1. Best Big Data Analytics Tools
In this blog on Best Big Data Analytics tools, we will learn about Best Data Analytic Tools. Also, will study these Data Analysis Tools: Tableau Public, OpenRefine, KNIME, RapidMiner, Google Fusion Tables, NodeXL, Wolfram Alpha, Google Search Operators, Solver, Dataiku DSS with their uses, limitations, and description.
Best Big Data Analytics Tools
2. Introduction to Data Analytics Tools
Following are the 10 Best Big Data Analytic Tools with their uses and limitations. Let’s discuss them one by one:
Big Data Analytics Tools
a. Tableau Public
i. What is Tableau Public – Big Data Analytics Tools
It is a simple and intuitive tool. As it offers intriguing insights through data visualization. Tableau Public’s million row limit. As it’s easy to use fares better than most of the other players in the data analytics market.
With Tableau’s visuals, you can investigate a hypothesis. Also, explore the data, and cross-check your insights.
ii. Uses of Tableau Public
Visualizations published to Tableau Public can be embedded into blogs. Also, web pages and be shared through email or social media. The shared content can be madeavailable s for downloads. This makes it the best Big Data Analytics tools.
iii. Limitations of Tableau Public
i. What is OpenRefine – Data Analytic Tools
Formerly known as GoogleRefine, the data cleaning software. As it helps you clean up data for analysis. It operates on a row of data. Also, have cells under columns, quite similar to relational database tables.
ii. Uses of OpenRefine
Adding data to the dataset by fetching it from web services. For instance, OpenRefine could be used for geocoding addresses to geographic coordinates.
iii. Limitations of OpenRefine
i. What is KNIME – Data Analysis Tools
KNIME helps you to manipulate, analyze, and model data through visual programming. It is used to integrate various components for data mining andmachine learning.
ii. Uses of KNIME
In fact, analysis tools like these can be extended to run chemistry data, text mining,python, and R.
iii. Limitation of KNIME
i. What is RapidMiner – Data Analytic Tools
RapidMiner provides machine learning procedures. And data mining including data visualization, processing, statistical modeling and predictive analytics.
RapidMiner written in the Java is fast gaining acceptance as a Big data analytics tool.
ii. Uses of RapidMiner
iii. Limitations of RapidMiner
E. GOOGLE FUSION TABLES
i. What is Google Fusion Tables
When comes to data tools, we have cooler, larger version of Google Spreadsheets. An incredible tool for data analysis, mapping, and large dataset visualization. Also, Google Fusion Tables can be added to business analytics tools list. This is also one of the best Big Data Analytics tools.
ii. Uses of Google Fusion Tables
iii. Limitations of Google Fusion Tables
i. What is NodeXL
It is a visualization and analysis software of relationships and networks. NodeXL provides exact calculations. It is a free (not the pro one) and open-source network analysis and visualization software. NodeXL is one of the best statistical tools for data analysis. In which includes advanced network metrics. Also, access to social media network data importers, and automation.
ii. Uses of NodeXLThis is one of the data analysis tools in Excel that helps in following areas:
This software integrates into Microsoft Excel 2007, 2010, 2013, and 2016. It opens as a workbook with a variety of worksheets containing the elements of a graph structure. That is like nodes and edges.
This software can import various graph formats. Such adjacency matrices, Pajek .net, UCINet .dl, GraphML, and edge lists.
iii. Limitations of NodeXL
G. WOLFRAM ALPHA
i. What is Wolfram Alpha
It is a computational knowledge engine or answering engine founded by Stephen Wolfram.
ii. Uses of Wolfram Alpha
iii. Limitations of Wolfram Alpha
H. GOOGLE SEARCH OPERATORS
i. What is Google Search Operators
It is a powerful resource which helps you filter Google results. That instantly to get most relevant and useful information.
ii. Uses of Google Search Operators
i. What is Excel Solver
The Solver Add-in is a Microsoft Office Excel add-in program. Also, it is available when you install Microsoft Excel or Office. It is a linear programming and optimization tool in excel.
This allows you to set constraints. It is an advanced optimization tool that helps in quick problem-solving.
ii. Uses of Solver
iii. Limitations of Solver
J. DATAIKU DSS
i. What is Dataiku DSS
This is a collaborative data science software platform. Also, it helps a team build, prototype, explore. Although, it deliver their own data products more efficiently.
ii. Uses of Dataiku DSS
Dataiku DSS– Data analytic tools provide an interactive visual interface. As in this they can build, click, and point or use languages like SQL.
iii. Limitation of Dataiku DSS
These were the top data analytics tools and this is all on Best Big Data Analytics tools.