With all the data that exists today, understanding how to aggregate data is more important than ever. However, before you can go about aggregating your data, you must understand more about it and learn what tools will best suit your needs in your pursuits. Read on to learn more about data aggregation and to pick up some tips on how to select the best aggregation software for your business.
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What is Data Aggregation?
Data aggregation is the process of gathering raw data and presenting it in a summarized format for statistical analysis. With data aggregation, data is often gathered from multiple sources and then combined to produce the most accurate summary for analysis. You may have heard the widely used terms data analytics and business intelligence (BI). Data analytics and BI are the end product of data aggregation. You can’t have data analytics or BI without data aggregation. Essentially, data analytics and BI are the tasks, and data aggregation is the actual process or function. Overall, data aggregation is a three-step process that includes:
- Collection: In the collection process, data aggregation tools extract data from one or multiple sources.
- Processing: During the processing step of data aggregation, the collected data is “cleaned,” and any errors or formatting problems are corrected.
- Presentation: After the data is collected and processed during data aggregation, it is then presented in a readable form such as in charts or statistics for non-technical users.
The Top Data Aggregation Tools for Business
In business, companies often collect data on their website traffic and online customers. In this scenario, data aggregation would include the collection of customer demographics and behavior metrics and then the presentation of this processed data to the company's marketing team. The marketing team can then use the aggregated data to create a better digital experience for customers and better determine what products are doing well and which are not.
Proper data aggregation can certainly bring many benefits to companies in all sectors. The following are 9 data aggregation tools that every business can utilize for their data aggregation, data analytics, or BI needs.
Without the right data aggregation tools, your company’s data becomes more susceptible to downstream attacks and data breaches. The data aggregation tools are available on the Integrate.io platform help to stop attacks at the source, keeping your data secure while also allowing it to be quickly collected, processed, and presented into useable data for the company.
The data aggregation tools available on Alteryx are designed to make advanced analytics accessible to all data workers. The Alteryx tools are focused on analytic process automation (APA), which unifies analytics and business process automation into a singular end-to-end platform. This allows data to be unusable by non-technical staff.
One of the most popular data aggregation tools for business purposes is. The data aggregation tools available on GoSpotCheck allow for real-time data collection and analysis. The platform is mobile-based and includes built-in content collection and distribution.
The data aggregation tools available on Stata are utilized by research in many fields, including economics, sociology, political science, biomedicine, and epidemiology. The tools are also good for business and marketing purposes as they provide a point-and-click graphical user interface, comprehensive statistical tools, command-line features, complete data management capabilities, and publication-quality graphs.
IBM Cloud Pak for Data
BM Cloud Pak for Data platform helps to break down data silos, keep data secure and make data more accessible across all sectors of a company. The fully integrated data and AI platform is designed to help companies accelerate the data aggregation process.
Google Looker is a great cloud-based platform equipped with the best data aggregation tools, providing your company with real-time access to relevant data. In turn, this aggregated data allows the company to make better business decisions in a more efficient time frame.
With Zoho Analytics, your company gains access to advanced data aggregation tools. The platform is home to popular business intelligence, data analytics, and online reporting tools. Another benefit of the tools on Zoho Analytics is that they are designed to be used by anyone regardless of their tech skills.
Cloudera Distribution for Hadoop
The Cloudera Distribution for Hadoop is open-source with a free platform distribution that encompasses Apache Hadoop, Apache Spark, Apache Impala, and more. The platform has data aggregation tools that are great for collecting and processing large amounts of data.
MongoDB is a NoSQL document-oriented database that is open source and supports a number of operating systems. The platform has a ton of great tools for data aggregation, with the main features of MongoDB including aggregation, ad hoc queries, sharding, indexing, replication, and more.
How Integrate.io Can Help
While data aggregation can be challenging without the right tools, Integrate.io equips your business with everything you need to collect, process, and present your company’s data and make it useable for the company in no time at all. Ultimately, Integrate.io has all the tools for your data aggregation needs. Are you ready to see what the Integrate.io platform and tools can provide to your company? Contact our team today to [url=https://www.integrate.io/demo/]schedule a 14-day demo or pilot[/url] and see how we can help you reach your goals.