This paper seek to analyze some kind of data in Instagram and make it easily when people want to search on it by using two important techniques, which are Rabid Miner and Tableau. Moreover, these data will be filtered based on the most famous account that have highest followers, which are celebrities and make some operator on it. Finally, to conclude these data in better and meaningful way, using visuals and graphs. | International Journal of Computer Networks and Communications Security C VOL. 6, NO. 4, APRIL 2018, 76–78 Available online at: E-ISSN 2308-9830 (Online) / ISSN 2410-0595 (Print) N C S DATA MINING: Analysis of a Social Data Visualization Web Site (Instagram) Manar Saad1, Aljawhara Mohammad2, Rahaf Hamri3 and Ghada Fahad4 College Of Business Administration, Imam Abdurrahman Alfaisal. Saudi Arabia, Dammam 1 210005790@ ABSTRACT in the recent years, everyone tends to use social media applications that affect our life and interests. One of the most effective and influence application is Instagram. It is a photo and video sharing that allow people communicate together around the world. Also, it shows people lifestyle in interesting way that why Instagram become most popular social network platform. Instagram draws many of people by showing many different categories such as traveling, food, fashion, and other. This paper seek to analyze some kind of data in Instagram and make it easily when people want to search on it by using two important techniques, which are Rabid Miner and Tableau. Moreover, these data will be filtered based on the most famous account that have highest followers, which are celebrities and make some operator on it. Finally, to conclude these data in better and meaningful way, using visuals and graphs. Keywords: Social, Instagram, Celebrities, Tableau, Rabid Miner, Operator. 1 INTRODUCTION Nowadays social media become one of the most things that affect people life in many ways. Social media analysis makes the communication easier and faster between people around the world also help people gather sufficient information about what they look for. Social media analysis helps in make huge improvement in the methods used to gather the useful data [2]. Social media applications are many such as Instagram, Twitter and Snapchat. Instagram is a camera company that allows people to share pictures and videos that show people .