Big data analytics tools and software are meant to help in storing, analyzing and much more with data. Nowadays the world runs on the internet and everything we do offline from taking images to making music is saved in some form of data. I remember the time when phones came with 1 GB memory card and now people can buy 1 TB cards. So in this article, we will talk about all the best big data analytics tool and software you can use in 2020.
10 Best Big Data Analytics Tools & Software in 2020
First on our list is Xplenty which is a platform to integrate, process, and prepare data for analytics on the cloud. It comes with all the necessary tools to build a data pipeline without any coding. Xplenty is mostly used in marketing, sales, support and development facilities.
If you need any help from the developers you can contact them through email, chats, phone or an online meeting. The only negative point about Xplenty is it only comes with the annual billing option, so if you wished for a monthly subscription you are out of luck.
We could not find any fixed price but depending on your needs you can get a quote. Also, there is an option to use the platform for free for a week.
2. Apache Hadoop
Hadoop is an open-source framework which is written in Java and it provides cross-platform support. It is used for the clustered file system and handling of big data. This is one of the best big data analytics tools available on the market, as companies like Amazon Web services, Hortonworks, IBM, Intel, Microsoft use it.
On the other hand, their I/O operations are not par with some competitions and you might face some disk space issues. This is due to its 3x data redundancy system.
Fortunately, the software is free to use under the Apache License.
3. Cloudera Distribution for Hadoop
The CDH is a totally open-source and free platform distribution that surrounds Apache Hadoop, Apache Spark, Apache Impala, and many more. You can collect, process, administrate, discover unlimited data with Cloudera Distribution for Hadoop. The security of CDH is also pretty good.
Sadly, there are some UI features which are complicated, like charts on the CM service.
Cloudera Distribution for Hadoop is free software but when it comes to per-node based cost, it is around $1000 to $2000 per terabyte.
Cassandra uses CQL to interact with its database and meant to manage high volumes of data across multiple commodity servers. It is another open-source program. There are many big companies using Cassandra, including Accenture, American Express, Facebook and Yahoo.
When it comes to the negative points, it requires extra effort while maintenance and troubleshooting. Also, clustering needs some improvement.
As an open-source project, Cassandra is completely free to use.
Konstanz Information Miner or in short Knime is another open-source tool that is used for Enterprise reporting, integration, research, CRM, data mining, data analytics etc. It supports all majors operating systems including Windows, Mac and Linux. As a good alternative to SAS, Comcast, Johnson & Johnson, Canadian Tire etc use Knime.
Sadly, data handling capacity is not on par with others and it is extremely RAM hungry.
Knime is free but if you need any extra features there is an option for the commercial variant.
Next on our list is Datawrapper which is an open-source platform for data visualization. It is meant to generate simple, precise and embeddable charts. Most newsrooms are using the platform like The Times, Fortune and Bloomberg.
Datawrapper is extremely fast and interactive so it can be used in smartphone, tablet or desktop. There is no need for coding but the colour palettes are limited.
It can be used for free but there are many paid options for extra features which starts from 29 €/month to 879€+.
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Lumify is another great alternative which is also an open-source tool for big data integration, analytics and visualization tool. The primary feature of it includes full-text search, 2D and 3D graph visualizations etc.
It supports the cloud-based environment and it goes well with Amazon’s AWS. When it comes to security Lumify is great.
The tool is completely free to use.
Next on our list is Storm. It is a cross-platform, distributed stream processing and real-time computational framework. Just like most tools on the list, it is also free and open-source. It is written in Java and Clojure. Companies like Yahoo, Alibaba, and The Weather Channel uses Storm.
On the negative note, Storm is difficult to learn and use. Also, it uses Native Scheduler and Nimbus which are not the best on the market.
As mentioned earlier, Storm is free to use.
Next up is Talend which is under an open-source licence. It is meant to be used for community support only. If you need you can opt-in for big data platform or real-time big data platform where you will get extra facilities.
But the user interface of Talend is not one of the best and it is difficult to add custom components in the palette.
Although the Open Studio for big data is free, the rest of the products come with subscription fees which are flexible depending on your need. On average it may cost $50k for 5 users per year. All of the tiers come with a free trial.
Last but certainly not least is Tableau. It is a software solution for business intelligence and analytics. The software has three main properties, which are Tableau Desktop (for the analyst), Tableau Server (for the enterprise) and Tableau Online (to the cloud). Verizon Communications, ZS Associates, and Grant Thornton are some of the biggest clients of Tableau.
Sadly there is no built-in tool for deployment or migration in between its own environments. Also, formatting controls could have been better.
All of their products come with annual billing. Tableau Desktop personal edition costs $35 per month, the professional edition costs $70 per month. On the other hand Tableau Server, On-Premises or public cloud costs $35 per month and Tableau Online Fully Hosted is priced at $42 per month.
These are all the best big data analytics tools available on the market which you can use for your project. We have added both free and paid options so you can choose the best one for you. If you have any other options in mind, do let us know in the comments below.