@@ -5,7 +5,7 @@
 {% file src="../../.gitbook/assets/Communities.html" %}
 
 * [Custom Google SE - Social Networks](https://bit.ly/2ma3ANe)&#x20;
-* [Social Searcher](https://www.social-searcher.com) - Free Social Media Search Engine&#x20;
+* [Social Searcher](https://www.social-searcher.com/) - Free Social Media Search Engine&#x20;
 * [Profil3r](https://github.com/Rog3rSm1th/Profil3r)  - Profil3r is an [OSINT](https://en.wikipedia.org/wiki/Open-source\_intelligence) tool that allows you to find potential profiles of a person on social networks, as well as their email addresses. This program also alerts you to the presence of a data leak for the found emails.
 * [Social Media Hashtag Search](https://cipher387.github.io/hashtags\_and\_keywords\_social\_media\_quick\_search/) - Handy search tool for searching by topic across 70+ platforms.
 * [social\_mapper](https://github.com/Greenwolf/social\_mapper) - A Social Media Enumeration & Correlation Tool by Jacob Wilkin(Greenwolf)
@@ -14,9 +14,9 @@
 * [https://one-plus.github.io/access.html](https://one-plus.github.io/access.html) - Provides easy to use tools for Facebook, Instagram, Twitter, Reddit, SnapChat, YouTube, Periscope, Twitch, Google+, LinkedIn and more.
 * [https://www.smat-app.com](https://www.smat-app.com) - The Social Media Analysis Toolkit (SMAT) was designed to help facilitate activists, journalists, researchers, and other social good organizations to analyze and visualize harmful online trends such as hate, mis-, and disinformation on a variety of platforms including Reddit, Gab, Parler, 4chan, 8kun, Telegram, Gettr and more.
 * [https://app.skylens.io](https://app.skylens.io) - Find geotagged posts from five social networks at once on one map. Includes Twitter, YouTube, Instagram, Flickr and Vkontakte.
-* [https://findmyfbid.in/](https://findmyfbid.in) - A collection of tools for Facebook, Twitter, Instagram, Reddit and YouTube. Find user IDs, search comments on Reddit, calculate earnings from a YouTube channel and more.
+* [https://findmyfbid.in/](https://findmyfbid.in/) - A collection of tools for Facebook, Twitter, Instagram, Reddit and YouTube. Find user IDs, search comments on Reddit, calculate earnings from a YouTube channel and more.
 * [Orion](https://github.com/Araekiel/orion) — open-Source Search Engine for social networking websites.
-* [Hashatit.com](https://www.hashatit.com) — hastag searchengine. Search in twitter, instagram, facebook, youtube, pinterest
+* [Hashatit.com](https://www.hashatit.com/) — hastag searchengine. Search in twitter, instagram, facebook, youtube, pinterest
 
 ## Clubhouse
 
@@ -39,10 +39,10 @@
 ## Facebook
 
 * [https://www.osintcombine.com/facebook-search-tools](https://www.osintcombine.com/facebook-search-tools) - A simple way to quickly search for multiple keywords from a list or open mutual friends for multiple profiles at the same time. It simply loads a new tab for each word or ID searched to create efficiency when working from a list of search terms or IDs, it does not do any advanced searching or automation.
-* [http://4wbwa6vcpvcr3vvf4qkhppgy56urmjcj2vagu2iqgp3z656xcmfdbiqd.onion/](http://4wbwa6vcpvcr3vvf4qkhppgy56urmjcj2vagu2iqgp3z656xcmfdbiqd.onion) - An .onion site that allows you to search through the full 2019 Facebook data breach.
+* [http://4wbwa6vcpvcr3vvf4qkhppgy56urmjcj2vagu2iqgp3z656xcmfdbiqd.onion/](http://4wbwa6vcpvcr3vvf4qkhppgy56urmjcj2vagu2iqgp3z656xcmfdbiqd.onion/) - An .onion site that allows you to search through the full 2019 Facebook data breach.
 * [https://whopostedwhat.com](https://whopostedwhat.com) - Allows you to search keywords by specific dates, date ranges and location.
 * [https://plessas.net/facebookmatrix](https://plessas.net/facebookmatrix) - A collection of techniques and formulas for searching Facebook.
-* [https://searchisback.com/](https://searchisback.com) - Find people and events on Facebook. Searchable by name, location, relationship, gender, language, and more.
+* [https://searchisback.com/](https://searchisback.com/) - Find people and events on Facebook. Searchable by name, location, relationship, gender, language, and more.
 * [Facebook's list of dangerous groups and individuals](https://theintercept.com/document/2021/10/12/facebook-dangerous-individuals-and-organizations-list-reproduced-snapshot/) - A leaked internal document from Facebook that contains their list of dangerous individuals and groups. Worth saving.
 * [Facebook law enforcement guide](https://www.facebook.com/safety/groups/law/guidelines/?\_fb\_noscript=1) - Guidelines and resources for law enforcement officials seeking records from Facebook and/or Instagram.
 
@@ -55,7 +55,7 @@
 {% file src="../../.gitbook/assets/Instagram.html" %}
 
 * [instaloader](https://www.kali.org/tools/instaloader/) - Downloads public and private profiles, hashtags, user stories, feeds and saved media Downloads comments, geotags and captions of each post.
-* [https://www.searchmy.bio/](https://www.searchmy.bio) - search for Instagram users and influencers based on their profile biography text.
+* [https://www.searchmy.bio/](https://www.searchmy.bio/) - search for Instagram users and influencers based on their profile biography text.
 * [https://codeofaninja.com/tools/find-instagram-user-id](https://codeofaninja.com/tools/find-instagram-user-id)
 * [https://searchusers.com](https://searchusers.com) - Search for Instagram users by name or username.
 * [https://imginn.com](https://imginn.com) - View Instagram profiles, download photos, videos and stories, watch Instagram stories anonymously.
@@ -76,7 +76,7 @@
 
 ## Mastodon
 
-* [https://search.noc.social/](https://search.noc.social) - Search for social accounts across multiple Mastodon/Fediverse instances. Discover content and users on this open source social network
+* [https://search.noc.social/](https://search.noc.social/) - Search for social accounts across multiple Mastodon/Fediverse instances. Discover content and users on this open source social network
 
 ## Parler
 
@@ -100,13 +100,15 @@
 
 ## SnapChat
 
-* [https://map.snapchat.com/](https://map.snapchat.com) - Reveal geolocation based on Snapchat metadata
-* [https://osintcurio.us/2020/04/13/using-snapchat-for-osint-10-minute-tip/](https://osintcurio.us/2020/04/13/using-snapchat-for-osint-10-minute-tip/)
+* Geolocation
+  * [https://map.snapchat.com/](https://map.snapchat.com/) - Reveal geolocation based on Snapchat metadata
+* Misc
+  * [https://osintcurio.us/2020/04/13/using-snapchat-for-osint-10-minute-tip/](https://osintcurio.us/2020/04/13/using-snapchat-for-osint-10-minute-tip/)
 
 ## Telegram
 
 * [https://telegramdb.org](https://telegramdb.org) - Database of public Telegram groups, channels and bots.
-* [https://search.buzz.im/](https://search.buzz.im) - A tool that allows you to search Telegram channels, messages and authors for a specific string.
+* [https://search.buzz.im/](https://search.buzz.im/) - A tool that allows you to search Telegram channels, messages and authors for a specific string.
 * [https://lyzem.com](https://lyzem.com) - A search engine for Telegram and Telegraph.
 * [https://telegcrack.com](https://telegcrack.com) - A search engine for Telegra.ph. You can find the all posts with known title. Currently has around 3,554,101 posts indexed.
 * [Telegago](https://cse.google.com/cse?q=+\&cx=006368593537057042503:efxu7xprihg#gsc.tab=0\&gsc.q=%20\&gsc.page=1) — Telegram search engine
@@ -136,12 +138,23 @@
 
 {% file src="../../.gitbook/assets/Twitter.html" %}
 
-* [https://tinfoleak.com/](https://tinfoleak.com) - Search for Twitter users leaks
-* [https://foller.me/](https://foller.me) - Twitter message statistical data.
-* [https://nitter.net](https://nitter.net) - Allows you to view a persons posts, images and videos without having a Twitter account yourself. Also has a very handy search function that allows you to search through a persons tweets for a specific string.
-* [https://tweetbeaver.com](https://tweetbeaver.com) - A great collection of various tools for preforming Twitter account OSINT. Requires you to be sign into your Twitter account.
-* [https://botsentinel.com](https://botsentinel.com) - A platform developed to classify and track inauthentic accounts, bots and toxic trolls.
-* [twint](https://github.com/twintproject/twint) - An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
+* Advanced Search - [https://twitter.com/search-advanced](https://twitter.com/search-advanced)
+* Toolsets
+  * [https://tweetbeaver.com](https://tweetbeaver.com) - A great collection of various tools for preforming Twitter account OSINT. Requires you to be sign into your Twitter account.
+* User Reports
+  * [https://tinfoleak.com/](https://tinfoleak.com/) - Search for Twitter users leaks
+  * [https://nitter.net](https://nitter.net) - Allows you to view a persons posts, images and videos without having a Twitter account yourself. Also has a very handy search function that allows you to search through a persons tweets for a specific string.
+  * [twint](https://github.com/twintproject/twint) - An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
+* Analytics and Statistics
+  * [https://foller.me/](https://foller.me/) - Twitter message statistical data.
+  * [https://socialbearing.com/](https://socialbearing.com/)
+  * [https://analytics.mentionmapp.com/](https://analytics.mentionmapp.com/) - Twitter network visualizer
+  * [https://twiangulate.com/search/](https://twiangulate.com/search/) - Twitter cross-reference tool
+  * [https://spoonbill.io/](https://spoonbill.io/) - Profile change trackeron
+* Bot Hunting
+  * [https://botsentinel.com](https://botsentinel.com) - A platform developed to classify and track inauthentic accounts, bots and toxic trolls.
+* Geolocation
+  * [https://onemilliontweetmap.com/](https://onemilliontweetmap.com/)
 
 ## WhatsApp
 
@@ -152,7 +165,7 @@
 
 ## 4chan
 
-* [https://archived.moe/](https://archived.moe) - A searchable archive of most 4chan boards.
+* [https://archived.moe/](https://archived.moe/) - A searchable archive of most 4chan boards.
 * [https://4chansearch.com](https://4chansearch.com) - A Google CSE that allows you to search 4chan and its various archives.
 * [https://4plebs.org](https://4plebs.org) - A searchable archive of all threads and images from /adv/, /f/, /hr/, /o/, /pol/, /sp/, /tg/, /trv/, /tv/ and /x/. Reminder: 4chan is serious business, you might get offended.
 * [https://find.4chan.org](https://find.4chan.org) - Search current 4chan threads for matching keywords.