diff --git a/lists/44bits-awesome-opensource-documents.md b/lists/44bits-awesome-opensource-documents.md
index dfab7710ef..99d8963487 100644
--- a/lists/44bits-awesome-opensource-documents.md
+++ b/lists/44bits-awesome-opensource-documents.md
@@ -818,7 +818,7 @@ This is not a list of free programming books. This is a curated list of open sou
### Korean
-* 점프 투 파이썬 ([Site][site-jump-to-python], cc-nc-nd) - 이 책은 파이썬이란 언어를 처음 접해보는 독자들과 프로그래밍을 한 번도 해 본적이 없는 사람들을 대상으로 한다. 프로그래밍을 할 때 사용되는 전문적인 용어들을 알기 쉽게 풀어서 쓰려고 노력하였으며, 파이썬이란 언어의 개별적인 특성만을 강조하지 않고 프로그래밍 전반에 관한 사항을 파이썬이란 언어를 통해 알 수 있도록 알기 쉽게 설명하였다.
+* 점프 투 파이썬 ([Site][site-jump-to-python], cc-nc-nd) - 이 책은 파이썬이란 언어를 처음 접해보는 독자들과 프로그래밍을 한 번도 해 본적이 ��는 사람들을 대상으로 한다. 프로그래밍을 할 때 사용되는 전문적인 용어들을 알기 쉽게 풀어서 쓰려고 노력하였으며, 파이썬이란 언어의 개별적인 특성만을 강조하지 않고 프로그래밍 전반에 관한 사항을 파이썬이란 언어를 통해 알 수 있도록 알기 쉽게 설명하였다.
* [emacsbook][repo-emacsbook] (cc-nc)
* 꾸준히, 자유롭게, 즐겁게 : 한국 오픈 소스 개발자들 이야기 ([Site][site-osdi], cc-nc-nd)
diff --git a/lists/Solido-awesome-flutter.md b/lists/Solido-awesome-flutter.md
index c5d4ce4078..f86bcfcc52 100644
--- a/lists/Solido-awesome-flutter.md
+++ b/lists/Solido-awesome-flutter.md
@@ -453,7 +453,7 @@ Simon Binder](https://github.com/simolus3)
### Widgets
- [Hooks  ](https://github.com/rrousselGit/flutter_hooks) [3119⭐] - Advanced code sharing between widgets by [Remi Rousselet](https://github.com/rrousselGit)
-- [Functional widget  ](https://github.com/rrousselGit/functional_widget) [595⭐] - Code generator writing widgets as functions with annotations by [Remi Rousselet](https://github.com/rrousselGit)
+- [Functional widget  ](https://github.com/rrousselGit/functional_widget) [595���] - Code generator writing widgets as functions with annotations by [Remi Rousselet](https://github.com/rrousselGit)
### Data
@@ -786,7 +786,7 @@ This section contains libraries that take an experimental or unorthodox approach
- Meetup [Flutter Peru](https://meetup.com/Flutter-Peru/)
- Twitter [Flutter Peru](https://twitter.com/FlutterPeru)
-### ���🇺 Russia
+### 🇷🇺 Russia
- [Telegram](https://t.me/rudart)
- [Telegram - Oh, my Flutter](https://t.me/ohmyflutter)
diff --git a/lists/analysis-tools-dev-static-analysis.md b/lists/analysis-tools-dev-static-analysis.md
index d29fde8b95..a0d49b7c25 100644
--- a/lists/analysis-tools-dev-static-analysis.md
+++ b/lists/analysis-tools-dev-static-analysis.md
@@ -703,7 +703,7 @@ Its technology helps developers automate testing, find bugs, and reduce manual l
- [aether](http://aetherjs.com) :warning: — Lint, analyze, normalize, transform, sandbox, run, step through, and visualize user JavaScript, in node or the browser.
-- [Closure Compiler](https://developers.google.com/closure/compiler) — A compiler tool to increase efficiency, reduce size, and provide code warnings in JavaScript files.
+- [Closure Compiler](https://developers.google.com/closure/compiler) �� A compiler tool to increase efficiency, reduce size, and provide code warnings in JavaScript files.
- [ClosureLinter  ](https://github.com/google/closure-linter) :warning: — Ensures that all of your project's JavaScript code follows the guidelines in the Google JavaScript Style Guide. It can also automatically fix many common errors.
diff --git a/lists/aniftyco-awesome-tailwindcss.md b/lists/aniftyco-awesome-tailwindcss.md
index b6d62f6a01..781129f82c 100644
--- a/lists/aniftyco-awesome-tailwindcss.md
+++ b/lists/aniftyco-awesome-tailwindcss.md
@@ -273,7 +273,7 @@
- 🚀 [Dogpatch  ](https://github.com/jack-pallot/dogpatch) - WordPress starter using webpack, Vue, Babel and Tailwind CSS.
- 🚀 [Next.js Starter  ](https://github.com/oddstronaut/tailwind-next) - Next.js boilerplate using Tailwind CSS.
- 🚀 [Sapper & Svelte Starter  ](https://github.com/EricPKerr/sapper-tailwindcss-starter) - Svelte boilerplate using Sapper, Tailwind CSS, Purge CSS, Prettier and ESLint.
-- �� [Netlify Lambda Starter  ](https://github.com/HugoDF/netlify-lambda-tailwind-static-starter) - Netlify Lambda boilerplate using Tailwind CSS.
+- 🚀 [Netlify Lambda Starter  ](https://github.com/HugoDF/netlify-lambda-tailwind-static-starter) - Netlify Lambda boilerplate using Tailwind CSS.
- 🚀 [Hugo Theme Starter with Tailwind CSS  ](https://github.com/dirkolbrich/hugo-theme-tailwindcss-starter) - Hugo theme starter using Tailwind CSS.
- 🚀 [Eleventy Web Starter  ](https://github.com/scottishstoater/jamstack-web-starter) - Starter kit using Eleventy, Tailwind CSS, webpack and PostCSS.
- 🚀 [Nanoc Starter  ](https://github.com/arkency/nanoc-parcel-tailwind-starter) - Nanoc starter using Tailwind CSS.
diff --git a/lists/avelino-awesome-go.md b/lists/avelino-awesome-go.md
index 78134fadc4..b0e40992e4 100644
--- a/lists/avelino-awesome-go.md
+++ b/lists/avelino-awesome-go.md
@@ -361,7 +361,7 @@ _Libraries and tools help with build automation._
_Libraries for building Console Applications and Console User Interfaces._
-- [asciigraph  ](https://github.com/guptarohit/asciigraph) - Go package to make lightweight ASCII line graph ╭┈�� in command line apps with no other dependencies.
+- [asciigraph  ](https://github.com/guptarohit/asciigraph) - Go package to make lightweight ASCII line graph ╭┈╯ in command line apps with no other dependencies.
- [aurora  ](https://github.com/logrusorgru/aurora) - ANSI terminal colors that support fmt.Printf/Sprintf.
- [box-cli-maker  ](https://github.com/Delta456/box-cli-maker) - Make Highly Customized Boxes for your CLI.
- [bubble-table  ](https://github.com/Evertras/bubble-table) - An interactive table component for bubbletea.
diff --git a/lists/iamericfletcher-awesome-r-learning-resources.md b/lists/iamericfletcher-awesome-r-learning-resources.md
index e3156723d6..cbe0a86f69 100644
--- a/lists/iamericfletcher-awesome-r-learning-resources.md
+++ b/lists/iamericfletcher-awesome-r-learning-resources.md
@@ -130,7 +130,7 @@
- [Tony ElHabr](https://tonyelhabr.rbind.io/) - Tony ElHabr is passionate mostly about energy markets and sports analytics. His blog provides detailed tutorials, project explanations, and presentations.
- [Cédric Scherer](https://cedricscherer.netlify.app/) - Cédric Scherer is a graduated computational ecologist and freelance data visualization expert who has created visualizations across all disciplines, purposes, and styles and regularly teaches data visualization principles, R, and ggplot2.
- [Data Imaginist](https://www.data-imaginist.com/) - Thomas Lin Pedersen is a data scientist turned software engineer who focuses on improving researchers’ interactions with the data they produce.
-- [Data meets Narrative](http://www.rebeccabarter.com/blog/) - Rebecca Barter enjoys making sense of complex, messy and sometimes nonsensical datasets, such as electronic health records, and insurance claims. Her dual passions are explaining “seemingly complicated” concepts to others in plain English, and exploring and uncovering the stories that underlie complex datasets.
+- [Data meets Narrative](http://www.rebeccabarter.com/blog/) - Rebecca Barter enjoys making sense of complex, messy and sometimes nonsensical datasets, such as electronic health records, and insurance claims. Her dual passions are explaining “seemingly complicated��� concepts to others in plain English, and exploring and uncovering the stories that underlie complex datasets.
- [HighlandR](https://johnmackintosh.net/) - John Mackintosh's blog is a place for him to showcase demonstrations or workshops, notes he's learned at work, chart makeovers, and techniques and technology that he doesn't currently use in his role.
- [Julia Silge](https://juliasilge.com/blog/) - Julia Silge is a data scientist and software engineer at RStudio where she work on open source modeling tools. She is passionate about making beautiful charts, the statistical programming language R, Jane Austen, black coffee, and red wine.
- [Musings on R](https://martinctc.github.io/blog/) - A blog on all things R and Data Science by Martin Chan. Topics covered include comparing dplyr and data.table, Shiny apps, ggplot, data cleaning, using RStudio, interviews with other R users/data scientists, and web scraping.
diff --git a/lists/jagracey-Awesome-Unicode.md b/lists/jagracey-Awesome-Unicode.md
index 6e7737332d..cd84940f6d 100644
--- a/lists/jagracey-Awesome-Unicode.md
+++ b/lists/jagracey-Awesome-Unicode.md
@@ -254,7 +254,7 @@ The Unicode Consortium published a [general punctuation chart](http://www.unicod
| `' '` | U+1680 OGHAM SPACE MARK | a space that looks like a dash. Great to bring programmers close to madness: 1 + 2 === 3. |
| `';'` | U+037E GREEK QUESTION MARK | a look-alike to the semicolon. Also a fun way to annoy developers. |
| `''` | U+202D | change the text direction to Left-to-Right. |
-| `''` | U+202E | change the text direction to Right-to-Left: |
+| `'���'` | U+202E | change the text direction to Right-to-Left: |
| `'ꓸ'` | U+A4F8 LISU LETTER TONE MYA TI |A lookalike for the period character. |
| `'ꓹ'` | U+A4F9 LISU LETTER TONE NA PO |A lookalike for the comma character.|
| `'ꓼ'` | U+A4FC LISU LETTER TONE MYA NA |A lookalike for the semi-colon character.|
diff --git a/lists/ripienaar-free-for-dev.md b/lists/ripienaar-free-for-dev.md
index f24880fab3..35e2bf0709 100644
--- a/lists/ripienaar-free-for-dev.md
+++ b/lists/ripienaar-free-for-dev.md
@@ -338,7 +338,7 @@ This list results from Pull Requests, reviews, ideas, and work done by 1600+ peo
* [SaturnCloud](https://saturncloud.io/) - Data science cloud environment that allows running Jupyter notebooks and Dask clusters. Thirty hours of free computation and 3 hours of Dask per month.
* [Scraper's Proxy](https://scrapersproxy.com) — Simple HTTP proxy API for scraping. Scrape anonymously without having to worry about restrictions, blocks, or captchas. First 100 successful scrapes per month free including javascript rendering (more available if you contact support).
* [ScrapingAnt](https://scrapingant.com/) — Headless Chrome scraping API and free checked proxies service. Javascript rendering, premium rotating proxies, CAPTCHAs avoiding. Free plans are available.
- * [ScraperBox](https://scraperbox.com/) �� Undetectable web scraping API using real Chrome browsers and proxy rotation. Use a simple API call to scrape any web page. The free plan has 1000 requests per month.
+ * [ScraperBox](https://scraperbox.com/) — Undetectable web scraping API using real Chrome browsers and proxy rotation. Use a simple API call to scrape any web page. The free plan has 1000 requests per month.
* [ScrapingDog](https://scrapingdog.com/) — Scrapingdog handles millions of proxies, browsers, and CAPTCHAs to provide you with the HTML of any web page in a single API call. It also includes Web Scraper for Chrome & Firefox and software for instant scraping demand. Free plans are available.
* [scrapinghub.com](https://scrapinghub.com) — Data scraping with visual interface and plugins. The free plan includes unlimited scraping on a shared server.
* [Simplescraper](https://simplescraper.io) — Trigger your webhook after each operation. The free plan includes 100 cloud scrape credits.
diff --git a/lists/rossant-awesome-math.md b/lists/rossant-awesome-math.md
index 7c4bed81c1..32690fc8de 100644
--- a/lists/rossant-awesome-math.md
+++ b/lists/rossant-awesome-math.md
@@ -549,7 +549,7 @@ All resources are freely available except those with a 💲 icon.
* 📝 [Lectures on Statistics](http://math.arizona.edu/~faris/stat.pdf) - William G. Faris
* 📝 [Statistical Theory](http://pages.pomona.edu/~ajr04747/Fall2009/Math152/Notes/Math152NotesFall09.pdf) - Adolfo J. Rumbos
* 📝 [Theory of Statistics](http://mason.gmu.edu/~jgentle/books/MathStat.pdf) - James E. Gentle (George Mason University)
-* 📝 [Theory of Statistics](http://math.arizona.edu/~jwatkins/notests.pdf) - Joseph C. Watkins (University of Arizona)
+* �� [Theory of Statistics](http://math.arizona.edu/~jwatkins/notests.pdf) - Joseph C. Watkins (University of Arizona)
* 📝 [Glossary of Data Modeling](https://web.archive.org/web/20130523134625/http://www.aiaccess.net/e_gm.htm) - AI Access
* 📝 [Statistics Papers](http://www.ats.ucla.edu/stat/papers/) - List of statistics papers curated by the Institute for Digital Research and Education (IDRE) at UCLA on methods such as bootstrap and factor invariance.
* 📝 [NIST Handbook of Statistical Methods](http://itl.nist.gov/div898/handbook/index.htm) - Resource on practical statistics directed towards scientists and engineers.
@@ -603,7 +603,7 @@ All resources are freely available except those with a 💲 icon.
## Mathematics for Computer Science
* 📝 [Mathematics for Computer Science](https://people.csail.mit.edu/meyer/mcs.pdf) - Eric Lehman, F. Thomson Leighton, Albert R. Meyer
-* ��� [Algorithms and Complexity](http://www.math.upenn.edu/%7Ewilf/AlgComp3.html) - H. Wilf
+* 📝 [Algorithms and Complexity](http://www.math.upenn.edu/%7Ewilf/AlgComp3.html) - H. Wilf
* 📝 [Lecture Notes on Optimization](http://people.eecs.berkeley.edu/~varaiya/papers_ps.dir/NOO.pdf) - Pravin Varaiya
* 📝 [Information Theory, Inference, and Learning Algorithms](http://www.inference.org.uk/mackay/itila/book.html) - David J. C. MacKay
* 📝 [The Chaos Textbook: Mathematics in the age of the computer](https://hypertextbook.com/chaos/) - Glenn Elert
diff --git a/lists/stevinz-awesome-game-engine-dev.md b/lists/stevinz-awesome-game-engine-dev.md
index 989cf58337..deef04e73a 100644
--- a/lists/stevinz-awesome-game-engine-dev.md
+++ b/lists/stevinz-awesome-game-engine-dev.md
@@ -245,7 +245,7 @@ _Info on topics necessary for designing and developing game engines._
- 📚 [Games of Coding  ](https://github.com/michelpereira/awesome-games-of-coding#readme) - Games that teach you a programming language.
- 🌎 [Geeks for Geeks](https://www.geeksforgeeks.org) - Tutorials, articles, courses, coding competitions, jobs and more.
- 📚 [Learn to Program  ](https://github.com/karlhorky/learn-to-program#readme) - Educational resources to learn to program.
-- ��� [TIOBE Index](https://www.tiobe.com/tiobe-index/) - Popularity of programming languages, updated monthly.
+- 📚 [TIOBE Index](https://www.tiobe.com/tiobe-index/) - Popularity of programming languages, updated monthly.
@@ -362,7 +362,7 @@ _Language specific game engine development libraries / frameworks / code._
- C++: App Framework
- 🎉 [Cinder  ](https://github.com/cinder/Cinder) - App / graphics library for macOS, Windows, Linux, iOS. [[Website](https://libcinder.org)]
- 🎉 [Cross Window  ](https://github.com/alaingalvan/CrossWindow) - Platform library for managing windows and other OS tasks.
- - 🎉 [SFML  ](https://github.com/SFML/SFML) 🔥 - Cross-platform access to windowing, graphics, audio and networking.
+ - 🎉 [SFML  ](https://github.com/SFML/SFML) ��� - Cross-platform access to windowing, graphics, audio and networking.
- C++: Animation
- 🎉 [Ozz-Animation  ](https://github.com/guillaumeblanc/ozz-animation) - Skeletal animation library and toolset.
- 🎉 [Tweeny  ](https://github.com/mobius3/tweeny) - Inbetweening library for complex animations for games / apps.
diff --git a/lists/victorshinya-awesome-ibmcloud.md b/lists/victorshinya-awesome-ibmcloud.md
index dda17ff7e6..b57e3e5722 100644
--- a/lists/victorshinya-awesome-ibmcloud.md
+++ b/lists/victorshinya-awesome-ibmcloud.md
@@ -325,7 +325,7 @@ A curated list of awesome IBM Cloud SDKs, open source repositories, tools, blogs
- [Sydney, Australia - Sydney IBM Coders Meetup Group](https://www.meetup.com/Sydney-IBM-Coders-Meetup/) - The Sydney IBM Coders meetup group exists to help Sydney developers, engineers, architects and everyone in between to better understand IBM's public cloud offerings. We encourage all our members to present and aim to spread our sessions across the breadth of the IBM Cloud offerings talking on both developer-centric and infrastructure-centric topics.
- [Taipei, Taiwan - IBM Cloud Taiwan](https://www.meetup.com/IBM-Cloud-Taiwan/) - 這是一個為想學習為#IBMCloud 的任何人所建的群組。您可能是＃IBMCloud的既有用戶，或從未曾接觸過＃IBMCloud。Meetup的主題包羅萬象, 且主要對象可能包涵開發者、管理員或是業務領袖.
- [Tel Aviv-Yafo, Israel - Statup & Developer - IBM Israel](https://www.meetup.com/IBM-Startup-Developer-Tel-Aviv/) - At IBM Developer & Startup Meetup Group, we will share our passion for technology and entreprneursdhip. We are a team of advocates for developers and tech startups, who strive to solve today's problems, inspire innovation and create amazing things.
-- [Tokyo, Japan - IBM Cloud - 東京 (Tokyo)](https://www.meetup.com/IBM-Cloud-東京-Tokyo) - ���のグループは、最新テクノロジーを活用して、ビジネスの拡大や、より良い世界を実現する事が目的です。このグループは、#IBMCloud について学び、クラウドサービスをビジネスに活用したい全ての方が対象となります。 グループの参加者は新規、既存は問いません。 Meetupのトピックは、開発者や管理者、またはビジネスリーダー等の参加対象者によって異なり、様々なトピックについて活動します。このグループで想定しているテクノロジーのトピックとしては、クラウドプラットフォーム、Artificial Intelligence (AI/人工知能）、ブロクチェーン、分析、オートメーション、クラウドサービス/API、データサイエンス、イテグレーション、アプリケーション開発や、ガバナンス等です.
+- [Tokyo, Japan - IBM Cloud - 東京 (Tokyo)](https://www.meetup.com/IBM-Cloud-東京-Tokyo) - このグループは、最新テクノロジーを活用して、ビジネスの拡大や、より良い世界を実現する事が目的です。このグループは、#IBMCloud について学び、クラウドサービスをビジネスに活用したい全ての方が対象となります��� グループの参加者は新規、既存は問いません。 Meetupのトピックは、開発者や管理者、またはビジネスリーダー等の参加対象者によって異なり、様々なトピックについて活動します。このグループで想定しているテクノロジーのトピックとしては、クラウドプラットフォーム、Artificial Intelligence (AI/人工知能）、ブロクチェーン、分析、オートメーション、クラウドサービス/API、データサイエンス、イテグレーション、アプリケーション開発や、ガバナンス等です.
- [Tokyo, Japan - IBM Developer Tokyo](https://www.meetup.com/IBM-Developer-Tokyo/) - “This is a group for anyone interested in development using technologies like AI, IoT, Blockchain, etc. All skill levels are welcome. Looking forward to learning and building new application with everybody.”
- [Toronto, ON - IBM Cloud - Toronto](https://www.meetup.com/IBM-Cloud-Toronto/) - This is a group for anyone interested in learning about #IBMCloud, the cloud built for business. You can be an existing #IBMCloud user, or someone who has never touched the #IBMCloud before. Meetup topics will vary and could be of interest to developers, administrators, or business leaders.
- [Wellington, New Zealand - IBM Cloud - Wellington](https://www.meetup.com/IBM-Cloud-Wellington/) - The Wellington 👁️🐝☁️meetup is the place for developers, engineers, architects, designers and everyone between to geek-out and talk all things tech. Covering topics such as Cloud, Application Modernisation, Internet of Things, Blockchain, Artificial Intelligence, Machine Learning, Data Analytics, Open Source and more.