Data Preparation Software Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Data Preparation Software
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
Data Preparation Software Articles
Data Manipulation Explained: 5 Best Practices for Quality Data
While working with disparate data, you need to organize, clean, and transform it to use it in your decision-making process.
by Sagar Joshi
What Is Database Normalization? Types and Examples
Without adequate data collection and analysis, decision-making in any organization often goes haywire.
by Sagar Joshi
What Is Data Wrangling? How It Enables Faster Analysis
Businesses managing massive data volume face complexities in making sense of it.
by Sagar Joshi
A Brief History of Data and the Birth of Analytics Platforms
The story of the first business computer could not be more British if it tried.
by Tom Pringle
Data Preparation Software Glossary Terms
Data Preparation Software Discussions
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Question on: Altair Monarch
What is data preparation?Achieving critical business objectives with data no longer requires hours of manual work.
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Data preparation is the process of getting data ready for analytics and/or consumption. This includes collecting data from various locations and systems (CRM, Financial, Inventory, Local files, etc.), extracting data from non-analytical sources, like PDFs and text, correcting errors, reconciling nulls or blank cells and cleanly merging data from several different sources and formats. Data prep is also referred to as data cleansing, manipulation, blending, munging or wrangling.
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Question on: Tableau
How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?
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It helps in making very complex visualization in just few clicks. The learning curve is also very shallow. I use it to present client't complex data in simple graphs which are very easy to understand.
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Business analyst are using Tableau Pulse to get automated and AI-driven insights and KPI alerts delivered in plain English directly to their email and Slack.
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Question on: TIMi
What is TIMi Suite used for?What is TIMi Suite used for?
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TIMi is used for 3 main purpose:
- simplify Data Intetration: with native connection to most data sources, our ETL tool makes it easy to join, aggregate, and perform all the tasks without having to write a single line of code, and with total control on processing costs
- Expand Data Preparation capabilities and reduce processing time: our ETL is the fastest in the market, and requires only a small amount of RAM to process even terabytes of data, faster than any other in-ram tool
- simplify Data Science and predictive modeling: whether you need autoML on large information with TIMi Modeler, or access to regular algorithms in a single click, TIMi will do the job.
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Data Preparation Software Reports
Mid-Market Grid® Report for Data Preparation
Spring 2026
G2 Report: Grid® Report
Grid® Report for Data Preparation
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Data Preparation
Spring 2026
G2 Report: Grid® Report
Momentum Grid® Report for Data Preparation
Spring 2026
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for Data Preparation
Spring 2026
G2 Report: Grid® Report
Enterprise Grid® Report for Data Preparation
Winter 2026
G2 Report: Grid® Report
Small-Business Grid® Report for Data Preparation
Winter 2026
G2 Report: Grid® Report
Mid-Market Grid® Report for Data Preparation
Winter 2026
G2 Report: Grid® Report
Grid® Report for Data Preparation
Winter 2026
G2 Report: Grid® Report
Momentum Grid® Report for Data Preparation
Winter 2026
G2 Report: Momentum Grid® Report






