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Neo4j Graph Data Science Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users find Neo4j GDS easy to use, facilitating smooth onboarding for both technical and non-technical staff. (8 mentions)
Users appreciate the wide variety of well-designed algorithms offered by Neo4j Graph Data Science for diverse use cases. (6 mentions)
Users value the effective problem-solving capabilities of Neo4j GDS, enhancing user recommendations and data analysis. (5 mentions)
Users benefit from the scalable graph algorithms of Neo4j Graph Data Science, enhancing their analytics capabilities significantly. (4 mentions)
Users value the support for popular machine learning problems in Neo4j Graph Data Science, enhancing user recommendations and analytics. (4 mentions)
Users note a significant learning curve in Neo4j Graph Data Science, which can lead to confusion for beginners. (5 mentions)
Users often face a significant learning curve with Neo4j Graph Data Science, impacting their ability to quickly adopt the tool. (4 mentions)
Users find the beginner difficulty of Neo4j Graph Data Science challenging, making the learning process time-consuming for newcomers. (3 mentions)
Users often face a difficult learning curve with Neo4j Graph Data Science, making it challenging for beginners to adapt. (3 mentions)
Users find Neo4j Graph Data Science to be expensive, with high costs impacting overall accessibility and usage. (3 mentions)

5 Pros or Advantages of Neo4j Graph Data Science

1. Ease of Use
Users find Neo4j GDS easy to use, facilitating smooth onboarding for both technical and non-technical staff.
See 8 mentions

See Related User Reviews

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

4.5/5

"Let your data speak using neo4j"

What do you like about Neo4j Graph Data Science?

Neo4j's Graph data science library is awesome, I have developed 2 recommendation system using their FastRP embedding algorith which finds the embeddin

Ashutosh L.
AL

Ashutosh L.

Mid-Market (51-1000 emp.)

4.0/5

"Best basic to intermediate tool for deploying ML modes"

What do you like about Neo4j Graph Data Science?

User interface and sinple to use for any technical non technical professional

2. Model Variety
Users appreciate the wide variety of well-designed algorithms offered by Neo4j Graph Data Science for diverse use cases.
See 6 mentions

See Related User Reviews

PT

Peter T.

Mid-Market (51-1000 emp.)

4.5/5

"Neo4J GDS excellent for performing analysis and modeling on graph data"

What do you like about Neo4j Graph Data Science?

GDS stands out as the top choice for performing modeling and advanced analytics natively within the graph environment. Furthermore, each release bring

Verified User
I

Verified User

Small-Business (50 or fewer emp.)

5.0/5

"Great way to easily get started"

What do you like about Neo4j Graph Data Science?

I have been working with Neo4j Graph Data Science for many years, and I would recommend everyone interested in GDS and Machine Learning to check this

3. Problem Solving
Users value the effective problem-solving capabilities of Neo4j GDS, enhancing user recommendations and data analysis.
See 5 mentions

See Related User Reviews

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

4.5/5

"Let your data speak using neo4j"

What do you like about Neo4j Graph Data Science?

Neo4j's Graph data science library is awesome, I have developed 2 recommendation system using their FastRP embedding algorith which finds the embeddin

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

5.0/5

"Best for data science problems which are related to Graphs or finding pattern from your data"

What do you like about Neo4j Graph Data Science?

I really liked the support for popular machine learning problem statements such as community detection, similarity finding between neighbor nodes whic

4. Analytics
Users benefit from the scalable graph algorithms of Neo4j Graph Data Science, enhancing their analytics capabilities significantly.
See 4 mentions

See Related User Reviews

PT

Peter T.

Mid-Market (51-1000 emp.)

4.5/5

"Neo4J GDS excellent for performing analysis and modeling on graph data"

What do you like about Neo4j Graph Data Science?

GDS stands out as the top choice for performing modeling and advanced analytics natively within the graph environment. Furthermore, each release bring

Sharath G.
SG

Sharath G.

Mid-Market (51-1000 emp.)

4.5/5

"Neo4j Graph Data Science Review"

What do you like about Neo4j Graph Data Science?

Neo4j Graph Data Science for its ability to leverage the inherent structure of graph data for advanced analytics. It provides a range of graph algorit

5. Machine Learning
Users value the support for popular machine learning problems in Neo4j Graph Data Science, enhancing user recommendations and analytics.
See 4 mentions

See Related User Reviews

PT

Peter T.

Mid-Market (51-1000 emp.)

4.5/5

"Neo4J GDS excellent for performing analysis and modeling on graph data"

What do you like about Neo4j Graph Data Science?

GDS stands out as the top choice for performing modeling and advanced analytics natively within the graph environment. Furthermore, each release bring

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

5.0/5

"Best for data science problems which are related to Graphs or finding pattern from your data"

What do you like about Neo4j Graph Data Science?

I really liked the support for popular machine learning problem statements such as community detection, similarity finding between neighbor nodes whic

5 Cons or Disadvantages of Neo4j Graph Data Science

1. Learning Curve
Users note a significant learning curve in Neo4j Graph Data Science, which can lead to confusion for beginners.
See 5 mentions

See Related User Reviews

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

5.0/5

"Best for data science problems which are related to Graphs or finding pattern from your data"

What do you dislike about Neo4j Graph Data Science?

Graph data science Python library needs to be improved as beginners might get confused or trapped in the

Verified User
I

Verified User

Small-Business (50 or fewer emp.)

5.0/5

"Great way to easily get started"

What do you dislike about Neo4j Graph Data Science?

For advanced users, I have a hard time seeing limitations. However, in some ways this is a shortcut for beginners. It is important to learn the basics

2. Learning Difficulty
Users often face a significant learning curve with Neo4j Graph Data Science, impacting their ability to quickly adopt the tool.
See 4 mentions

See Related User Reviews

Verified User
I

Verified User

Small-Business (50 or fewer emp.)

5.0/5

"Great way to easily get started"

What do you dislike about Neo4j Graph Data Science?

For advanced users, I have a hard time seeing limitations. However, in some ways this is a shortcut for beginners. It is important to learn the basics

Sharath G.
SG

Sharath G.

Mid-Market (51-1000 emp.)

4.5/5

"Neo4j Graph Data Science Review"

What do you dislike about Neo4j Graph Data Science?

One potential drawback of Neo4j Graph Data Science is its learning curve. For users who are new to graph databases or graph analytics, there can be a

3. Beginner Difficulty
Users find the beginner difficulty of Neo4j Graph Data Science challenging, making the learning process time-consuming for newcomers.
See 3 mentions

See Related User Reviews

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

5.0/5

"Best for data science problems which are related to Graphs or finding pattern from your data"

What do you dislike about Neo4j Graph Data Science?

Graph data science Python library needs to be improved as beginners might get confused or trapped in the

Verified User
I

Verified User

Small-Business (50 or fewer emp.)

5.0/5

"Great way to easily get started"

What do you dislike about Neo4j Graph Data Science?

For advanced users, I have a hard time seeing limitations. However, in some ways this is a shortcut for beginners. It is important to learn the basics

4. Difficult Learning
Users often face a difficult learning curve with Neo4j Graph Data Science, making it challenging for beginners to adapt.
See 3 mentions

See Related User Reviews

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

5.0/5

"Best for data science problems which are related to Graphs or finding pattern from your data"

What do you dislike about Neo4j Graph Data Science?

Graph data science Python library needs to be improved as beginners might get confused or trapped in the

Verified User
I

Verified User

Small-Business (50 or fewer emp.)

5.0/5

"Great way to easily get started"

What do you dislike about Neo4j Graph Data Science?

For advanced users, I have a hard time seeing limitations. However, in some ways this is a shortcut for beginners. It is important to learn the basics

5. Expensive
Users find Neo4j Graph Data Science to be expensive, with high costs impacting overall accessibility and usage.
See 3 mentions

See Related User Reviews

Dipak K.
DK

Dipak K.

Mid-Market (51-1000 emp.)

4.5/5

"Let your data speak using neo4j"

What do you dislike about Neo4j Graph Data Science?

Neo4j Aura support has limitation of ram and storage and also cost is too high

Phil L.
PL

Phil L.

Small-Business (50 or fewer emp.)

4.0/5

"Excellent tool & great support"

What do you dislike about Neo4j Graph Data Science?

Sometimes there's a lack of transparency as to the exact algorithms/mathematical equations used 'under the hood'. Pricing is on the higher end. With t

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Neo4j Graph Data Science Reviews (16)

Reviews

Neo4j Graph Data Science Reviews (16)

4.5
16 reviews
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Nilanjan N.
NN
Nilanjan N.
Senior Associate Consultant
Enterprise (> 1000 emp.)
"Easy to use ML solution for create better predition models"
5/5
What do you like best about Neo4j Graph Data Science?

Its ability to dig into more data and generate better insights , predictions , We have used it against IPL player stats and it helped to get you PE ratio of each player Review collected by and hosted on G2.com.

What do you dislike about Neo4j Graph Data Science?

The GUI is not upto the mark , faced real difficulties when doing the demos from using this app , GUI user experience should be enhanced Review collected by and hosted on G2.com.

GP
ganesh P.
Mid-Market (51-1000 emp.)
"Neo4j Graph Data Science library is an awesome tool."
4.5/5
What do you like best about Neo4j Graph Data Science?

Ne4j graph data science library makes the job easy to analyze graphical databases analysis to improve business and do customer analysis. It has powerful algorithms that make your job easy. Review collected by and hosted on G2.com.

What do you dislike about Neo4j Graph Data Science?

Few library components are updated daily, so managing dependencies between components are complex. Review collected by and hosted on G2.com.

Daniel B.
DB
Daniel B.
Small-Business (50 or fewer emp.)
"The best way to do graph data science."
5/5
What do you like best about Neo4j Graph Data Science?

Powerful algorithms that are ready to go and easy to test. Review collected by and hosted on G2.com.

What do you dislike about Neo4j Graph Data Science?

Most of what we do is programmatic. Testing algorithms out with the GUI could be smoother. Review collected by and hosted on G2.com.

Smit T.
ST
Smit T.
Small-Business (50 or fewer emp.)
"Amazing!"
3.5/5
What do you like best about Neo4j Graph Data Science?

It can work out of the box on top of Neo4j so its very easy to use. The model ecosystem and performance is quite good. Highly recommend testing it on large projects. Review collected by and hosted on G2.com.

What do you dislike about Neo4j Graph Data Science?

There is a learning curve to it and sometimes it may not work as you expect. Review collected by and hosted on G2.com.

Ashish G.
AG
Ashish G.
Consultant Machine Learning Engineer
Enterprise (> 1000 emp.)
"Neo4j GDS - Machine Learning analytics at it's best"
5/5
What do you like best about Neo4j Graph Data Science?

Neo4j GDS provides scalable graph algorithms for best Analytics with Visual Graph exploration and Prototyping Review collected by and hosted on G2.com.

What do you dislike about Neo4j Graph Data Science?

Experienced people in Neo4j GDS are rare (low talent pool) to find. Cost is also on the higher side Review collected by and hosted on G2.com.

Ashutosh L.
AL
Ashutosh L.
Software Engineer
Mid-Market (51-1000 emp.)
"Best basic to intermediate tool for deploying ML modes"
4/5
What do you like best about Neo4j Graph Data Science?

User interface and sinple to use for any technical non technical professional Review collected by and hosted on G2.com.

What do you dislike about Neo4j Graph Data Science?

Simply well organised service to get ML models deployed easily and quickly Review collected by and hosted on G2.com.
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