Data Analysis using SQL and Pandas

This is a coursera project that was completed by me, while trying to learn about the use of SQL in Data Science.

This uses the following data-sets:-

1. Chicago_Crime_Data.csv.

2. Chicago_Public_Schools_-_Progress_Reports_Card_2011-12-v3.csv.

3. Census_Data_-_Selected_socioeconomic_indicators_in_Chicago_2008__2012-v2.csv.

After loading the IBM_Cloud facilities and making app. connections following questions were answered using SQL,Pandas and Matplotlib along with Seaborn :-

1. No. of crimes invloving arrests.

2. Which unique types of crimes have been recorded at GAS STATION locations?

3. What is the average school Safety Score?

4. List the top 5 Community Areas by average College Enrollment [number of students].

5. Use a sub-query to determine which Community Area has the least value for school Safety Score?

6. Finding the Per Capita Income of the Community Area which has a school Safety Score of 1.

Hope to improve and work-upon more skills.