{"id":22727,"date":"2021-04-07T07:06:00","date_gmt":"2021-04-07T07:06:00","guid":{"rendered":"https:\/\/www.experfy.com\/blog\/big-data-tools-2021\/"},"modified":"2023-09-12T12:29:37","modified_gmt":"2023-09-12T12:29:37","slug":"big-data-tools-2021","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/big-data-tools-2021\/","title":{"rendered":"Big Data Tools 2021"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22727\" class=\"elementor elementor-22727\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-96ced3f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96ced3f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0821e5b\" data-id=\"0821e5b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ae740b8 elementor-widget elementor-widget-heading\" data-id=\"ae740b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Future of Modern Analytics - Top Big Data Tools 2021<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0062996 elementor-widget elementor-widget-text-editor\" data-id=\"0062996\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Today it is an extremely popular area that is constantly in need of new highly paid specialists. Data analysis is the process of validating, cleaning, transforming, and modeling data to obtain useful information, conclusions, and justifications for making decisions. Of course, such a process requires quality tools that can carry out thorough analysis quickly and efficiently. There are many different programs on the Internet, and it becomes difficult to choose the best one. We&#8217;ll show you the right solution and recommend some great options.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2eafce elementor-widget elementor-widget-heading\" data-id=\"f2eafce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Excel<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b853aa5 elementor-widget elementor-widget-text-editor\" data-id=\"b853aa5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Used for basic calculations, working with tables and diagrams. Worth mentioning is a VBA add-in that helps you write macros to automate actions in Excel. Instead of <a href=\"https:\/\/www.experfy.com\/blog\/software\/tools-for-working-with-excel-and-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">Excel<\/a>, you can use Google tables, Airtable, tables in Notion. The difference is in the interface, the number of functions, integration with online services.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ab3684 elementor-widget elementor-widget-heading\" data-id=\"1ab3684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Examples of tasks that Excel helps to solve:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-340e552 elementor-widget elementor-widget-text-editor\" data-id=\"340e552\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>drawing up financial models and budgeting,<\/li><li>analysis of the sales funnel or leads,<\/li><li>collecting data and structuring information about customers and the market,<\/li><li>sometimes &#8211; tracking tasks on a project, as a <a href=\"https:\/\/www.salesforce.com\/in\/learning-centre\/crm\/what-is-crm\/\" target=\"_blank\" rel=\"noreferrer noopener\">CRM for customer management<\/a> or a questionnaire.<\/li><\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de7e0cf elementor-widget elementor-widget-heading\" data-id=\"de7e0cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Power BI, Tableau, QlikView<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-723b0f7 elementor-widget elementor-widget-text-editor\" data-id=\"723b0f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>BI solutions are needed for data analysis and visualization. The peculiarity of BI is the ability to create links with the database for automatic updating of tables and graphs.<\/p>\n<p>BI is often used to create dashboards &#8211; pages that simultaneously contain several graphs and tables with key KPIs and important data. For example, financial indicators, sales funnel, recruitment data.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55fe261 elementor-widget elementor-widget-heading\" data-id=\"55fe261\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Miro or Visio<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb5a1b5 elementor-widget elementor-widget-text-editor\" data-id=\"eb5a1b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Miro (Realt = &#8220;11 useful tools for business analysis&#8221; imeBoard) and Visio are handy programs for creating diagrams, organizational charts, process descriptions. Visio is widely used because it is included in the Microsoft Office suite. Miro is flexible and fast online + it has functionality for interface prototyping. In Miro, most often they create diagrams with descriptions of processes, draw infographics, structure notes on the workflow.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b08e7b elementor-widget elementor-widget-heading\" data-id=\"1b08e7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Apache Hadoop<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90908c6 elementor-widget elementor-widget-text-editor\" data-id=\"90908c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Apache Hadoop is an established tool for analyzing big data.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a3eae8 elementor-widget elementor-widget-heading\" data-id=\"0a3eae8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Avro<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1db8ef elementor-widget elementor-widget-text-editor\" data-id=\"d1db8ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>It was developed by Doug Cutting and is used to serialize data to encode Hadoop files.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0ba41b elementor-widget elementor-widget-heading\" data-id=\"d0ba41b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cassandra<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec36ded elementor-widget elementor-widget-text-editor\" data-id=\"ec36ded\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>An open-source distributed database system. It has been designed to handle massive amounts of distributed data across all standard servers, providing a highly reliable service. Cassandra belongs to a class of NoSQL systems that were created by Facebook. It is used by many organizations such as Netflix, Cisco, and Twitter.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89191c0 elementor-widget elementor-widget-heading\" data-id=\"89191c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Drill<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7472b9d elementor-widget elementor-widget-text-editor\" data-id=\"7472b9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>An open-source distributed system designed for interactive analysis of large data sets. It is similar to Google&#8217;s Dremel and is owned by the Apache Foundation.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d5062c elementor-widget elementor-widget-heading\" data-id=\"7d5062c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Elasticsearch<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea836c5 elementor-widget elementor-widget-text-editor\" data-id=\"ea836c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Open source search engine based on Apache Lucene. It is developed in Java and provides a scalable search that serves as the foundation for data discovery applications.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6238a84 elementor-widget elementor-widget-heading\" data-id=\"6238a84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Flume<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35addb2 elementor-widget elementor-widget-text-editor\" data-id=\"35addb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A framework for populating Hadoop data from web servers, application servers, and mobile devices. It is like plumbing between information sources and Hadoop.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-918e4f1 elementor-widget elementor-widget-heading\" data-id=\"918e4f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">HCatalog<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-644477d elementor-widget elementor-widget-text-editor\" data-id=\"644477d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Centralized metadata management system and file hosting Hadoop. HCatalog provides a single view of data across Hadoop clusters and provides a variety of tools, including Pig and Hive, to process any data item without having to know where the data is physically stored in the cluster.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45d8cdc elementor-widget elementor-widget-heading\" data-id=\"45d8cdc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Impala<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3bbbfd elementor-widget elementor-widget-text-editor\" data-id=\"e3bbbfd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A system for processing fast, interactive big data SQL queries that are stored in HDFS or HBase. Impala uses the same metadata, SQL syntax (Hive SQL), ODBC driver, and user interface (Hue Beeswax) as Apach Hive. The result is a familiar and unified platform for batch-oriented or real-time requests.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-004f0c4 elementor-widget elementor-widget-heading\" data-id=\"004f0c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Json<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3709364 elementor-widget elementor-widget-text-editor\" data-id=\"3709364\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Many of today&#8217;s NoSQL databases store data in JSON, which stands for JavaScript Object Notation. This format has become popular among web developers.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7f8bec elementor-widget elementor-widget-heading\" data-id=\"f7f8bec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kafka<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d36faa elementor-widget elementor-widget-text-editor\" data-id=\"4d36faa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A distributed message broker that offers a solution to manage and process all data streams on a consumer website. This type of data (number of views, queries, and other user actions) is a key component in modern social media.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec3895a elementor-widget elementor-widget-heading\" data-id=\"ec3895a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">MongoDB<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4145e36 elementor-widget elementor-widget-text-editor\" data-id=\"4145e36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A document-oriented NoSQL database developed according to the concept of open source. MongoDB provides full index support, flexible indexing of any item, and horizontal scalability without affecting functionality.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77036b7 elementor-widget elementor-widget-heading\" data-id=\"77036b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Neo4j<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42b5191 elementor-widget elementor-widget-text-editor\" data-id=\"42b5191\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A graph database that boasts 1000 times or more performance improvements over a relational database.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05350f8 elementor-widget elementor-widget-heading\" data-id=\"05350f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Oozie<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a905acf elementor-widget elementor-widget-text-editor\" data-id=\"a905acf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A business process management system that allows users to define a range of jobs written in different languages \u200b\u200bsuch as Map Reduce, Pig, and Hive. In the future, they will be logically linked to one another. Oozie allows users to install dependencies.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c093b12 elementor-widget elementor-widget-heading\" data-id=\"c093b12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pig<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-152926a elementor-widget elementor-widget-text-editor\" data-id=\"152926a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A Hadoop-based language developed by Yahoo. It is relatively easy to learn and very deep and very long data lines are possible with it.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab7fd55 elementor-widget elementor-widget-heading\" data-id=\"ab7fd55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Storm<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bcebac elementor-widget elementor-widget-text-editor\" data-id=\"9bcebac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Free open-source real-time distributed computing system. Storm makes it easy to handle streams of unstructured data in real-time. The storm is crash-resistant and works with almost all programming languages, although Java is commonly used. Storm originates from the Apache family but is now owned by Twitter.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c5fe53 elementor-widget elementor-widget-heading\" data-id=\"7c5fe53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tableau<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50a92ee elementor-widget elementor-widget-text-editor\" data-id=\"50a92ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A data visualization tool that focuses primarily on data mining. You can create maps, histograms, scatter plots, and more without any programming skills. Recently, a web connector was released that allows you to connect to a database or API, thereby allowing a visual display of live data.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d2a77a elementor-widget elementor-widget-heading\" data-id=\"0d2a77a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ZooKeeper<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d6f7dd elementor-widget elementor-widget-text-editor\" data-id=\"1d6f7dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A data management service that provides centralized configuration and open source name registration for large distributed systems.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5749fe elementor-widget elementor-widget-heading\" data-id=\"e5749fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0187775 elementor-widget elementor-widget-text-editor\" data-id=\"0187775\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Information rules the world. To become a leader, a company needs to track data and be able to work with it correctly. If you plan to strengthen your position by identifying consumer preferences, <a href=\"http:\/\/www.experfy.com\/blog\/future-of-work-guide\/trends-opportunities\/\">market trends<\/a>, effective business models, and prospects, then you should take a close look at advanced data analytics tools.<\/p>\n<p>Do not overlook the statistics of your activity and underestimate their importance. It is also important to understand the traffic of your business data. By using one of the analytical tools presented above (or any other), you will receive a lot of new information and can significantly increase your chances of success. Therefore, to move in the right direction, do not forget about your data, analyze it, work with it and take into account the obtained result.<\/p>\n<p>The correct selection of tools allows you to do your job more efficiently and progress as a specialist. Therefore, it is important to take a responsible approach to the analysis and make the right choice.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Today there are thousands of Big Data &#8211; data analysis tools. Here are some of the best options for 2021.<\/p>\n","protected":false},"author":1100,"featured_media":23579,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[187],"tags":[120,122,613],"ppma_author":[3842],"class_list":["post-22727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bigdata-cloud","tag-analytics","tag-big-data","tag-tools"],"authors":[{"term_id":3842,"user_id":1100,"is_guest":0,"slug":"c","display_name":"Theresa Cofield","avatar_url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2021\/05\/Theresa-Cofield-150x150.jpeg","user_url":"https:\/\/datingjet.com\/","last_name":"Cofield","first_name":"Theresa","job_title":"","description":"Theresa Cofield is a freelance writer and a blogger at datingjet.com."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22727","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/1100"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=22727"}],"version-history":[{"count":5,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22727\/revisions"}],"predecessor-version":[{"id":31642,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/22727\/revisions\/31642"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/23579"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=22727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=22727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=22727"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=22727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}