Past Olympics data analysis
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This blog is about a analysis of a Olympics dataset which I got from Kaggle .This Dataset was provided by rgriffin on Kaggle. The link to the dataset is provided below
Link to Dataset:- click here
For this blog I have used R programming language. R is one of the most rapidly growing programming language and R is also one of the best programming language for data analysis. If anyone wants to do data analysis and wants to know which language to choose then i think he/she should go for R.
Before starting with actual analysis note that the winter and summer games were held in the same year up until 1992.After that ,they staggered them such that Winter Games occur on a four year cycle starting with 1994 ,then summer in 1996 and so on.
So the first question which I tried to answer is which gender(male/female) has most participation in Olympics?
Starting with Summer Olympics. The graph given below shows the amount of men and women participated each year in Olympics
It is seen from the graph that in the early days of Olympics the amount of women who participated in Olympics was quite less even in the first few year it was zero. But by looking at the graph we can say that there is an exponential growth in the number of women participating the Olympics. After 2010 the difference between the two curves is quite less which is a good sign and I will be not shocked if the red line intersects blue line in future.
Now lets have a look at winter Olympics.
A trend seen in winter Olympics is same as summer Olympics. Here to there is an exponential growth in the female participation in Olympics.
Lets have a look at the amount of male and female participation in Olympics from India.
the graph below shows the plot of gender wise participation in summer Olympics from India.
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