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Data Analysis Tools
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Microsoft Excel
A spreadsheet tool used for data analysis, financial modeling, and data visualization through charts and pivot tables.
Python (Pandas + NumPy)
Programming language with libraries like Pandas and NumPy for numerical data manipulation, analysis, and visualization.
Alteryx
An American computer software company based in Irvine, California, with a self-service data analytics tool that specialists can utilize to prep, blend, and analyze all their data using a repeatable workflow.
Power BI
A suite of business analytics tools from Microsoft that deliver insights throughout your organization with easy-to-use dashboards, reports, and data visualization tools.
Apache Spark
An open-source distributed general-purpose cluster-computing framework with in-memory data processing capabilities, and support for machine learning and graph processing.
SQL
A domain-specific language used in programming and designed for managing data held in a relational database management system (RDBMS).
QlikView/Qlik Sense
A suite of data visualization and business intelligence tools with powerful analytics and associative data indexing engine for interactive data visualizations.
Google Analytics
A web analytics service offered by Google that tracks and reports website traffic, currently as a platform inside the Google Marketing Platform brand.
Microsoft Access
An information management tool that helps you store information for reference, reporting, and analysis using database management system (DBMS) tools to create and manage a database.
MATLAB
A multi-paradigm numerical computing environment and proprietary programming language developed by MathWorks for matrix calculations, implementing algorithms, and data visualization.
Domo
A cloud-based business intelligence platform that consolidates data from various sources and offers data visualization and collaboration features.
KNIME
An open-source data analytics, reporting and integration platform that allows for the traversal of data through drag and drop and a modular data pipelining concept.
SPSS (IBM)
A software package used for interactive, or batched, statistical analysis. It provides data analysis for descriptive and bivariate statistics, numerical outcome predictions and group identification.
R
An open-source programming language and software environment for statistical computing and graphics, widely used among statisticians and data miners.
Looker
A business-intelligence tool and big data analytics platform that helps you explore, analyze and share real-time business analytics easily.
SAS
A software suite for advanced analytics, multivariate analyses, business intelligence, data management, and predictive analytics.
Stata
A complete, integrated statistical software package that provides everything you need for data analysis, data management, and graphics.
Tableau
A powerful data visualization tool used for creating interactive and shareable dashboards that illustrate trends, variations, and density of the data.
RapidMiner
An open-source platform for data science, with integrated data mining and machine learning procedures including data loading, data transformation, model building, and validation.
Hadoop
An open-source software framework used for distributed storage and processing of big data sets using the MapReduce programming model.
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