[FIXED] How to plot a time series with this dataframe?

Issue

I want to plot this dataframe like a time series, a line for every country that every year increases or decreases according to 'count'. How can i do this?

        country  count
Year            
2005    Australia   2
2005    Austria     1
2005    Belgium     0
2005    Canada      4
2005    China       0
2006    Australia   3
2006    Austria     0
2006    Belgium     1
2006    Canada      5
2006    China       2
2007    Australia   5
2007    Austria     1
2007    Belgium     2
2007    Canada      6
2007    China       3

I'd like a thing like this:

Solution

You can use seaborn.lineplot:

import seaborn as sns

df.Year = pd.to_datetime(df.Year)

sns.set(rc={'figure.figsize':(12, 8)}) # changed the figure size to avoid overlapping
sns.lineplot(data=df, x=df['Year'].dt.strftime('%Y'), # show only years with strftime
             y=df['count'], hue='country') 

which gives

Answered By - Nuri Taş