ggplot in python-part 5

The main factor affecting price is the carat. In this post we shall evaluate how the two factors fare. PRICE VS CARATS OBSERVATION: As the value of carat increases, the price goes up. The line of regression is quadratic. Thus, price is affected by carat including other factors as well. OBSERVATION: Upon further scaling, we […]

ggplot error in legends.

My ggplot data evaluation was going smoothly, until I came across the an error in my ggplots. When I tried to use to the factors of cut, clarity, and color  as a differentiating factor in price vs volume, the legends did not show up. I had a colored and segmented graph but it looked vague. […]

ggplot in Python- Part 4

Diamonds are costly, and their value is affected by various qualitative and quantitative.  In this post we will try to evaluate some of the factors that contribute in making it costly. Check the density of diamond PRICE VS LENGTH PRICE VS BREADTH PRICE VS HEIGHT PRICE VS VOLUME PRICE VS DEPTH PRICE VS TABLE Observations […]

ggplot in Python- Part 3

Before we plotting our data, we must be aware of any null values in the qualitative fields and unnecessary zero values in the numeric fields. Such values can lead to incorrect statistical calculations and even worse, errors while plotting the values and forming the line of best fit. 1.Check for any null values. 2. Check […]

ggplot in Python-Part 2

Continuing with our study of diamond data, let us employ basic exploration function and see what information we can draw from it. EXPLORE THE DATA: 1. Length of the data: Use the len() function to see the number of rows of data. 2. Names of the columns: Use the column() function. 3. Analyse the first […]

ggplot in Python- Part 1.

As a part of my internship, I have study the basic functions in ggplot using the predefined data sets. But, before we dive into the analysis, let us first know what is ggplot all about. What is ggplot? ggplot is a plotting system in R, created by H. Wickman in 2005. Since then it has […]

PMO APP Design Sprint

Today, I had a wonderful opportunity to be a part of the PMO APP Design Wireframes, held at the Taj, New Delhi.  The session was supported and conducted by Google, and we as Google Student Ambassadors got to volunteer and engage with the participants to help them with the designs. Many people I am sure […]