Questions tagged [time-series]

For questions about data sets that include observations or predictions with a time interval.

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13
votes
3answers
1k views

How might I go about visualising historical temperature CSV data?

I've downloaded the Central England Temperature Data available from Met Office Hadley Centre. On their summary page, it is described thus (emphasis mine): These daily and monthly temperatures are ...
11
votes
2answers
705 views

Time-Series data viewer

Looking for a way of visualizing public power generation data. Typical data set has 1–5 years of hourly data, and anything up to 30 columns. Needing to pan and zoom, and perhaps select sections. Needs ...
10
votes
2answers
5k views

Transactional data over multiple years (Customer ID, Date, Price)

To build models to predict customer behavior, I am searching for transactional data over multiple years (i.e. > 3 years). My focus is to assess the quality of long-term predictions, thus the longer ...
9
votes
1answer
2k views

Football (Soccer) Player x,y,t data

I am looking for something that has the (x,y) coordinates of all players on the pitch over time. I found this: https://heim.ifi.uio.no/paalh/publications/files/mmsys2014-dataset.pdf however, they ...
7
votes
3answers
2k views

Where can I find biological time series data?

I'm looking for datasets for biological systems that have been modeled by systems of ODEs (or more generally biological time series data). I can't even find a simple predator-prey dataset (from a ...
6
votes
2answers
71 views

How to publish annual datasets?

I work in the open data team for a large city. We have a number of datasets that are produced annually, such as budgets. I'm trying to choose between different options for publishing this data: ...
6
votes
1answer
80 views

Hospital infection data

I am looking for hospital infection data sets for modelling purposes: time series about infections such as MRSA, VRE, etc. The data set should contain incidence/prevalence time series in a hospital ...
5
votes
2answers
1k views

Open, big time-series dataset (ideally web traffic)

I'm working on a project for automatically identifying and sorting web analytics incidents. As part of testing of the software, I'm looking for time-series dataset (ideally >100K rows) with daily ...
5
votes
3answers
193 views

Highly periodical time series datasets?

I'm looking for a highly periodical time series dataset. Mainly, this is what I am looking for: Periodic time series. No preference over the frequency, it can be annual, monthly or even daily. The ...
5
votes
3answers
404 views

Historical dataset of prices of valuable metals

I am looking for a dataset that includes the historical price of gold, silver, platinum, copper and other valuable metals. To be precise I am looking for a dataset that consists of more that 10 ...
5
votes
2answers
863 views

Where can I find data sets for machine monitoring?

Can anyone point me to time series data in the domain of machine monitoring/condition monitoring (for example, vibration analysis data)?
5
votes
1answer
62 views

Open Data Portal/Software for Live Measurements: is there any?

I am working in meteorology/glaciology. We have quite a lot of observations (partly live!) and we would like to publish these data (live!) to the world. So what we are looking for is a portal/...
4
votes
2answers
1k views

Large time-series data for learning

I am looking for large time-series data for learning forecasting methods. Data should preferably be at hourly or minute level. Domain doesn't matter much but multiple types of data (financial, IOT, ...
4
votes
1answer
268 views

where can i find time series data sets of Australian beer consumption?

Where can I find time series data sets of "Australian beer consumption" and the amount of carbon dioxide measured monthly in the Ankara capitol of Turkey (ANSO)?
4
votes
1answer
686 views

Green Button energy data

The Green Button Data program in the US allows energy consumers to easily download their consumption data in a standard XML format. With that exported file, they can upload to a 3rd party site or app, ...
4
votes
2answers
200 views

Yule's disturbed pendulum time series example

In his 1927 paper On a Method of Investigating Periodicities in Disturbed Series, with Special Reference to Wolfer's Sunspot Numbers, Udny Yule considers a thought experiment where there is a simple ...
4
votes
2answers
70 views

Where to find river flow time series for rivers in Europe?

I am looking for river flow gauged data for rivers in Europe, i.e. time series. Data can be peak flow or daily flow (m3/s) but it has to cover all of Europe's river basins.
4
votes
1answer
96 views

Natural hazards in California - Historic time series, spatial resolution (lat/long) & Climate Model Forecasts

I am looking for a rather high resolution data set in tabular form (no shapefile, a .txt, .csv, or .dbf) on certain natural hazards in California. The natural hazards I am particularly interested in ...
4
votes
2answers
165 views

Bike sharing data with customer ID

Is there any bike sharing dataset available that INCLUDES a customer ID (not only a bike ID)?
4
votes
1answer
2k views

Is stock data available for bulk download for free?

Is it possible to download a dump of stock data? I've seen the following: Alternative to google finance api Is there anywhere to get a free stockmark data feed/dump? Quandl - seems only to offer ...
4
votes
1answer
295 views

Datasets that input GPS and output historical time-series

I'm wondering what kind of historical time-series data I can get given GPS coordinates as input. More than anything I'm interested in: Temperature Precipitation Humidity Irradiation I'm largely ...
4
votes
0answers
371 views

Looking for intermittent demand time series

I am looking for intermittent demand time series, i.e., demands that have "many" zeros. Such series commonly occur in the retail business for single SKUs in single locations, or as the demand for ...
3
votes
3answers
120 views

Looking for a data set that gradually changes through the time

I'm looking for a proper data set for my anomaly detection model. At this point, we are looking for a parameter which has the following characteristic: it is a data stream that gradually (or even ...
3
votes
1answer
77 views

What are some time-series datasets for clustering (and classification)?

I'm searching for my thesis about time-series (non-video) dataset for the purpose of clustering (and classification). By non-video I mean the dataset should not be video data. Any idea of dataset or ...
3
votes
1answer
76 views

Deterministic time series

I need an example for pure deterministic time series which is not just dependent on time but on previous values, i.e $Y(t) = βY(t-1) + f(t). It should not have stochastic trends in it. I need this ...
3
votes
1answer
113 views

Understanding wind speed data

I am trying to understand wind speed as time series from a mast (tower). The names of the fields are v80a, v80b, v60a, v60b etc. Now I do know that v80 is the wind speed at 80 meters. But why use v80a ...
3
votes
2answers
394 views

Does anyone know a dataset that has both time-series data and descriptive (non-temporal) features?

An example of an ideal dataset would look like: There are some devices, say computers Each computer has parameters (number of cpus, amount of ram, hdd space, etc.) Also we know some time-series data (...
3
votes
0answers
111 views

Time series data to predict the health of vehicle

I am looking for the data sets which were extracted using On-board or off-board dignostic (OBD). I need data which can help me to predict the health of the vehicle and its parts.
3
votes
0answers
61 views

Time Series Regression and Correlated Residuals Dataset

Can somebody please introduce me to a time series regression dataset that has many variables and data point? In a nutshell, I have a time series regression with auto correlated residuals. Note that I ...
3
votes
0answers
102 views

Animal movement dataset

I am looking for a animal movement dataset with at least 50 animals recorder for at least 100 times all together. I know https://www.movebank.org/node/2 but I didn't find what I need. Can ...
2
votes
2answers
3k views

Seasonal Sales Data for time Series Analysis

I am looking for a typical sales data set, which I can use for a time series prediction. I especially want to show how to decompose the seasonal component. A good example would be a fictional company,...
2
votes
1answer
64 views

Time series data on construction cost

I am looking for some time-series data on construction costs in Australian property markets. Ideally the data would have information including city, property type (industrial, residential, etc), and $...
2
votes
1answer
50 views

Data set of particulate matter concentrations in Graz, Austria

I am looking for a data set that which observations are half-hourly measurements of the concentration (measured in μgm −3 ) of particulate matter with an aerodynamic diameter of less than 10μm, ...
2
votes
1answer
45 views

Data resources for air pollution time series

I am trying to learn some Spatial Data Analysis before applying for a PhD in Environmental Epidemiology and Exposomics (I am a Computational Biologist). Therefore I want to work on a small personal ...
2
votes
2answers
36 views

where could one download one minute climate archive?

I have been searching for an archive of one minute climate data. I found bad-quality data from NOAA. Some period data is missing. Data available through this form needs a fee of $90 for just one city....
2
votes
1answer
59 views

IoT dataset of event detection which contains seasonal factor

I am looking for a dataset which is related to IoT data. Specifically, when there are any events detected, the IoT device will record that event immediately. And it should have the seasonal factor: ...
2
votes
1answer
173 views

Sensor data trains dataset

For an experiment I'm looking for a particular type of data set, been looking for quite a while but couldn't find any data sets which even remotely match this description. Are there any good datasets ...
2
votes
1answer
24 views

Find UK daily flow discharge data with gaps in the time series

I am looking for 2 UK hydrological gauges (one main river and one stream) which must have daily flow discharge data with gaps in the time series and the data in the two time series must overlap. For ...
2
votes
1answer
51 views

Drug time series produces unexpected results

I run two queries for the daily number of reports for bextra and avandia: https://api.fda.gov/drug/event.json?search=receivedate:[20050101+TO+20050430]+AND+brand_name:bextra&count=receivedate ...
2
votes
1answer
757 views

Dataset with a multivariate time series of circular and linear variables

I am looking for a multivariate time series (at least 2000 times) where there must be a circular variable and a linear one. For example a time series of wind and wave direction (circular data) and ...
2
votes
0answers
53 views

NMMAPS availability?

The National Morbidity, Mortality, and Air Pollution Study (NMMAPS) was a large national study of air pollution and health in the United States. The study examined 108 cities spanning the years from ...
2
votes
0answers
87 views

Time Series for Regression

I am searching for time series data for regression problems. To clarify: I want to do machine learning on a time-series and predict a single real continuous value for each time series, but I do not ...
2
votes
0answers
42 views

Temporal discrete data with ground truth labels for clustering purpose

I would like to know if there is any temporal discrete data-set available with the ground truth labels. The goal is to test the performance of the temporal/evolutionary clustering methods, such as the ...
2
votes
0answers
269 views

Yaw, pitch, roll: sample data from ships

I am looking for sample data describing the yaw, pitch, and roll on a ship: Preferably with frequent sampling (1 per second or more), for at least a minute. Especially in extreme weather, and ...
1
vote
2answers
230 views

Time series database to test algorithms of anomaly detection

I'm looking for a time series database with which I can be able to test some anomaly detection algorithms. It would be best if the ouliers can be listed on another file in order to evaluate the ...
1
vote
1answer
81 views

Time series dataset for forecasting

I am looking for time series dataset that I can use for forecasting. I prefer one that comes with monthly values.
1
vote
1answer
31 views

Multidimensional Data Stream

I am looking for a dataset containing multidimensional data streams. More specifically, data points such as: (x1, y1, z1), (x2, y2, z2), (x3, y3, z3), ... which are ordered or have time-stamps. ...
1
vote
1answer
15 views

Datasets with chronological variables for specific countries

I am doing some time-series forecasts. The datasets that I am working on have the attributes year, month, day and hour, however, in order to deal with seasonality and holiday effects, I am looking for ...
1
vote
1answer
12 views

What are some canonical time series data sets or data series?

I have a time series technique I want to try out. Is there a list of canonical data sets or time series data that I should test my technique on so that I can see if the technique works? For example, ...
1
vote
1answer
38 views

Where can I find labeled but unsegmented time series datasets?

Almost all datasets in the UCR archive contain only time series sequences that are segmented and scaled to the same length, which is unrealistic. Are there any time series datasets that are not ...