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1986-2016 Olympics Exploratory Data Analysis

  • One cannot ignore the importance of sports data analytics in this present age of technology.For that reason, and with the 2020 Summer Olympics just around the corner, starting from July 23, 2021 this 1986-2016 Olympics Exploratory Data Analysis will be useful to prepare teams for upcoming olympics,for coaches,athletes who can use it to improve performance,for sports analytics departments and sports journalists.The analysis asks questions about questions about the participation and performance , different nations, sports and events.
  • It should be noted that olympics are always held after every FOUR YEARS
  • Due to the Covid-19 pandemic, the Tokyo 2020 Olympics games that were to be held last year(2020) were moved to this year.
  • The source of this data is Kaggle and to get the Csv file for this data Click Here
  • From this data set, we are going to limit our analyses to a few areas and look at olympics Data form when it was first held in 1896 to 2016.
  • See Data Analysis and Visualization section for areas that we will analyse

Terms Definition;

  1. Olympian is a competitor in the olympic games.
  2. Octogenerian is a person who is between 80 to 89 years old
!pip install jovian --upgrade --quiet
!pip install plotly --quiet
import jovian

# Execute this to save new versions of the notebook
jovian.commit(project="olympic-history-athletes-and-results-analysis")
[jovian] Updating notebook "everndah/olympic-history-athletes-and-results-analysis" on https://jovian.ai [jovian] Committed successfully! https://jovian.ai/everndah/olympic-history-athletes-and-results-analysis 
'https://jovian.ai/everndah/olympic-history-athletes-and-results-analysis'
#Download Olympics Data from Kaggle
! pip install opendatasets --upgrade --quiet 
import opendatasets as od
download_url = 'https://www.kaggle.com/heesoo37/120-years-of-olympic-history-athletes-and-results'
od.download(download_url)
Please provide your Kaggle credentials to download this dataset. Learn more: http://bit.ly/kaggle-creds Your Kaggle username: everndah Your Kaggle Key: ········ Downloading 120-years-of-olympic-history-athletes-and-results.zip to ./120-years-of-olympic-history-athletes-and-results
100%|██████████| 5.43M/5.43M [00:00<00:00, 57.2MB/s]