Data Preparation: best apps and software
Data preparation software lets analysts clean, shape, join, and enrich raw data visually before analysis or loading it into reports.

Microsoft Power BI
Microsoft Power BI is a business analytics service that enables users to visualize data, create reports, and share insights through customizable dashboards.

Microsoft Fabric
Microsoft Fabric is an integrated platform for data management and analytics, providing tools for data engineering, real-time insights, and collaboration across enterprises.

Quadratic AI
Quadratic AI is a spreadsheet app that uses AI for data analysis, allowing users to interact with data through natural language and visualize insights easily.

Rose AI
Rose AI is a tool that simplifies data research by helping users find, clean, visualize, and transform data using AI and natural language processing.

Quant Data
The Quant Data app provides real-time insights into options order flow, news, alerts, and trading activity in dark and lit pools.

Zoho Analytics
Zoho Analytics is a self-service business intelligence tool for visualizing data, creating reports, and deriving insights from various data sources.

Excelmatic
Excelmatic lets users use natural language to clean, analyze, visualize, and report spreadsheet data, producing charts, summaries, and models without coding.

Alteryx
Alteryx is a low-code data analytics platform that enables users to analyze and visualize data efficiently for informed decision-making.

Pyramid Analytics
Pyramid Analytics is a scalable business intelligence platform for data analysis, supporting self-service analytics, modeling, and reporting across various data sources.

Dataiku
Dataiku is a platform for managing and deploying data analytics and AI projects, enabling users to prepare data, build models, and generate insights effectively.

Altair One
Altair One is a platform for data analytics and simulation, offering tools for data preparation, collaboration, and real-time processing to support decision-making.

Cube Analytics
Cube Analytics is a tool for creating custom data and analytics applications, enabling users to manage, visualize, and analyze data from various sources without coding.

DataCrunch
DataCrunch is a cloud provider offering managed Machine Learning services, including dedicated GPU instances and serverless inference, optimized for ML workflows.

RapidMiner
RapidMiner is a data science platform for data preparation, machine learning, and predictive analytics, suitable for various industries and user skill levels.

KNIME
KNIME is an open-source data analytics platform that enables users to create data workflows and machine learning models using a visual interface, without extensive coding.

Zoho DataPrep
Zoho DataPrep is a no-code ETL tool for data preparation, enabling users to import, cleanse, and transform data from multiple sources for analysis.

Datablist
Datablist is a web app for importing, editing, and cleaning CSV files, offering features like duplicate detection and email verification for data management.

Talend
Talend Data Fabric is a platform for data integration and integrity, allowing businesses to collect, process, and manage data from various sources.

Displayr
Displayr is an analysis and reporting software designed for market researchers to import, analyze, and visualize data, creating reports and dashboards efficiently.

Ingestro
An AI-based data import tool that helps SaaS teams map, validate, clean, and load customer data from files and external sources into their systems.

Zerve
AI-assisted data workspace for exploration, cleaning, analysis, visualization, ML model building and deployment via chat or code, with integrations to external data sources and compute.

Mozart Data
Mozart Data is a platform for centralizing and managing data from various sources, simplifying data workflows and analysis for users.

DataSquirrel AI
DataSquirrel AI automates data cleaning and visualization, enabling users to easily analyze data and create reports without technical skills.

Morph
Morph is a no-code data management tool for storing, managing, analyzing, and visualizing data without programming knowledge, suitable for various professionals.

Hevo Data
Hevo Data is a no-code platform that automates data integration, allowing companies to centralize data from various sources for analytics and reporting.

Mammoth
Mammoth is a no-code data management platform that allows users to easily transform and analyze data from various sources.

Anomaly AI
Anomaly AI automates analysis and anomaly detection on large datasets, cleans and normalizes data, extracts insights, and creates shareable dashboards. Integrates with BigQuery, Excel, GA4.

Improvado
Improvado is a marketing analytics platform that automates data collection and analysis from over 500 sources, providing insights and customized solutions for enterprises.

Coupler.io
Coupler.io is a no-code data integration and analytics platform for automating data flows and reporting from various sources like Google Sheets and Salesforce.

RowSpeak
AI spreadsheet assistant that lets users ask Excel questions in plain English and get answers, charts, and data analysis.

Optimo Analytics
Optimo Analytics is a platform for automating and managing digital analytics, providing tools for data visualization, analysis, and reporting across various data sources.

Savant Labs
Savant Labs is a no-code analytics automation platform that allows users to analyze data from multiple sources and automate workflows using a drag-and-drop interface.

TimeXtender
TimeXtender automates data integration workflows, allowing users to efficiently prepare and manage business-ready data with a low-code platform.

Xplenty
Xplenty is a cloud-based data integration tool that consolidates data from various sources into a unified repository with user-friendly transformation tools.

Parabola
Parabola is a workflow automation platform that streamlines data integration and transformation tasks, allowing users to automate processes without coding.

Acho
Acho is a no-code data platform for connecting, transforming, and analyzing business data in a single location.

Integrate.io
Integrate.io is a low-code platform for data integration and ETL, enabling users to automate data workflows and prepare data for various applications.

Clever CSV
Clever CSV is an AI platform for bulk content creation and data analysis using Excel, Google Sheets, and WordPress, facilitating efficient workflow for users.

Skyvia
Skyvia is a cloud data platform for no-code data integration, backup, management via SQL, and data access using OData.

Cleanlab
Cleanlab is a no-code platform that automates data quality checks and corrections for datasets, improving machine learning and analytics reliability.

Prophecy
Prophecy is a low-code data integration platform that helps teams build and manage data pipelines efficiently, leveraging AI for automation.

BigGeo
BigGeo processes and manages large-scale geospatial data, enabling integration, transformation, quality assessment, feature engineering, SQL queries, and spatial analysis/visualization.

ClicData
ClicData is a cloud-based data analytics platform for data integration, management, visualization, and sharing, enabling users to analyze and report on performance metrics easily.

Definite
Definite simplifies data analytics and business intelligence with automated data extraction, a secure data warehouse, cleaning functions, and a user-friendly BI tool.

Datacoral
Datacoral is a no-code data transformation tool that simplifies data processing with 80+ connectors, enabling efficient workflows without managing infrastructure.

hiData
AI tool for data work that cleans spreadsheets, analyzes data, and creates reports, charts, and presentations from files or connected databases.

Datastripes
Browser-based data engine to build visual drag-and-drop pipelines, prepare and analyze data with AI assistance, and create dashboards, narrated charts, and audio summaries.

Ascend.io
Ascend.io is a data engineering platform for building, automating, and managing data pipelines using Python or SQL, via UI forms or code, with versioning and real-time previews.

datumo
Datumo maintains CRM data quality by cleaning, updating, and enriching customer information for improved customer experience.

Matillion
Matillion is a cloud-native data integration and transformation platform that builds, runs, and orchestrates ELT pipelines for cloud data warehouses, with connectors and governance.

Flatfile
Flatfile is a data integration platform that simplifies data import, mapping, and management, enabling efficient handling of complex data workflows.

Etleap
Etleap is an ETL platform that automates data integration, allowing users to extract, transform, and load data into warehouses with minimal coding and quick maintenance tasks.

Rivery
Rivery is a SaaS platform for automating data integration, providing tools for data ingestion, transformation, and orchestration using pre-built connectors.

Querri
Querri simplifies data management by allowing users to clean, combine, and analyze data through natural language queries, supporting various data transformations.

Keboola
Keboola is a cloud-based data integration platform that connects databases, automates data workflows, and supports extraction, transformation, and analysis of data.

editCSVonline
EditCSVonline lets you open, view, edit, clean, merge and save CSV files directly in your browser (import from device or URL). All processing is local; no account required.

DeepDive
DeepDive is an AI business strategy platform that helps businesses create, execute, monitor, and evaluate strategies with real-time insights, financial metrics, and productivity tracking.

Engagico
Cleans, deduplicates, merges, and formats contact lists for accurate import into CRMs (e.g., HubSpot, Salesforce), removing duplicates, formatting phones, and handling unsubscribes.

Opinum
Opinum is a data management platform for water and energy sectors, facilitating data wrangling, processing, visualization, and alerts to support digitalization efforts.

Quantemplate
Quantemplate is a data integration and analytics platform for insurance, automating data preparation and enabling informed decision-making without coding.