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
383723
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
383723
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
383723
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
383723
asked Nov 20 '18 at 19:25
VictorVictor
383723
asked Nov 20 '18 at 19:25
VictorVictor
383723
asked Nov 20 '18 at 19:25
VictorVictor
383723
asked Nov 20 '18 at 19:25
VictorVictor
383723
383723
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
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
draft saved
draft discarded
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53400149%2fconnect-barplots-in-seaborn-matplotlib%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
draft saved
draft discarded
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
draft saved
draft discarded
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53400149%2fconnect-barplots-in-seaborn-matplotlib%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
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