This is a Boston crime rate project and here we analysis about
1. How does crime affect the price of real estate? (Scatter Plot)
2. How does the concentration of NO 2 in the air affect the price of real estate?
3. Is the number of rooms related to the price of real estate?
4. Does your selection range of price impact parameters such as Average crime rate and pupil-
teacher ratio? (create parameters for the elements)
5. What are the key performance indicators?
6. Construct a dashboard and include the various factors that have a relation with the price)
this project help us in understanding about the how it is actually affecting the prices.
2. Tableau Project
Project 1
(MEDV – price of real estate)
1. How does crime affect the price of real estate? (Scatter Plot)
2. How does the concentration of NO2 in the air affect the price of real estate?
3. Is the number of rooms related to the price of real estate?
4. Does your selection range of price impact parameters such as Average
crime rate and pupil-teacher ratio? (create parameters for the elements)
5. What are the key performance indicators?
6. Construct a dashboard and include the various factors that have a relation
with the price)
Annexure 1
Column header in csv
file
Meaning
CRIM Per capita Crime Ratio
ZN Proportion of residential land zoned for lots of 25000
sq ft
INDUS Proportion of non-retail business acres per capita
NOX NO2 concentration in ppm
Rm Number of rooms per dwelling
AGE Proportion of pre-occupied units prior to 1940
DIS distances to Boston employment centres
RAD Index of accessibility to radial highways
TAX Full value property tax per 10,000 Rs.
PTRATIO Pupil-Teacher Ratio
SEG Proportion of segregated minorities
Lstat Proportion of lower income class
MEDV Median values of homes
3. Q1: How does crime affect the price of real estate? (Scatter Plot)
5. Q2: How does the concentration of NO2 in the air affect the price of real estate?
6. Q3: Is the number of rooms related to the price of real estate?
7. Q4:Does your selection range of price impact parameters such as Average crime rate and pupil-teacher ratio?
(create parameters for the elements)
Parameters enable us to interact with our chart hence, selection range of price results in an impact on the
parameters such as Average crime rate and pupil-teacher ratio.