1. [Home](https://www.g2.com/) 2. ... 3. [ETL Tools](https://www.g2.com/categories/etl-tools) 4. [lyftrondata Discussions](https://www.g2.com/products/lyftrondata/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_eaf5e066fa1fd30af0dc3d2e308b6185/lyftrondata.png "Product Avatar Image") ](/products/lyftrondata/reviews) [ lyftrondata ](/products/lyftrondata/reviews) (135)4.9/5 Your ultimate next-gen agile, data delivery platform with modern cloud data warehouse & lake. Create and manage all of your data workloads on one platform. Boost the productivity of your data professionals and shorten your time to value in order to deliver modern and integrated data solutions swiftly from anywhere in your organization. We build the best data models around various source API’s, to ensure you will get all of your data and can query the non relational source like API/Json/XML with ANSI Sql. Move on if you data platform is not moving you forward with Lyftron govern and secure data delivery platform for your data migration and modernization needs as Lyftron eliminates traditional ETL/EDW bottlenecks with automatic data pipeline & modern next-gen cloud warehouse which makes data instantly accessible to BI user with the modern cloud compute of Spark & Snowflake. Lyftron connectors automatically convert any source into normalized, ready-to-query relational format and provide search capability on your enterprise data catalog. At Lyftron Data, we eliminate the time spent by engineers building data pipelines manually- and make data instantly accessible to analysts by providing real-time access to all your data with simple ANSI SQL. Our pre-built connectors automatically deliver data to warehouses in normalized, ready-to-query schemas and provide data governance and sensitive data encryption capability. Show More * * * ### 90 Discussions ### 93 Participants ### 95.0 Nps Score Already have lyftrondata? ### All lyftrondata Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Shivangi M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shivangi M.") SM Loading... [Shivangi M.](https://www.g2.com/users/ef830ee3-377e-4afd-941f-c094308d4c30 "Shivangi M.") • almost 6 years ago More Options - [ # Is it possible to retrieve archived versions of data? ](/discussions/31017-is-it-possible-to-retrieve-archived-versions-of-data) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Tauseef K.](https://www.g2.com/users/5391a611-7c7f-467a-8bc7-544808c0b04b "Tauseef K.") • almost 6 years ago More Options - [ # Would like to know more on the data protection policy of Lyftron? ](/discussions/31015-would-like-to-know-more-on-the-data-protection-policy-of-lyftron) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Aline B.](https://www.g2.com/users/ba1c353e-8564-41d4-acfc-029d0196102a "Aline B.") • almost 6 years ago More Options - [ # Does Lyftron provide any prebuild pipelines? ](/discussions/31014-does-lyftron-provide-any-prebuild-pipelines) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Tahir A.](https://www.g2.com/users/c8b6e87d-f1b0-4974-9053-8ad0c3b9b017 "Tahir A.") • almost 6 years ago More Options - [ # Does Lyftron support non-sql based migration too? ](/discussions/30932-does-lyftron-support-non-sql-based-migration-too) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Aqueel A.](https://www.g2.com/users/fee89ce4-36f4-4658-b420-cf9828042c32 "Aqueel A.") • almost 6 years ago More Options - [ # Can Lyftron further automate API json normalization ](/discussions/30798-can-lyftron-further-automate-api-json-normalization) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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Can Lyftron notify us where data sources change? ](/discussions/30769-our-data-sources-are-very-dynamic-can-lyftron-notify-us-where-data-sources-change) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Raju S.](https://www.g2.com/users/cd396764-ef24-4818-9a8d-484d7b47e048 "Raju S.") • almost 6 years ago More Options - [ # Is Lyftron HIPAA compliant? ](/discussions/30711-is-lyftron-hipaa-compliant) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Indrakaran P.](https://www.g2.com/users/16971635-806c-44a9-925f-81c0abe1392e "Indrakaran P.") • almost 6 years ago More Options - [ # Does Lyftron sell permanent cloud storage /warehousing space? ](/discussions/30497-does-lyftron-sell-permanent-cloud-storage-warehousing-space) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Ayyappa S.](https://www.g2.com/users/52553910-6377-4073-9d84-3a47027f16bf "Ayyappa S.") • almost 6 years ago More Options - [ # Does Lyftron have / plans on having an in-house data visualization solution? ](/discussions/30451-does-lyftron-have-plans-on-having-an-in-house-data-visualization-solution) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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[Usman F.](https://www.g2.com/users/115f6966-0f63-41f4-b944-8e94f434c619 "Usman F.") • almost 6 years ago More Options - [ # Curious to know if Lyftron stores userdata? ](/discussions/30428-curious-to-know-if-lyftron-stores-userdata) [ ETL Tools ](https://www.g2.com/tags/etl-tools) * * * \<0\>0\>Upvotes * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.&title=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=lyftrondata+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5&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%2Flyftrondata%2Fdiscuss%3Fpage%3D5) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=lyftrondata+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Flyftrondata%2Fdiscuss%3Fpage%3D5%0aAsk+lyftrondata+questions+and+get+answers+from+expert+users+in+our+lyftrondata+Discussions+section.) 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