diff --git a/README.md b/README.md
index eff5426..12b0310 100644
--- a/README.md
+++ b/README.md
@@ -8,43 +8,52 @@ A curated list of awesome R packages and tools. Inspired by [awesome-machine-lea
for Top 50 CRAN downloaded packages or repos with 400+

-- [Awesome R](#awesome-)
- - [2023](#2023)
- - [2020](#2020)
- - [2019](#2019)
- - [2018](#2018)
- - [Integrated Development Environments](#integrated-development-environments)
- - [Syntax](#syntax)
- - [Data Manipulation](#data-manipulation)
- - [Graphic Displays](#graphic-displays)
- - [Html Widgets](#html-widgets)
- - [Reproducible Research](#reproducible-research)
- - [Web Technologies and Services](#web-technologies-and-services)
- - [Parallel Computing](#parallel-computing)
- - [High Performance](#high-performance)
- - [Language API](#language-api)
- - [Database Management](#database-management)
- - [Machine Learning](#machine-learning)
- - [Natural Language Processing](#natural-language-processing)
- - [Bayesian](#bayesian)
- - [Optimization](#optimization)
- - [Finance](#finance)
- - [Bioinformatics and Biostatistics](#bioinformatics-and-biostatistics)
- - [Network Analysis](#network-analysis)
- - [Spatial](#spatial)
- - [R Development](#r-development)
- - [Logging](#logging)
- - [Data Packages](#data-packages)
- - [Other Tools](#other-tools)
- - [Other Interpreters](#other-interpreters)
- - [Learning R](#learning-r)
+- [Awesome R](#awesome-r)
+ - [2023](#2023)
+ - [2020](#2020)
+ - [2019](#2019)
+ - [Integrated Development Environments](#integrated-development-environments)
+ - [Syntax](#syntax)
+ - [Data Manipulation](#data-manipulation)
+ - [Data Formats](#data-formats)
+ - [Graphic Displays](#graphic-displays)
+ - [HTML Widgets](#html-widgets)
+ - [Reproducible Research](#reproducible-research)
+ - [Web Technologies and Services](#web-technologies-and-services)
+ - [Parallel Computing](#parallel-computing)
+ - [High Performance](#high-performance)
+ - [Language API](#language-api)
+ - [Database Management](#database-management)
+ - [Machine Learning](#machine-learning)
+ - [Natural Language Processing](#natural-language-processing)
+ - [Bayesian](#bayesian)
+ - [Optimization](#optimization)
+ - [Finance](#finance)
+ - [Bioinformatics and Biostatistics](#bioinformatics-and-biostatistics)
+ - [Network Analysis](#network-analysis)
+ - [Spatial](#spatial)
+ - [R Development](#r-development)
+ - [Logging](#logging)
+ - [Data Packages](#data-packages)
+ - [Other Tools](#other-tools)
+ - [Other Interpreters](#other-interpreters)
+ - [Learning R](#learning-r)
- [Resources](#resources)
- - [Websites](#websites)
- - [Books](#books)
- - [Podcasts](#podcasts)
- - [Reference Cards](#reference-cards)
- - [MOOCs](#moocs)
- - [Lists](#lists)
+ - [Websites](#websites)
+ - [Manuals](#manuals)
+ - [Tools and References](#tools-and-references)
+ - [News and Info](#news-and-info)
+ - [Books](#books)
+ - [Free and Online](#free-and-online)
+ - [Paid](#paid)
+ - [Book/monograph Lists and Reviews](#bookmonograph-lists-and-reviews)
+ - [Podcasts](#podcasts)
+ - [Reference Cards](#reference-cards)
+ - [MOOCs](#moocs)
+ - [Lists](#lists)
+ - [R Ecosystems](#r-ecosystems)
+ - [2018](#2018)
+ - [2017](#2017)
- [Other Awesome Lists](#other-awesome-lists)
- [Contributing](#contributing)
@@ -248,6 +257,7 @@ for