Reading dataset and producing multiple scatter subplots
.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty{ height:90px;width:728px;box-sizing:border-box;
}
I have the following data (dataset name is 'data' in the code below) and code. So far my code plots one scatterplot at a time; I need to change the company name manually if I am to get a specific scatterplot for a specific company. I am looking to be able to go through the dataset below in one blush such that my prospective code reads the company name and executes the manipulations captured in the existing code below and ultimately produces separate scatterplots (ie subplots) for both companies Company1 and Company2 without one scatterplot overwriting or superimposing on the other. I was thinking I could use a for loop to go through the lines of code that I have below, but I am missing smth. Can someone please provide some insight?
Thanks in advance.
Dataset:
Date Company Cum_FootTraffic
1/1/2015 Company1 450
1/3/2015 Company1 464
1/4/2015 Company1 481
1/5/2015 Company1 500
1/8/2015 Company1 508
………………………………………………………………
6/30/2015 Company1 810
4/2/2015 Company2 203
4/3/2015 Company2 208
4/4/2015 Company2 211
4/5/2015 Company2 218
4/8/2015 Company2 223
4/10/2015 Company2 234
…………………………………………………………………
8/10/2015 Company2 498
Code:
data2=data.loc[data['username']=='Company1']
data2['Cum_FootTraffic_lag']=data2['Cum_FootTraffic'].shift(1)
data2['count']=data2['Cum_FootTraffic']-data2['Cum_FootTraffic_lag']
data2=data2.loc[data2['count']>=0]
data2=data2[['username','Date','Cum_FootTraffic','Cum_FootTraffic_lag','count']]
#Plotting data and manipulating plot size
#Scatterplot
dates = matplotlib.dates.date2num(data2['Date'])
matplotlib.pyplot.scatter(dates, data2['count'])
matplotlib.pyplot.show()
python scatter-plot subplot
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
add a comment |
I have the following data (dataset name is 'data' in the code below) and code. So far my code plots one scatterplot at a time; I need to change the company name manually if I am to get a specific scatterplot for a specific company. I am looking to be able to go through the dataset below in one blush such that my prospective code reads the company name and executes the manipulations captured in the existing code below and ultimately produces separate scatterplots (ie subplots) for both companies Company1 and Company2 without one scatterplot overwriting or superimposing on the other. I was thinking I could use a for loop to go through the lines of code that I have below, but I am missing smth. Can someone please provide some insight?
Thanks in advance.
Dataset:
Date Company Cum_FootTraffic
1/1/2015 Company1 450
1/3/2015 Company1 464
1/4/2015 Company1 481
1/5/2015 Company1 500
1/8/2015 Company1 508
………………………………………………………………
6/30/2015 Company1 810
4/2/2015 Company2 203
4/3/2015 Company2 208
4/4/2015 Company2 211
4/5/2015 Company2 218
4/8/2015 Company2 223
4/10/2015 Company2 234
…………………………………………………………………
8/10/2015 Company2 498
Code:
data2=data.loc[data['username']=='Company1']
data2['Cum_FootTraffic_lag']=data2['Cum_FootTraffic'].shift(1)
data2['count']=data2['Cum_FootTraffic']-data2['Cum_FootTraffic_lag']
data2=data2.loc[data2['count']>=0]
data2=data2[['username','Date','Cum_FootTraffic','Cum_FootTraffic_lag','count']]
#Plotting data and manipulating plot size
#Scatterplot
dates = matplotlib.dates.date2num(data2['Date'])
matplotlib.pyplot.scatter(dates, data2['count'])
matplotlib.pyplot.show()
python scatter-plot subplot
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
add a comment |
I have the following data (dataset name is 'data' in the code below) and code. So far my code plots one scatterplot at a time; I need to change the company name manually if I am to get a specific scatterplot for a specific company. I am looking to be able to go through the dataset below in one blush such that my prospective code reads the company name and executes the manipulations captured in the existing code below and ultimately produces separate scatterplots (ie subplots) for both companies Company1 and Company2 without one scatterplot overwriting or superimposing on the other. I was thinking I could use a for loop to go through the lines of code that I have below, but I am missing smth. Can someone please provide some insight?
Thanks in advance.
Dataset:
Date Company Cum_FootTraffic
1/1/2015 Company1 450
1/3/2015 Company1 464
1/4/2015 Company1 481
1/5/2015 Company1 500
1/8/2015 Company1 508
………………………………………………………………
6/30/2015 Company1 810
4/2/2015 Company2 203
4/3/2015 Company2 208
4/4/2015 Company2 211
4/5/2015 Company2 218
4/8/2015 Company2 223
4/10/2015 Company2 234
…………………………………………………………………
8/10/2015 Company2 498
Code:
data2=data.loc[data['username']=='Company1']
data2['Cum_FootTraffic_lag']=data2['Cum_FootTraffic'].shift(1)
data2['count']=data2['Cum_FootTraffic']-data2['Cum_FootTraffic_lag']
data2=data2.loc[data2['count']>=0]
data2=data2[['username','Date','Cum_FootTraffic','Cum_FootTraffic_lag','count']]
#Plotting data and manipulating plot size
#Scatterplot
dates = matplotlib.dates.date2num(data2['Date'])
matplotlib.pyplot.scatter(dates, data2['count'])
matplotlib.pyplot.show()
python scatter-plot subplot
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
I have the following data (dataset name is 'data' in the code below) and code. So far my code plots one scatterplot at a time; I need to change the company name manually if I am to get a specific scatterplot for a specific company. I am looking to be able to go through the dataset below in one blush such that my prospective code reads the company name and executes the manipulations captured in the existing code below and ultimately produces separate scatterplots (ie subplots) for both companies Company1 and Company2 without one scatterplot overwriting or superimposing on the other. I was thinking I could use a for loop to go through the lines of code that I have below, but I am missing smth. Can someone please provide some insight?
Thanks in advance.
Dataset:
Date Company Cum_FootTraffic
1/1/2015 Company1 450
1/3/2015 Company1 464
1/4/2015 Company1 481
1/5/2015 Company1 500
1/8/2015 Company1 508
………………………………………………………………
6/30/2015 Company1 810
4/2/2015 Company2 203
4/3/2015 Company2 208
4/4/2015 Company2 211
4/5/2015 Company2 218
4/8/2015 Company2 223
4/10/2015 Company2 234
…………………………………………………………………
8/10/2015 Company2 498
Code:
data2=data.loc[data['username']=='Company1']
data2['Cum_FootTraffic_lag']=data2['Cum_FootTraffic'].shift(1)
data2['count']=data2['Cum_FootTraffic']-data2['Cum_FootTraffic_lag']
data2=data2.loc[data2['count']>=0]
data2=data2[['username','Date','Cum_FootTraffic','Cum_FootTraffic_lag','count']]
#Plotting data and manipulating plot size
#Scatterplot
dates = matplotlib.dates.date2num(data2['Date'])
matplotlib.pyplot.scatter(dates, data2['count'])
matplotlib.pyplot.show()
python scatter-plot subplot
python scatter-plot subplot
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
edited Nov 17 '18 at 9:15
Naresh Kumar
535416
535416
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
asked Nov 17 '18 at 6:49
maroulatormaroulator
237
237
add a comment |
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
});
}
});
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%2f53348936%2freading-dataset-and-producing-multiple-scatter-subplots%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
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.
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%2f53348936%2freading-dataset-and-producing-multiple-scatter-subplots%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
