Accessing datasets with R using the AzureML R package

The AzureML R package enables access to your Azure Machine Learning datasets from a local R session and enables the creation and management of datasets in workspace.

This topic provides instructions on how to:

get your authorization codes to access Azure Machine Learning datasets from your notebook
access and upload datasets
access intermediate datasets from experiments
use the AzureML R package to enumerate datasets, access metadata, read the contents of a dataset, create new datasets and delete existing datasets

Use Studio Code snippets to access datasets

The R client library gives you programmatic access to your existing datasets from experiments that have been run.

From the Studio web interface, you can generate code snippets that include all the necessary information to download and deserialize datasets as Pandas DataFrame objects on your location machine.

Security for data access

The code snippets provided by Studio for use with the Python client library includes your workspace id and authorization token. These provide full access to your workspace and must be protected, like a password.

For security reasons, the code snippet functionality is only available to users that have their role set as Owner for the workspace. Your role is displayed in Azure Machine Learning Studio on the USERS page under Settings.

If your role is not set as Owner, you can either request to be re-invited as an owner, or ask the owner of the workspace to provide you with the code snippet.

To obtain the authorization token, you can do one of the following:

Ask for a token from an owner. Owners can access their authorization tokens from the Settings page of their workspace in Studio. Select Settings from the left pane and click on AUTHORIZATION TOKENS to see the primary and secondary tokens. Although either the primary or the secondary authorization tokens can be used in the code snippet, it is recommended that owners only share the secondary authorization tokens.

Ask to be promoted to role of owner. To do this, a current owner of the workspace needs to first remove you from the workspace then re-invite you to it as an owner.

*Once developers have obtained the workspace id and authorization token, they will be able to access the workspace using the code snippet regardless of their role.

Authorization tokens are managed on the AUTHORIZATION TOKENS page under SETTINGS. You can regenerate them, but this procedure will revoke access to the previous token.

Access datasets from a Notebook

In Machine Learning Studio, click on DATASETS in the navigation bar on the left.
Select the dataset you would like to access. You can select any of the datasets from the MY DATASETS list or from the SAMPLES list.
From the bottom toolbar, click on Generate Data Access Code. Note that this button will be disabled if the data is in a format incompatible with the Python client library.

Select the code snippet from the window that appears and copy it to your clipboard.

Paste the code into the notebook of your notebook.



In [1]:

    
library("AzureML")

dataset <- "Breast cancer data"

if(file.exists("~/.azureml/settings.json")){
    ws <- workspace()
} else {
    # workspace_id <- ""
    # authorization_token <- ""
    ws <- workspace(workspace_id, authorization_token)
}
dat <- download.datasets(ws, dataset)









    



Warning message:
: package 'AzureML' was built under R version 3.2.3



In [2]:

    
head(dat)









    Out[2]:





Class age menopause tumor-size inv-nodes node-caps deg-malig breast breast-quad irradiat

	1 0 5 1 1 1 2 1 3 1 1
	2 0 5 4 4 5 7 10 3 2 1
	3 0 3 1 1 1 2 2 3 1 1
	4 0 6 8 8 1 3 4 3 7 1
	5 0 4 1 1 3 2 1 3 1 1
	6 1 8 10 10 8 7 10 9 7 1

Access intermediate datasets from Machine Learning experiments

After an experiment is run in the Machine Learning Studio, it is possible to access the intermediate datasets from the output nodes of modules. Intermediate datasets are data that has been created and used for intermediate steps when a model tool has been run.

Intermediate datasets can be accessed as long as the data format is compatible with the AzureML R package.

The following formats are supported (constants for these are in the azureml.DataTypeIds class):

PlainText
GenericCSV
GenericTSV
GenericCSVNoHeader
GenericTSVNoHeader

You can determine the format by hovering over a module output node. It is displayed along with the node name, in a tooltip.

Some of the modules, such as the Split module, output to a format named Dataset, which is not supported by the AzureML R package.

You'll need to use a conversion module, such as Convert to CSV, to get an output into a supported format.

The following steps show an example that creates an experiment, runs it and accesses the intermediate dataset.

Create a new experiment.
Insert an Adult Census Income Binary Classification dataset module.
Insert a Split module, and connect its input to the dataset module output.
Insert a Convert to CSV module and connect its input to one of the Split module outputs.
Save the experiment, run it, and wait for it to finish running.
Click on the output node on the Convert to CSV module.
A context menu will appear, select Generate Data Access Code.
A window will appear. Select the code snippet and copy it to your clipboard.
Paste the code in your notebook.



In [3]:

    
#dat <- download.intermediate.dataset(
#  ws,
#  experiment = "dd01c7e4a424432c9a9f83142d5cfec4.f-id.00191edf9205484abff308cc624f7c24",
#  node_id = "1bc34767-d39e-472a-aea8-9f414dcbd144-79",
#  port_name = "Results dataset",
#  data_type_id = "GenericTSV"
#)



In [4]:

    
head(dat)









    Out[4]:





Class age menopause tumor-size inv-nodes node-caps deg-malig breast breast-quad irradiat

	1 0 5 1 1 1 2 1 3 1 1
	2 0 5 4 4 5 7 10 3 2 1
	3 0 3 1 1 1 2 2 3 1 1
	4 0 6 8 8 1 3 4 3 7 1
	5 0 4 1 1 3 2 1 3 1 1
	6 1 8 10 10 8 7 10 9 7 1

You can visualize the data using the hist() function. This displays in a histogram for the age column:



In [5]:

    
options(repr.plot.width = 5, repr.plot.height = 5)
hist(dat$age, main = "age")

Use the AzureML R package to access, read, create, and manage datasets

Workspace

The workspace object contains your credentials for a specific AzureML environment.



In [6]:

    
library("AzureML")

dataset <- "Breast cancer data"

if(file.exists("~/.azureml/settings.json")){
    ws <- workspace()
} else {
    # workspace_id <- ""
    # authorization_token <- ""
    ws <- workspace(workspace_id, authorization_token)
}

List datasets

To enumerate all datasets in a given workspace:



In [7]:

    
datasets(ws)









    Out[7]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

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	21 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=%2BaYRh3CxtoN8R3Ly%2FzRckFqCmyCQ3eR49jWKWxWUBYc%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e485999d-5efd-49bf-9eb2-4439a7f6d227/e8cfa414-e772-4f9f-b01a-42c841aedddc?sv=2015-02-21&sr=b&sig=oIksNUH7HHIWv7y25u6mJ37ccZa60FX5dBWOyL2XvAk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.f98010e0a5ca08c9934694b13016ae56.v1-default-234 GenericCSV Adult Census Income Binary Classification dataset 500MB dataset for perf testing datasourceDescription f98010e0a5ca08c9934694b13016ae56 e5e66e16e7e44f4b83f2b8feeda48bd3 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/e5e66e16e7e44f4b83f2b8feeda48bd3.csv?sv=2015-02-21&sr=b&sig=3%2FY%2BZD8SDunwckzuSdNLsldkSQ5T6oIPTe0YYtXrtHo%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%20500MB%20dataset%20.csv%22 FALSE default 234 6.355736e+17
	22 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Q9ZDlDVrInPCEP7unO1QLlpAH%2F7A8ch6OsFiuPtYVtY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/3b50cff5-c6de-4163-bfa8-de942267f7c1/211e10d0-8295-4322-bf3a-1b9e4e9965b0?sv=2015-02-21&sr=b&sig=U8TaHnQUe8QaX7sYfeud0BPS30ZyZDOzMeVmLARdih0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.e787101c50d602c8acdc4880e241053e.v1-default-422 ARFF Breast cancer data Breast cancer diagnosis data against features from cell samples e787101c50d602c8acdc4880e241053e e951631d80aa466182841ee756326b9e FromResourceUpload <8b> NA NA 10 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/e951631d80aa466182841ee756326b9e.arff?sv=2015-02-21&sr=b&sig=0%2BN8vxyfGIYqDSt%2FlohF8loVTVr9j2%2FvviUnhin9I9E%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Breast%20cancer%20data.arff%22 FALSE default 422 6.356938e+17
	23 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=cfTl%2B1qc4RvU4QzKeGfOpAL6CyrF%2B4aWBrU8%2BMsXAx0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/f06367be-d6dc-40ff-9702-572d6f7f32f2/af5b5468-59a4-47a1-aca1-5dae9f3d2e53?sv=2015-02-21&sr=b&sig=25TC645B8yP%2FOcmVCGyU8dytFB%2BVOhcC4vXovM6rpfo%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.c3dc5bf1d0c60625b30113b61d0c55b6.v1-default-423 ARFF Forest fires data Forest fire sizes in northeast Portugal against weather and other data c3dc5bf1d0c60625b30113b61d0c55b6 273d43c6e6a1440b906cd8eb5f84aeb7 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/273d43c6e6a1440b906cd8eb5f84aeb7.arff?sv=2015-02-21&sr=b&sig=mQSp6FEuDqPyclmX0cciBzB6%2BIc%2BiQ5LSmwR4Nc6I1I%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Forest%20fires%20data.arff%22 FALSE default 423 6.356938e+17
	24 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=41koi4EWUcKeMwIHsSvdFhLEaXtVV4bsdsoVMGWEivs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/9f2c024a-86f3-4816-8cba-e230fdc565fa/65684f48-1e5b-4ffb-8fbd-5e037c822465?sv=2015-02-21&sr=b&sig=VHmQA9Vat9w8agdSI58YfYwKeSImEkFAd2FdTYNXFFg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.841ecffabf290c8face9229fc4f9a704.v1-default-424 ARFF Iris Two Class Data Iris Two Class Data 841ecffabf290c8face9229fc4f9a704 3a1ad93fa1254f53937a15badff0bf2b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/3a1ad93fa1254f53937a15badff0bf2b.arff?sv=2015-02-21&sr=b&sig=gZbr55eHZOzwJC1hUS2bshcZDPcfsBesiue1M9ILqDY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Iris%20Two%20Class%20Data.arff%22 FALSE default 424 6.356938e+17
	25 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=X7KUQxoniQbJnpJn5Xv4mlqCCAysknEXatT4xVKSALc%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/bc6d9c39-3801-4301-bf76-8f071da012c4/6de5b643-56a9-460c-b4ec-a061e2c0e0d6?sv=2015-02-21&sr=b&sig=9VfOOB9KiKye0PWgLHdTp2guXNxzi1AM9hPT06%2B%2FDyY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.72eb09476cd64015b9d1d2129b4a0ecc.v1-default-425 GenericCSV Adult Census Income Binary Classification dataset Census Income dataset 72eb09476cd64015b9d1d2129b4a0ecc 1ecfc93441f644bfbe2fa9fd347e37a9 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/1ecfc93441f644bfbe2fa9fd347e37a9.csv?sv=2015-02-21&sr=b&sig=aX15sbuOE1ggOFRYFWJYPRR%2B0I0HGEEi0eVTvkUCuH4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset.csv%22 FALSE default 425 6.356938e+17
	26 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=iNpkxVnpBcaVqnELpDcf0oIf972wxEKOvwxd0foSNH8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/409aa996-0adb-4a60-a106-dab86c6400e8/d1d8caaf-be0b-459e-b791-8f277fbb58d4?sv=2015-02-21&sr=b&sig=6CJ6xEP82EP8AvW5Tf1lcodx4msWPU6u2E9cdASmF9M%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.e84c0c6c4f844a90bd79999e62856f12.v1-default-426 GenericCSV Steel Annealing multi-class dataset Steel annealing data e84c0c6c4f844a90bd79999e62856f12 0115f6457a0f49359a8cf9f086f7857f FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/0115f6457a0f49359a8cf9f086f7857f.csv?sv=2015-02-21&sr=b&sig=FSU%2BphoUhzuzXT0n881EWbT%2FuAgK2qgQOOiPFJ0wZhg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Steel%20Annealing%20multi-class%20dataset.csv%22 FALSE default 426 6.356938e+17
	27 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=1Z44FGS10UK8zY%2Bf4YMfKERHG2nBOnXTJed4ZoHKN8I%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/fe0f41ce-5450-4202-bd9c-9fca58dafb36/cf64681b-2147-4d87-b86d-f1b83283064d?sv=2015-02-21&sr=b&sig=brXUWJDoVrYHqfjDfj%2B8z4XP2aXWM3Q733litLxzOBw%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.053d815bac1b07d6b6c50646456107d4.v1-default-427 GenericCSV Automobile price data (Raw) Missing Value Scrubber module required. Prices of various automobiles against make, model and technical specifications 053d815bac1b07d6b6c50646456107d4 8b7caf21a6d94f41b1798a9bc6eae0ce FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8b7caf21a6d94f41b1798a9bc6eae0ce.csv?sv=2015-02-21&sr=b&sig=wnVbRNZU%2BxRypvpaK4qTdMPVbyniJ2V8Uy%2F8LlK1E%2FU%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Automobile%20price%20data%20_Raw_.csv%22 FALSE default 427 6.356938e+17
	28 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=lXb1RrCBufx0pJYbFhvs3bn5Zzqo7xfAWSTTio7FuoM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/35dbbf7a-1680-45d6-8a10-2d887dd485a8/200d03b1-dadf-48e5-9bf8-8d98d4808d12?sv=2015-02-21&sr=b&sig=omSVhXCEPZHJfr7BWSqTkgf0eZn7DZe3SUJLw8UQavM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.0afb2bfe7a2c08e0802052b7f7557f35.v1-default-428 GenericCSV MPG data for various automobiles This data can be used to predict the fuel economy of automobiles based on various information, such as fuel economy (MPG), number of cylinders, engine displacement, horsepower, total weight, and acceleration. 0afb2bfe7a2c08e0802052b7f7557f35 c5500ef5108b4c4683ef006ad09606e7 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/c5500ef5108b4c4683ef006ad09606e7.csv?sv=2015-02-21&sr=b&sig=PZIAonZbFgqoitSPNCp0VXXLo0yz1YF6%2BRpB4oBENys%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22MPG%20data%20for%20various%20automobiles.csv%22 FALSE default 428 6.356938e+17
	29 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=TBdq3%2BCaOymu%2BJptkFpV97whg0tDRPlUX2YhVYhITu0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/abb189b0-6226-4a78-b88b-60f2d81ad9e9/cacaa16d-9464-4a66-8428-d1184130fd5c?sv=2015-02-21&sr=b&sig=mhOd81V1y9ZFtzfbuIFnGMsVvTlmsar6HmamHqzWd2k%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.7e3ffd95222a0c3698ec559ec9e596eb.v1-default-429 GenericCSV Blood donation data Blood donor data taken from the Blood Transfusion Service Center 7e3ffd95222a0c3698ec559ec9e596eb 58e87a776266491ab0a29e663c4ebc1a FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/58e87a776266491ab0a29e663c4ebc1a.csv?sv=2015-02-21&sr=b&sig=d6GAftrcmN8PNlZd2OPFvIZUo%2F3SF9dzDZi1%2FUrZe8g%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Blood%20donation%20data.csv%22 FALSE default 429 6.356938e+17
	30 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=fbxKQE1c4NcXQOvCJHkVbuVa5miUy28uoCGrq7P9zZg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/821d1650-1bdb-4b84-a7fa-125bcdcf2a86/42087237-f13d-424a-a488-450e7431414b?sv=2015-02-21&sr=b&sig=F9fsorUfTiosjhIMR%2FUJ5NrF917tRYa9wo4GHmCVKAA%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.adc1fe8d22f50c3889e0c47fa4cde7d7.v1-default-430 GenericCSV Energy Efficiency Regression data This dataset contains the energy analysis results from simulating 12 different building shapes in Ecotect. It has 768 samples, 8 features characterizing the buildings (Relative Compactness, Surface Area, Wall Area, Roof Area, Overall Height, Orientation, Glazing Area, Glazing Area Distribution) and two responses (Heating Load, Cooling Load). adc1fe8d22f50c3889e0c47fa4cde7d7 b8ced3fba1104d959521960cd6c42fdd FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b8ced3fba1104d959521960cd6c42fdd.csv?sv=2015-02-21&sr=b&sig=5wajOU%2BzNDRgZhvd1SqzXrmRAFE%2B6UrZLp87wdPceJ4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Energy%20Efficiency%20Regression%20data.csv%22 FALSE default 430 6.356938e+17
	31 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=6%2FOw8%2Bbh6PB315RYpOvMvHiGiBU4FGSg4hOdE6i6l5I%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/baca09f3-b333-4a91-abfc-fad872c01058/040c668b-03d6-434b-8cb2-fcde5bcfe1f8?sv=2015-02-21&sr=b&sig=nqoQWaDeLTQ%2FqlJIqv9qVkrSlY1dpn3bCTcG22XsNi8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.5ad60a7358180e6a92b707b9b5d76caf.v1-default-431 GenericCSV Flight on-time performance (Raw) Missing Value Scrubber module required. Flight arrival and departure delay data within United States from October 2011 5ad60a7358180e6a92b707b9b5d76caf 7929e3232df24e66be30045027528cfd FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/7929e3232df24e66be30045027528cfd.csv?sv=2015-02-21&sr=b&sig=aIpXVkmZTBLVuIydsTFi4ZLMWJ%2BtcfbjhFgNj0E9m0k%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Flight%20on-time%20performance%20_Raw_.csv%22 FALSE default 431 6.356938e+17
	32 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=r7qINLEAjjMAKN9S6mH%2Fts8U%2Fj%2FWD6wrkPcwTSEWuOI%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d06b80da-c656-441b-a05a-bc66956283e9/804db174-c0a8-458e-9223-fc9fbb0db47e?sv=2015-02-21&sr=b&sig=OqU9gkpIb6mkketSkILAbEdEgX%2F1TQ%2FqXwL9K2FYsuE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.446a8cd21a9f417290ea214910b647a7.v1-default-432 GenericCSV Pima Indians Diabetes Binary Classification dataset Dataset contains the distribution for 70 sets of data recorded on diabetes patients (several weeks' to months' worth of glucose, insulin, and lifestyle data per patient) 446a8cd21a9f417290ea214910b647a7 b6e1ffefd7d74b279e1849a383c36e82 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b6e1ffefd7d74b279e1849a383c36e82.csv?sv=2015-02-21&sr=b&sig=s%2BpEdljKTZQ5KigmDCjxoy2lGyOZF3BbmS%2Bihtua%2Fkw%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Pima%20Indians%20Diabetes%20Binary%20Classification%20dataset.csv%22 FALSE default 432 6.356938e+17
	33 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=W67otMs6G7pxEFhKyqdroVGvX2rwdhdE%2FNAol2H2j8U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d6409221-b9eb-4165-953a-65c664f77109/eaa9c13a-2df6-4bc6-ac8f-8d5f27c60050?sv=2015-02-21&sr=b&sig=KGI0wPMcV1oMXuX5BKx%2BXEPC27NHvgn%2F7R0n3SLNSLw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.9f24c416008801faafaabec9dffe16a2.v1-default-433 GenericCSV Telescope data MC Simulated high energy gamma particle registration data 9f24c416008801faafaabec9dffe16a2 23432ff1393f487694c65f6d905dea8b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/23432ff1393f487694c65f6d905dea8b.csv?sv=2015-02-21&sr=b&sig=KQmkYCczKcqVJ89mWjsomntEJ6L%2Be%2BX2w%2BaW3HZzu6g%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Telescope%20data.csv%22 FALSE default 433 6.356938e+17
	34 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=9P9hbi9Xs3EyHlkUcD8Mj5b0di4Q5Akuscz7pJsHgNc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/972866d6-9e7a-4f4b-96e6-175213dfd680/16545f09-491f-43b5-a0ef-865bf64d18ad?sv=2015-02-21&sr=b&sig=V3zEWBRlZ5tCWb1COHgJgpEFUWl71g0tr5mryGPEM0U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.c82d55025f294d638741c8ec96abbbc3.v1-default-434 GenericCSV Restaurant customer data Contains user features. Use this dataset for training and testing recommender systems. Pass it as user features input to recommender training and and scoring modules after applying Project Columns to select the desired feature columns. This input is optional. c82d55025f294d638741c8ec96abbbc3 0e3366bed84841dca41fe120629a3b16 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/0e3366bed84841dca41fe120629a3b16.csv?sv=2015-02-21&sr=b&sig=PhkpKG9Z96b5vwdLMsVUiML9CbEnSJPQPmYT1fS3JY8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Restaurant%20customer%20data.csv%22 FALSE default 434 6.356938e+17
	35 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=kcg2s9Jhs%2B6QagMEsU27NuTAGOD%2FKNlzinYxNSMFQZc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/5743157d-6e13-41d5-90d0-9964a76b2c37/bd3457e9-57a3-4e18-88de-bf2f9f785dd5?sv=2015-02-21&sr=b&sig=ZGtg3EKA%2BsOSqG%2BcICx9D8Bs5Opb2750wkJ6Dl1fMjk%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.fe39ad6d6e864c359c4ae98295acbd6a.v1-default-435 GenericCSV Restaurant feature data Contains restaurant features. Use this dataset for training and testing recommender systems. Pass it as item features input to recommender training and and scoring after applying Project Columns to select the desired feature columns. This input is optional. fe39ad6d6e864c359c4ae98295acbd6a 255e53bb05bc46a5b7100a61d785463b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/255e53bb05bc46a5b7100a61d785463b.csv?sv=2015-02-21&sr=b&sig=x4qL%2FxaVVaDjGU7y0WKmS%2F%2FN5CXLL%2BTU4H8f2i%2BP49I%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Restaurant%20feature%20data.csv%22 FALSE default 435 6.356938e+17
	36 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=IibyqOXDv70WuiPqwAVmgiTXaTye4LOxSGkDPn%2FEoHM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/ed2c12c6-4026-4da6-aa7e-582f0a07834a/584380fb-2f53-4b6d-92b5-1a5c3a15ea9a?sv=2015-02-21&sr=b&sig=aOAgQszUK%2FzSrrXUg7zqromwRlEKJ9HkzKcVbpm95jI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.ac6a141a2c404d8e877f72bfdf3a6507.v1-default-436 GenericCSV Restaurant ratings Contains ratings given by users to restaurants on scale from 0 to 2. Use this dataset for training and testing recommender systems. Pass it as an input to the Recommender Add Rating Metadata and Recommender Split Data module in an experimentation setup. ac6a141a2c404d8e877f72bfdf3a6507 8a76fd79d0f449b2b6f26503c5c910e9 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8a76fd79d0f449b2b6f26503c5c910e9.csv?sv=2015-02-21&sr=b&sig=HAPWQfn%2FKI%2Bf9N5c7Ximn1JjiRTr8UHblhsVNXAklV8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Restaurant%20ratings.csv%22 FALSE default 436 6.356938e+17
	37 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=1uW8DIGSJrDoDvT3PHW9HRvO7sKZnfByy%2FPpe%2FItbyQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e452129e-6d4e-4dd5-844b-c0e55872de48/e797545c-ab20-48ad-a8c0-c43e351cfc31?sv=2015-02-21&sr=b&sig=tfz%2B%2BdJYNmx524ORdn%2BN5bibPY71qD04MxMQwq3evbw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.6dc5b5e11dd64485a07723a918b72760.v1-default-437 GenericCSV Bike Rental UCI dataset Bike Rental UCI dataset 6dc5b5e11dd64485a07723a918b72760 d1b9f28ace464084a56966c706b6c105 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/d1b9f28ace464084a56966c706b6c105.csv?sv=2015-02-21&sr=b&sig=ppe7Kb8oGPkaFphnPH3veBZr%2FJqgZBeTvHMo2d8kp7I%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Bike%20Rental%20UCI%20dataset.csv%22 FALSE default 437 6.356938e+17
	38 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=vavzR8L0kFC1tD6LllNj6Z0DNjOj%2B4brrjTcbqN6EGo%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d95967d6-b33b-4ec6-a8d3-aac2a4a117ad/87fb8a63-e6ae-417d-a9f4-f1c22b783523?sv=2015-02-21&sr=b&sig=zfybAlkTYI9arJERsVHv%2BjMAWsmHXVSB1IkBlqXXKl0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.28f5b7af4e604f2d913c199ae21ac8c4.v1-default-438 GenericCSV Weather Dataset Weather Dataset 28f5b7af4e604f2d913c199ae21ac8c4 13524896373340e0867b43e0c31e6e9a FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/13524896373340e0867b43e0c31e6e9a.csv?sv=2015-02-21&sr=b&sig=dX3tRhOqVA%2Fo1XjCcJNdYMJ%2BpxyhoE6XPy9mjaZh9VA%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Weather%20Dataset.csv%22 FALSE default 438 6.356938e+17
	39 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=9ln5cw9Dw82tQa3GDLa%2F3uKxUHS6SWgaQMoJpec4kvs%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/157ed454-3795-4d96-a7e6-937d4d8a0f70/f39f7503-36f2-4d3e-a276-978d2de0bc32?sv=2015-02-21&sr=b&sig=ov8dbsNeyh%2FwjIIogaslBvyU3xS3WfCG2vOTsAMr2Bc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.a84b846f75b34fc4a2617efe9528286e.v1-default-439 GenericCSV Airport Codes Dataset Airport Codes Dataset a84b846f75b34fc4a2617efe9528286e 4f6dacbabdcc4744ba2a8f5b3577b2ae FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/4f6dacbabdcc4744ba2a8f5b3577b2ae.csv?sv=2015-02-21&sr=b&sig=VPdEC7jgrnIRT%2BCLQaZcWW0g0xnEqGOuqsbRfx%2FUiJs%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Airport%20Codes%20Dataset.csv%22 FALSE default 439 6.356938e+17
	40 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=%2BxhPS2jeBu8IMgdUimWItMxa6cKVkQcdI2CkZscyU9s%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d86a776d-f428-4841-8278-f67bc3db4790/50645d7e-2556-4166-837e-1a4d2fbad20f?sv=2015-02-21&sr=b&sig=4sGr1qnsiw7wzKG4V3CGHYNVZE2Lgo%2Fx%2BsHc5nZ6P50%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.950010c47d8f446da04807ecadbb6d74.v1-default-440 GenericCSV Flight Delays Data Flight Delays Data 950010c47d8f446da04807ecadbb6d74 428302b3dbba45e1bb5ceba5afefd1d3 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/428302b3dbba45e1bb5ceba5afefd1d3.csv?sv=2015-02-21&sr=b&sig=hBksAmxpWiECoBPdAOmVn9FmXY6wmqxw7co8dudgTG4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Flight%20Delays%20Data.csv%22 FALSE default 440 6.356938e+17
	41 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=QDO%2FpqW3aBfGplpsiFES8%2FOAobo3M6imCzLwQUP%2Bfm0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/bd0eabcb-ef5b-447b-9114-b654ad05adb5/d57e393d-35dd-4574-aad8-2ee17a3d5b88?sv=2015-02-21&sr=b&sig=qXWnBWw1BmGJViau3FqnfZ9K04FX9K55aEfOeJsbUSg%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.9904c6bbe1ec47c798185d9424776346.v1-default-441 GenericCSVNoHeader German Credit Card UCI dataset German Credit Card UCI dataset 9904c6bbe1ec47c798185d9424776346 30d4751507004895960609300c8b3b2d FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/30d4751507004895960609300c8b3b2d.nh.csv?sv=2015-02-21&sr=b&sig=6qSxnHsA1ZMyiR9n%2FQDkO%2Bwd3WZ55HEckWIRwQQWNB0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22German%20Credit%20Card%20UCI%20dataset.csv%22 FALSE default 441 6.356938e+17
	42 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=xZ%2BCGY6WybSEEmdsvZScBHdUh0H18FYgbMy5v65OD%2FM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/a61a7cdf-7fd6-4087-8fcb-3d7c3b477249/80b5b825-9509-46f0-9002-b88962cfcd01?sv=2015-02-21&sr=b&sig=vhx4BG%2FYQFXbbS5Vas3BUGgehARyFPd5rw%2BlZOY17sY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.f2de0bebb7734f99b7400f7945b6bcf7.v1-default-442 GenericCSV Bill Gates RGB Image Bill Gates RGB Image f2de0bebb7734f99b7400f7945b6bcf7 e45633869e344de184e30141656c5d95 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/e45633869e344de184e30141656c5d95.csv?sv=2015-02-21&sr=b&sig=TmZmLMG2sGJDIivFJmS%2FG9aX4TlOOdDlTPYnyZBi%2F4M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Bill%20Gates%20RGB%20Image.csv%22 FALSE default 442 6.356938e+17
	43 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Ln9%2FZi1nHN54NuIrfnuCjPKaQJ8AdtOmk3wUL7Dq1dA%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/f22ff366-beac-4dec-a7b3-74968ed39a4e/afc9d5b0-4430-4579-89d1-746fb30d23e9?sv=2015-02-21&sr=b&sig=dWnl2joehtmhhKUvHGFLnsGhnQtdQzOD%2FbNufuudQR0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.926f4e9fb46d43e0afba7c4bb60c4f88.v1-default-443 GenericCSV Wikipedia SP 500 Dataset Wikipedia SP 500 Dataset 926f4e9fb46d43e0afba7c4bb60c4f88 5bf887df8c654a30a8b0a8d5d75138b7 FromResourceUpload <8b> NA NA 10 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/5bf887df8c654a30a8b0a8d5d75138b7.csv?sv=2015-02-21&sr=b&sig=pniuMdZW9JpnkcWp8aLfmXJXZ4FQgwbzljdC0PAza9U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Wikipedia%20SP%20500%20Dataset.csv%22 FALSE default 443 6.356938e+17
	44 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=yD2fyleVSu5W%2FIMVvDUzNyU%2FaEvGnUdy%2FrlgSJFt%2BsY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/751ec699-f46f-4e8f-83d3-e6a50c49be4d/d007fb40-f60f-4d55-9ace-c6f1c31297a8?sv=2015-02-21&sr=b&sig=Gv%2BGf8L15qI%2BZJBR3xYHO%2BXGJA1PVR3k4DfEpxbxiUU%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.c11c6a1aa4d845dda394955a2215c9de.v1-default-444 GenericCSV IMDB Movie Titles IMDB Movie Titles c11c6a1aa4d845dda394955a2215c9de 1a8f8d197d2648d09d183e5fbd280c2b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/1a8f8d197d2648d09d183e5fbd280c2b.csv?sv=2015-02-21&sr=b&sig=UPi70StGz5DIPpzBXmRJ4WhToFTQgCZmUwR3QujKQ4M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22IMDB%20Movie%20Titles.csv%22 FALSE default 444 6.356938e+17
	45 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=juF7%2FEqCuMp4W1DcEeEr2WlPL03knJBhPFzh7zsVc9o%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/abbbb257-ca2c-4359-855f-3192f4bf7ebb/548e73e9-fb22-4586-9492-e2fb53f4cbd3?sv=2015-02-21&sr=b&sig=Ye4zESTX32T6GIea2f%2BL29e4GCRGm%2B43kp4%2B662yNfY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.30be8dd6e9d24703b4ee76ce5ec4ffba.v1-default-445 GenericCSV Movie Tweets Movie Tweets 30be8dd6e9d24703b4ee76ce5ec4ffba 8880de87303d4374af9242298fb0610c FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8880de87303d4374af9242298fb0610c.csv?sv=2015-02-21&sr=b&sig=TkUwYYj0BzzbFID7zcUdWH%2B28A5td6nmYNm4Oiq0e7I%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Movie%20Tweets.csv%22 FALSE default 445 6.356938e+17
	46 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=rw0lsCOwOHG%2FFJ9wNnLiziLMmde8lrYSuFHwnJakLgQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/0a59601c-ca16-451d-bf72-9dca0d9b80a9/549b0fb9-2516-4f08-9931-5b5dc7753bef?sv=2015-02-21&sr=b&sig=1o0XM4osjcTdGAxS3geVgcHCsw49KutIy79mUBCDXa8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.41278d58b7f049be999b90ca6fb4409d.v1-default-446 GenericCSV Movie Ratings Movie Ratings 41278d58b7f049be999b90ca6fb4409d 38208629bc634f29bfd8ce2dd97236fa FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/38208629bc634f29bfd8ce2dd97236fa.csv?sv=2015-02-21&sr=b&sig=kWYbgySaPybadJHsw%2Bcf%2BG9dkjKj7xg67x7qjvFVgN4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Movie%20Ratings.csv%22 FALSE default 446 6.356938e+17
	47 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Gl7CCzX60c66cz8lQm78GR2V3y5j2%2F0Myn1fnk23V%2Bo%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/78565115-1cbc-4827-b28a-d14a855ac8b9/90c2137b-1b51-48a9-9b46-f8d78fbeb496?sv=2015-02-21&sr=b&sig=rD1Y9N9yZtNnW32l%2FzI%2F3dKiKJ2T%2FbKC648jzQ%2FDAqw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.7e65c706ab00458fb5a5eb3b678fbd5c.v1-default-447 GenericCSV Time Series Dataset Time Series Dataset 7e65c706ab00458fb5a5eb3b678fbd5c e56cc798dfd94ed782b0095d93f9d3fd FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/e56cc798dfd94ed782b0095d93f9d3fd.csv?sv=2015-02-21&sr=b&sig=WxiXqSHC%2B469BN0xaME%2FjL07ScD6EAkloN%2Bt4nTOq4k%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Time%20Series%20Dataset.csv%22 FALSE default 447 6.356938e+17
	48 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Cs88gw%2FIDlh%2BOUquJDKOIHSLzpUqcJUj8siT6Sz9Ttg%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/df33844e-2809-4964-b8ef-8b6acc2e2815/adff8744-f7f8-4baf-9421-89bef205b262?sv=2015-02-21&sr=b&sig=IxBhO%2BSwue0zqfE%2F6DCK6RPontKXwDJAMTKa7InF280%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.d718be8acae649f3aeeb63507ecab268.v1-default-448 GenericTSVNoHeader CRM Appetency Labels Shared CRM Appetency Labels d718be8acae649f3aeeb63507ecab268 3075978918114234a1a8567623c96c20 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/3075978918114234a1a8567623c96c20.nh.tsv?sv=2015-02-21&sr=b&sig=ctgPh8v%2FSOFR2HHXadDUlqBojkdSe6BJyuhUl8eWiVY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Appetency%20Labels%20Shared.tsv%22 FALSE default 448 6.356938e+17
	49 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=VX5XlVRSvjCEOhChgMeF0ArcEe2w3ljCQJxyPAOUeZU%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e8a147a4-91c7-4dd7-b990-740337d7e0a8/ece19297-3864-40d8-bf06-d375ccbe1075?sv=2015-02-21&sr=b&sig=CaHZ46Khpck6nS3Nsg7Em8aYwKt%2BsaLEoARP9VJlGW4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.1336444d06024746ae3fc9d758755850.v1-default-449 GenericTSVNoHeader CRM Churn Labels Shared CRM Churn Labels 1336444d06024746ae3fc9d758755850 1c0148bcc415432da042eb198b6bc309 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/1c0148bcc415432da042eb198b6bc309.nh.tsv?sv=2015-02-21&sr=b&sig=r72mA4q0EO2dQFaCJxygJ5Cg0ad5iJuWJ6cCTpWK2dE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Churn%20Labels%20Shared.tsv%22 FALSE default 449 6.356938e+17
	50 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=UUUsR4U%2BDKGhbAIiFqnQv8cvlvyQP5rsxiR7dBhzZkE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/276d848a-7bb3-4cbd-9e8f-caccb35f3cbc/0dbb968a-1685-44d5-b046-2719cc01b821?sv=2015-02-21&sr=b&sig=O%2FAVlpHDFkjr6PU6UkcV0HVnvQ6unUpQZdyT4cEjuTQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.0acffd6a23454c71b556200ccf427656.v1-default-450 GenericTSVNoHeader CRM Upselling Labels Shared CRM Upselling Labels 0acffd6a23454c71b556200ccf427656 5eef59cccc934bd98f7586d1b3ca893d FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/5eef59cccc934bd98f7586d1b3ca893d.nh.tsv?sv=2015-02-21&sr=b&sig=Wk7hhfKlxPbRqYK1QJTZ%2BRCT3nXpgcUcjrIia7GirlQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Upselling%20Labels%20Shared.tsv%22 FALSE default 450 6.356938e+17
	51 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=6hgVbZcr%2FQttqR9xG79y3tuCZdHPQ7BimLR2UE0qkrM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/3064c5df-52eb-4e74-8bcb-58422dd57bc5/a6b77e03-b88c-4b5a-99d0-9a0f18b9b662?sv=2015-02-21&sr=b&sig=AU6oE9uMQhy41dDZlrBLctbg%2BS2VIX5qDSmmUEzZC18%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.b2c8a0761a2948eb914a09914090e399.v1-default-451 GenericTSV CRM Dataset Shared CRM Dataset b2c8a0761a2948eb914a09914090e399 c72081381c80436ab9c9a1c9614b0766 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/c72081381c80436ab9c9a1c9614b0766.tsv?sv=2015-02-21&sr=b&sig=N9na5gizejJdHrGjidYy5H3VXiVIeEEzW4BimasCHeQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Dataset%20Shared.tsv%22 FALSE default 451 6.356938e+17
	52 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=d6eS1hQoRH5T7MW4U7AshFamCnJy6bVJ%2Ba6VfWiMwTU%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/5f09fe2d-ee54-41da-8c5b-d758be49bea7/40008af8-de94-49ae-98c2-045c41a869af?sv=2015-02-21&sr=b&sig=aRDbz3ni8u4XvPnLa99RG66wlJvxt5trmzezOTSkwFE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.98db28666b7249a7954424d2e5a9aa66.v1-default-452 GenericTSVNoHeader Breast Cancer Info Breast Cancer Info 98db28666b7249a7954424d2e5a9aa66 70b5584a52cb4b939069fa1b948f7810 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/70b5584a52cb4b939069fa1b948f7810.nh.tsv?sv=2015-02-21&sr=b&sig=2AcO5Rp8TyyEYilW4gbr0vDXbn0qD9fTl9GoyYhBdj4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Breast%20Cancer%20Info.tsv%22 FALSE default 452 6.356938e+17
	53 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=XU526Qy%2FdSeA9H9Xc85tP658eOj9sqkWcu4l11YMXhQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/182d80dc-5014-42bb-9ec0-1b40ac70a53a/74a6da70-a70d-45a9-b472-0f0d8977a9f3?sv=2015-02-21&sr=b&sig=g0Pm796sSRV3zf%2B8JjalHr0NiGKRXcctkpQrW0hPOMk%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.eb7ff1dc6e1942338372c6bdb59548f8.v1-default-453 GenericTSVNoHeader Breast Cancer Features Breast Cancer Features eb7ff1dc6e1942338372c6bdb59548f8 8d80d7db2f30418d856cbd7877ada8f5 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8d80d7db2f30418d856cbd7877ada8f5.nh.tsv?sv=2015-02-21&sr=b&sig=LVaCd0gne1LFkWHM%2ByH44ceMHHQRW%2BA%2FLhIbZNMMdZc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Breast%20Cancer%20Features.tsv%22 FALSE default 453 6.356938e+17
	54 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=e4%2FljbnhpQHbaUQKUIQCJvtOSKglTZqQFWCL%2FFZRW7M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/28bebf5b-0936-4926-812c-86f4dc30e93a/b4d93812-3276-4967-8e81-526b2c4dd685?sv=2015-02-21&sr=b&sig=wpyJIzcqvRcP3BLvw5GnkzJ7PN4XZrMh%2FbTvcolT75M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.6dee1fc8d44141c9ad41e46ad94b85b3.v1-default-454 GenericTSVNoHeader Named Entity Recognition Sample Articles Named Entity Recognition Sample Articles 6dee1fc8d44141c9ad41e46ad94b85b3 6de7f795fb3a48fdbd4c34efb9c01037 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/6de7f795fb3a48fdbd4c34efb9c01037.nh.tsv?sv=2015-02-21&sr=b&sig=3n8Xt99I%2FdFIqPWApfdkrv%2BRlSo4BdxFfEcmuAoE8Y8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Named%20Entity%20Recognition%20Sample%20Articles.tsv%22 FALSE default 454 6.356938e+17
	55 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=HhmbS1SQJCwUdnw10T94yGTFACxgc6BmInGUmQJpl2A%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e197c93d-174c-4cfa-850f-191237fc592d/ba18a730-cfd4-4355-af39-1ea2c5a6c725?sv=2015-02-21&sr=b&sig=pMT5qDGB8L4RIX%2BZGw0Fgs5%2F%2F9IsM3zfPN%2B%2Fmexv6TM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.0c5234182a844ce4a201bb9ad6739cf6.v1-default-455 GenericTSVNoHeader Book Reviews from Amazon Book Reviews from Amazon 0c5234182a844ce4a201bb9ad6739cf6 0106630011c6446aafde512514e4f21f FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/0106630011c6446aafde512514e4f21f.nh.tsv?sv=2015-02-21&sr=b&sig=8b2glWOLnEFWsufRp2Z%2BeG%2BORLG9W8Q4W0Mxwok8T2Q%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Book%20Reviews%20from%20Amazon.tsv%22 FALSE default 455 6.356938e+17
	56 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=8ZeOzwAuZ1kq5j5BA9aTkfcWJtdLikH3YvjxbYKDSiw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/05b498ec-3e0e-456b-aa11-3c7d3d1957bc/a96498cf-6ef1-4006-9d40-77e7dece8676?sv=2015-02-21&sr=b&sig=CB5c8rvGzHAeCvnnblnGVZK6DZJSeYUkIYbgtRjS7c0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.896db14734324ce084481451363389f8.v1-default-456 GenericTSV MNIST Test 10k 28x28 dense MNIST Test data 896db14734324ce084481451363389f8 cb63b5ce35374b54ba11bbbe5d696996 FromResourceUpload <8b> NA NA 6 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/cb63b5ce35374b54ba11bbbe5d696996.tsv?sv=2015-02-21&sr=b&sig=Rju1%2BmLXsmFo2%2FZupfNHceKsd2ErPs75FnZsz9GoxVI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22MNIST%20Test%2010k%2028x28%20dense.tsv%22 FALSE default 456 6.356938e+17
	57 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=XlnSUU9i3AfIRe4JriGXyFo8gEGIEjmt0VVW0J3pQcI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/c24541e1-3253-4010-be26-fa5af06c1f75/62311330-f7d1-4a5a-8fea-16c0b6491081?sv=2015-02-21&sr=b&sig=DcQX%2BJ398tls28bdFjee13m6qh316lIEf2OO5TEq%2BVI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.100b00d330fb44d3a80f3aac3c15b5ac.v1-default-457 GenericTSV MNIST Train 60k 28x28 dense MNIST Training data 100b00d330fb44d3a80f3aac3c15b5ac 059bf24c85cd4dfe9f8ac8db3613aaf9 FromResourceUpload <8b> NA NA 6 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/059bf24c85cd4dfe9f8ac8db3613aaf9.tsv?sv=2015-02-21&sr=b&sig=TxUzUCCYOnp2%2FyYoHQKRJnd9QYCkNX9twvq3TijhIuY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22MNIST%20Train%2060k%2028x28%20dense.tsv%22 FALSE default 457 6.356938e+17
	58 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=5J0yRdSaSIL4J9Ogf27Cr3rvilTeWMtQ02ZNDpWOJ5U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/6ccff2b1-f232-4451-9398-3091d69e5690/25afa776-8322-4f5d-8b5e-590fd57c2dba?sv=2015-02-21&sr=b&sig=wvg7I7ZohrEHU4Dr82R3ytDYQSN8CH9rrp33el00HGA%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.e5c44c4642eb0e2981cf2778e32a7254.v1-default-460 GenericTSV testDataSource_d0a2ba648c204f9fb9c4ec2fd04791cf datasourceDescription e5c44c4642eb0e2981cf2778e32a7254 b92deaa2e5e3409a93522003fe96156e FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b92deaa2e5e3409a93522003fe96156e.tsv?sv=2015-02-21&sr=b&sig=IdKAkofkis%2B8zAk%2FTQbWemDfbDVRs6N8TRX%2BdqzwdMk%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22testDataSource_d0a2ba648c204f9fb9c4ec2fd04791cf.tsv%22 FALSE default 460 6.357067e+17

To list just the user-created datasets:



In [8]:

    
datasets(ws, filter = "my datasets")









    Out[8]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

	1 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=TlQHK0dXH3UY5pjzAActsPraoHkbshM03jwnuRiZZ6Y%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/a47473da-8d46-4c10-8fa5-90f0b1cf49b7/14f2ca51-3260-4889-880d-03f7fd70c9dc?sv=2015-02-21&sr=b&sig=LfV67rmFrR8vgL6iY62oSk0bbdV0FKIFRUKMlsLvFM4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.8374d198487e485b91bd8e87abd6ff8b.v1-default-100 GenericTSV iris-test sample upload of iris 8374d198487e485b91bd8e87abd6ff8b 36fc94c1d9a0407bb23de6db7cac1fbb FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_36fc94c1d9a0407bb23de6db7cac1fbb.tsv?sv=2015-02-21&sr=b&sig=EGHt1UB%2F7DJD%2BDpK3bOFZkvzJ1GHStIG%2F9ngFuejNgk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test.tsv%22 FALSE default 100 6.359018e+17
	2 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=qY1UEu0uckb3TPppYRtoNxZ1A4nErH7o65eO8cs3Fms%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/b16124e2-36aa-46ac-8f4f-232ad25b964d/1a0c5c98-1467-4e84-a07e-db162057eece?sv=2015-02-21&sr=b&sig=fWbdIJyYHL022i4DZSp6cIkbwTqE%2BAPd6SeUcHY%2Bod0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.3804d259587645c7a7784eea83f567c5.v1-default-101 GenericTSV iris-test-2 sample upload of iris 3804d259587645c7a7784eea83f567c5 6ef948258e3642898ec078ae3ef199cc FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_6ef948258e3642898ec078ae3ef199cc.tsv?sv=2015-02-21&sr=b&sig=io2kY6TcuvkmEwO7MMSYarVhaR7dSZW4ZcZ36DcDnDg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test-2.tsv%22 FALSE default 101 6.359019e+17
	3 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=dtunteYfRAx8WcJ7Yznf6wZ%2B%2BWFB9kcFCjDZwrV2nAY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/aeae20ad-54cd-4845-9a8e-3d055eb801fb/c23a2cad-4251-4298-9fed-66429249e5a0?sv=2015-02-21&sr=b&sig=S1Z3RILzX%2FwB%2BbQjH6mSp%2Bh%2B%2FLR7E7BWqBHM3u%2Bg9O4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.5abe1c7047ec425eb69789295426f25c.v1-default-102 GenericTSV BugBash 5abe1c7047ec425eb69789295426f25c d6fb128fceab4a82b57187b3b73ad57b FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_d6fb128fceab4a82b57187b3b73ad57b.tsv?sv=2015-02-21&sr=b&sig=AB%2BIaMQd9md2ws58dlQ%2BuSAtBDOaAZo1FTWeXhTg8tk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22BugBash.tsv%22 FALSE default 102 6.359021e+17
	4 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=pO5JebUbm1dHHSwS7A45xHCowqaoF0kq1XTj2MZRzYU%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/87928616-8487-4ca3-89f4-9bb20746b1bf/762f6e7f-2e35-4959-ac41-7b844b81aab0?sv=2015-02-21&sr=b&sig=H2t%2FeYy4y7qRVg5jmmojrb7Q68IKDK%2Bf1us7kXgwTVs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.2ae2179497824f2b8160c989bb8e7b6c.v1-default-103 GenericTSV missings sample with missing data 2ae2179497824f2b8160c989bb8e7b6c 45808595b56a47f29c61af9308780012 FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_45808595b56a47f29c61af9308780012.tsv?sv=2015-02-21&sr=b&sig=qExRsKuNWmd%2B45y3asf1DLnakI62TStT5Ql%2FlL9R6Ik%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22missings.tsv%22 FALSE default 103 6.359026e+17

To enumerate just the example datasets:



In [9]:

    
datasets(ws, filter = "sample")









    Out[9]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

	5 NANA NANANA NotSupported 506153734175476c4f62416c57734963.7bbb260f62084435bc0a39d085242d8a.v1-default-459 Zip text.preprocessing.zip Utility R script for text preprocessing to use with text classification template 7bbb260f62084435bc0a39d085242d8a 33293495a16a4237ae369ee97e922d9a FromResourceUpload <8b> NA NA 3 TRUE NA https://esintussouth001.blob.core.windows.net/uploadedresources/33293495a16a4237ae369ee97e922d9a.zip?sv=2015-02-21&sr=b&sig=ZxnuLnsiyEByhLjMk4ZFLrjTqWKJk5LdDdAlAhCeC9U%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22text.preprocessing.zip%22 FALSE default 459 6.356938e+17
	6 NANA NANANA NotSupported 506153734175476c4f62416c57734963.b915384c130f4afbaf980bc414abcd4a.v1-default-458 Zip fraudTemplateUtil.zip Utility R script to use with online fraud detection template b915384c130f4afbaf980bc414abcd4a ec235692917748de818f7a1a9e8c6eff FromResourceUpload <8b> NA NA 3 TRUE NA https://esintussouth001.blob.core.windows.net/uploadedresources/ec235692917748de818f7a1a9e8c6eff.zip?sv=2015-02-21&sr=b&sig=53DufB8Drvrxom6ceL02Tt8aznx%2B66CuhocHszbbpOE%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22fraudTemplateUtil.zip%22 FALSE default 458 6.356938e+17
	7 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=1aJtE58qVMh7Cq7IkvYQv4ATGXu86PQk2azw%2BwhSxhw%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/0b754310-aa4c-439f-90fc-0651aed47cf1/a4d1f673-4091-46b6-9542-696e5bb0bdfb?sv=2015-02-21&sr=b&sig=AU6qUel1uV6R8c0VbsOnsAl4jOF29tVv0nQzRJmY3eg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.f7a7a0f43b7b04d897ecc5e973d1fb98.v1-default-69 GenericTSV testDataSource_a5e9faf817084997981d094ef040389b datasourceDescription f7a7a0f43b7b04d897ecc5e973d1fb98 9712c9702afe0675b081536050fd1dee FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/49d3bafa-10e3-4dc7-9073-f3415a8f0635/49d3bafa-10e3-4dc7-9073-f3415a8f0635.tsv?sv=2015-02-21&sr=b&sig=RIpCNHtE%2BL1X%2Be1pd8a0YHXvG%2FpRAPyWuBtfA9W4M4A%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22testDataSource_a5e9faf817084997981d094ef040389b.tsv%22 FALSE default 69 6.355073e+17
	8 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=71Oq%2BQNEd0sp5tHIfkjR7UNuc6BmYzWB5FVNb2xRT%2BU%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/28c94894-ce9f-48b2-bb7e-9629028d2c82/56ba3726-ce26-4ace-bd9e-1fa312df9f97?sv=2015-02-21&sr=b&sig=BokWldS2grBIkMtrSiviB6t9idru3MIPPe6sCA%2BtdJk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.6f71bb7d80d6017ab9d1a9c500675299.v1-default-70 GenericTSV MetaAnalytics.Test.GlobalDataset.IntegerTSVFile Global TSV test file 6f71bb7d80d6017ab9d1a9c500675299 b567075a9d1905cc9d82a3f16db827ea FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/55e91c8c-4201-4195-baad-d3b151d49cb4/55e91c8c-4201-4195-baad-d3b151d49cb4.tsv?sv=2015-02-21&sr=b&sig=QiZcPqTBWlP0acwpUD6vMKeFV8g0spxFSOKmciiAlkA%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22MetaAnalytics.Test.GlobalDataset.IntegerTSVFile.tsv%22 FALSE default 70 6.355079e+17
	9 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=6GEOQAd8yMBQ8zQoaYCWBa%2B%2Fo%2BS1Bbfa8gGQPpkHnwc%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/38bbf6dd-5c83-490b-95ee-6e3b2fcd4b08/aa7de936-fe52-45ce-99e6-1fbd0a1c8919?sv=2015-02-21&sr=b&sig=jGmAGu65Vr0rxqlj7mtKUlaYl5rgVuhngvI3dh%2FKgcs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.416ede55ec48040a80973784c6c76d76.v1-default-71 GenericCSV MetaAnalytics.Test.GlobalDataset.IntegerCSVFile Global CSV test file 416ede55ec48040a80973784c6c76d76 3a2f9ea4fc730b809e00a2e0fd6afb78 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/7f0ecd0b-cd82-4979-80a0-a38ef4bc5fcd/7f0ecd0b-cd82-4979-80a0-a38ef4bc5fcd.csv?sv=2015-02-21&sr=b&sig=DDmFTqgqI7FM2ETy5XAi8COWtkcnS4vodBuIcFz2MWs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22MetaAnalytics.Test.GlobalDataset.IntegerCSVFile.csv%22 FALSE default 71 6.355079e+17
	10 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=%2BcJkarnbdXLNWIK8PozSI1Z8VMOKJZFm1JTV2xaBg7U%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/445375dc-af52-4e40-a8d6-696ef5036cd4/a2c63723-bf7c-4a46-804b-93a49d857604?sv=2015-02-21&sr=b&sig=TIV%2BQjgzTIT8O5lkydoSNWfUxeKeWBaDQTmb%2ByUo6PM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.208d213c5cf2065687874d8133f93a4e.v1-default-76 GenericTSV testDataSource_65885ed31a854d70962a02d5641d3c92 datasourceDescription 208d213c5cf2065687874d8133f93a4e 55fcf4ef2d6b04479a47a8c45ab8db92 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b27fddab-a102-4943-9856-3927e75d87e5/b27fddab-a102-4943-9856-3927e75d87e5.tsv?sv=2015-02-21&sr=b&sig=JJYYGGrN4SHiJgSOow1OxqM3tI5EuDkQhORYfhNgpU0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22testDataSource_65885ed31a854d70962a02d5641d3c92.tsv%22 FALSE default 76 6.355079e+17
	11 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=yhIahRSLAK88q357ftg8VhYZvuaXdj%2BBdxc0427op6M%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/11ceddd7-ec0f-4e94-8bd6-3e4c6fed4352/f59d2497-5dd7-40ae-9422-abae999a2d22?sv=2015-02-21&sr=b&sig=N3UXuI4FzckpknUXYJNTSmdKY9%2F03FlQQa1QUQA0Cbs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.f2e09c6e4d8f03eab27acbfcae942abc.v1-default-81 GenericTSV testDataSource_b9934ad1356e4f1d969565bfc24ee01b datasourceDescription f2e09c6e4d8f03eab27acbfcae942abc 51891688fa060a188ced78d3db9ae2ae FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/6d7cc85a-6655-4835-993d-b5b61cd3e7c4/6d7cc85a-6655-4835-993d-b5b61cd3e7c4.tsv?sv=2015-02-21&sr=b&sig=gyfh%2FVjGHk%2B83vSmH5iDbtdnKlcLaCGkQMLFazFEqFg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22testDataSource_b9934ad1356e4f1d969565bfc24ee01b.tsv%22 FALSE default 81 6.355089e+17
	12 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=3Og%2FxdeX89AwBMjQJT%2B7TKNntG%2BaFIMcAdGjI29yX68%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/9c49a011-51c9-47a4-be62-ea44aa9ef059/1a8c4671-c968-4e9f-9e30-de31651f61b1?sv=2015-02-21&sr=b&sig=wj2yp5LnJUt9q3YAe90x0suwe9qbCzclP%2BOM%2FI%2Fvkok%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.3d9e998d77aa08d8a9a86cff2225e67e.v1-default-86 GenericTSV testDataSource_dc2c925cb44147b0a5e98a6c44a369fe datasourceDescription 3d9e998d77aa08d8a9a86cff2225e67e 1bae69b6e03a0edc807fc04414319e69 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/2b2a626c-6df8-4eed-98a7-65c6966fc09c/2b2a626c-6df8-4eed-98a7-65c6966fc09c.tsv?sv=2015-02-21&sr=b&sig=rjlGi8lrmIBH7gKODd1f0Htcqyr54erf8JjOu1sN9CQ%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22testDataSource_dc2c925cb44147b0a5e98a6c44a369fe.tsv%22 FALSE default 86 6.35509e+17
	13 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=U%2BmxwJFS8LzPFN6lADFBa0%2Fw%2BAZqNiVuGH9opKrCSW8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/b4e06d58-a428-4bfa-b892-dc9a440452bf/7e8d4845-a525-4a0a-a31c-a5c414643c44?sv=2015-02-21&sr=b&sig=NvO%2F2EF0%2FHe5KlTyhXax1s7FDKxDBOU5FGON7TQnmAs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.31b61bc9b4c70a86ba05fb66d563ff95.v1-default-226 GenericCSV Adult Census Income Binary Classification dataset 100KB dataset for perf testing datasourceDescription 31b61bc9b4c70a86ba05fb66d563ff95 474341b1d1c24d85b7743299a268dcbd FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/474341b1d1c24d85b7743299a268dcbd.csv?sv=2015-02-21&sr=b&sig=xhm2d3tlFOmu7uaz6%2F5%2Fyrzn%2BsaIs%2Bb%2FdGmHd%2Bluj0Q%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%20100KB%20dataset%20.csv%22 FALSE default 226 6.355736e+17
	14 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=e8pCU21K1XCtdaWnyxYCvBGkwFPUNFeNJaK%2BNfJXMJo%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e4e633bf-7986-452a-8e08-8b3d081daaa8/2509a829-4cc1-4076-afe6-f5bb3e9b6005?sv=2015-02-21&sr=b&sig=Az59mww8tZEQlgDgnfUKjiaP0mQpXKs5%2FdHMc1ixdWQ%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.69d6d92ae1c104b89c146c5b52f6247e.v1-default-227 GenericCSV Adult Census Income Binary Classification dataset 500KB dataset for perf testing datasourceDescription 69d6d92ae1c104b89c146c5b52f6247e bb4e7f54155c4f55a0f625dbcd7ef8c0 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/bb4e7f54155c4f55a0f625dbcd7ef8c0.csv?sv=2015-02-21&sr=b&sig=JyEZ%2BKSDplzv%2Fy2oNp7tav4Cm4jnRAPubhCUh14K3ow%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%20500KB%20dataset%20.csv%22 FALSE default 227 6.355736e+17
	15 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=OSksFFFVlSoHhGI4457j1xC8jkk9AzHhGrYG6FS%2F%2BSs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/51f39351-5a4e-4aa8-95ef-ce83177f727e/937e0249-9aa3-4ad4-b85b-b462fbe77daf?sv=2015-02-21&sr=b&sig=EJtZ%2BOyMTOamf%2BkIGSgVtKSx9EtWXvjQJZaSn9nKdDY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.7d4ccd4aa3a304e78eb259266b679b46.v1-default-228 GenericCSV Adult Census Income Binary Classification dataset 1MB dataset for perf testing datasourceDescription 7d4ccd4aa3a304e78eb259266b679b46 dda5143de4974d6681bf6f5708aa2e73 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/dda5143de4974d6681bf6f5708aa2e73.csv?sv=2015-02-21&sr=b&sig=sznL5n%2BfLQfVbgW9qzXrwJO9ZzJ9HKd4KJhFnLBHoa8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%201MB%20dataset%20fo.csv%22 FALSE default 228 6.355736e+17
	16 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=iDnRTLcVaZ4XgyubDvRdW8Aoe9TXBnfKjaQ2t6ysgGA%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/95f359d3-162e-4d2a-909c-a3d8540c810b/202af927-7942-4308-97d1-a8c6b741d656?sv=2015-02-21&sr=b&sig=l0zYxGSny4iKYZpAA%2B3qU2lb%2BCfVmRlbd94J58On1Xk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.a8c46d5436ed0a5d800e0d9d7bddcfa0.v1-default-229 GenericCSV Adult Census Income Binary Classification dataset 5MB dataset for perf testing datasourceDescription a8c46d5436ed0a5d800e0d9d7bddcfa0 bc9f6e45aca64b56b9a0cf049bd816f1 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/bc9f6e45aca64b56b9a0cf049bd816f1.csv?sv=2015-02-21&sr=b&sig=t98RoD1U3RlBpyjedX3tdFjAa07ypNiUp54m0NSxq4A%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%205MB%20dataset%20fo.csv%22 FALSE default 229 6.355736e+17
	17 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=gu8rOjjISGbdNksIotUzkWCtxbLv0qGeuUPvzb8uCD4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d85cdb8a-ce23-4d1d-a13b-2821ac7843b9/de03e2f6-f150-4287-ab22-2df766f36c3c?sv=2015-02-21&sr=b&sig=8bEqbeNw8cm%2BbavPChocJxVAoLm8L0gRh0fcSKfjwYI%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.e39f8511abf602029b72c151f0ac00a2.v1-default-230 GenericCSV Adult Census Income Binary Classification dataset 10MB dataset for perf testing datasourceDescription e39f8511abf602029b72c151f0ac00a2 f76498edaad84287acd7b3b1cb86d43e FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/f76498edaad84287acd7b3b1cb86d43e.csv?sv=2015-02-21&sr=b&sig=vo8TsS%2FLnVtQlB6Y9JiZ0yuyuVz1hTeA0uRuUOzANGA%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%2010MB%20dataset%20f.csv%22 FALSE default 230 6.355736e+17
	18 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=yBc6GCB%2FRWtkfqv2kVAtyTMJGNgrrSOiTSjdA8sfnSA%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/40d4dbb1-21d1-4a7a-be4e-4e7761674e47/b374c343-a8dc-4699-a3b9-dbabeed41ba1?sv=2015-02-21&sr=b&sig=fNkiD8syfEMZfSRXK6WVRPwBVKcO03HL7vFrJvYpD9w%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.1b90b8adbc6e009ab76dfff054314fa0.v1-default-231 GenericCSV Adult Census Income Binary Classification dataset 50MB dataset for perf testing datasourceDescription 1b90b8adbc6e009ab76dfff054314fa0 b0d7510c2b174e3b90678647a53dc7d5 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b0d7510c2b174e3b90678647a53dc7d5.csv?sv=2015-02-21&sr=b&sig=N%2BSiQww5fhkL3wQB7EZqaysjZch9eFgaPjKmTzV9jbw%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%2050MB%20dataset%20f.csv%22 FALSE default 231 6.355736e+17
	19 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=PKiu%2FvP5fyAhuOPOb6hNNK4qHtXYU84Hu%2FBlM%2BWmplY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/0360227d-8693-48ea-b72c-e3202ad8f149/5450d3ff-e652-4967-9653-2766c85537b6?sv=2015-02-21&sr=b&sig=PYT0Vy5%2BgvXzkUWRkhUBaidlltQXLosEElX1X%2Bd48X8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.796338e1efa306fba23272d0863f3928.v1-default-232 GenericCSV Adult Census Income Binary Classification dataset 100MB dataset for perf testing datasourceDescription 796338e1efa306fba23272d0863f3928 96640be2d26f46c1810314475922ec14 FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/96640be2d26f46c1810314475922ec14.csv?sv=2015-02-21&sr=b&sig=hGi5aDcl9PDkdYv%2BOgLz4VOqK308KITpsN%2Be1ZX2Wkc%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%20100MB%20dataset%20.csv%22 FALSE default 232 6.355736e+17
	20 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=TmepB4cETjGGGjRx2m1683TN5l%2FseIFSLJmI4r4U2PM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e773f3a8-3245-45b3-a04b-3caa07add546/dce0dcfa-c822-480e-b920-ad5e2f06dbd8?sv=2015-02-21&sr=b&sig=tMabRpyArbcFGiWY7oLpYwytiuLyziiKYkzRx9L%2BaTM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.f6c2a09b895806ad89cf641611ab79ce.v1-default-233 GenericCSV Adult Census Income Binary Classification dataset 200MB dataset for perf testing datasourceDescription f6c2a09b895806ad89cf641611ab79ce c3ca024ce3e2481d90113e6f59a1b72c FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/c3ca024ce3e2481d90113e6f59a1b72c.csv?sv=2015-02-21&sr=b&sig=rTI74jj0p%2FYNDCBSI14l4NC2hoqQ120vBok%2BntOnM9Q%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset%20200MB%20dataset%20.csv%22 FALSE default 233 6.355736e+17
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	25 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=X7KUQxoniQbJnpJn5Xv4mlqCCAysknEXatT4xVKSALc%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/bc6d9c39-3801-4301-bf76-8f071da012c4/6de5b643-56a9-460c-b4ec-a061e2c0e0d6?sv=2015-02-21&sr=b&sig=9VfOOB9KiKye0PWgLHdTp2guXNxzi1AM9hPT06%2B%2FDyY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.72eb09476cd64015b9d1d2129b4a0ecc.v1-default-425 GenericCSV Adult Census Income Binary Classification dataset Census Income dataset 72eb09476cd64015b9d1d2129b4a0ecc 1ecfc93441f644bfbe2fa9fd347e37a9 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/1ecfc93441f644bfbe2fa9fd347e37a9.csv?sv=2015-02-21&sr=b&sig=aX15sbuOE1ggOFRYFWJYPRR%2B0I0HGEEi0eVTvkUCuH4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Adult%20Census%20Income%20Binary%20Classification%20dataset.csv%22 FALSE default 425 6.356938e+17
	26 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=iNpkxVnpBcaVqnELpDcf0oIf972wxEKOvwxd0foSNH8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/409aa996-0adb-4a60-a106-dab86c6400e8/d1d8caaf-be0b-459e-b791-8f277fbb58d4?sv=2015-02-21&sr=b&sig=6CJ6xEP82EP8AvW5Tf1lcodx4msWPU6u2E9cdASmF9M%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.e84c0c6c4f844a90bd79999e62856f12.v1-default-426 GenericCSV Steel Annealing multi-class dataset Steel annealing data e84c0c6c4f844a90bd79999e62856f12 0115f6457a0f49359a8cf9f086f7857f FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/0115f6457a0f49359a8cf9f086f7857f.csv?sv=2015-02-21&sr=b&sig=FSU%2BphoUhzuzXT0n881EWbT%2FuAgK2qgQOOiPFJ0wZhg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Steel%20Annealing%20multi-class%20dataset.csv%22 FALSE default 426 6.356938e+17
	27 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=1Z44FGS10UK8zY%2Bf4YMfKERHG2nBOnXTJed4ZoHKN8I%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/fe0f41ce-5450-4202-bd9c-9fca58dafb36/cf64681b-2147-4d87-b86d-f1b83283064d?sv=2015-02-21&sr=b&sig=brXUWJDoVrYHqfjDfj%2B8z4XP2aXWM3Q733litLxzOBw%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.053d815bac1b07d6b6c50646456107d4.v1-default-427 GenericCSV Automobile price data (Raw) Missing Value Scrubber module required. Prices of various automobiles against make, model and technical specifications 053d815bac1b07d6b6c50646456107d4 8b7caf21a6d94f41b1798a9bc6eae0ce FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8b7caf21a6d94f41b1798a9bc6eae0ce.csv?sv=2015-02-21&sr=b&sig=wnVbRNZU%2BxRypvpaK4qTdMPVbyniJ2V8Uy%2F8LlK1E%2FU%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Automobile%20price%20data%20_Raw_.csv%22 FALSE default 427 6.356938e+17
	28 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=lXb1RrCBufx0pJYbFhvs3bn5Zzqo7xfAWSTTio7FuoM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/35dbbf7a-1680-45d6-8a10-2d887dd485a8/200d03b1-dadf-48e5-9bf8-8d98d4808d12?sv=2015-02-21&sr=b&sig=omSVhXCEPZHJfr7BWSqTkgf0eZn7DZe3SUJLw8UQavM%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.0afb2bfe7a2c08e0802052b7f7557f35.v1-default-428 GenericCSV MPG data for various automobiles This data can be used to predict the fuel economy of automobiles based on various information, such as fuel economy (MPG), number of cylinders, engine displacement, horsepower, total weight, and acceleration. 0afb2bfe7a2c08e0802052b7f7557f35 c5500ef5108b4c4683ef006ad09606e7 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/c5500ef5108b4c4683ef006ad09606e7.csv?sv=2015-02-21&sr=b&sig=PZIAonZbFgqoitSPNCp0VXXLo0yz1YF6%2BRpB4oBENys%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22MPG%20data%20for%20various%20automobiles.csv%22 FALSE default 428 6.356938e+17
	29 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=TBdq3%2BCaOymu%2BJptkFpV97whg0tDRPlUX2YhVYhITu0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/abb189b0-6226-4a78-b88b-60f2d81ad9e9/cacaa16d-9464-4a66-8428-d1184130fd5c?sv=2015-02-21&sr=b&sig=mhOd81V1y9ZFtzfbuIFnGMsVvTlmsar6HmamHqzWd2k%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.7e3ffd95222a0c3698ec559ec9e596eb.v1-default-429 GenericCSV Blood donation data Blood donor data taken from the Blood Transfusion Service Center 7e3ffd95222a0c3698ec559ec9e596eb 58e87a776266491ab0a29e663c4ebc1a FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/58e87a776266491ab0a29e663c4ebc1a.csv?sv=2015-02-21&sr=b&sig=d6GAftrcmN8PNlZd2OPFvIZUo%2F3SF9dzDZi1%2FUrZe8g%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Blood%20donation%20data.csv%22 FALSE default 429 6.356938e+17
	30 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=fbxKQE1c4NcXQOvCJHkVbuVa5miUy28uoCGrq7P9zZg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/821d1650-1bdb-4b84-a7fa-125bcdcf2a86/42087237-f13d-424a-a488-450e7431414b?sv=2015-02-21&sr=b&sig=F9fsorUfTiosjhIMR%2FUJ5NrF917tRYa9wo4GHmCVKAA%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.adc1fe8d22f50c3889e0c47fa4cde7d7.v1-default-430 GenericCSV Energy Efficiency Regression data This dataset contains the energy analysis results from simulating 12 different building shapes in Ecotect. It has 768 samples, 8 features characterizing the buildings (Relative Compactness, Surface Area, Wall Area, Roof Area, Overall Height, Orientation, Glazing Area, Glazing Area Distribution) and two responses (Heating Load, Cooling Load). adc1fe8d22f50c3889e0c47fa4cde7d7 b8ced3fba1104d959521960cd6c42fdd FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b8ced3fba1104d959521960cd6c42fdd.csv?sv=2015-02-21&sr=b&sig=5wajOU%2BzNDRgZhvd1SqzXrmRAFE%2B6UrZLp87wdPceJ4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Energy%20Efficiency%20Regression%20data.csv%22 FALSE default 430 6.356938e+17
	31 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=6%2FOw8%2Bbh6PB315RYpOvMvHiGiBU4FGSg4hOdE6i6l5I%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/baca09f3-b333-4a91-abfc-fad872c01058/040c668b-03d6-434b-8cb2-fcde5bcfe1f8?sv=2015-02-21&sr=b&sig=nqoQWaDeLTQ%2FqlJIqv9qVkrSlY1dpn3bCTcG22XsNi8%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.5ad60a7358180e6a92b707b9b5d76caf.v1-default-431 GenericCSV Flight on-time performance (Raw) Missing Value Scrubber module required. Flight arrival and departure delay data within United States from October 2011 5ad60a7358180e6a92b707b9b5d76caf 7929e3232df24e66be30045027528cfd FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/7929e3232df24e66be30045027528cfd.csv?sv=2015-02-21&sr=b&sig=aIpXVkmZTBLVuIydsTFi4ZLMWJ%2BtcfbjhFgNj0E9m0k%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Flight%20on-time%20performance%20_Raw_.csv%22 FALSE default 431 6.356938e+17
	32 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=r7qINLEAjjMAKN9S6mH%2Fts8U%2Fj%2FWD6wrkPcwTSEWuOI%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d06b80da-c656-441b-a05a-bc66956283e9/804db174-c0a8-458e-9223-fc9fbb0db47e?sv=2015-02-21&sr=b&sig=OqU9gkpIb6mkketSkILAbEdEgX%2F1TQ%2FqXwL9K2FYsuE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.446a8cd21a9f417290ea214910b647a7.v1-default-432 GenericCSV Pima Indians Diabetes Binary Classification dataset Dataset contains the distribution for 70 sets of data recorded on diabetes patients (several weeks' to months' worth of glucose, insulin, and lifestyle data per patient) 446a8cd21a9f417290ea214910b647a7 b6e1ffefd7d74b279e1849a383c36e82 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b6e1ffefd7d74b279e1849a383c36e82.csv?sv=2015-02-21&sr=b&sig=s%2BpEdljKTZQ5KigmDCjxoy2lGyOZF3BbmS%2Bihtua%2Fkw%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Pima%20Indians%20Diabetes%20Binary%20Classification%20dataset.csv%22 FALSE default 432 6.356938e+17
	33 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=W67otMs6G7pxEFhKyqdroVGvX2rwdhdE%2FNAol2H2j8U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d6409221-b9eb-4165-953a-65c664f77109/eaa9c13a-2df6-4bc6-ac8f-8d5f27c60050?sv=2015-02-21&sr=b&sig=KGI0wPMcV1oMXuX5BKx%2BXEPC27NHvgn%2F7R0n3SLNSLw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.9f24c416008801faafaabec9dffe16a2.v1-default-433 GenericCSV Telescope data MC Simulated high energy gamma particle registration data 9f24c416008801faafaabec9dffe16a2 23432ff1393f487694c65f6d905dea8b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/23432ff1393f487694c65f6d905dea8b.csv?sv=2015-02-21&sr=b&sig=KQmkYCczKcqVJ89mWjsomntEJ6L%2Be%2BX2w%2BaW3HZzu6g%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Telescope%20data.csv%22 FALSE default 433 6.356938e+17
	34 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=9P9hbi9Xs3EyHlkUcD8Mj5b0di4Q5Akuscz7pJsHgNc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/972866d6-9e7a-4f4b-96e6-175213dfd680/16545f09-491f-43b5-a0ef-865bf64d18ad?sv=2015-02-21&sr=b&sig=V3zEWBRlZ5tCWb1COHgJgpEFUWl71g0tr5mryGPEM0U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.c82d55025f294d638741c8ec96abbbc3.v1-default-434 GenericCSV Restaurant customer data Contains user features. Use this dataset for training and testing recommender systems. Pass it as user features input to recommender training and and scoring modules after applying Project Columns to select the desired feature columns. This input is optional. c82d55025f294d638741c8ec96abbbc3 0e3366bed84841dca41fe120629a3b16 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/0e3366bed84841dca41fe120629a3b16.csv?sv=2015-02-21&sr=b&sig=PhkpKG9Z96b5vwdLMsVUiML9CbEnSJPQPmYT1fS3JY8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Restaurant%20customer%20data.csv%22 FALSE default 434 6.356938e+17
	35 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=kcg2s9Jhs%2B6QagMEsU27NuTAGOD%2FKNlzinYxNSMFQZc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/5743157d-6e13-41d5-90d0-9964a76b2c37/bd3457e9-57a3-4e18-88de-bf2f9f785dd5?sv=2015-02-21&sr=b&sig=ZGtg3EKA%2BsOSqG%2BcICx9D8Bs5Opb2750wkJ6Dl1fMjk%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.fe39ad6d6e864c359c4ae98295acbd6a.v1-default-435 GenericCSV Restaurant feature data Contains restaurant features. Use this dataset for training and testing recommender systems. Pass it as item features input to recommender training and and scoring after applying Project Columns to select the desired feature columns. This input is optional. fe39ad6d6e864c359c4ae98295acbd6a 255e53bb05bc46a5b7100a61d785463b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/255e53bb05bc46a5b7100a61d785463b.csv?sv=2015-02-21&sr=b&sig=x4qL%2FxaVVaDjGU7y0WKmS%2F%2FN5CXLL%2BTU4H8f2i%2BP49I%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Restaurant%20feature%20data.csv%22 FALSE default 435 6.356938e+17
	36 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=IibyqOXDv70WuiPqwAVmgiTXaTye4LOxSGkDPn%2FEoHM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/ed2c12c6-4026-4da6-aa7e-582f0a07834a/584380fb-2f53-4b6d-92b5-1a5c3a15ea9a?sv=2015-02-21&sr=b&sig=aOAgQszUK%2FzSrrXUg7zqromwRlEKJ9HkzKcVbpm95jI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.ac6a141a2c404d8e877f72bfdf3a6507.v1-default-436 GenericCSV Restaurant ratings Contains ratings given by users to restaurants on scale from 0 to 2. Use this dataset for training and testing recommender systems. Pass it as an input to the Recommender Add Rating Metadata and Recommender Split Data module in an experimentation setup. ac6a141a2c404d8e877f72bfdf3a6507 8a76fd79d0f449b2b6f26503c5c910e9 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8a76fd79d0f449b2b6f26503c5c910e9.csv?sv=2015-02-21&sr=b&sig=HAPWQfn%2FKI%2Bf9N5c7Ximn1JjiRTr8UHblhsVNXAklV8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Restaurant%20ratings.csv%22 FALSE default 436 6.356938e+17
	37 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=1uW8DIGSJrDoDvT3PHW9HRvO7sKZnfByy%2FPpe%2FItbyQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e452129e-6d4e-4dd5-844b-c0e55872de48/e797545c-ab20-48ad-a8c0-c43e351cfc31?sv=2015-02-21&sr=b&sig=tfz%2B%2BdJYNmx524ORdn%2BN5bibPY71qD04MxMQwq3evbw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.6dc5b5e11dd64485a07723a918b72760.v1-default-437 GenericCSV Bike Rental UCI dataset Bike Rental UCI dataset 6dc5b5e11dd64485a07723a918b72760 d1b9f28ace464084a56966c706b6c105 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/d1b9f28ace464084a56966c706b6c105.csv?sv=2015-02-21&sr=b&sig=ppe7Kb8oGPkaFphnPH3veBZr%2FJqgZBeTvHMo2d8kp7I%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Bike%20Rental%20UCI%20dataset.csv%22 FALSE default 437 6.356938e+17
	38 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=vavzR8L0kFC1tD6LllNj6Z0DNjOj%2B4brrjTcbqN6EGo%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d95967d6-b33b-4ec6-a8d3-aac2a4a117ad/87fb8a63-e6ae-417d-a9f4-f1c22b783523?sv=2015-02-21&sr=b&sig=zfybAlkTYI9arJERsVHv%2BjMAWsmHXVSB1IkBlqXXKl0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.28f5b7af4e604f2d913c199ae21ac8c4.v1-default-438 GenericCSV Weather Dataset Weather Dataset 28f5b7af4e604f2d913c199ae21ac8c4 13524896373340e0867b43e0c31e6e9a FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/13524896373340e0867b43e0c31e6e9a.csv?sv=2015-02-21&sr=b&sig=dX3tRhOqVA%2Fo1XjCcJNdYMJ%2BpxyhoE6XPy9mjaZh9VA%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Weather%20Dataset.csv%22 FALSE default 438 6.356938e+17
	39 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=9ln5cw9Dw82tQa3GDLa%2F3uKxUHS6SWgaQMoJpec4kvs%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/157ed454-3795-4d96-a7e6-937d4d8a0f70/f39f7503-36f2-4d3e-a276-978d2de0bc32?sv=2015-02-21&sr=b&sig=ov8dbsNeyh%2FwjIIogaslBvyU3xS3WfCG2vOTsAMr2Bc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.a84b846f75b34fc4a2617efe9528286e.v1-default-439 GenericCSV Airport Codes Dataset Airport Codes Dataset a84b846f75b34fc4a2617efe9528286e 4f6dacbabdcc4744ba2a8f5b3577b2ae FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/4f6dacbabdcc4744ba2a8f5b3577b2ae.csv?sv=2015-02-21&sr=b&sig=VPdEC7jgrnIRT%2BCLQaZcWW0g0xnEqGOuqsbRfx%2FUiJs%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Airport%20Codes%20Dataset.csv%22 FALSE default 439 6.356938e+17
	40 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=%2BxhPS2jeBu8IMgdUimWItMxa6cKVkQcdI2CkZscyU9s%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/d86a776d-f428-4841-8278-f67bc3db4790/50645d7e-2556-4166-837e-1a4d2fbad20f?sv=2015-02-21&sr=b&sig=4sGr1qnsiw7wzKG4V3CGHYNVZE2Lgo%2Fx%2BsHc5nZ6P50%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.950010c47d8f446da04807ecadbb6d74.v1-default-440 GenericCSV Flight Delays Data Flight Delays Data 950010c47d8f446da04807ecadbb6d74 428302b3dbba45e1bb5ceba5afefd1d3 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/428302b3dbba45e1bb5ceba5afefd1d3.csv?sv=2015-02-21&sr=b&sig=hBksAmxpWiECoBPdAOmVn9FmXY6wmqxw7co8dudgTG4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Flight%20Delays%20Data.csv%22 FALSE default 440 6.356938e+17
	41 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=QDO%2FpqW3aBfGplpsiFES8%2FOAobo3M6imCzLwQUP%2Bfm0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/bd0eabcb-ef5b-447b-9114-b654ad05adb5/d57e393d-35dd-4574-aad8-2ee17a3d5b88?sv=2015-02-21&sr=b&sig=qXWnBWw1BmGJViau3FqnfZ9K04FX9K55aEfOeJsbUSg%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.9904c6bbe1ec47c798185d9424776346.v1-default-441 GenericCSVNoHeader German Credit Card UCI dataset German Credit Card UCI dataset 9904c6bbe1ec47c798185d9424776346 30d4751507004895960609300c8b3b2d FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/30d4751507004895960609300c8b3b2d.nh.csv?sv=2015-02-21&sr=b&sig=6qSxnHsA1ZMyiR9n%2FQDkO%2Bwd3WZ55HEckWIRwQQWNB0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22German%20Credit%20Card%20UCI%20dataset.csv%22 FALSE default 441 6.356938e+17
	42 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=xZ%2BCGY6WybSEEmdsvZScBHdUh0H18FYgbMy5v65OD%2FM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/a61a7cdf-7fd6-4087-8fcb-3d7c3b477249/80b5b825-9509-46f0-9002-b88962cfcd01?sv=2015-02-21&sr=b&sig=vhx4BG%2FYQFXbbS5Vas3BUGgehARyFPd5rw%2BlZOY17sY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.f2de0bebb7734f99b7400f7945b6bcf7.v1-default-442 GenericCSV Bill Gates RGB Image Bill Gates RGB Image f2de0bebb7734f99b7400f7945b6bcf7 e45633869e344de184e30141656c5d95 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/e45633869e344de184e30141656c5d95.csv?sv=2015-02-21&sr=b&sig=TmZmLMG2sGJDIivFJmS%2FG9aX4TlOOdDlTPYnyZBi%2F4M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Bill%20Gates%20RGB%20Image.csv%22 FALSE default 442 6.356938e+17
	43 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Ln9%2FZi1nHN54NuIrfnuCjPKaQJ8AdtOmk3wUL7Dq1dA%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/f22ff366-beac-4dec-a7b3-74968ed39a4e/afc9d5b0-4430-4579-89d1-746fb30d23e9?sv=2015-02-21&sr=b&sig=dWnl2joehtmhhKUvHGFLnsGhnQtdQzOD%2FbNufuudQR0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.926f4e9fb46d43e0afba7c4bb60c4f88.v1-default-443 GenericCSV Wikipedia SP 500 Dataset Wikipedia SP 500 Dataset 926f4e9fb46d43e0afba7c4bb60c4f88 5bf887df8c654a30a8b0a8d5d75138b7 FromResourceUpload <8b> NA NA 10 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/5bf887df8c654a30a8b0a8d5d75138b7.csv?sv=2015-02-21&sr=b&sig=pniuMdZW9JpnkcWp8aLfmXJXZ4FQgwbzljdC0PAza9U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Wikipedia%20SP%20500%20Dataset.csv%22 FALSE default 443 6.356938e+17
	44 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=yD2fyleVSu5W%2FIMVvDUzNyU%2FaEvGnUdy%2FrlgSJFt%2BsY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/751ec699-f46f-4e8f-83d3-e6a50c49be4d/d007fb40-f60f-4d55-9ace-c6f1c31297a8?sv=2015-02-21&sr=b&sig=Gv%2BGf8L15qI%2BZJBR3xYHO%2BXGJA1PVR3k4DfEpxbxiUU%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.c11c6a1aa4d845dda394955a2215c9de.v1-default-444 GenericCSV IMDB Movie Titles IMDB Movie Titles c11c6a1aa4d845dda394955a2215c9de 1a8f8d197d2648d09d183e5fbd280c2b FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/1a8f8d197d2648d09d183e5fbd280c2b.csv?sv=2015-02-21&sr=b&sig=UPi70StGz5DIPpzBXmRJ4WhToFTQgCZmUwR3QujKQ4M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22IMDB%20Movie%20Titles.csv%22 FALSE default 444 6.356938e+17
	45 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=juF7%2FEqCuMp4W1DcEeEr2WlPL03knJBhPFzh7zsVc9o%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/abbbb257-ca2c-4359-855f-3192f4bf7ebb/548e73e9-fb22-4586-9492-e2fb53f4cbd3?sv=2015-02-21&sr=b&sig=Ye4zESTX32T6GIea2f%2BL29e4GCRGm%2B43kp4%2B662yNfY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.30be8dd6e9d24703b4ee76ce5ec4ffba.v1-default-445 GenericCSV Movie Tweets Movie Tweets 30be8dd6e9d24703b4ee76ce5ec4ffba 8880de87303d4374af9242298fb0610c FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8880de87303d4374af9242298fb0610c.csv?sv=2015-02-21&sr=b&sig=TkUwYYj0BzzbFID7zcUdWH%2B28A5td6nmYNm4Oiq0e7I%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Movie%20Tweets.csv%22 FALSE default 445 6.356938e+17
	46 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=rw0lsCOwOHG%2FFJ9wNnLiziLMmde8lrYSuFHwnJakLgQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/0a59601c-ca16-451d-bf72-9dca0d9b80a9/549b0fb9-2516-4f08-9931-5b5dc7753bef?sv=2015-02-21&sr=b&sig=1o0XM4osjcTdGAxS3geVgcHCsw49KutIy79mUBCDXa8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.41278d58b7f049be999b90ca6fb4409d.v1-default-446 GenericCSV Movie Ratings Movie Ratings 41278d58b7f049be999b90ca6fb4409d 38208629bc634f29bfd8ce2dd97236fa FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/38208629bc634f29bfd8ce2dd97236fa.csv?sv=2015-02-21&sr=b&sig=kWYbgySaPybadJHsw%2Bcf%2BG9dkjKj7xg67x7qjvFVgN4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Movie%20Ratings.csv%22 FALSE default 446 6.356938e+17
	47 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Gl7CCzX60c66cz8lQm78GR2V3y5j2%2F0Myn1fnk23V%2Bo%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/78565115-1cbc-4827-b28a-d14a855ac8b9/90c2137b-1b51-48a9-9b46-f8d78fbeb496?sv=2015-02-21&sr=b&sig=rD1Y9N9yZtNnW32l%2FzI%2F3dKiKJ2T%2FbKC648jzQ%2FDAqw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.7e65c706ab00458fb5a5eb3b678fbd5c.v1-default-447 GenericCSV Time Series Dataset Time Series Dataset 7e65c706ab00458fb5a5eb3b678fbd5c e56cc798dfd94ed782b0095d93f9d3fd FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/e56cc798dfd94ed782b0095d93f9d3fd.csv?sv=2015-02-21&sr=b&sig=WxiXqSHC%2B469BN0xaME%2FjL07ScD6EAkloN%2Bt4nTOq4k%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Time%20Series%20Dataset.csv%22 FALSE default 447 6.356938e+17
	48 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=Cs88gw%2FIDlh%2BOUquJDKOIHSLzpUqcJUj8siT6Sz9Ttg%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/df33844e-2809-4964-b8ef-8b6acc2e2815/adff8744-f7f8-4baf-9421-89bef205b262?sv=2015-02-21&sr=b&sig=IxBhO%2BSwue0zqfE%2F6DCK6RPontKXwDJAMTKa7InF280%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.d718be8acae649f3aeeb63507ecab268.v1-default-448 GenericTSVNoHeader CRM Appetency Labels Shared CRM Appetency Labels d718be8acae649f3aeeb63507ecab268 3075978918114234a1a8567623c96c20 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/3075978918114234a1a8567623c96c20.nh.tsv?sv=2015-02-21&sr=b&sig=ctgPh8v%2FSOFR2HHXadDUlqBojkdSe6BJyuhUl8eWiVY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Appetency%20Labels%20Shared.tsv%22 FALSE default 448 6.356938e+17
	49 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=VX5XlVRSvjCEOhChgMeF0ArcEe2w3ljCQJxyPAOUeZU%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e8a147a4-91c7-4dd7-b990-740337d7e0a8/ece19297-3864-40d8-bf06-d375ccbe1075?sv=2015-02-21&sr=b&sig=CaHZ46Khpck6nS3Nsg7Em8aYwKt%2BsaLEoARP9VJlGW4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.1336444d06024746ae3fc9d758755850.v1-default-449 GenericTSVNoHeader CRM Churn Labels Shared CRM Churn Labels 1336444d06024746ae3fc9d758755850 1c0148bcc415432da042eb198b6bc309 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/1c0148bcc415432da042eb198b6bc309.nh.tsv?sv=2015-02-21&sr=b&sig=r72mA4q0EO2dQFaCJxygJ5Cg0ad5iJuWJ6cCTpWK2dE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Churn%20Labels%20Shared.tsv%22 FALSE default 449 6.356938e+17
	50 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=UUUsR4U%2BDKGhbAIiFqnQv8cvlvyQP5rsxiR7dBhzZkE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/276d848a-7bb3-4cbd-9e8f-caccb35f3cbc/0dbb968a-1685-44d5-b046-2719cc01b821?sv=2015-02-21&sr=b&sig=O%2FAVlpHDFkjr6PU6UkcV0HVnvQ6unUpQZdyT4cEjuTQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.0acffd6a23454c71b556200ccf427656.v1-default-450 GenericTSVNoHeader CRM Upselling Labels Shared CRM Upselling Labels 0acffd6a23454c71b556200ccf427656 5eef59cccc934bd98f7586d1b3ca893d FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/5eef59cccc934bd98f7586d1b3ca893d.nh.tsv?sv=2015-02-21&sr=b&sig=Wk7hhfKlxPbRqYK1QJTZ%2BRCT3nXpgcUcjrIia7GirlQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Upselling%20Labels%20Shared.tsv%22 FALSE default 450 6.356938e+17
	51 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=6hgVbZcr%2FQttqR9xG79y3tuCZdHPQ7BimLR2UE0qkrM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/3064c5df-52eb-4e74-8bcb-58422dd57bc5/a6b77e03-b88c-4b5a-99d0-9a0f18b9b662?sv=2015-02-21&sr=b&sig=AU6oE9uMQhy41dDZlrBLctbg%2BS2VIX5qDSmmUEzZC18%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.b2c8a0761a2948eb914a09914090e399.v1-default-451 GenericTSV CRM Dataset Shared CRM Dataset b2c8a0761a2948eb914a09914090e399 c72081381c80436ab9c9a1c9614b0766 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/c72081381c80436ab9c9a1c9614b0766.tsv?sv=2015-02-21&sr=b&sig=N9na5gizejJdHrGjidYy5H3VXiVIeEEzW4BimasCHeQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22CRM%20Dataset%20Shared.tsv%22 FALSE default 451 6.356938e+17
	52 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=d6eS1hQoRH5T7MW4U7AshFamCnJy6bVJ%2Ba6VfWiMwTU%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/5f09fe2d-ee54-41da-8c5b-d758be49bea7/40008af8-de94-49ae-98c2-045c41a869af?sv=2015-02-21&sr=b&sig=aRDbz3ni8u4XvPnLa99RG66wlJvxt5trmzezOTSkwFE%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.98db28666b7249a7954424d2e5a9aa66.v1-default-452 GenericTSVNoHeader Breast Cancer Info Breast Cancer Info 98db28666b7249a7954424d2e5a9aa66 70b5584a52cb4b939069fa1b948f7810 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/70b5584a52cb4b939069fa1b948f7810.nh.tsv?sv=2015-02-21&sr=b&sig=2AcO5Rp8TyyEYilW4gbr0vDXbn0qD9fTl9GoyYhBdj4%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Breast%20Cancer%20Info.tsv%22 FALSE default 452 6.356938e+17
	53 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=XU526Qy%2FdSeA9H9Xc85tP658eOj9sqkWcu4l11YMXhQ%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/182d80dc-5014-42bb-9ec0-1b40ac70a53a/74a6da70-a70d-45a9-b472-0f0d8977a9f3?sv=2015-02-21&sr=b&sig=g0Pm796sSRV3zf%2B8JjalHr0NiGKRXcctkpQrW0hPOMk%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.eb7ff1dc6e1942338372c6bdb59548f8.v1-default-453 GenericTSVNoHeader Breast Cancer Features Breast Cancer Features eb7ff1dc6e1942338372c6bdb59548f8 8d80d7db2f30418d856cbd7877ada8f5 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/8d80d7db2f30418d856cbd7877ada8f5.nh.tsv?sv=2015-02-21&sr=b&sig=LVaCd0gne1LFkWHM%2ByH44ceMHHQRW%2BA%2FLhIbZNMMdZc%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Breast%20Cancer%20Features.tsv%22 FALSE default 453 6.356938e+17
	54 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=e4%2FljbnhpQHbaUQKUIQCJvtOSKglTZqQFWCL%2FFZRW7M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/28bebf5b-0936-4926-812c-86f4dc30e93a/b4d93812-3276-4967-8e81-526b2c4dd685?sv=2015-02-21&sr=b&sig=wpyJIzcqvRcP3BLvw5GnkzJ7PN4XZrMh%2FbTvcolT75M%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.6dee1fc8d44141c9ad41e46ad94b85b3.v1-default-454 GenericTSVNoHeader Named Entity Recognition Sample Articles Named Entity Recognition Sample Articles 6dee1fc8d44141c9ad41e46ad94b85b3 6de7f795fb3a48fdbd4c34efb9c01037 FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/6de7f795fb3a48fdbd4c34efb9c01037.nh.tsv?sv=2015-02-21&sr=b&sig=3n8Xt99I%2FdFIqPWApfdkrv%2BRlSo4BdxFfEcmuAoE8Y8%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Named%20Entity%20Recognition%20Sample%20Articles.tsv%22 FALSE default 454 6.356938e+17
	55 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=HhmbS1SQJCwUdnw10T94yGTFACxgc6BmInGUmQJpl2A%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/e197c93d-174c-4cfa-850f-191237fc592d/ba18a730-cfd4-4355-af39-1ea2c5a6c725?sv=2015-02-21&sr=b&sig=pMT5qDGB8L4RIX%2BZGw0Fgs5%2F%2F9IsM3zfPN%2B%2Fmexv6TM%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.0c5234182a844ce4a201bb9ad6739cf6.v1-default-455 GenericTSVNoHeader Book Reviews from Amazon Book Reviews from Amazon 0c5234182a844ce4a201bb9ad6739cf6 0106630011c6446aafde512514e4f21f FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/0106630011c6446aafde512514e4f21f.nh.tsv?sv=2015-02-21&sr=b&sig=8b2glWOLnEFWsufRp2Z%2BeG%2BORLG9W8Q4W0Mxwok8T2Q%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22Book%20Reviews%20from%20Amazon.tsv%22 FALSE default 455 6.356938e+17
	56 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=8ZeOzwAuZ1kq5j5BA9aTkfcWJtdLikH3YvjxbYKDSiw%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/05b498ec-3e0e-456b-aa11-3c7d3d1957bc/a96498cf-6ef1-4006-9d40-77e7dece8676?sv=2015-02-21&sr=b&sig=CB5c8rvGzHAeCvnnblnGVZK6DZJSeYUkIYbgtRjS7c0%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.896db14734324ce084481451363389f8.v1-default-456 GenericTSV MNIST Test 10k 28x28 dense MNIST Test data 896db14734324ce084481451363389f8 cb63b5ce35374b54ba11bbbe5d696996 FromResourceUpload <8b> NA NA 6 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/cb63b5ce35374b54ba11bbbe5d696996.tsv?sv=2015-02-21&sr=b&sig=Rju1%2BmLXsmFo2%2FZupfNHceKsd2ErPs75FnZsz9GoxVI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22MNIST%20Test%2010k%2028x28%20dense.tsv%22 FALSE default 456 6.356938e+17
	57 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=XlnSUU9i3AfIRe4JriGXyFo8gEGIEjmt0VVW0J3pQcI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/c24541e1-3253-4010-be26-fa5af06c1f75/62311330-f7d1-4a5a-8fea-16c0b6491081?sv=2015-02-21&sr=b&sig=DcQX%2BJ398tls28bdFjee13m6qh316lIEf2OO5TEq%2BVI%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.100b00d330fb44d3a80f3aac3c15b5ac.v1-default-457 GenericTSV MNIST Train 60k 28x28 dense MNIST Training data 100b00d330fb44d3a80f3aac3c15b5ac 059bf24c85cd4dfe9f8ac8db3613aaf9 FromResourceUpload <8b> NA NA 6 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/059bf24c85cd4dfe9f8ac8db3613aaf9.tsv?sv=2015-02-21&sr=b&sig=TxUzUCCYOnp2%2FyYoHQKRJnd9QYCkNX9twvq3TijhIuY%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22MNIST%20Train%2060k%2028x28%20dense.tsv%22 FALSE default 457 6.356938e+17
	58 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=5J0yRdSaSIL4J9Ogf27Cr3rvilTeWMtQ02ZNDpWOJ5U%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/6ccff2b1-f232-4451-9398-3091d69e5690/25afa776-8322-4f5d-8b5e-590fd57c2dba?sv=2015-02-21&sr=b&sig=wvg7I7ZohrEHU4Dr82R3ytDYQSN8CH9rrp33el00HGA%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r Complete 506153734175476c4f62416c57734963.e5c44c4642eb0e2981cf2778e32a7254.v1-default-460 GenericTSV testDataSource_d0a2ba648c204f9fb9c4ec2fd04791cf datasourceDescription e5c44c4642eb0e2981cf2778e32a7254 b92deaa2e5e3409a93522003fe96156e FromResourceUpload <8b> NA NA 0 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/b92deaa2e5e3409a93522003fe96156e.tsv?sv=2015-02-21&sr=b&sig=IdKAkofkis%2B8zAk%2FTQbWemDfbDVRs6N8TRX%2BdqzwdMk%3D&st=2016-03-13T09%3A18%3A45Z&se=2016-03-14T09%3A23%3A45Z&sp=r&rscd=attachment%3B%20filename%3D%22testDataSource_d0a2ba648c204f9fb9c4ec2fd04791cf.tsv%22 FALSE default 460 6.357067e+17

A dataset object is a data.frame, where each row contains the metadata for a specific dataset inside AzureML.



In [10]:

    
ds <- datasets(ws)
ds[ds$Name == "Blood donation data", ]









    Out[10]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

	29 https://esintussouth001.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=TBdq3%2BCaOymu%2BJptkFpV97whg0tDRPlUX2YhVYhITu0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r https://esintussouth001.blob.core.windows.net/experimentoutput/abb189b0-6226-4a78-b88b-60f2d81ad9e9/cacaa16d-9464-4a66-8428-d1184130fd5c?sv=2015-02-21&sr=b&sig=mhOd81V1y9ZFtzfbuIFnGMsVvTlmsar6HmamHqzWd2k%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r Complete 506153734175476c4f62416c57734963.7e3ffd95222a0c3698ec559ec9e596eb.v1-default-429 GenericCSV Blood donation data Blood donor data taken from the Blood Transfusion Service Center 7e3ffd95222a0c3698ec559ec9e596eb 58e87a776266491ab0a29e663c4ebc1a FromResourceUpload <8b> NA NA 9 FALSE NA https://esintussouth001.blob.core.windows.net/uploadedresources/58e87a776266491ab0a29e663c4ebc1a.csv?sv=2015-02-21&sr=b&sig=d6GAftrcmN8PNlZd2OPFvIZUo%2F3SF9dzDZi1%2FUrZe8g%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22Blood%20donation%20data.csv%22 FALSE default 429 6.356938e+17

Or you can access it by index:



In [11]:

    
ds[5, ]









    Out[11]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

	5 NANA NANANA NotSupported 506153734175476c4f62416c57734963.7bbb260f62084435bc0a39d085242d8a.v1-default-459 Zip text.preprocessing.zip Utility R script for text preprocessing to use with text classification template 7bbb260f62084435bc0a39d085242d8a 33293495a16a4237ae369ee97e922d9a FromResourceUpload <8b> NA NA 3 TRUE NA https://esintussouth001.blob.core.windows.net/uploadedresources/33293495a16a4237ae369ee97e922d9a.zip?sv=2015-02-21&sr=b&sig=ZxnuLnsiyEByhLjMk4ZFLrjTqWKJk5LdDdAlAhCeC9U%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22text.preprocessing.zip%22 FALSE default 459 6.356938e+17

Metadata

Datasets have metadata, in addition to content. (Intermediate datasets are an exception to this rule and do not have any metadata.)

The datasets object contains all of this data as a data frame



In [12]:

    
names(ds)









    Out[12]:





	"VisualizeEndPoint"
	"SchemaEndPoint"
	"SchemaStatus"
	"Id"
	"DataTypeId"
	"Name"
	"Description"
	"FamilyId"
	"ResourceUploadId"
	"SourceOrigin"
	"Size"
	"CreatedDate"
	"Owner"
	"ExperimentId"
	"ClientVersion"
	"PromotedFrom"
	"UploadedFromFilename"
	"ServiceVersion"
	"IsLatest"
	"Category"
	"DownloadLocation"
	"IsDeprecated"
	"Culture"
	"Batch"
	"CreatedDateTicks"



In [13]:

    
ds$Name









    Out[13]:





	"iris-test"
	"iris-test-2"
	"BugBash"
	"missings"
	"text.preprocessing.zip"
	"fraudTemplateUtil.zip"
	"testDataSource_a5e9faf817084997981d094ef040389b"
	"MetaAnalytics.Test.GlobalDataset.IntegerTSVFile"
	"MetaAnalytics.Test.GlobalDataset.IntegerCSVFile"
	"testDataSource_65885ed31a854d70962a02d5641d3c92"
	"testDataSource_b9934ad1356e4f1d969565bfc24ee01b"
	"testDataSource_dc2c925cb44147b0a5e98a6c44a369fe"
	"Adult Census Income Binary Classification dataset 100KB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 500KB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 1MB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 5MB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 10MB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 50MB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 100MB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 200MB dataset for perf testing"
	"Adult Census Income Binary Classification dataset 500MB dataset for perf testing"
	"Breast cancer data"
	"Forest fires data"
	"Iris Two Class Data"
	"Adult Census Income Binary Classification dataset"
	"Steel Annealing multi-class dataset"
	"Automobile price data (Raw)"
	"MPG data for various automobiles"
	"Blood donation data"
	"Energy Efficiency Regression data"
	"Flight on-time performance (Raw)"
	"Pima Indians Diabetes Binary Classification dataset"
	"Telescope data"
	"Restaurant customer data"
	"Restaurant feature data"
	"Restaurant ratings"
	"Bike Rental UCI dataset"
	"Weather Dataset"
	"Airport Codes Dataset"
	"Flight Delays Data"
	"German Credit Card UCI dataset"
	"Bill Gates RGB Image"
	"Wikipedia SP 500 Dataset"
	"IMDB Movie Titles"
	"Movie Tweets"
	"Movie Ratings"
	"Time Series Dataset"
	"CRM Appetency Labels Shared"
	"CRM Churn Labels Shared"
	"CRM Upselling Labels Shared"
	"CRM Dataset Shared"
	"Breast Cancer Info"
	"Breast Cancer Features"
	"Named Entity Recognition Sample Articles"
	"Book Reviews from Amazon"
	"MNIST Test 10k 28x28 dense"
	"MNIST Train 60k 28x28 dense"
	"testDataSource_d0a2ba648c204f9fb9c4ec2fd04791cf"

Read contents

The code snippets provided by Machine Learning Studio automatically download and deserialize the dataset to a data.frame.

You can do this using the function download.datasets()



In [14]:

    
dat <- download.datasets(ws, "Breast cancer data")
head(dat)









    Out[14]:





Class age menopause tumor-size inv-nodes node-caps deg-malig breast breast-quad irradiat

	1 0 5 1 1 1 2 1 3 1 1
	2 0 5 4 4 5 7 10 3 2 1
	3 0 3 1 1 1 2 2 3 1 1
	4 0 6 8 8 1 3 4 3 7 1
	5 0 4 1 1 3 2 1 3 1 1
	6 1 8 10 10 8 7 10 9 7 1

Create a new dataset

The AzureML package allows you to upload datasets directly from R to the Azure ML Studio. These datasets will be available for use in your workspace.



In [15]:

    
# Upload the R airquality data.frame to the workspace.
upload.dataset(airquality, ws, "temp-airquality-for-demo")

# Now see if this is in fact available
datasets(ws, filter = "my datasets")









    Out[15]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

	1 NANA NANANA Pending a2aba0dafad8436788401bbc8c22fe36.c088e101813e47b2a7e68e6d33c58655.v1-default-105 GenericTSV temp-airquality-for-demo c088e101813e47b2a7e68e6d33c58655 682ed28402f34435a076208cdb09be25 FromResourceUpload <8b> NA 0 TRUE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_682ed28402f34435a076208cdb09be25.tsv?sv=2015-02-21&sr=b&sig=IjiKAdlIleKH3ZsHoZijXr8v7grYU6BO%2FAuaM4KEyAw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22temp-airquality-for-demo.tsv%22 FALSE default 105 6.359346e+17









    Out[15]:





VisualizeEndPoint SchemaEndPoint SchemaStatus Id DataTypeId Name Description FamilyId ResourceUploadId SourceOrigin ellip.h PromotedFrom UploadedFromFilename ServiceVersion IsLatest Category DownloadLocation IsDeprecated Culture Batch CreatedDateTicks

	1 NANA NANANA Pending a2aba0dafad8436788401bbc8c22fe36.c088e101813e47b2a7e68e6d33c58655.v1-default-105 GenericTSV temp-airquality-for-demo c088e101813e47b2a7e68e6d33c58655 682ed28402f34435a076208cdb09be25 FromResourceUpload <8b> NA 0 TRUE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_682ed28402f34435a076208cdb09be25.tsv?sv=2015-02-21&sr=b&sig=IjiKAdlIleKH3ZsHoZijXr8v7grYU6BO%2FAuaM4KEyAw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22temp-airquality-for-demo.tsv%22 FALSE default 105 6.359346e+17
	2 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=JsceEoc%2BL%2BPt5X3WiB81om8cTEqfMoympz0FMzAgdNY%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/a47473da-8d46-4c10-8fa5-90f0b1cf49b7/14f2ca51-3260-4889-880d-03f7fd70c9dc?sv=2015-02-21&sr=b&sig=yO4PbWkjp5nrT%2BtQi5H4h%2Ba8TbJy0QfLwT%2FvtDplMG4%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.8374d198487e485b91bd8e87abd6ff8b.v1-default-100 GenericTSV iris-test sample upload of iris 8374d198487e485b91bd8e87abd6ff8b 36fc94c1d9a0407bb23de6db7cac1fbb FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_36fc94c1d9a0407bb23de6db7cac1fbb.tsv?sv=2015-02-21&sr=b&sig=0LDKkbpqQv3qeVgGtOa5rmc0Y2%2FKvhrkDfWVAqQ9AFE%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test.tsv%22 FALSE default 100 6.359018e+17
	3 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=P4R6L4A2Bqope6g24s3LiHAVcbB7lcraN2uDgfFluE8%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/b16124e2-36aa-46ac-8f4f-232ad25b964d/1a0c5c98-1467-4e84-a07e-db162057eece?sv=2015-02-21&sr=b&sig=wR7Zupli0dsjtObGL0IMUAHbJA0jW5fXmFaQ2%2F2dlN0%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.3804d259587645c7a7784eea83f567c5.v1-default-101 GenericTSV iris-test-2 sample upload of iris 3804d259587645c7a7784eea83f567c5 6ef948258e3642898ec078ae3ef199cc FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_6ef948258e3642898ec078ae3ef199cc.tsv?sv=2015-02-21&sr=b&sig=4ztQt2hiOEexUi818p%2FPdhNT3FD%2FsMiouj4WmQKdVKw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test-2.tsv%22 FALSE default 101 6.359019e+17
	4 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=7FPpRIBz4JuDT0qPJN%2BHJoV%2B4eFyPwkXeRpMQFAgCcA%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/aeae20ad-54cd-4845-9a8e-3d055eb801fb/c23a2cad-4251-4298-9fed-66429249e5a0?sv=2015-02-21&sr=b&sig=yR4DDmunAwY4S2RNLVRDDXt9%2F5cPZoDI%2BKg2W4l6WKI%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.5abe1c7047ec425eb69789295426f25c.v1-default-102 GenericTSV BugBash 5abe1c7047ec425eb69789295426f25c d6fb128fceab4a82b57187b3b73ad57b FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_d6fb128fceab4a82b57187b3b73ad57b.tsv?sv=2015-02-21&sr=b&sig=4ztzwp%2BR0l8qWg6QhoBZ6OIGkcUAzZSaMiuv8watBbI%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22BugBash.tsv%22 FALSE default 102 6.359021e+17
	5 https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=xOOIK9kPYKEgYRvhDgpUUGl100t1kcNlEaaWhjb3Gc4%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r https://esintussouthsus.blob.core.windows.net/experimentoutput/87928616-8487-4ca3-89f4-9bb20746b1bf/762f6e7f-2e35-4959-ac41-7b844b81aab0?sv=2015-02-21&sr=b&sig=ym7MgYq%2FzP%2Bo4dmlEHzCfP2krvEdYTe0o3JIBPXPVM4%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r Complete a2aba0dafad8436788401bbc8c22fe36.2ae2179497824f2b8160c989bb8e7b6c.v1-default-103 GenericTSV missings sample with missing data 2ae2179497824f2b8160c989bb8e7b6c 45808595b56a47f29c61af9308780012 FromResourceUpload <8b> NA 0 FALSE NA https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_45808595b56a47f29c61af9308780012.tsv?sv=2015-02-21&sr=b&sig=3R70RU39PL0WV3Ss36i0q1%2F1zykQNbNYJfpAik4SNXw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22missings.tsv%22 FALSE default 103 6.359026e+17

Deleting a dataset

You can delete a dataset using delete.datasets()



In [16]:

    
delete.datasets(ws, "temp-airquality-for-demo")









    Out[16]:





Name Deleted status_code

	1 temp-airquality-for-demo TRUE 204

Resources

The following links provide further info about Jupyter and AzureML:

Jupyter

Jupyter: http://jupyter.org/
Markdown: https://help.github.com/articles/markdown-basics/

AzureML R package

The package is available at CRAN: https://mran.microsoft.com/package/AzureML/, and is pre-installed on the Azure ML notebook service
Find the source code at https://github.com/RevolutionAnalytics/AzureML

R Tools for Visual Studio

RTVS: https://www.visualstudio.com/en-us/features/rtvs-vs.aspx

Help!

If you have any questions, issues, bugs (repro appreciated!), ... please send us an email
If you have examples, not ebooks, etc. that you'd like to add to our gallery, please let us know!

Thanks & enjoy!

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	VisualizeEndPoint	SchemaEndPoint	SchemaStatus	Id	DataTypeId	Name	Description	FamilyId	ResourceUploadId	SourceOrigin	ellip.h	PromotedFrom	IsLatest	Category	DownloadLocation	IsDeprecated	Culture	Batch	CreatedDateTicks
1	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=TlQHK0dXH3UY5pjzAActsPraoHkbshM03jwnuRiZZ6Y%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/a47473da-8d46-4c10-8fa5-90f0b1cf49b7/14f2ca51-3260-4889-880d-03f7fd70c9dc?sv=2015-02-21&sr=b&sig=LfV67rmFrR8vgL6iY62oSk0bbdV0FKIFRUKMlsLvFM4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.8374d198487e485b91bd8e87abd6ff8b.v1-default-100	GenericTSV	iris-test	sample upload of iris	8374d198487e485b91bd8e87abd6ff8b	36fc94c1d9a0407bb23de6db7cac1fbb	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_36fc94c1d9a0407bb23de6db7cac1fbb.tsv?sv=2015-02-21&sr=b&sig=EGHt1UB%2F7DJD%2BDpK3bOFZkvzJ1GHStIG%2F9ngFuejNgk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test.tsv%22	FALSE	default	100	6.359018e+17
2	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=qY1UEu0uckb3TPppYRtoNxZ1A4nErH7o65eO8cs3Fms%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/b16124e2-36aa-46ac-8f4f-232ad25b964d/1a0c5c98-1467-4e84-a07e-db162057eece?sv=2015-02-21&sr=b&sig=fWbdIJyYHL022i4DZSp6cIkbwTqE%2BAPd6SeUcHY%2Bod0%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.3804d259587645c7a7784eea83f567c5.v1-default-101	GenericTSV	iris-test-2	sample upload of iris	3804d259587645c7a7784eea83f567c5	6ef948258e3642898ec078ae3ef199cc	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_6ef948258e3642898ec078ae3ef199cc.tsv?sv=2015-02-21&sr=b&sig=io2kY6TcuvkmEwO7MMSYarVhaR7dSZW4ZcZ36DcDnDg%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test-2.tsv%22	FALSE	default	101	6.359019e+17
3	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=dtunteYfRAx8WcJ7Yznf6wZ%2B%2BWFB9kcFCjDZwrV2nAY%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/aeae20ad-54cd-4845-9a8e-3d055eb801fb/c23a2cad-4251-4298-9fed-66429249e5a0?sv=2015-02-21&sr=b&sig=S1Z3RILzX%2FwB%2BbQjH6mSp%2Bh%2B%2FLR7E7BWqBHM3u%2Bg9O4%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.5abe1c7047ec425eb69789295426f25c.v1-default-102	GenericTSV	BugBash		5abe1c7047ec425eb69789295426f25c	d6fb128fceab4a82b57187b3b73ad57b	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_d6fb128fceab4a82b57187b3b73ad57b.tsv?sv=2015-02-21&sr=b&sig=AB%2BIaMQd9md2ws58dlQ%2BuSAtBDOaAZo1FTWeXhTg8tk%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22BugBash.tsv%22	FALSE	default	102	6.359021e+17
4	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=pO5JebUbm1dHHSwS7A45xHCowqaoF0kq1XTj2MZRzYU%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/87928616-8487-4ca3-89f4-9bb20746b1bf/762f6e7f-2e35-4959-ac41-7b844b81aab0?sv=2015-02-21&sr=b&sig=H2t%2FeYy4y7qRVg5jmmojrb7Q68IKDK%2Bf1us7kXgwTVs%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.2ae2179497824f2b8160c989bb8e7b6c.v1-default-103	GenericTSV	missings	sample with missing data	2ae2179497824f2b8160c989bb8e7b6c	45808595b56a47f29c61af9308780012	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_45808595b56a47f29c61af9308780012.tsv?sv=2015-02-21&sr=b&sig=qExRsKuNWmd%2B45y3asf1DLnakI62TStT5Ql%2FlL9R6Ik%3D&st=2016-03-13T09%3A18%3A44Z&se=2016-03-14T09%3A23%3A44Z&sp=r&rscd=attachment%3B%20filename%3D%22missings.tsv%22	FALSE	default	103	6.359026e+17

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	VisualizeEndPoint	SchemaEndPoint	SchemaStatus	Id	DataTypeId	Name	Description	FamilyId	ResourceUploadId	SourceOrigin	ellip.h	PromotedFrom	IsLatest	Category	DownloadLocation	IsDeprecated	Culture	Batch	CreatedDateTicks
1	NANA	NANANA	Pending	a2aba0dafad8436788401bbc8c22fe36.c088e101813e47b2a7e68e6d33c58655.v1-default-105	GenericTSV	temp-airquality-for-demo		c088e101813e47b2a7e68e6d33c58655	682ed28402f34435a076208cdb09be25	FromResourceUpload	<8b>	NA	TRUE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_682ed28402f34435a076208cdb09be25.tsv?sv=2015-02-21&sr=b&sig=IjiKAdlIleKH3ZsHoZijXr8v7grYU6BO%2FAuaM4KEyAw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22temp-airquality-for-demo.tsv%22	FALSE	default	105	6.359346e+17
2	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=JsceEoc%2BL%2BPt5X3WiB81om8cTEqfMoympz0FMzAgdNY%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/a47473da-8d46-4c10-8fa5-90f0b1cf49b7/14f2ca51-3260-4889-880d-03f7fd70c9dc?sv=2015-02-21&sr=b&sig=yO4PbWkjp5nrT%2BtQi5H4h%2Ba8TbJy0QfLwT%2FvtDplMG4%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.8374d198487e485b91bd8e87abd6ff8b.v1-default-100	GenericTSV	iris-test	sample upload of iris	8374d198487e485b91bd8e87abd6ff8b	36fc94c1d9a0407bb23de6db7cac1fbb	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_36fc94c1d9a0407bb23de6db7cac1fbb.tsv?sv=2015-02-21&sr=b&sig=0LDKkbpqQv3qeVgGtOa5rmc0Y2%2FKvhrkDfWVAqQ9AFE%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test.tsv%22	FALSE	default	100	6.359018e+17
3	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=P4R6L4A2Bqope6g24s3LiHAVcbB7lcraN2uDgfFluE8%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/b16124e2-36aa-46ac-8f4f-232ad25b964d/1a0c5c98-1467-4e84-a07e-db162057eece?sv=2015-02-21&sr=b&sig=wR7Zupli0dsjtObGL0IMUAHbJA0jW5fXmFaQ2%2F2dlN0%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.3804d259587645c7a7784eea83f567c5.v1-default-101	GenericTSV	iris-test-2	sample upload of iris	3804d259587645c7a7784eea83f567c5	6ef948258e3642898ec078ae3ef199cc	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_6ef948258e3642898ec078ae3ef199cc.tsv?sv=2015-02-21&sr=b&sig=4ztQt2hiOEexUi818p%2FPdhNT3FD%2FsMiouj4WmQKdVKw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22iris-test-2.tsv%22	FALSE	default	101	6.359019e+17
4	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=7FPpRIBz4JuDT0qPJN%2BHJoV%2B4eFyPwkXeRpMQFAgCcA%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/aeae20ad-54cd-4845-9a8e-3d055eb801fb/c23a2cad-4251-4298-9fed-66429249e5a0?sv=2015-02-21&sr=b&sig=yR4DDmunAwY4S2RNLVRDDXt9%2F5cPZoDI%2BKg2W4l6WKI%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.5abe1c7047ec425eb69789295426f25c.v1-default-102	GenericTSV	BugBash		5abe1c7047ec425eb69789295426f25c	d6fb128fceab4a82b57187b3b73ad57b	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_d6fb128fceab4a82b57187b3b73ad57b.tsv?sv=2015-02-21&sr=b&sig=4ztzwp%2BR0l8qWg6QhoBZ6OIGkcUAzZSaMiuv8watBbI%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22BugBash.tsv%22	FALSE	default	102	6.359021e+17
5	https://esintussouthsus.blob.core.windows.net/?sv=2015-02-21&sr=b&sig=xOOIK9kPYKEgYRvhDgpUUGl100t1kcNlEaaWhjb3Gc4%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	https://esintussouthsus.blob.core.windows.net/experimentoutput/87928616-8487-4ca3-89f4-9bb20746b1bf/762f6e7f-2e35-4959-ac41-7b844b81aab0?sv=2015-02-21&sr=b&sig=ym7MgYq%2FzP%2Bo4dmlEHzCfP2krvEdYTe0o3JIBPXPVM4%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r	Complete	a2aba0dafad8436788401bbc8c22fe36.2ae2179497824f2b8160c989bb8e7b6c.v1-default-103	GenericTSV	missings	sample with missing data	2ae2179497824f2b8160c989bb8e7b6c	45808595b56a47f29c61af9308780012	FromResourceUpload	<8b>	NA	FALSE	NA	https://esintussouthsus.blob.core.windows.net/uploadedresources/C7FDC_a2aba0dafad8436788401bbc8c22fe36_45808595b56a47f29c61af9308780012.tsv?sv=2015-02-21&sr=b&sig=3R70RU39PL0WV3Ss36i0q1%2F1zykQNbNYJfpAik4SNXw%3D&st=2016-03-13T09%3A18%3A57Z&se=2016-03-14T09%3A23%3A57Z&sp=r&rscd=attachment%3B%20filename%3D%22missings.tsv%22	FALSE	default	103	6.359026e+17

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1

	Class	age	menopause	tumor-size	inv-nodes	node-caps	deg-malig	breast	breast-quad	irradiat
1	0	5	1	1	1	2	1	3	1	1
2	0	5	4	4	5	7	10	3	2	1
3	0	3	1	1	1	2	2	3	1	1
4	0	6	8	8	1	3	4	3	7	1
5	0	4	1	1	3	2	1	3	1	1
6	1	8	10	10	8	7	10	9	7	1