--- title: networkx Reviews meta_title: 'networkx Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 10 reviews by the users' company size, role or industry to find out how networkx works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 10 scale: '5' date_modified: '2026-09-22' parent_category: name: Development url: https://www.g2.com/categories/development ---

networkx Reviews & Product Details

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User Insights

Average based on 10 real user reviews.
Nguyen T.
NT
Nguyen T.
Academic Coach
Mid-Market (51-1000 emp.)
"Excellent toolset for data scientists working with graphs."
5/5
What do you like best about networkx?

A python package with pythonic apis. Integration with Pandas and GeoPandas. A plethora of built-in graph algorithms that are relatively fast implementations (not the best, but good enough for most non-production use cases) Review collected by and hosted on G2.com.

What do you dislike about networkx?

Nothing. I use NetworkX as a tool among many tools needed in a solution, so I do not expect it to be able to do everything. I'd like to see the library to focus on its strength: easy to start with and plenty of powerful graph-based algorithm available. Review collected by and hosted on G2.com.

德云 .
德
德云 .
Research Fellow
Enterprise (> 1000 emp.)
"Best Python package for network analysis"
4/5
What do you like best about networkx?

Best tutorial, very well-organized structure, and simplified coding language. Review collected by and hosted on G2.com.

What do you dislike about networkx?

The visualization results is not as pretty as Gephi or R packages such as igraph. It is also difficult to create beautiful dynamic networks. Review collected by and hosted on G2.com.

Aayush A.
AA
Aayush A.
AI,Deep Learning ,Data Science Instructor
Small-Business (50 or fewer emp.)
"Helped a lot working on Data structures for graphs, digraphs, and multigraphs"
4.5/5
What do you like best about networkx?

Many standard graph algorithms

Network structure and analysis measures

Well tested with over 90% code coverage Review collected by and hosted on G2.com.

What do you dislike about networkx?

This is a Python package. I use Java as well in different projects so I think it would be great if we can use it in Java as well. Review collected by and hosted on G2.com.

Pouria F.
PF
Pouria F.
Cloud Platform Developer
Mid-Market (51-1000 emp.)
"It was a fun and creative experience using networkx"
4/5
What do you like best about networkx?

It is easy to use, with straightforward functions and attributes. Review collected by and hosted on G2.com.

What do you dislike about networkx?

It is not functional with lots of nodes and edges. Review collected by and hosted on G2.com.

Verified User in Civic & Social Organization
CC
Verified User in Civic & Social Organization
Small-Business (50 or fewer emp.)
"Data and Analytics; I used NetworkX to create network graphs to social connections"
5/5
What do you like best about networkx?

I like the fact that I can customize my graph in any way I need and NetworkX can calculate all the degrees of closeness and nearness for me Review collected by and hosted on G2.com.

What do you dislike about networkx?

I usually use GEPHI to open NetworkX files and its so slow. Wish there was a NetworkX program to open it on Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Verified User in Computer Software
Small-Business (50 or fewer emp.)
"Great tool for prototyping graph solutions with python."
5/5
What do you like best about networkx?

supports a large set of graph algorithms and the APIs are easy to work with, and compatible with other python libraries. Review collected by and hosted on G2.com.

What do you dislike about networkx?

probably better to use other distributed libraries when you work with larger datasets or graphs. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Verified User in Computer Software
Small-Business (50 or fewer emp.)
"Create any Graph easily"
4.5/5
What do you like best about networkx?

It is very easy to use. Possible can find anything on the internet related to it. Review collected by and hosted on G2.com.

What do you dislike about networkx?

Networkx is a Python library, so when working with big data, it consumes a lot of memory. Review collected by and hosted on G2.com.

Verified User in Computer & Network Security
IC
Verified User in Computer & Network Security
Small-Business (50 or fewer emp.)
"It's been very helpful with all the support system"
4.5/5
What do you like best about networkx?

The visual aspects of it are so intuitive. Review collected by and hosted on G2.com.

What do you dislike about networkx?

The speed and correlation of maps would help a lot Review collected by and hosted on G2.com.

Verified User in Computer Software
IC
Verified User in Computer Software
Enterprise (> 1000 emp.)
"My Review"
4/5
What do you like best about networkx?

It has a lot of useful functions. More functions than snap.py library. Review collected by and hosted on G2.com.

What do you dislike about networkx?

There should be more functions to visualize the graphs. Review collected by and hosted on G2.com.

Verified User in Airlines/Aviation
UA
Verified User in Airlines/Aviation
Small-Business (50 or fewer emp.)
"Well structured classes"
4/5
What do you like best about networkx?

Methods' names are self-explanatory, intuitive Review collected by and hosted on G2.com.

What do you dislike about networkx?

Visualization capabilities. Integrate machine/deep learning capabilities Review collected by and hosted on G2.com.
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