Software Alternatives, Accelerators & Startups

Pandas VS Canva

Compare Pandas VS Canva and see what are their differences

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Pandas logo Pandas

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

Canva logo Canva

Canva is a graphic-design platform with a drag-and-drop interface to create print or visual content while providing templates, images, and fonts. Canva makes graphic design more straightforward and accessible regardless of skill level.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • Canva Landing page
    Landing page //
    2023-01-10

Canva is a web-based design platform allowing users to quickly and easily create stunning visuals. With various templates and tools, businesses can create professional designs for social media posts, presentations, flyers, and more. Canva also allows users to save templates and collaborate with other designers, making it great for teams working together on projects. Not only is Canva easy to use, but it is also affordable, making it an excellent option for businesses on a budget. Use Canva Teams to connect with your team members and work on a project from different locations, making tracking progress and managing deadlines easy. You can also upload and store files, assign tasks, and communicate with each other in one centralized place. With Canva Teams, you can quickly and easily create stunning visually pleasing visuals that effectively communicate the project's message.

Canva

Website
canva.com
$ Details
freemium $12.99 / Monthly (Pro)
Release Date
2013 August
Startup details
Country
Australia
City
Sydney
Founder(s)
Mel Perkins, Cliff Obrecht, Cameron Adams
Employees
2,000 - 4,999

Pandas features and specs

  • Data Wrangling
    Pandas offers robust tools for manipulating, cleaning, and transforming data, making it easier to prepare data for analysis.
  • Flexible Data Structures
    Pandas provides two primary data structures: Series and DataFrame, which are flexible and offer powerful capabilities for handling various types of datasets.
  • Integration with Other Libraries
    Pandas integrates seamlessly with other Python libraries such as NumPy, Matplotlib, and SciPy, facilitating comprehensive data analysis workflows.
  • Performance with Data Size
    For data sizes that fit into memory, Pandas performs excellently with operations and computations being highly optimized.
  • Rich Feature Set
    Pandas provides a wide array of functionalities, including but not limited to group-by operations, merging and joining data sets, time-series functionality, and input/output tools.
  • Community and Documentation
    Pandas has a strong community and extensive documentation, offering a wealth of tutorials, examples, and support for new and experienced users alike.

Possible disadvantages of Pandas

  • Memory Consumption
    Pandas can become memory inefficient with very large datasets because it relies heavily on in-memory operations.
  • Single-threaded
    Many Pandas operations are single-threaded, which can lead to performance bottlenecks when handling very large datasets.
  • Steep Learning Curve
    For users who are new to data analysis or Pandas, there can be a steep learning curve due to its extensive capabilities and complex syntax at times.
  • Less Suitable for Real-time Analytics
    Pandas is not designed for real-time analytics and is better suited for batch processing due to its in-memory operations and single-threaded nature.
  • Error Handling
    Error messages in Pandas can sometimes be cryptic and hard to interpret, making debugging a challenge for users.

Canva features and specs

  • Document Creation
    Writing AI
  • Custom Prints
    Over 30 products to pick from
  • Presentations
    magic shortcuts, animations, recording
  • Websites
    Performance Tracking
  • Video Editor
    One-click video background remover, animations
  • Social Media Content Creation
    Resizing options, content planner
  • Whiteboards
    Flowcharts, planning, and brainstorming
  • HEIC to JPG Converter
    Convert HEIC to JPG to easily share images on any platform or device using Canva's HEIC to JPG converter
  • PDF to JPG Converter
    Convert PDF to JPG to easily share images on any platform or device using Canva's PDF to JPG Converter

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

  • Review - Ozzy Man Reviews: PANDAS Part 2
  • Review - Trash Pandas Review with Sam Healey

Canva videos

Canva Review

More videos:

  • Review - Canva Pro | 7 Reasons To Upgrade To Canva Pro

Category Popularity

0-100% (relative to Pandas and Canva)
Data Science And Machine Learning
Design Tools
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Graphic Design Software
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 Pandas and Canva

Pandas Reviews

25 Python Frameworks to Master
Pandas is a powerful and flexible open-source library used to perform data analysis in Python. It provides high-performance data structures (i.e., the famous DataFrame) and data analysis tools that make it easy to work with structured data.
Source: kinsta.com
Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
When it comes to ETL, you can do almost anything with Pandas if you're willing to put in the time. Plus, pandas is extraordinarily easy to run. You can set up a simple script to load data from a Postgre table, transform and clean that data, and then write that data to another Postgre table.
Source: www.xplenty.com

Canva Reviews

  1. Yansiliang
    · Working at Xspiral ·
    Good

    good

  2. Abizer Izzy
    Best Blog Image Generator

    I consistently use Canva to create featured images for my blog. The free version itself is amazing.

    🏁 Competitors: DesignCap
    👍 Pros:    Free elements|Free templates|Easy logo creation
  3. Arshia Jabbar
    · Marketing intern at PITB Incubation Wing ·
    A app where you make your profile by your own

    User friendly app for beginners, also their features are easy to use, and they have fun features too. Also they have multiple templates whatever you make you have many options. Also they support beginners in start.

    🏁 Competitors: PicMonkey
    👍 Pros:    Variety of graphics|Advanced features
    👎 Cons:    Download music from deezer premium

12 Best Free PosterMyWall Alternatives and Competitors
Canva is a user-friendly tool that helps people create stunning, creative content without any hassle. It’s great for making social site images, posters, videos, websites, and much more. Whether you’re a beginner or a pro, Canva can boost your design skills.
Source: mockey.ai
Top 10 Best Animoto Alternatives For Stunning Video Creation
The graphic de­sign king offers more than images now. Canva provide­s video editing capabilities also. Add move­ment to social campaigns. A library of premade vide­o styles awaits within its interface. Making e­ye-catching videos is approachable for all skill le­vels through Canva.
Source: sharetool.net
Top 6 Alternatives to Animoto to Create Videos Online
Are there any Canva alternatives to make an amazing graphic design? Luckily, this post will provide you with the 5 best Canva alternatives. Read this post now!
The 13 Best Free PDF Editors (February 2024)
Unlike most free tools, Canva lets you fully edit text, and you don't need to sign up to do it. Click any text area to change what the text says and to adjust the font type, size, and color. You can also add hyperlinks to text and other objects, and special fonts are available to easily type out your signature.
10 Best AI Background Removers for Flawless Edits in 2023
Canva offers two primary pricing tiers. For the individual, Canva Pro is priced at $14.99 per month or $119.99 for a whole year. Should you need a platform for collaborative work, Canva caters to teams as well. It offers a team package at $29.99 per month - this price covers up to five team members. For an annual option, teams can avail it at $300 per year, good for the...
Source: picofme.io

Social recommendations and mentions

Canva might be a bit more popular than Pandas. We know about 226 links to it since March 2021 and only 219 links to Pandas. 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.

Pandas mentions (219)

  • Top Programming Languages for AI Development in 2025
    Libraries for data science and deep learning that are always changing. - Source: dev.to / 4 days ago
  • How to import sample data into a Python notebook on watsonx.ai and other questions…
    # Read the content of nda.txt Try: Import os, types Import pandas as pd From botocore.client import Config Import ibm_boto3 Def __iter__(self): return 0 # @hidden_cell # The following code accesses a file in your IBM Cloud Object Storage. It includes your credentials. # You might want to remove those credentials before you share the notebook. Cos_client = ibm_boto3.client(service_name='s3', ... - Source: dev.to / 20 days ago
  • How I Hacked Uber’s Hidden API to Download 4379 Rides
    As with any web scraping or data processing project, I had to write a fair amount of code to clean this up and shape it into a format I needed for further analysis. I used a combination of Pandas and regular expressions to clean it up (full code here). - Source: dev.to / 24 days ago
  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 3 months ago
  • Sample Super Store Analysis Using Python & Pandas
    This tutorial provides a concise and foundational guide to exploring a dataset, specifically the Sample SuperStore dataset. This dataset, which appears to originate from a fictional e-commerce or online marketplace company's annual sales data, serves as an excellent example for learning and how to work with real-world data. The dataset includes a variety of data types, which demonstrate the full range of... - Source: dev.to / 8 months ago
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Canva mentions (226)

  • Here's how to build a Canva like UI using Reactjs
    Chances are, you’ve used Canva — maybe to whip up a poster, design an Instagram story, or create something that just looks good without breaking being a professional designer. - Source: dev.to / 13 days ago
  • The Best 100 Free UI/UX Resources for Every Designer & Developer
    Canva Canva.com Drag-and-drop design platform with free templates for social media, presentations, and more. - Source: dev.to / about 2 months ago
  • CSS is Emotional: z-index and the Hierarchy of Needs
    Imagine shuffling papers on a desk. Even though the desk is flat, papers stack in layers—some on top, others below. That's exactly what z-index does on websites. If you're familiar with tools like Canva, PowerPoint, Photoshop, or Figma, you know this feature as "Send to Back" or more accurately, "Arrange" or "Position". - Source: dev.to / 4 months ago
  • My tech stack for startups in 2025
    I'm continuing to use Adobe's Creative Cloud. Photoshop, Illustrator, and Premiere Pro are tools that I already know my way around so I'm keeping those close. I know that many people love how quick and easy it is to get something done with tools like Canva or Figma. I think whatever you are comfortable with and enables you to move fast you should keep using. - Source: dev.to / 6 months ago
  • How I promoted my open source repo to 6k stars in 6 months
    Now, I’m not a designer, so for the promo images I just used Canva templates to create the promotional images in a style that seemed to fit. I think they came out good enough. What I was mostly going for was consistency. - Source: dev.to / 9 months ago
View more

What are some alternatives?

When comparing Pandas and Canva, you can also consider the following products

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

Piktochart - Piktochart for Business Storytelling

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

PicMonkey - PicMonkey is a feature-rich online photo editor that works right in your browser; no downloads...

OpenCV - OpenCV is the world's biggest computer vision library

Adobe Photoshop - Adobe Photoshop is a webtop application for editing images and photos online.