Connect barplots in seaborn/matplotlib
0
I have a dataframe of volume by country for two specific years. I would like to visualize how those countries change their rank from one year to another. I would like to know if it's possible with matplotlib or seaborn to connect those barplots by phisycally drawing a line outlining the change of rank.
Something like this:
Base data and code:
import seaborn as sns
import pandas as pd
import matplotlib.pyplot as plt
d = {'volume' : [1000, 500, 200, 100, 350, 600], 'year' : [2017, 2017, 2017, 2018, 2018, 2018], 'country' : ['US', 'UK', 'France', 'US', 'UK', 'France']}
df = pd.DataFrame(data=d)
fix, axs = plt.subplots(ncols=2)
sns.barplot(x='volume',y='country', data=df[df['year']==2017].sort_values(by='volume', ascending = False), ax=axs[0])
sns.barplot(x='volume',y='country', data=df[df['year']==2018].sort_values(by='volume', ascending = False), ax=axs[1])
plt.show()
python matplotlib seaborn
asked Nov 20 '18 at 19:25
VictorVictor
369723
add a comment |
0
I have a dataframe of volume by country for two specific years. I would like to visualize how those countries change their rank from one year to another. I would like to know if it's possible with matplotlib or seaborn to connect those barplots by phisycally drawing a line outlining the change of rank.
Something like this:
Base data and code:
import seaborn as sns
import pandas as pd
import matplotlib.pyplot as plt
d = {'volume' : [1000, 500, 200, 100, 350, 600], 'year' : [2017, 2017, 2017, 2018, 2018, 2018], 'country' : ['US', 'UK', 'France', 'US', 'UK', 'France']}
df = pd.DataFrame(data=d)
fix, axs = plt.subplots(ncols=2)
sns.barplot(x='volume',y='country', data=df[df['year']==2017].sort_values(by='volume', ascending = False), ax=axs[0])
sns.barplot(x='volume',y='country', data=df[df['year']==2018].sort_values(by='volume', ascending = False), ax=axs[1])
plt.show()
python matplotlib seaborn
asked Nov 20 '18 at 19:25
VictorVictor
369723
Maybe you are looking for Drawing lines between two plots in Matplotlib?
– ImportanceOfBeingErnest
Nov 20 '18 at 19:31
1
Based on what I understand, maybe the parallel plot is something better suited to your need? python-graph-gallery.com/parallel-plot
– Xiaoyu Lu
Nov 20 '18 at 19:44
add a comment |
0
0
0
I have a dataframe of volume by country for two specific years. I would like to visualize how those countries change their rank from one year to another. I would like to know if it's possible with matplotlib or seaborn to connect those barplots by phisycally drawing a line outlining the change of rank.
Something like this:
Base data and code:
import seaborn as sns
import pandas as pd
import matplotlib.pyplot as plt
d = {'volume' : [1000, 500, 200, 100, 350, 600], 'year' : [2017, 2017, 2017, 2018, 2018, 2018], 'country' : ['US', 'UK', 'France', 'US', 'UK', 'France']}
df = pd.DataFrame(data=d)
fix, axs = plt.subplots(ncols=2)
sns.barplot(x='volume',y='country', data=df[df['year']==2017].sort_values(by='volume', ascending = False), ax=axs[0])
sns.barplot(x='volume',y='country', data=df[df['year']==2018].sort_values(by='volume', ascending = False), ax=axs[1])
plt.show()
python matplotlib seaborn
asked Nov 20 '18 at 19:25
VictorVictor
369723
I have a dataframe of volume by country for two specific years. I would like to visualize how those countries change their rank from one year to another. I would like to know if it's possible with matplotlib or seaborn to connect those barplots by phisycally drawing a line outlining the change of rank.
Something like this:
Base data and code:
import seaborn as sns
import pandas as pd
import matplotlib.pyplot as plt
d = {'volume' : [1000, 500, 200, 100, 350, 600], 'year' : [2017, 2017, 2017, 2018, 2018, 2018], 'country' : ['US', 'UK', 'France', 'US', 'UK', 'France']}
df = pd.DataFrame(data=d)
fix, axs = plt.subplots(ncols=2)
sns.barplot(x='volume',y='country', data=df[df['year']==2017].sort_values(by='volume', ascending = False), ax=axs[0])
sns.barplot(x='volume',y='country', data=df[df['year']==2018].sort_values(by='volume', ascending = False), ax=axs[1])
plt.show()
python matplotlib seaborn
python matplotlib seaborn
asked Nov 20 '18 at 19:25
VictorVictor
369723
asked Nov 20 '18 at 19:25
VictorVictor
369723
asked Nov 20 '18 at 19:25
VictorVictor
369723
asked Nov 20 '18 at 19:25
VictorVictor
369723
asked Nov 20 '18 at 19:25
VictorVictor
369723
369723
Maybe you are looking for Drawing lines between two plots in Matplotlib?
– ImportanceOfBeingErnest
Nov 20 '18 at 19:31
1
Based on what I understand, maybe the parallel plot is something better suited to your need? python-graph-gallery.com/parallel-plot
– Xiaoyu Lu
Nov 20 '18 at 19:44
add a comment |
Maybe you are looking for Drawing lines between two plots in Matplotlib?
– ImportanceOfBeingErnest
Nov 20 '18 at 19:31
1
Based on what I understand, maybe the parallel plot is something better suited to your need? python-graph-gallery.com/parallel-plot
– Xiaoyu Lu
Nov 20 '18 at 19:44
Maybe you are looking for Drawing lines between two plots in Matplotlib?
– ImportanceOfBeingErnest
Nov 20 '18 at 19:31
Maybe you are looking for Drawing lines between two plots in Matplotlib?
– ImportanceOfBeingErnest
Nov 20 '18 at 19:31
1
1
Based on what I understand, maybe the parallel plot is something better suited to your need? python-graph-gallery.com/parallel-plot
– Xiaoyu Lu
Nov 20 '18 at 19:44
Based on what I understand, maybe the parallel plot is something better suited to your need? python-graph-gallery.com/parallel-plot
– Xiaoyu Lu
Nov 20 '18 at 19:44
add a comment |
0
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Maybe you are looking for Drawing lines between two plots in Matplotlib?
– ImportanceOfBeingErnest
Nov 20 '18 at 19:31
1
Based on what I understand, maybe the parallel plot is something better suited to your need? python-graph-gallery.com/parallel-plot
– Xiaoyu Lu
Nov 20 '18 at 19:44