--- title: ixblog | ixpantia (2) description: Blog de ixpantia, empresa líder en ciencia de datos ¿Tienes una idea para publicar? ¡Escríbenos! Estamos siempre interesados en material e ideas nuevas. 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[![](https://www.ixpantia.com/hubfs/864e990d-2a18-45af-9f10-ee9d697080c3.png)](https://www.ixpantia.com/en/blog/code-your-r-code-probably-is-100x-slower-than-it-should-part-2) [R](https://www.ixpantia.com/en/blog/tag/r), [Big data](https://www.ixpantia.com/en/blog/tag/big-data), [Best Practices](https://www.ixpantia.com/en/blog/tag/best-practices), [Data Engineering](https://www.ixpantia.com/en/blog/tag/data-engineering), [Rust](https://www.ixpantia.com/en/blog/tag/rust) ## [Your R code is probably 100x slower than it should (Part 2)](https://www.ixpantia.com/en/blog/code-your-r-code-probably-is-100x-slower-than-it-should-part-2) ![Picture of Andrés Quintero Moreano](https://www.ixpantia.com/hs-fs/hubfs/DSC_2307-1.jpg?width=50&name=DSC_2307-1.jpg) [Andrés Quintero Moreano](https://www.ixpantia.com/en/blog/author/andres-quintero-moreano) Jul 17, 2024, 9:41:51 AM This is the second part to the “Your R code probably is 100x slower than it should” blog post. If yo... [Read more](https://www.ixpantia.com/en/blog/code-your-r-code-probably-is-100x-slower-than-it-should-part-2) [![](https://www.ixpantia.com/hubfs/821e66f3-345a-4390-84d8-bf74e4f7c08f.webp)](https://www.ixpantia.com/en/blog/a-first-look-into-tower-powerful-middleware-in-shiny) [R](https://www.ixpantia.com/en/blog/tag/r), [Data Engineering](https://www.ixpantia.com/en/blog/tag/data-engineering), [Data Architecture](https://www.ixpantia.com/en/blog/tag/data-architecture) ## [A first look into tower: Powerful middleware in Shiny](https://www.ixpantia.com/en/blog/a-first-look-into-tower-powerful-middleware-in-shiny) ![Picture of Andrés Quintero Moreano](https://www.ixpantia.com/hs-fs/hubfs/DSC_2307-1.jpg?width=50&name=DSC_2307-1.jpg) [Andrés Quintero Moreano](https://www.ixpantia.com/en/blog/author/andres-quintero-moreano) Jul 15, 2024, 5:05:28 PM This is a first look into tower, an R package dedicated to make it convenient to write custom middle... [Read more](https://www.ixpantia.com/en/blog/a-first-look-into-tower-powerful-middleware-in-shiny) [![](https://www.ixpantia.com/hubfs/0b5698e0-f9f1-4cb1-a209-ac1c705dab49.webp)](https://www.ixpantia.com/en/blog/tu-codigo-r-puede-ser-100-veces-mas-lento-de-lo-que-deberia) [R](https://www.ixpantia.com/en/blog/tag/r), [Big data](https://www.ixpantia.com/en/blog/tag/big-data), [Rust](https://www.ixpantia.com/en/blog/tag/rust), [Performance](https://www.ixpantia.com/en/blog/tag/performance) ## [Your R code probably is 100x slower than it should](https://www.ixpantia.com/en/blog/tu-codigo-r-puede-ser-100-veces-mas-lento-de-lo-que-deberia) ![Picture of Andrés Quintero Moreano](https://www.ixpantia.com/hs-fs/hubfs/DSC_2307-1.jpg?width=50&name=DSC_2307-1.jpg) [Andrés Quintero Moreano](https://www.ixpantia.com/en/blog/author/andres-quintero-moreano) Jul 8, 2024, 4:45:12 PM For the past year or so I have been working on writing performant code out of the box without interr... [Read more](https://www.ixpantia.com/en/blog/tu-codigo-r-puede-ser-100-veces-mas-lento-de-lo-que-deberia) [![](https://www.ixpantia.com/hubfs/Screenshot%202024-07-01%20at%209.49.46%20AM.png)](https://www.ixpantia.com/en/blog/experimentation-in-data-engineering-and-architecture) [Data Engineering](https://www.ixpantia.com/en/blog/tag/data-engineering), [Infrastructure as code](https://www.ixpantia.com/en/blog/tag/infrastructure-as-code), [Monitoring](https://www.ixpantia.com/en/blog/tag/monitoring), [Cloud Computing](https://www.ixpantia.com/en/blog/tag/cloud-computing), [GCP](https://www.ixpantia.com/en/blog/tag/gcp), [AWS](https://www.ixpantia.com/en/blog/tag/aws), [Data Architecture](https://www.ixpantia.com/en/blog/tag/data-architecture), [Terraform](https://www.ixpantia.com/en/blog/tag/terraform), [Experimentation](https://www.ixpantia.com/en/blog/tag/experimentation), [Cloud](https://www.ixpantia.com/en/blog/tag/cloud), [Azure](https://www.ixpantia.com/en/blog/tag/azure) ## [Experimentation in Data Engineering and Architecture](https://www.ixpantia.com/en/blog/experimentation-in-data-engineering-and-architecture) ![Picture of Kimberley Orozco Cornejo](https://www.ixpantia.com/hs-fs/hubfs/kimberley.jpeg?width=50&name=kimberley.jpeg) [Kimberley Orozco Cornejo](https://www.ixpantia.com/en/blog/author/kimberley-orozco-cornejo) Jul 1, 2024, 8:34:49 AM Summary. Obtaining an optimal and cost-effective solution in the field of Data Engineering and Archi... [Read more](https://www.ixpantia.com/en/blog/experimentation-in-data-engineering-and-architecture) [![](https://www.ixpantia.com/hubfs/main-2.png)](https://www.ixpantia.com/en/blog/crafting-a-data-and-analytics-strategy) [Succes Stories](https://www.ixpantia.com/en/blog/tag/succes-stories), [Data and Analytics](https://www.ixpantia.com/en/blog/tag/data-and-analytics), [Best Practices](https://www.ixpantia.com/en/blog/tag/best-practices), [Strategy](https://www.ixpantia.com/en/blog/tag/strategy) ## [Crafting a Data and Analytics Strategy](https://www.ixpantia.com/en/blog/crafting-a-data-and-analytics-strategy) ![Picture of Charlie Ranalli](https://www.ixpantia.com/hs-fs/hubfs/Imported%20sitepage%20images/Charlie.jpeg?width=50&name=Charlie.jpeg) [Charlie Ranalli](https://www.ixpantia.com/en/blog/author/charlie-ranalli) Jun 11, 2024, 10:14:25 AM Back in December, we introduced the ixpantia framework, shedding light on the key practices that set... [Read more](https://www.ixpantia.com/en/blog/crafting-a-data-and-analytics-strategy) [![](https://www.ixpantia.com/hubfs/blog%20banner%20(2).png)](https://www.ixpantia.com/en/blog/cpg/part2) [Data and Analytics](https://www.ixpantia.com/en/blog/tag/data-and-analytics), [Best Practices](https://www.ixpantia.com/en/blog/tag/best-practices), [Strategy](https://www.ixpantia.com/en/blog/tag/strategy), [CPG](https://www.ixpantia.com/en/blog/tag/cpg), [Consumer Packaged Goods](https://www.ixpantia.com/en/blog/tag/consumer-packaged-goods), [Revenue Growth Management](https://www.ixpantia.com/en/blog/tag/revenue-growth-management) ## [Part 2: Advanced Data Analytics in Consumer-Packaged Goods companies](https://www.ixpantia.com/en/blog/cpg/part2) ![Picture of Charlie Ranalli](https://www.ixpantia.com/hs-fs/hubfs/Imported%20sitepage%20images/Charlie.jpeg?width=50&name=Charlie.jpeg) [Charlie Ranalli](https://www.ixpantia.com/en/blog/author/charlie-ranalli) Jun 10, 2024, 8:08:05 AM In this series of articles, we explore the significant role of advanced analytics within the consume... [Read more](https://www.ixpantia.com/en/blog/cpg/part2) [![](https://www.ixpantia.com/hubfs/main-2.png)](https://www.ixpantia.com/en/blog/crafting-a-data-and-analytics_strategy) [Succes Stories](https://www.ixpantia.com/en/blog/tag/succes-stories), [Data and Analytics](https://www.ixpantia.com/en/blog/tag/data-and-analytics), [Best Practices](https://www.ixpantia.com/en/blog/tag/best-practices), [Strategy](https://www.ixpantia.com/en/blog/tag/strategy) ## [Crafting a Data and Analytics Strategy](https://www.ixpantia.com/en/blog/crafting-a-data-and-analytics_strategy) ![Picture of Charlie Ranalli](https://www.ixpantia.com/hs-fs/hubfs/Imported%20sitepage%20images/Charlie.jpeg?width=50&name=Charlie.jpeg) [Charlie Ranalli](https://www.ixpantia.com/en/blog/author/charlie-ranalli) May 29, 2024, 1:21:11 PM Back in December, we introduced the ixpantia framework, shedding light on the key practices that set... [Read more](https://www.ixpantia.com/en/blog/crafting-a-data-and-analytics_strategy) [![](https://www.ixpantia.com/hubfs/12.png)](https://www.ixpantia.com/en/blog/cpg/part1) [Data and Analytics](https://www.ixpantia.com/en/blog/tag/data-and-analytics), [Best Practices](https://www.ixpantia.com/en/blog/tag/best-practices), [Strategy](https://www.ixpantia.com/en/blog/tag/strategy), [CPG](https://www.ixpantia.com/en/blog/tag/cpg), [Revenue Strategies](https://www.ixpantia.com/en/blog/tag/revenue-strategies), [Consumer Packaged Goods](https://www.ixpantia.com/en/blog/tag/consumer-packaged-goods), [Innovation](https://www.ixpantia.com/en/blog/tag/innovation), [Digital Transformation](https://www.ixpantia.com/en/blog/tag/digital-transformation) ## [Part 1: Advanced Data Analytics in Consumer Packaged Goods Companies](https://www.ixpantia.com/en/blog/cpg/part1) ![Picture of Charlie Ranalli](https://www.ixpantia.com/hs-fs/hubfs/Imported%20sitepage%20images/Charlie.jpeg?width=50&name=Charlie.jpeg) [Charlie Ranalli](https://www.ixpantia.com/en/blog/author/charlie-ranalli) May 1, 2024, 2:39:12 PM In the ever-evolving Consumer Packaged Goods (CPG) sector, data and analytics (D&A) stands as a pivo... [Read more](https://www.ixpantia.com/en/blog/cpg/part1) [![](https://www.ixpantia.com/hubfs/Imported_Blog_Media/logo_coocique-1.png)](https://www.ixpantia.com/en/blog/center-of-excellence-step-by-step) [Succes Stories](https://www.ixpantia.com/en/blog/tag/succes-stories), [Best Practices](https://www.ixpantia.com/en/blog/tag/best-practices) ## [Step by Step Towards an Advanced Analytics and Artificial Intelligence Center of Excellence](https://www.ixpantia.com/en/blog/center-of-excellence-step-by-step) [Carmen Chacón](https://www.ixpantia.com/en/blog/author/carmen-chac%C3%B3n) Jan 5, 2024, 7:49:23 AM [Read more](https://www.ixpantia.com/en/blog/center-of-excellence-step-by-step) [First](https://www.ixpantia.com/en/blog) [Prev](https://www.ixpantia.com/en/blog) [1](https://www.ixpantia.com/en/blog) [2](https://www.ixpantia.com/en/blog/page/2) Next Last [facebook-f icon](https://www.facebook.com/ixpantia/) [linkedin-in icon](https://www.linkedin.com/company/ixpantia/) [Twitter icon](https://twitter.com/ixpantia) This is a search field with an auto-suggest feature attached. - There are no suggestions because the search field is empty. - [About Us](https://www.ixpantia.com/en/ixpantia) - [Practices](https://www.ixpantia.com/en/) - [Science and Methodology](https://www.ixpantia.com/en/science-methodology) - [Adoption & Maturity](https://www.ixpantia.com/en/products-impact) - [Engineering and Architecture](https://www.ixpantia.com/en/engineering-and-architecture) - [Industries](https://www.ixpantia.com/en/industries) - [Content](https://www.ixpantia.com/en/content) - [Events](https://www.ixpantia.com/en/events) - [Contact Us](https://www.ixpantia.com/en/contact-us) --- Copyright © 2026, ixpantia hola@ixpantia.com