Questions tagged [time-series]

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

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7 views

(Labeled, if possible) time-series datasets for anomaly detection

I would like to create a big list of available time-series datasets for anomaly detection. I'm especially interested in the following: The time-series data should be segmented into cycles Ideally, ...
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2answers
11 views

How many countrywide weekly mortality datasets are available?

It is a major topic of interest during the covid pandemic to analyse excess mortality. And it is particularly helpful to look at weekly death counts as the resulting year-year comparisons of weekly ...
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15 views

Time series dataset where historical values are updated

I am looking for a time series dataset where the historical values changed through updated reports. The data would be reported on some regular frequency, and the historical values (might) change with ...
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14 views

Dataset of many different types of time series noise - for testing filter quality

I'm working on a 1D time series data problem where I need a filter to be robust to a very wide range of types of signal noise - basically any type of noise where the mean is approximately zero and the ...
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2answers
37 views

COVID level of lockdown by state by month or week?

Looking to compare my salespeople's sales to their ability to reach their customers due to lockdown measures. Where would I look to see each state's official response/level of lockdown by week or ...
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12 views

Where to find large survival dataset with at least one time dependent variable?

Looking for a large dataset for survival analysis where at least one of the variables is time-dependent. For example, this a sample dataset: time status sex age year thickness ulcer 1 10 ...
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2answers
333 views

free REST API for daily end-of-day S&P 500 index

I am looking for a free API to retrieve the daily end-of-day S&P 500 index for the past year. There are plenty of APIs which provide the individual stocks, but the indices are not for free. There ...
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1answer
16 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 ...
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1answer
16 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, ...
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1answer
56 views

cpu usage and power consumption of servers

I would like to have a structured dataset about CPU usage and power consumption of servers. The data should include CPU usage, power consumption.
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6 views

Dataset of many float time series with consequtive missing values for clustering

I am looking for a dataset that is a set of time series of float values. The time series should have, more or less, the same length. Since I would like to test to cluster the time series there should ...
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0answers
24 views

Applications or Datasets with massive number of time series

There are many applications which deal with multiple time series data such as stock market, climate change, etc. It seems most of them are dealing with a few number of streams up to 1000 series in ...
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10 views

Where can I find a time series dataset on patient waiting lists for hospitals (or, some other healthcare related time series dataset)?

I found some on data.world which is a set of data from a conglomerate of hospitals in Ireland. However, this set is not useful to me because it is split between many hospitals for only a period of ...
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1answer
52 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 ...
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1answer
23 views

Which SPEI time series should I use?

I'm using the SPEI index to obtain a measure of drought conditions for various countries, across a number of years. I just want one measure, per country, per year. I am unclear about whether I should ...
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0answers
51 views

Is there a dataset for the flow of people?

Data: I am looking for an anonymised dataset for the flow of people I suppose one may know about it with the cell site or towers. I woul be especifically glad to get geojsons. Context: I am looking ...
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23 views

Where to get soccer data per period? [duplicate]

I have searched for period data in soccer - like number of goals in 15,30,45,60,75,90 mins (15 minutes interval) - but I can't find any. Do you know any site giving this data? Reposted
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24 views

Are there any data-sets having multiple multivariate time-series with causal relations between its attributes along with their description?

I need to perform some data-analysis task. For that I need data-sets containing multiple multivariate(multidimensional) time-series. Along with that I also need the description of each dimension, so ...
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1answer
44 views

Time-series data for causal inference task

I am looking for a suitable dataset for causal inference in time-series data. The biggest issue I am facing at this stage is to find a dataset suitable for experiments, in the sense that the causal ...
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0answers
9 views

Publicly available dataset for failure prediction in servers

Is there any open dataset available for anomaly/resource contention failure prediction in servers. It should have different timeseries features like CPU, memory usage etc. Along with a label ...
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0answers
16 views

How to choose which weather data to use in a time series?

I am conducting an air pollution case-crossover analysis and I'm in the midst of adding in pertinent weather variables. I cast a wide net and downloaded data from NOAA, National weather service and a ...
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0answers
43 views

Looking for electric vehicle charging station time series data

I am looking for time series of the electrical output of an electric vehicle charging station per hour, along with the number of electric vehicles that arrive at that charging station per hour. Is ...
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0answers
18 views

Beginner's question regression

I have 3 time series of returns and I want to predict one with the other. When I scatterplot them 1vs1 I can see they have a "cross"shape" as follow: This happens at all time (if I ...
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1answer
84 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.
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3answers
43 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....
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1answer
28 views

How to get the birds daily observations data from different stations of any region

I searched many websites and I cannot get the correct solution. If anyone have the answer, can share with me.
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1answer
41 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 ...
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0answers
54 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 ...
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1answer
62 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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0answers
21 views

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 ...
2
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1answer
32 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
53 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
49 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
181 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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2answers
76 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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1answer
78 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
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, ...
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2answers
4k 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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2answers
72 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: ...
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1answer
25 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 ...
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3answers
205 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 ...
6
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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 ...
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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 $...
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0answers
78 views

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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0answers
88 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 ...
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1answer
77 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 ...
5
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1answer
63 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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1answer
269 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
115 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
147 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 ...