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#1 Azure Databricks

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Databricks is a platform for data analytics and data science that allows you to perform analytical computation, data exploration, and visualization, as well as operationalize the results in one unified environment. Key features include a Unified programming model for Apache Spark and Apache Hadoop programs, a Shared community technology stack, Built-in support for Apache Spark, as well as other technologies in the future, etc. Apache Spark lets you integrate with other libraries and spin up the clusters in a fully managed environment.

Collaborate effectively on an open and unified platform to run all types of analytics workloads, whether you are a data scientist, data engineer, or business analyst. This analytics service makes it easy to set up, manage and scale big data workflows. It runs in Azure, to the cloud, with new cluster and Spark services that allow data scientists, engineers, and business intelligence users to easily build and manage their big data processing workloads.

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#2 MyAnalytics

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MyAnalytics, now rebranded to Microsoft Viva Insights, is a customizable suite of tools that integrates with Office 365 to drive employee engagement and increase productivity. It enables managers to identify patterns in how employees work and how they spend their time. Managers can then make data-driven, privacy-protected insights and recommendations to help employees improve their performance. It’s easy for employees to see the activities that make the most impact on their long-term career goals and personal wellbeing.

Microsoft Viva Insights helps you and your employees take actions that can improve their wellness and productivity. It does this by blending data and analytics with personalized insights, recommendations, and ideas. It’s a suite that is purpose-built for business, with a fresh interface and a simple-to-use interface to boost employee engagement and engagement. Moreover, it monitors usage and analyzes the data, offers weekly and monthly progress reports to the employee, is available on any device of choice, and the insights are compliant with all European data protection regulations.

#3 Apache Kudu

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Apache Kudu is a distributed data storage and fast analytics engine that you can consider as a new system for managing unstructured data. It’s designed to solve the challenges of scaling out storage, optimizing queries, and much more. The software manages data in column-oriented formats, similar to Vertica or a distributed version of the proprietary BigTable database. The key innovation is its division of data into “partitions,” which are spread across an arbitrary number of servers.

This storage format is designed for efficient and fast processing of large volumes of data. Kudu is a distributed deep-compression structure for storing data, designed for low latency read/write access patterns. Apache Kudu also provides a high-performance, distributed analytics processing framework. The Analytics Engine Enables fast, interactive, multi-dimensional analysis on top of Apache Hadoop. It is created with modern architecture, making it easy to build and operate in the cloud while also supporting existing relational model workloads.

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#4 ATLAS.ti

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ATLAS.ti is a leading qualitative data analysis and research software for researchers, data analysts, and students around the globe. You can take advantage of its advanced functionalities and intuitive, user-friendly design to organize large volumes of qualitative data and develop new findings based on them. Businesses can rely on the software’s scalability to meet the most ambitious project analyses, and researchers can always be assured of their analytical flexibility, thanks to its unique platform architecture.

It enables you to manage and share your qualitative data and research findings. You can organize your qualitative data into folders and categories, tag your documents and search for keywords. Also, the software enables you to code your documents and export them into various common qualitative research formats (IDML, MS Word, Excel, PDF). In addition to this, you can easily export your research results in ASCII format for further statistical analysis by SPSS, Excel, or any other software you are familiar with. It also allows users to manage, code, and analyze textual data, audio, and video recordings.

#5 AWS Trusted Advisor

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AWS Trusted Advisor is an enterprise software solution that provides recommendations and follows AWS best practices for employees. It checks your account against hundreds of best practices and checks that focus on security and performance. It recommends steps you can take to improve the security and performance of your AWS resources. Some of the best practices include using NACLs to secure Amazon Elastic Compute Cloud (Amazon EC2) instances, adding tags to Amazon EC2 and Amazon Simple Storage Service (Amazon S3) resources, and stopping unused services. Amazon EC2 reservations allow you to reserve capacity for Amazon EC2 instances in a specific Availability Zone for one or three years.

Reserved capacity is allocated to your account, and you are charged for it even when the capacity is not being used. You may want to stop using reservations if you no longer need the reserved capacity or if you want to replace reserved capacity with regular capacity so you can stop paying for unused capacity. For example, if your organization has a sudden spike in usage and you want to scale quickly, you might have to stop using reservations. This can be done by disallowing the use of excess capacity seconds before the spike in usage occurs.

#6 Arcadia Enterprise

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Arcadia Enterprise is a truly enterprise-grade, multi-tenant Cloud Business Intelligence and visual analytics platform. It’s based on the open source stack of technologies, including the Hadoop ecosystem, Elasticsearch, and a number of other Apache projects. The platform has been built with simplicity, automation, and scalability in mind to enhance productivity and free up users’ time to spend on more valuable tasks while collecting data from disparate sources into one place at scale.

It empowers business users of any background to visually explore, discover, and share insights. With a full suite of built-in tools, custom capabilities are easy to build and share, so your team can keep pace with the speed of your business. Arcadia Enterprise is an on-premise SaaS solution that gives businesses instant insight into their data while also allowing users to collaborate in a simple and easy way.

#7 Yandex.Metrica

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Yandex.Metrica is a web analytics solution that allows you to track your website’s traffic, sources of traffic, and conversions. It supports both desktop and mobile devices and offers detailed data analysis simple integration with other tools and social networks, as well as a professional-quality demo version. It has many features that help you quickly and accurately analyze site performance and understand what aspects of your site work well and which may need improvement. Yandex.Metrica has now segmentation into analytics, search engine, and mobile. This feature is ideal for anyone to analyze an online store and track your advertising campaigns.

It’s easy to add this software to a new website. The analytics service will start collecting information about your site’s visitors within one hour after adding the code. You’ll have access to a REST API that allows you to aggregate and access data from other services through Yandex.Metrica’s interface integrates external data with web analytics and builds custom reports on on-site traffic and user behavior, including visual reports with charts.

#8 Confluent

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Confluent is a streaming platform and leading open-source technology for building real-time data pipelines and streaming applications. This works on the top of Kafka and manages data streams from thousands of sources; sensors, devices, clickstreams, websites, stock feeds, and social media applications, and feeds them into Big Data stores like Hadoop and real-time data platforms like Spark. The platform makes it easy to take disparate sources of data from various technologies and turn them into a single, real-time data stream for consumption by applications, analytics, and business intelligence tools.

With Confluent, end users can apply stream processing to receive application metrics and logs from any source through a single user interface. You can also capture and process customer interactions as they happen. Unlock a data-rich view of their actions and preferences and engage with them in the most meaningful ways, personalizing their experiences, across every channel, in real-time.

#9 Exploratory

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Exploratory is a data Wrangling, Visualization, Analytics, and Communication platform designed to make an interpretative analysis of large data sets as simple as possible. It does so by automating the mundane tasks associated with data manipulation and exploration while providing an intuitive interface that makes producing high-quality visualizations effortless. Use it to explore your data, communicate your findings, and present your data to others in a beautiful way. It features support for multiple programming languages, including Python, R, Scala, and Java.

You can create a wide array of charts from your data based on the statistical computing libraries that Exploratory offers. With Exploratory, you can run analyses on it as well. Moreover, it has an easy-to-use browser-based file management system to help you collaborate on projects with other developers. The simple UI makes it easy to visualize data with a wide range of chart types you need to explore your data and discover insights quickly.

#10 Syncfusion Big Data Platform

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Syncfusion Big Data Platform is a powerful, componentized, and scalable technology suite that enables users to quickly build data-driven applications for Big Data and analytics. Through this platform, organizations can harness the power of Big Data to derive insights from their vast amount of unstructured information. This platform is made up of 3 primary components: Data Integration, Analytics, and Visualization. It allows you to manage your Big Data infrastructure and services on Azure. The product features a set of component-based UI controls that can be used to create interactive visualizations, dashboards, and reports.

These controls can be used in WPF or ASP.NET applications. Syncfusion Big Data Platform provides a fully-featured distributed in-memory partitioner that transparently scales across multiple servers to improve query performance and reduce query response latency. It also supports sharing data across servers to enable horizontal scalability. The FTS feature on the Syncfusion MVC stack enables developers to easily perform Text searches within entities. The developers can update and delete data based on the retrieved full-text search results.

#11 IBM Cloud Pak for Data

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IBM Cloud Pak for Data is a multi-cloud data and artificial intelligence platform that helps data scientists, business analysts, and developers build, deploy and maintain applications and solutions with any combination of cloud, cognitive, and IoT technologies. Each solution includes the tools, data services, and expertise to help you get started on the right track to analytics success. Using IBM Cloud Pak, customers can easily transform vast amounts of semi-structured data into actionable insights, helping enterprises to improve business outcomes and gain a competitive edge.

Moreover, the solution integrates seamlessly with the leading public cloud providers such as Amazon Web Services (AWS), Microsoft Azure, Cloud, and OpenStack, as well as with your own data centers and private clouds, giving you the agility and flexibility to build and deploy applications anywhere. This helps create local copies of data for analytics and migrating workloads. Additionally, it provides a Natural Language Processing analysis capability that helps simplify language processing to extract insights from text without requiring advanced ML skills.

#12 GraphPad Prism

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GraphPad Prism is a cross-platform graphical representation data platform that delivers the solution of analyzing, graphical representation, and presentation of data in two scientific formats. GraphPad Prism is equally useful for both educational purposes and large enterprises to view the understandable statistics of the organization.

It is a way to represent the data in a 2D graphing and statistical method. The main technical features of GraphPad Prism are mathematical comparison system, column statistics, linear regression & correlation, non-linear regression, clinical lab statistics, and many more. The availability of the unique system of analysis checklist allows the users to check the data for possible errors after finishing the data.

#13 QuickCalcs

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QuickCalcs is a combination of various calculators and statistical methods. The calculators available here can be used for categorical data, continuous data, statistical distributions & interpreting P values, random numbers, chemical & radio-chemical data, analyzing, etc. Move to its official website to access all these calculators and choose the one you want to use.

The categorical data calculator provides the users with the solution of Fisher’s, Chi-Square, McNemar’s, and NNT. Continuous data system contains the solution for descriptive statistics, detect outliner, multiple compression tests, and various other tests. Then comes the statistical distribution and P values interpretation system that is basically used to calculate the test values. In short, all these scientific calculators are best for data analysis and provide the users with the best system for creating and converting even molar solutions and performing various other functions.

#14 Tableau Desktop

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Tableau Desktop is a data visualization platform for the graphical representation of data and getting an in-depth sight of the business within few minutes. It contains almost all those tools and instruments that provide the business owners with the complete business solution of complex data issues. It is one of the best data representers and analyzers that keeps the work inflow. It is an easy and simple to use platform integrated with a hundred times faster solution for almost all business problems regarding data representation.

The drag and drop system makes it easy for the users to leverage their business skills and get the best possible output from the analytics and graphs reporting tools. Either user are working in an SQL database, spreadsheet, or in Hadoop, it will provide them with the system of connecting all these at a centralized platform. At last, there is a sharing system for better team collaboration and a perfect data-guided decision-making system.

#15 Analytica

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Analytica is the alternate of old and traditional spreadsheets and data representations used to build and represent the business models. The easy-to-use formation system enables businessmen, designers, and developers to easily create the models they are thinking about. They can even collaborate with the other team members by utilizing the communication tools. It is a platform that is used for creating, analyzing, and communicating quantitative decision models. It is also used for decision making, information visualization, numerical analysis, etc.

Its independent system named Monte Carlo enables the users to quickly evaluate risk and uncertainty and find out the solution for the variable data. It is one of the best visual software that provides an intuitive environment for creating, exploring, and sharing quantitative models. The main highlighted features of Analytica are diagram, model hierarchy, flexibility, solution for risk & uncertainty, fast execution & development, highly optimized, sharing system, elegant integration with the other tools and databases as well.

#16 R Project

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R Project is a platform for statistical computing to explore the datasets and convert any text-based data into graphs. It is a freeware application for statistical graphing and computing. It is a multiplatform application that runs on UNIX-based operating systems, Windows, and Mac. It contains the language and environment for graphics to access certain system functions. It is capable of running any program that is stored in the script files. R Project is useful for the data miners and statisticians for building the data analysis and statistical software.

It combines the features of the S programming language along with the lexical scoping. It is integrated with an extensive range of graphical and statistical features alongside classical statistical tests, time-series analyses, classification, nonlinear modeling, and linear modeling. The best about the R Project is that the R-Project instruments can be extended more via third-party extensions and functions in addition to all these statistical features. R Project is not about statistical features; it has the programming solution and provides the dozens of programming features in a command-line interpreter’s shape.

#17 GenStat

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GenStat is a statistical and data analyzing tool that basically packs multiple statistic tools and packages. It delivers the users a simple platform that is further integrated with a comprehensive system reinforced with a sophisticated programming language. It performs two basic functions of data analysis and statistical representation.

However, both types of users will be provided with an easy-to-use menu-based interface and a powerful, flexible system to organize the work throughout the project. Its command language interface will support all this process. The best part about it is the availability of an extensive range of statistical and data analyzing techniques that professional statisticians have designed. The list of features included in the solution for basic statistics, analysis of designed experiments, linear mixed models, microarray analysis, spatial analysis, time series, statistical process & control methods, survival analysis, and many others.

#18 OriginLab

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OriginLab is a data analysis tool that provides the engineers and scientists with the technical charts and system for 2D and 3D plotting and all kind of fitting, including curve and peak fitting. OriginLab is one of the best data and scientific analyzing platforms used for all sorts of statistical representations of data.

OriginLab is tailored with the requirements of the engineers and scientist that delivers the easy to use interface and the ability for advanced users to customize the graphing. OriginLab provides highly customized and configurable themes, custom reports, templates, and even programming and batch processing.

#19 Lisrel

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Lisrel is a scientific and statistical tool that provides the basic models and methods for structural equation modeling. This tool’s structural equation modeling system provides the users with the system of data management of almost all fields like social & management sciences, biological & behavioral sciences, and other professions to assess their respective models and theories. Most of the theories and models are mostly formulated as models for latent and observed variables. The latest version of this tool includes the various other statistical applications used for structural equation modeling, data manipulations, basic statistical analyses, generalized linear modeling, generalized linear modeling for multilevel data, and non-linear and hierarchical modeling.

It is the best choice for standard and multi-level structural equation modeling. Data manipulation to data generation and data transformation to logistic regression contains the solution for all types of statistical issues and data analysis. If you are looking for a statistical tool to control the complex survey designs, this is the one with a multilevel system to provide you with the control on multilevel linear and non-linear models to conduct the complex survey designs. The list of models in Lisrel for sampling distributions includes the multi-nomial, Bernoulli, binomial, and a few others.

#20 Maple

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Maple is a technical computing and statistic software designed for engineers and mathematicians to perform data analyzing and analytic functions. It is integrated with the technical features and solutions of symbolic computation and provides various other solutions for engineering. It is a way to reduce the development risk and ensure better products. It combines the features that make it easy for the users to analyze, explore, and visualize the mathematical problems.

This tool is a method to organize multiple projects and apps by using intuitive workbooks. The main highlighted features of this tool are a system for performing the new operations, solve all kinds of mathematical problems, availability of intuitive & flexible data frames, system for creating the complex level of interactive apps, perform calculations with the thermophysical system, statistical analysis, and visualization tools.

#21 SigmaPlot

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SigmaPlot is a graphing and scientific data analyzer that contains the solution of the basic graphing needs of the users. It is a graphing, statistic, and scientific data analyzer for creating exact graphs quickly and easily. The advantages of using SigmaPlot are that they quickly create exact graphs, easy data visualization, publish charts & graphs anywhere, data analysis, etc.

SigmaPlot works beyond a simple spreadsheet system and assists the users in précising their work. It assists the users in creating high-quality graphs within minutes instead of spending unlimited hours in front of traditional data analyzing platforms. SigmaPlot integrates the most of the features of MS Office as well that lets the users to easily access their data from the MS Excel spreadsheets and workbooks and present them even in the form of presentation in the MS PowerPoint.

#22 Xlstat

Freemium
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Xlstat is a tool to get the perfect data analysis in MS Excel. It is a standalone system and widely used data application integrated as an add-in for MS Excel. Being a cross-platform application, it can be used for both Windows and Mac OS X operating systems. The three main advantages are the availability of intuitive statistical and data analyzing environment, easy integration into MS Excel, and the availability of almost two hundred features.

All versions of Xlstat provide the essential statistical functionalities and tools designed according to the needs of the users. The core highlighted features are a user-friendly system for getting a grip on scientific work, solutions for almost all fields, availability in multiple international languages, availability of dialog boxes to organize data analysis and interpretation of results, and support for both automation customization.

#23 Pathomx

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Pathomx is a graphing and data analyzing tool for the analysis process with interactive data workflows. Its drag and drop and multivariate analyzing tools allow the users to speed up their analysis with the data workflows system based on Python. It is especially for the scientist and engineers by using which they can get and access open-source, custom tools and scripts. It is one of the best workflow-based analyzing platforms that deliver high-quality analytical tools to the users that maximize usability.

It is a free and open-source tool for the scientist that the professional scientist creates. It lets the users create simple to complex analysis workflows, including the univariate and multivariate through the simple to drag and drop interface. The tools and features available here are highly customizable and configurable and let the users instantly create and finish any project and immediately analyze the result. The prototype scripts created via Pathomx can be export or share with other users as well. Drag & drop analysis, multivariate analysis, pathway visualization, and custom scripting are the four basic advantages that can be accessed using this platform.

#24 NCSS

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NCSS is one of the best statistical software to get the comprehensive, easy-to-understand graphics and output of any text and numerical data. It is a computer application for statistical and data analysis. It includes over 230 documented statistical and plot procedures. The best thing about it is that it exports and imports almost all major databases, spreadsheets, and statistical file formats. It is a robust yet easy-to-use graphics and statistical program that can be used by academia, medical research, and business research purpose.

It delivers the users a system of easy-to-use and highly customizable graphics and statistical tools that easily visualize and analyze the data. It is not only about analyzing as it offers the users an advanced data management system to explore the advanced level of features to manage all data types. It comes with the basic solutions and integration of advanced level of documentation. Either you are a researcher or business professional, within few steps, you can get meaningful and reliable numeric results and easy-to-understand graphics.

#25 InStat

Free
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InStat is an amazing statistical program that is designed for sports management. It integrates the basic features of statistical jargon and a data analyzing system that lets the users analyze the data in various formats within few minutes. The five main advantages are a step-by-step guide to start the statistical analyzing process, clear analysis choices, explanations, easy-to-understand results, and a unique style of analysis checklists to reconcile the data.

A proper analysis checklist on this platform is known as the reconciliation system to verify data. It delivers a double-check system to verify the data that has not violated any of the assumptions set by the users. This system lets the users select that test aligned with the experimental design set by the users.

#26 Stata

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Stata is a professional level of statistical program for the professional integrated with the basic statistics packages and data management tools. Stata is not a single data analyzing tool; it is the set of the various graphs and statistical data representation tools based on the need of the users. Any discipline can use it, then be it is behavioral sciences, educational institutes, medicine industry, public policy, biostatistics, epidemiology, public health, or any other.

Stata is the giant house of unlimited features in which many may be common for you, but dozens will surely be new for you. The best about these features is that these further opened into other categories make it easy for the users to go with any of them. The ultimate aim of all these features is to make the work of users simple and easy.

#27 JMP

Freemium
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JMP is a data representation tool that empowers engineers, mathematicians, and scientists to explore any data visually. From a single purpose to meeting the specific requirements, this tool contains the solution for all. It is a method to find unexpected results by utilizing highly advanced features like data acquisitions, data cleanup, data visualization, basic data analysis system, filter & subset of data, design of experiments, statistical modeling, what-if analysis, sharing of results, and dozens of others.

The above-mentioned features of JMP are enough to tell that what it can do for its users. You can either use it for reliability analysis or consumer and market research because it will never let you down. The best about JMP is that it permits the users to start from any data format and then get the output in any other desired one.

#28 SPSS

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SPSS is an all one small statistical package that allows you for interactive, batched, or statistical analysis of the data. The software is dispensing a broad range of analytical tools based on nimble technological functions that pave the way for the exceptional statistical analysis. The statistical platform is facilitating you with a robust business and research solution via ad-hoc analysis and hypothesis testing. SPSS is advancing with the analysis of the survey data that allows the research agencies to get the most out of it.

The software is revolutionized its name via dispensing modern features that are a vast library of machine learning algorithms, open-source extensibility, text analysis, seamless deployment into the applications, and big data analysis. SPPS is highly flexible and scalable that is accessible for users of all skill levels and is suitable for the analysis of the projects involving complex data. The software is a time-saving option for organizations that permits them to find new opportunities for vast data analysis that, in turn, minimize the risk and enhance efficiency.

#29 Cloud stats

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Cloud stats is a statistics package that is open for everyone to analyze, giving adaptability and functionality to modern researchers. This stats generator allows you to work from any device you want, and you can do a complete range of statistical analysis in a more appropriate way. This software is allowing you to fluidize your experience in the development of the application and provides you a data that will permit you to build an application without any major errors.

You should not be worried about your internet connection working because you work offline in Cloud stats, so you will never be lagging anymore. There are multiple features on offer that works offline, installation-free setup, textbook integrated interface, send links, tools to teach coding, and more to add. Furthermore, Cloud stats is an ideal way to get done with your programming to build an intuitive interface, and novice can learn different coding having different programming language frameworks.

#30 Wabbitemu

Free
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Wabbitemu is an accurate emulator for Texas Instruments-based calculators TI-73 to TI-86. The most popular emulator for the Z80 calculator offers animated screenshots, keystroke logging and save states, etc. It is available to use on multiple platforms such as Microsoft Windows, Mac, Android, etc. This software requires a ROM image.

Wabbitemu includes an easy-to-use setup wizard that will help you to create a ROM image for your TI. It is one of the best and easy-to-understand software. After the installation, you need to bring up the menu by clicking the left edge of the screen. One of the best and most interesting things about this software is that it offers a customization option to change emulator settings to improve your working experience.