Visualization-Student-Project1

Visualization-Project-1 This file including raw data, processed data, visuliaztion work with html file and some images used in html. The dataset was downloaded from the worldbank website ,including the governmental expenditure on military, health and education area from 12 top countries in G20 over 2012 to 2016 periods. The links are as follows:https://data.worldbank.org/indicator/MS.MIL.XPND.GD.ZS?end=2016&start=2012 https://data.worldbank.org/indicator/SH.XPD.CHEX.GD.ZS?end=2016&start=2012 https://data.worldbank.org/indicator/SE.XPD.TOTL.GD.ZS?end=2016&start=2012 https://data.worldbank.org/indicator/NY.GDP.MKTP.CD?end=2016&start=2012 https://data.worldbank.org/indicator/SP.POP.TOTL?end=2016&start=2012 This projectis the country level's analysis of the three kinds of expenditure compared with GDP. And the tools used in this project is: Data preprocessing -- Python and Excel Data visualization -- Google API, Html,CSS,Javascript Please put the data preprocessing.ipynb into raw data folder in data folder.