1. [Home](https://www.g2.com/) 2. ... 3. [Data Preparation Software](https://www.g2.com/categories/data-preparation) 4. [Rapidminer Monarch Discussions](https://www.g2.com/products/rapidminer-monarch/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_ee17796061589e2a79a55be43c8f67cc/rapidminer-monarch.png "Product Avatar Image") ](/products/rapidminer-monarch/reviews) [ Rapidminer Monarch ](/products/rapidminer-monarch/reviews) (92)4.5/5 An industry leader with over 30 years of experience in data discovery and transformation, Altair Monarch offers the fastest and easiest way to extract data from any source. Simple to construct workflows that require no coding enable users to collaborate as they transform difficult data such as PDFs spreadsheets, text files, as well as from big data and other structured sources, into rows and columns. Whether data is on premises or in the cloud, Altair can automate preparation tasks for expedited results and deliver data you trust for smart business decision making. To learn more about Altair Monarch or download a free version of its enterprise software, please click the links below. Show More * * * ### 68.0 Nps Score Already have Rapidminer Monarch? ### All Rapidminer Monarch Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • almost 2 years ago More Options - [ # What do you like most about Altair Monarch for data preparation, and what improvements would you suggest? ](/discussions/what-do-you-like-most-about-altair-monarch-for-data-preparation-and-what-improvements-would-you-suggest) What do you like most about Altair Monarch for data preparation, and what improvements would you suggest? [ Data Preparation Software ](https://www.g2.com/tags/data-preparation-software)[ Data Extraction Tools ](https://www.g2.com/tags/data-extraction-tools) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.&title=Rapidminer+Monarch+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Rapidminer+Monarch+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Rapidminer+Monarch+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss%0aAsk+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.) 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[ Data Preparation Software ](https://www.g2.com/tags/data-preparation-software)[ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.&title=Rapidminer+Monarch+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Rapidminer+Monarch+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Rapidminer+Monarch+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss%0aAsk+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Rapidminer+Monarch+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss%0aAsk+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • almost 9 years ago Posted by Rapidminer Monarch Posted by Rapidminer Monarch More Options - [ # What is data preparation? ](/discussions/achieving-critical-business-objectives-with-data-no-longer-requires-hours-of-manual-work) Achieving critical business objectives with data no longer requires hours of manual work. [ Data Extraction Software ](https://www.g2.com/tags/data-extraction-software)[ Data Preparation Software ](https://www.g2.com/tags/data-preparation-software) * * * (true)\<0\>0\>Upvotes (false) * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.&title=Rapidminer+Monarch+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Rapidminer+Monarch+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Rapidminer+Monarch+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Frapidminer-monarch%2Fdiscuss%0aAsk+Rapidminer+Monarch+questions+and+get+answers+from+expert+users+in+our+Rapidminer+Monarch+Discussions+section.) 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