[ Google ... Reviews ](https://www.g2.com/products/google-cloud-dataprep/reviews) [ Google ... Reviews ](https://www.g2.com/products/google-cloud-dataprep/reviews) # Google Cloud Dataprep Features ##### ## Database (3) Real-Time Data Collection Collects, stores, and organizes massive, unstructured data in real time Data Distribution Facilitates the disseminating of collected big data throughout parallel computing clusters Data Lake Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. Show More ##### ## Integrations (2) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Platform (3) Machine Scaling Facilitates solution to run on and scale to a large number of machines and systems Data Preparation Curates collected data for big data analytics solutions to analyze, manipulate, and model Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Processing (2) Cloud Processing Moves big data collection and processing to the cloud Workload Processing Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems Show More ##### ## Data Source Access (3) Breadth of Data Sources Provides a wide range of possible data connections, including cloud applications, on-premise databases, and big data distributions, among others Ease of Data Connectivity Allows businesses to easily connect to any data source API Connectivity Offers API connections for cloud-based applications and data sources Show More ##### ## Data Interaction (8) Profiling and Classification Permits profiling of data sets for increased organization, both by users and machine learning Metadata Management Indexes metadata descriptions for easier searching and enhanced insights Data Modeling Tools to (re)structure data in a manner that enables quick and accurate insight extraction Data Joining Allows self-service joining of tables Data Blending Provides the ability to combine data sources into one data set Data Quality and Cleansing Allows users and administrators to easily clean data to maintain quality and integrity Data Sharing Offers collaborative functionality for sharing queries and data sets Data Governance Ensures user access management, data lineage, and data encryption Show More ##### ## Data Exporting (3) Breadth of Integrations Provides a wide range of possible integrations, including analytics, data integration, master data management, and data science tools Ease of Integrations Allows businesses to easily integrate with analytics, data integration, master data management, and data science tools Data Workflows Operationalizes data workflows to easily scale repeatable preparation needs Show More ##### ## Generative AI (2) AI Text Generation Allows users to generate text based on a text prompt. Generative AI Use AI to generate content in the form of text, images, videos, etc. Show More ##### ## Additional Functionality (9) Data Analysis Tools Analyze survey results via statistical testing or crosstabs directly within the software AI/Machine Learning Software program that continuously adjusts its behavior based on observed data Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Reporting/Analytics View and track pertinent metrics to find patterns and gain insights from data AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Data Mapping Track the management and flow of data throughout the organization ETL Process of extracting, transforming, and loading data Big Data Analytics Examine large amounts of data to uncover hidden patterns, correlations, and other insights Data Quality Control Establish guidelines about how much and what kind of data can be stored in the repository Show More ## Top-Rated Alternatives [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Alteryx 4.6/5(894) ](https://www.g2.com/products/alteryx/reviews) [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,366) ](https://www.g2.com/products/databricks/reviews) [ ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau") Tableau 4.4/5(3,787) ](https://www.g2.com/products/tableau/reviews) [ View All Alternatives ](https://www.g2.com/products/google-cloud-dataprep/competitors/alternatives) Google Cloud Dataprep Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_0c51d2c2e5f85fe45126eb818f748267/google-cloud-dataflow.png "Product Avatar Image") Google Cloud Dataflow 4.2/5(45) [ Compare Now ](https://www.g2.com/compare/google-cloud-dataflow-vs-google-cloud-dataprep) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2c6c77d8284b2f6609c2f9dc0ba6b5a9/alteryx.png "Product Avatar Image") Alteryx 4.6/5(894) [ Compare Now ](https://www.g2.com/compare/alteryx-vs-google-cloud-dataprep) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_0c51d2c2e5f85fe45126eb818f748267/google-cloud-managed-service-for-apache-spark.png "Product Avatar Image") Google Cloud Managed Service for Apache Spark 4.3/5(18) [ Compare Now ](https://www.g2.com/compare/google-cloud-dataprep-vs-google-cloud-managed-service-for-apache-spark) ##### Categories on G2 [Data Preparation](https://www.g2.com/categories/data-preparation)[Big Data Processing and Distribution](https://www.g2.com/categories/big-data-processing-and-distribution) ##### Explore More [What are the best reputation management services platforms for teams evaluating solutions before full commitment?](https://www.g2.com/discussions/what-are-the-best-reputation-management-services-platforms-for-teams-evaluating-solutions-before-full-commitment)[Is Everlaw worth it for government public records management?](https://www.g2.com/discussions/is-everlaw-worth-it-for-government-public-records-management)[Is BriteCore worth it as an insurance policy administration platform for carriers that need to minimise extended implementation timelines and costly customisation?](https://www.g2.com/discussions/is-britecore-worth-it-as-an-insurance-policy-administration-platform-for-carriers-that-need-to-minimise-extended-implementation-timelines-and-costly-customisation) [What lead retrieval tools and event platforms actually exist and how do they stack up for a B2B team doing several industry trade shows each year?](https://www.g2.com/discussions/what-lead-retrieval-tools-and-event-platforms-actually-exist-and-how-do-they-stack-up-for-a-b2b-team-doing-several-industry-trade-shows-each-year)[best marketing automation software](https://www.g2.com/discussions/what-s-some-of-the-best-marketing-automation-software-available-right-now-to-software-buyers)[Best-rated CPQ platforms for startups](https://www.g2.com/discussions/what-are-the-best-rated-cpq-platforms-for-startups) [Show MoreShow Less](javascript:void(0);)