Mixing
Interpolation of data using interpolate.interp1d in python with datetime as index
I have some health data of people that are not regular during the day.
In order to make use of it, I want to interpolate the data in regular periods of time during the day (each 30 minutes). Therefore, I tried to use the function interpolate.interp1d.
Executing:
f = interpolate.interp1d(data['pump_timestamp'], data['denormalized_glucose_value'])
datelist = pd.date_range(start = date(year, month, day), periods=48, freq='30min').tolist()
ynew = f(datelist)
Results in the following error:
ValueError: object arrays are not supported
How should I modify my code to make it work?
python datetime interpolation
edited Jan 1 at 21:32
Loss of human identity
1,1911926
asked Jan 1 at 15:26
ASUCBASUCB
93
add a comment |
I have some health data of people that are not regular during the day.
In order to make use of it, I want to interpolate the data in regular periods of time during the day (each 30 minutes). Therefore, I tried to use the function interpolate.interp1d.
Executing:
f = interpolate.interp1d(data['pump_timestamp'], data['denormalized_glucose_value'])
datelist = pd.date_range(start = date(year, month, day), periods=48, freq='30min').tolist()
ynew = f(datelist)
Results in the following error:
ValueError: object arrays are not supported
How should I modify my code to make it work?
python datetime interpolation
edited Jan 1 at 21:32
Loss of human identity
1,1911926
asked Jan 1 at 15:26
ASUCBASUCB
93
You can convert the datetimes to minutes or hours with respect to some offset.
– a_guest
Jan 1 at 15:45
Please share your whole code so I can have a look on this. Right now, it seems too vague.
– Abdur Rehman
Jan 1 at 16:41
add a comment |
I have some health data of people that are not regular during the day.
In order to make use of it, I want to interpolate the data in regular periods of time during the day (each 30 minutes). Therefore, I tried to use the function interpolate.interp1d.
Executing:
f = interpolate.interp1d(data['pump_timestamp'], data['denormalized_glucose_value'])
datelist = pd.date_range(start = date(year, month, day), periods=48, freq='30min').tolist()
ynew = f(datelist)
Results in the following error:
ValueError: object arrays are not supported
How should I modify my code to make it work?
python datetime interpolation
edited Jan 1 at 21:32
Loss of human identity
1,1911926
asked Jan 1 at 15:26
ASUCBASUCB
93
I have some health data of people that are not regular during the day.
In order to make use of it, I want to interpolate the data in regular periods of time during the day (each 30 minutes). Therefore, I tried to use the function interpolate.interp1d.
Executing:
f = interpolate.interp1d(data['pump_timestamp'], data['denormalized_glucose_value'])
datelist = pd.date_range(start = date(year, month, day), periods=48, freq='30min').tolist()
ynew = f(datelist)
Results in the following error:
ValueError: object arrays are not supported
How should I modify my code to make it work?
python datetime interpolation
python datetime interpolation
edited Jan 1 at 21:32
Loss of human identity
1,1911926
asked Jan 1 at 15:26
ASUCBASUCB
93
edited Jan 1 at 21:32
Loss of human identity
1,1911926
asked Jan 1 at 15:26
ASUCBASUCB
93
edited Jan 1 at 21:32
Loss of human identity
1,1911926
edited Jan 1 at 21:32
Loss of human identity
1,1911926
edited Jan 1 at 21:32
Loss of human identity
1,1911926
1,1911926
asked Jan 1 at 15:26
ASUCBASUCB
93
asked Jan 1 at 15:26
ASUCBASUCB
93
asked Jan 1 at 15:26
ASUCBASUCB
93
93
You can convert the datetimes to minutes or hours with respect to some offset.
– a_guest
Jan 1 at 15:45
Please share your whole code so I can have a look on this. Right now, it seems too vague.
– Abdur Rehman
Jan 1 at 16:41
add a comment |
You can convert the datetimes to minutes or hours with respect to some offset.
– a_guest
Jan 1 at 15:45
Please share your whole code so I can have a look on this. Right now, it seems too vague.
– Abdur Rehman
Jan 1 at 16:41
You can convert the datetimes to minutes or hours with respect to some offset.
– a_guest
Jan 1 at 15:45
You can convert the datetimes to minutes or hours with respect to some offset.
– a_guest
Jan 1 at 15:45
Please share your whole code so I can have a look on this. Right now, it seems too vague.
– Abdur Rehman
Jan 1 at 16:41
Please share your whole code so I can have a look on this. Right now, it seems too vague.
– Abdur Rehman
Jan 1 at 16:41
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%2f53996644%2finterpolation-of-data-using-interpolate-interp1d-in-python-with-datetime-as-inde%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%2f53996644%2finterpolation-of-data-using-interpolate-interp1d-in-python-with-datetime-as-inde%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
You can convert the datetimes to minutes or hours with respect to some offset.
– a_guest
Jan 1 at 15:45
Please share your whole code so I can have a look on this. Right now, it seems too vague.
– Abdur Rehman
Jan 1 at 16:41