Software Alternatives, Accelerators & Startups

Pandas VS PrestaShop

Compare Pandas VS PrestaShop 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.

PrestaShop logo PrestaShop

Create your online store with PrestaShop's free shopping cart software. Build an ecommerce website for free and start selling online with hundreds of powerful features.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • PrestaShop Landing page
    Landing page //
    2023-07-11

PrestaShop

$ Details
-
Release Date
2007 January
Startup details
Country
France
City
Paris
Founder(s)
Bruno Leveque
Employees
100 - 249

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.

PrestaShop features and specs

  • Open Source
    PrestaShop is open-source, which means you have access to the source code and can customize your store extensively to suit your needs.
  • Customization
    With over 5,000 modules and themes available, PrestaShop offers significant customization options to tailor your online store.
  • Multilingual Support
    PrestaShop supports multiple languages and currencies, making it easier to operate in global markets and cater to a diverse customer base.
  • SEO Friendly
    Built-in SEO features help improve your search engine ranking, which can lead to increased visibility and traffic for your online store.
  • Strong Community
    A large, active community of developers and users can provide support, share tips, and offer solutions to common issues.

Possible disadvantages of PrestaShop

  • Complex Setup
    Setting up and customizing PrestaShop can be complex and may require technical expertise, which might be challenging for beginners.
  • Hosting Costs
    As a self-hosted solution, you are responsible for your hosting needs, which can add to the overall operating cost of your online store.
  • Update Dependency
    Each update of PrestaShop may cause compatibility issues with existing modules and themes, requiring additional work to resolve.
  • Limited Official Support
    While the community support is robust, official customer service options are limited and may require purchasing a support plan.
  • Performance Issues
    Large stores with many products and high traffic volumes might experience performance issues without proper optimization and server resources.

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

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

PrestaShop videos

Why Is PrestaShop Platform the Best Choice for e-Commerce Websites?

More videos:

  • Review - WooCommerce vs Prestashop vs Shopify vs Wix vs Amazon vs eBay vs Etsy vs AliExpress in 2019
  • Review - Magento vs PrestaShop: What eCommerce CMS is The Best For Your Store?

Category Popularity

0-100% (relative to Pandas and PrestaShop)
Data Science And Machine Learning
eCommerce
0 0%
100% 100
Data Science Tools
100 100%
0% 0
eCommerce Platform
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 PrestaShop

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

PrestaShop Reviews

Top 10 Shopify Alternatives for Ecommerce in 2024
In the digital marketplace, being seen is as important as being good. Platforms like BigCommerce and Magento Open Source offer powerful SEO features and marketing integration capabilities that can propel a business to the top of search results. PrestaShop and Shift4Shop provide a range of promotional tools to help businesses capture and retain customers. For those looking to...
Source: www.attrac.io
PrestaShop alternatives in 2024
And you don’t have to make the switch alone. E-commerce platforms like PrestaShop help business owners achieve success online, regardless of industry or business size. With PrestaShop, you can customize your online shop to match your company brand; track and manage all orders, payments, and data; and create marketing campaigns to grow and scale — all from one powerful,...
Source: www.jotform.com
Shopify Self-Hosted Alternatives for Your E-Commerce Success
PrestaShop is a popular and feature-rich open-source e-commerce platform that empowers businesses to create and manage online stores. Launched in 2007, it has become one of the leading e-commerce solutions globally, offering a wide range of features and customization options. PrestaShop is a versatile and reliable e-commerce platform suitable for businesses of various sizes.
Source: cyberpanel.net
10 Best Shopify Alternatives in 2022
PrestaShop has many features that Shopify doesn't, such as custom themes and extensions. Plus, it supports multiple payment gateways including Paypal Express Checkout (PE), Stripe and GoCardless (GC).
Source: qpe.co.in
LemonStand Closed: Which Are The Best Alternatives For Ecommerce?
However, there is a downside to its price: you will have to do all of the heavy lifting required to get your store online, from setting up your hosting, installing the software onto your web server, and designing and building your store’s front end. However, if time and effort are more abundant resources for you than money, PrestaShop is worth your consideration.
Source: digital.com

Social recommendations and mentions

Based on our record, Pandas seems to be a lot more popular than PrestaShop. While we know about 219 links to Pandas, we've tracked only 3 mentions of PrestaShop. 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 / 26 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 / about 1 month 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 / about 2 months 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 / 4 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 / 9 months ago
View more

PrestaShop mentions (3)

  • How MySQL Tuning Can Improve PrestaShop Performance
    PrestaShop is a specialized, free, and open-source e-commerce platform developed in PHP, aimed at providing businesses, from startups to large enterprises, with the infrastructure to launch, manage, and scale their online stores. - Source: dev.to / 11 months ago
  • Ask HN: Is there an e-commerce platform that doesn't suck?
    Have you heard of / tried “prestashop”[1]? I deployed it once for an acquaintance (my domain of expertise is not in e-commerce at all) and was pleasantly surprised by how feature-full, flexible and easy to use (for the store manager) [1] https://prestashop.com/. - Source: Hacker News / almost 2 years ago
  • E-commerce site suggestions for 5-10 products.
    Maybe open source solutions like https://www.opencart.com/ or https://prestashop.com/ ? Source: almost 2 years ago

What are some alternatives?

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

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

WooCommerce - A freely available eCommerce plugin that enables shop facilities on your WordPress website. Functionality enabling extensions & beautiful themes available.

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

Shopify - Shopify is a powerful ecommerce platform that includes everything you need to create an online store and sell online. Try it free for 14 days.

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

Magento - Magento is the eCommerce software and platform trusted by the world's leading brands. Grow your online business with Magento.