Chartbeat vs. Titan Distributed Graph Database

The main point of benefit is the realtime data. This is vital to our team as we are publishing a lot of content per day, so we have a busy homepage to manage and it's important to know which content is performing well. We also like to get an understanding as quickly as possible - which Chartbeat offers - of where traffic is coming from. Often we will see an example where a page is getting high traffic from Google, for example, and we know that might not need to be placed so prominently on the homepage because the traffic is arriving to us externally anyway. Without that depth of understanding what is performing best and why - updated immediately, unlike in Google Analytics now - our homepage would not be as well optimised for users coming to us direct

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Titan is definitely a good choice, but it has its learning curve. The documentation may lack in places, and you might have to muster answers from different sources and technologies. But at its core, it does the job of storing and querying graph databases really well. Remember that titan itself is not the whole component, but utilizes other technologies like cassandra, gremlin, tinkerpop, etc to do many other things, and each of them has a learning curve. I would recommend titan for a team, but not for a single person. For single developer, go with Neo4j.

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• Provides easy at-a-glance look at what people are reading right now
• Heads-up Display allows you to make sure the homepage is showing the content people want to read
• Headline testing tool provides fascinating insight into what makes people read a story and improves headline-writing ability

• Titan is really good for abstraction of underlying infrastructure. You can choose between different storage engine of your choice.
• Open source, backed by community, and free.
• Supports tinkerpop stack which is backed by apache.
• Uses gremlin for query language making the whole query structure standardized and open for extension if another graph database comes along in future.

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• Source of traffic needs improvement. Search and social make sense, but "internal" and "links" is a grey area. It would be helpful to define those with an organization and provide an information icon so users can easily remember what each of those buckets is tracking.
• More ways to customize the real-time board. For example, with video content, that's great that I can see a user has started a video, but what is the completion rate, was that only on O&O or can that track Facebook, too?
• Would like to see demo (age) information included as a way to slice the data so I can see what's working with my older and younger demo.

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• The community is lacking deep documentation. I had to spend many nights trying to figure many things on my own. As graph databases will grow popular, I am sure this will be improved.
• Not enough community support. Even in SO you might not find many questions. Though there are some users in SO who quickly answer graph database questions. Need more support.
• Would love an official docker image.

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Independently Invited by TrustRadius

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I gave Chartbeat a 5 for a renewal rating, because, while it delivers clear and understandable content, Google Analytics also provides many of the same features for free. For a small to medium website, I believe it would be more cost effective to use Google Analytics. A website with a high amount of traffic, however, could merit spending the money on Chartbeat to maximize their potential.

I am able to "set it and forget it," keeping it up on my monitor for either constant checking or just keeping an eye on the numbers during the day. I'm also able to keep track of what times are perfect to post a story and which stories rack up the most traffic.

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I have had limited experience of support for Chartbeat but whenever I have needed help it has been there. Recently there was an issue of seeing different forms of data in real time - app and otherwise effectively, and the issue was being clearly dealt with and communicated back to us.

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Omnilytics is more robust, detailed, and catered for an intermediate media user, while I think Chartbeat is a more user-friendly and beginner-oriented piece of technology. That being said, there is an impressive amount of lift for Chartbeat, and it's evident that simplicity is the key to using a software daily (which is absolutely the point in the content world).

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To be honest, titan is not as popular as Neo4j, though they do the same thing. In my personal opinion, titan has lot of potential, but Neo4j is easier to use. If the organization is big enough, it might choose titan because of its open source nature, and high scalability, but Neo4j comes with a lot of enterprise and community support, better query, better documentation, better instructions, and is also backed by leading tech companies. But titan is very strong when you consider standards. Titan follows gremlin and tinkerpop, both of which will be huge in future as more graph database vendors join the market. If things go really well, maybe Neo4j might have to support gremlin as well.

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• It has helped us save time in report generation and performance analysis.
• By helping us evaluate our contributors, we're able to get our money's worth.
• Seeing our numbers on the Big Board fosters healthy competition among brands, motivating us to distribute our stories better.

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• Steep learning curve. Your engineers would have to spend lots of time learning different components before they feel comfortable.
• Have to plan ahead. Maybe this is the nature of graph databases, but I found it difficult to change my schemas after I had data in production.
• It is free, so time is the only resource you have to put in titan.

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Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info