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Questions tagged [time-series]

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

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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 ...
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1answer
47 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: ...
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Looking for large scale annotated multivariate time-series!

I'm looking for annotated large-scale multivariate time-series (MTS). The annotation should be in a way that for each sample, the whole MTS sequence belongs to one indicated class/category. I ...
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Multimodal, numerical and changing time series data

Similarly to this question I am looking for time series data sets that show some extent of change in the feature distribution(s) over time. The requirements that I have regarding the data set are ...
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1answer
19 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. ...
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1answer
42 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, ...
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1answer
42 views

Jobs opening for data scientist

Is there data regarding the number of job openings for data scientist/ data engineers and so on?
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1answer
116 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 ...
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55 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.
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54 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 ...
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2answers
553 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, ...
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2k 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,...
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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: ...
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1answer
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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 ...
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3answers
123 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 ...
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1answer
73 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 ...
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1answer
60 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 $...
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Where to find ATM/branch cash replenishment dataset?

Where to find bank ATM/branch cash replenishment dataset? It should have daily data for deposited money, withdrawals, opening balance, and closing balance columns.
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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 ...
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1answer
68 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 ...
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58 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/...
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211 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)?
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1answer
101 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 ...
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1answer
109 views

I'm looking for panel data on Merger and Acquisition

I am looking for sources of available datasets on M&A. My preference would be for a clean panel dataset that might have previously been used for the purpose of studying the effect of M&A on ...
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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.
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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 ...
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2answers
158 views

Bike sharing data with customer ID

Is there any bike sharing dataset available that INCLUDES a customer ID (not only a bike ID)?
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278 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 (...
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1answer
1k 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 ...
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528 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, ...
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1answer
1k 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 ...
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3answers
276 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 ...
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54 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 ...
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3answers
110 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 ...
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2answers
207 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 ...
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557 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 ...
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Looking for data that is a temporal/transient/dynamic network with hierarchical information and edge labels

I am looking for a dataset that has a set of features. network: there are nodes/actors/users which send messages to other nodes as a subset in the network temporal/dynamic: there are time stamps to ...
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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 ...
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1answer
266 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 ...
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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 ...
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2answers
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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 ...
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1answer
334 views

Dataset for temporal community detection

I want to test my overlapping community detection method in a dynamic network and I need a dataset consist of time series which every snapshot shows network in a specific time. But network should have ...
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273 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 ...
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2answers
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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 ...
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4k 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 ...
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1answer
48 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 ...
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1answer
701 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 ...
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1answer
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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 ...
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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 ...
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714 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)?