PYTHON

In this project we clean the data, before exploring it. The main purpose of this project is to find out the data scientists' salary all over the world, and have the full insight of this data, so we can fully understand the whole picture of jobs' salary related to data world.

In this project we want to know which categorical apps are more popular than the others, as well as which apps tend to ask customers to pay money and we want to find out factors impacting customers behavior.

In this project we want to find out the top trending US Youtube video, so we can determine what types of videos are likely to be trending. Moreover, from these findings, we can know the factors affecting to make the videos popular.

In this project I want to know the amount of money that top club have used to buy new football players. Moreover, I want to know which types  of players that Manchester United tend to buy since I am a fan of this club.

The main purpose of this project is to find out the insight of this data. I want to determine which room types will take more money than the others, and the whole picture of renting house in New York city from house lessor side and renter side. 

The main purpose of this project is to determine which types of hotel are more popular, compared to the others. Secondly, I want to find out the whole picture of renting hotel market from the supplier to customers then we will know the demand of hotel booking.

In this project I want to know which factors affect to students' performance. Moreover, I want to have insight of students' background through this dataset.