Pandas
    Numbers are useful, but sometimes itโ€™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 numbers into clear charts. - Source: dev.to / 7 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 / 8 months ago
  • Building an AI Scoring Agent: Step-By-Step
    NetworkX and Matplotlib were used to visualize the graph structure of the agent. - Source: dev.to / 9 months ago
  • Top 5 GitHub Repositories for Data Science in 2026
    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, Aโ€ฆ. - Source: dev.to / 10 months ago
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Later mentions (20)

  • My Startup Life: Dream Come True or Lessons Learned?
    Promo Hustle. Yeah, building is just half the battle. Getting the word out? That's the real grind. Used a mix of organic strategies and tools to amplify the buzz. Visuals? Canva was my BFF. But when it came to streamlining my social media game, I leaned on Boost App Social for content and Later for timing it right. Key takeaway? Know where your audience hangs out and show up there. Source: over 2 years ago
  • Trying to connect my instagram account but I'm getting an error message about my off meta services
    I'm trying to turn on my "off-meta services" on my instagram account because I'm trying to connect my business account to later.com. Source: almost 3 years ago
  • Unlock Your Success With Content Pillars for Instagram
    Later: Later is a social media scheduling platform designed specifically for managing content pillars on Instagram. With its scheduling capabilities, performance analytics, and account engagement tools, Later facilitates the creation of a consistent and engaging presence on the platform. Source: about 3 years ago
  • How would you respond to someone who didnโ€™t respond for 2 days?
    Also, consider whether her social media post could have been pre-scheduled in order to maintain her business account's engagement. Source: over 3 years ago
  • Official Question Thread! Ask /r/photography anything you want to know about photography or cameras! Don't be shy! Newbies welcome!
    Been looking into socialbee.io and https://later.com/. Source: almost 4 years ago
View more

What are some alternatives?

When comparing Matplotlib and Later, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Buffer - Buffer makes it super easy to share any page you're reading. Keep your Buffer topped up and we automagically share them for you through the day.

NumPy - NumPy is the fundamental package for scientific computing with Python

Hootsuite - Enhance your social media management with Hootsuite, the leading social media dashboard. Manage multiple networks and profiles and measure your campaign results.

Seaborn - Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.

SproutSocial - Sprout Social is a social media management tool created to help businesses find new customers & grow their social media presence. Try it for free.