Python libraries are bundles of codes that can be used repeatedly without writing them from scratch every time.
The inbuilt Python module contains more than 200 libraries to help you build your own business. But, not all of them are useful for e-commerce or analytics.
Fear not, we’ve listed the best 10 Python libraries that will help you build a more functional e-commerce store.
Best top 10 python Libraries for E-Commerce
1. Saleor and E-Commerce
Saleor is a full-fledged e-commerce platform built in Poland and the United States.
It describes its product as dynamic, ultra-fast, and personalized.
And as the platform is headless and open-source, you’d find it easier to use and customize than coding from scratch.
Using a headless e-commerce platform makes it easier to list your products, handle shipping, and manage the customers, as the feature lets you use any front end technologies with it.
2. Oscar for E-Commerce Tub Business
While the Oscar Python library seems like a great solution for B2B, it can be quite effective for B2C e-commerce for having product listing, wishlist, dashboard, and search functions.
With ERP integration, it’s easier to integrate Oscar with other existing platforms of yours.
This e-commerce platform focuses mainly on customizability and extensive product listing capabilities.
This is ideal for listing products that have a lot of variations, such as freestanding tubs. The way it works is that it relies on an architecture that provides abstract models that you can use as a base to design your domain.
As such, you don’t need to repeatedly start from scratch when listing a vintage freestanding tub, a rustic tub, and a clawfoot tub.
You already have a template that needs minimal changes so you can finish an extensive product listing in no time.
3. Shuup for No-Coding Tub Marketplace
A multi-vendor marketplace should thrive on product enlistment.
Shuup Python library is a customizable, headless, true multi-vendor marketplace software that helps you create e-commerce sites like Amazon and eBay.
You can also enlist digital downloads and services as offerings through Shuup in addition to your products.
Shuup being open-source and headless, your customization capabilities are only limited by your imagination. A headless system is what lets you integrate the platform with any other front end solutions for your e-commerce website.
As artificial intelligence capabilities are storming the e-commerce market in 2022, Shuup also supports AI capabilities for customer personalization, search results, and smart product enlistment.
4. Shopify Python APIs for Simple Tub Businesses
Shopify might be the most popular CRM platform available for e-commerce businesses.
Python API libraries within Shopify lets you access admin-level data to streamline product enlistment, customer management, and shipping.
For e-commerce businesses that already have Shopify stores, Python libraries can enrich the experience even more.
5. WooCommerce Python API
Woocommerce is a WordPress plugin that is available for free to its users.
But some premium features are only available for paid members.
WooCommerce Python APIs help developers access and edit data available on WooCommerce stores.
Fundamentally being the same as Shopify APIs, you can leverage WooCommerce Python APIs into managing product enlistments, shipping, inventory, and customers.
6. Pandas – Tub Data Analysis
Most of the Python libraries mentioned here handle the job of a basic e-commerce store just fine.
But, if you need something that goes beyond designing a dashboard and managing shipping–like custom reports, Pandas Python library is the way to go.
For example, you have an e-commerce domain that sells bathroom accessories like tubs in accordance with having a mobile app.
It’d be tough for you to manage the product and sales data from both of the platforms parallelly. Pandas help you solve that.
Pandas make use of CSV files to strip away irrelevant data from thousands of entries, and with Matplotlib, you can also visualize data.
7. Numerical Analysis with NumPy
NumPy is one of the fundamental libraries that most of the mathematical analytical tools use underneath their program.
Even Pandas. As it’s easier to learn and can be used for any mathematical analysis, e-commerces have their way of using it.
Numpy Library doesn’t use loops in Python. Instead of that, they used the loops in C and used that in their Python code. For this reason, NumPy can be relatively faster when analyzing your monthly sales and usage pattern from different platforms.
8. A/B Testing with Google Optimize for Tubs
A/B testing lets websites show different segments of content to customers and analyze the outcomes.
Google Optimize is a Django-based Python application that helps developers create server-side A/B testing instances.
Google Optimize and A/B testing is most important for e-commerce because the effective content segments directly relate to increased sales.
Django-SHOP is a Python library that helps e-commerce websites program cart modifiers, manage shipping workflows, and streamline product listing.
The extensive product database capabilities that Django-SHOP offers are almost unparalleled in this domain.
10. Shopping Cart for Tubs with Cartridge
Product enlistment, customization, and their integration with shopping carts have always been a nuisance for the developers.
The BSD licensed Django based framework tool Cartridge was built specifically for that purpose.
Cartridge is also the simplest of the frameworks mentioned here but that isn’t synonymous with less useful, as it lets you implement sale pricing and anonymous checkouts from the platform itself.
There are hundreds of Python libraries available for e-commerce platforms that can help you build a more functional e-commerce store.
But not all of them are worthy of your resources.
The libraries mentioned here are the most popular and effective of them all.
Try it all, but choose the ones that make the most sense to you and your business.