The Paper Aims to Have a Point By Point Consider on Data Collection, Data Preprocessing and Different Methods Utilized In Building Up a Helpful Algorithms or Methodologies on Social Network Investigation In Social Media. the Ongoing Patterns and Advancements In the Huge Data Have Driven Many Researchers to Concentrate on Social Media. Web Empowered Gadgets Is an Another Important Purpose Behind This Advancement, Electronic Media, For Example, Tablets, Mobile Phones, Work Areas, Laptops and Notebooks Empower the Clients to Effectively Participate In Various Social Networking Systems. Many Research Has Additionally Altogether Demonstrates the Points of Interest and Difficulties That Social Media Has Presented to the Research World. the Principal Objective of This Paper Is to Give a Diagram of Social Media Research Completed As of Late. Social Media Mining Is a Procedure Including the Extraction, Examination and Portrayal of Helpful Examples from Data In the Social Media, Getting from Social Connection. Social Media Mining Is a Youthful Field Which Has Been Driving Research and Development By Dealing With Enormous Amounts of Information. Much the Same As the Mining of the Minerals, Data Mining Likewise Include the Extraction of Helpful Information from a Bigger Set of Data, Which Is Generally Not Evident and Is Hard to Secure.