What Is A Dataset

Fill(dataSet) ' Create a second SqlDataAdapter and SqlCommand to get ' the Products table, a child table of Suppliers. The record is the basic unit of information used by a program running on z/OS. before i finish, 2 Extra questions :. ESP game dataset. A logical collection of values or database objects relating to a single subject (United Nations Department of Economic and Social Affairs, "Handbook on Geographic Information Systems and Digital Mapping", Studies in Methods, Series F, No. file system. In a simple word, A DataSet is a local copy of your Database Table that gets populated in client PC. 0 International license, and the code is available under the MIT license. The AWS Public Dataset Program covers the cost of storage for publicly available high-value cloud-optimized datasets. What does Data Set mean? Information and translations of Data Set in the most comprehensive dictionary definitions resource on the web. The male dataset consists of axial MR images of the head and neck taken at 4 mm intervals and longitudinal sections of the remainder of the body also at 4 mm intervals. "Noise" refers to the irrelevant and random data in the dataset. I am looking at the club web site now and I do not. If there is an even number of cases, there will be two "middle values". Guided by customer and partner feedback, Salesforce's priority over the last year has been developing a new vision for data integration. A DataSet represents a complete set of data including the tables that contain, order, and constrain the data, as well as the relationships between the tables. Have you ever wondered how many times your Power BI dataset has been refreshed? And if you are using Power BI Pro, you are limited to 8 refreshes a day. Data can be licensed through your LDC account. data set A cluster of information for a particular disease, intervention, monitoring activity or other, which is required in many areas of UK practice for maintaining statistics, ensuring data capture for patient management, good clinical governance and so on. Be aware, the dataset does not contain any data, the datatable does. The Multi-Domain Sentiment Dataset contains product reviews taken from Amazon. You should use Adapter to fill the dataset to retrieve records from database. Includes target and filler images, precomputed features and annotations, and memorability measurements from our "Memory Game". Some domains (books and dvds) have hundreds of thousands of reviews. This tutorial explains what a DataSet is and how to use a DataSet to get data in-memory in a C# application. I am looking at the club web site now and I do not. In specific contexts, a dataset needs to satisfy conditions to qualify as a dataset. NET Framework, are in-memory objects that can hold tables, views, and relationships. The primary EPSG Dataset is maintained in the online registry, from which data may be accessed through a graphic user. The physical structure of each record is nearly the same, and uniform throughout a data set. Various other datasets from the Oxford Visual Geometry group. Creating a SAS Data Set with a DATA Step Creating a SAS Data File or a SAS Data View You can create either a SAS data file, a data set that holds actual data, or a SAS data view, a data set that references data that is stored elsewhere. The dataset property on the HTMLOrForeignElement interface provides read/write access to all the custom data attributes (data-*) set on the element. NET Applications. Click on the import dataset button in the top-right section under the environment tab. Documentation for these systems historically preferred this term rather than file. ESP game dataset. Adelson, and William T. INRIA Holiday images dataset. We’ve built a global partnership network with top universities such as MIT, Stanford, NYU, and the University of Amsterdam to explore the future of machine learning and advance the technology for business. CSV A subset of the data from College Scorecard, a Department of Education website that gives data on various variables regarding school performance (mainly related to student loans and graduation rates). Dataset can be created from variety of sources. A feature dataset is a collection of related feature classes that share a common coordinate system. it can be considered as a local copy of the relevant portion of the data base. Knowing the difference in atmospheric pressure from one location to another enabled scientists to program the model to compute wind speeds. Typically, you would want to bind your data within a dataset to a data-bound list control like datagrid, datalist or repeater. It must have enough features to be interesting. What can I do with a DSPL dataset? You can import it into the Public Data Explorer, publish it, and allow others to explore the data via rich, interactive visualizations. The dataset is small in size with only 506 cases. Say there are partner systems from where you receive files and you want that when one particular file is reached in your system a particular job say JOB1 at your end will be triggered. Other forms of content e. A Network dataset is a GIS dataset that is designed to support network analysis. Advanced Technology Microwave Sounder (ATMS) A climate quality dataset can be extracted from MSU and AMSU measurements only by careful intercalibration of the data from the MSU, AMSU and ATMS instruments, including the removal of spurious signals that are not due to changing atmospheric temperatures. net dictionary. Holmes (April 30, 1998) This document discusses some data that I constructed for my paper, "The Effects of State Policies on the Location of Industry: Evidence from State Borders. You can submit a research paper, video presentation, slide deck, website, blog, or any other medium that conveys your use of the data. The HumanEva-I dataset contains 7 calibrated video sequences (4 grayscale and 3 color) that are synchronized with 3D body poses obtained from a motion capture system. Older LandScan Global data sets (LandScan 1998, 2000-2016) are available through site. 19 hours ago · This returns a dataset with missing values. For more information about datasets, see Chapter 6, Managing Oracle Solaris ZFS File Systems. Dataset Storage¶ One file location (directory) is used to store one RDF dataset. what kinds of information does this dataset contain? what types of entity are described in this dataset? how can I determine if this dataset will fulfil my requirements? There's been plenty of work done around trying to capture dataset metadata, e. Storage Management System(SMS) handles all the storage-space related issues for you automatically. The Cityscapes Dataset. Creating a SAS Data Set with a DATA Step Creating a SAS Data File or a SAS Data View You can create either a SAS data file, a data set that holds actual data, or a SAS data view, a data set that references data that is stored elsewhere. In order for our networks to learn anything, we need a dataset that contains inputs and targets. xsd file in your Solution Explorer, it is just the schema and class for typed dataset without any records. To create a Dataset right click on the AdventureWorksLT Shared Data Source that we created in the previous section and select Add Dataset from the menu as shown below: The Dataset Properties dialog will be displayed as shown below: The first thing to do is to provide a name; enter Main in the Name textbox. This allows you to do “scientific experiments” on the model, saving each simulation as a different named experiment for later comparison. The validation dataset is different from the test dataset that is also held back from the training of the model, but is instead used to. This is a collection of DataTables. The term data set refers to a file that contains one or more records. Today, the problem is not finding datasets, but rather sifting through them to keep the relevant ones. It is a map of DOMString , one entry for each custom data attribute. World Bank Open Data from The World Bank: Data. Meaning of Data Set. The second way to import the data set into R Studio is to first download it onto you local computer and use the import dataset feature of R Studio. If the dataset already exists, this will place the cursor at the start of the dataset, the old contents get deleted at the end of the program or when the CLOSE DATASET is encountered. Crunchbase is the leading destination for company insights from early-stage startups to the Fortune 1000. The tables that belong to a DataSet object are stored in a property called Tables. Appendix E – Service Codes Service Coding Instructions for the Event Data Set This appendix describes the service codes to be used when reporting all services in the Event Data Set. This access is available both in HTML and within the DOM. A HIPAA limited data set can only be shared with entities that have signed a data use agreement with the covered entity. Use the dataset below. Develop new cloud-native techniques, formats, and tools that lower the cost of working with data. In specific contexts, a dataset needs to satisfy conditions to qualify as a dataset. A DataSet represents a complete set of data including the tables that contain, order, and constrain the data, as well as the relationships between the tables. That is , the Dataset can work with a disconnected mode from its Data Source. org) or, as a downloadable zip files, through IOGP's EPSG home page at www. Semantic Web. 2) Go to the dataset management page (gear icon in top right->Manage personal storage). However, when the purpose of a DATA step is to write a report or to write data to an external file, you might not want to create an output data set. Country Data Set Details Learn more about the methodology of each country data set, including sample size, data collection dates, languages used, mode of interviewing, sample exclusions, and. The CIRI Human Rights Data Project has released its ratings of government respect for 16 internationally-recognized human rights in almost every country in the world for the year 2011. To open a file at a specific position, use the AT POSITION option of the OPEN DATASET statement When you work with the operating systems UNIX or WINDOWS NT, you can send an operating system command with the statement OPEN DATASET. Then the median is defined as the mean between those values. NET programs. Some datasets are downloadable, while others are links to web sites or apps that help you access or use the data. It represents a collection of data retrieved from the Data Source. The backup is taken on the next day's date. The Undefined Acronym / Slang UACDS means AcronymsAndSlang. The top level directory is shown below. Other articles where Data set is discussed: data mining: …large digital collections, known as data sets. This paper conducts experiments with three skewed data sets, seeking. This process is a little more complicated than undersampling. The Fields of a Dataset. For example, this is a public dataset on Opendata. Typically this is accomplished by using the 'Loop Dataset' action. For example, it is common to add newly acquired lidar data to a terrain dataset. Close search. The DataSet object's Tables collection may contain any number of DataTable objects. We anticipate that the updated model will be introduced in October 2019. It lists values for each of the variables, such as height and weight of an object. A data set in an IBM mainframe is the equivalent of a file in other operating systems, such as Mac OS, Windows and UNIX, for PCs. See also Government, State, City, Local, public data sites and portals Data APIs, Hubs, Marketplaces, Platforms, and Search Engines. Documentation for these systems historically preferred this term rather than file. dataset New Data from the Atmospheric Tomography (ATom) Mission The NASA ATom Mission is an Earth Venture Suborbital-2 mission to measure greenhouse gases and human-produced air pollution in remote areas. difference between Dataset and DataReader Dataset or DataReader? The DataSet class in ADO. Main menu. As for PAWS-X, it comprises 23,659 human translated PAWS evaluation. Learn more about including your datasets in Dataset Search. Simply move your data into BigQuery and let us handle the hard work. The data set description can be quite large and detailed, and yet a minimun number of fields are needed so that the user can quickly determine whether to use the data set or not. Cars Start-up R and load the mtcars dataset (using the “data” command). What can I do with a DSPL dataset? You can import it into the Public Data Explorer, publish it, and allow others to explore the data via rich, interactive visualizations. Introduction to Datasets. How to use data in a sentence. The dataset is small in size with only 506 cases. Figure 2: The K-Means algorithm is the EM algorithm applied to this Bayes Net. For more information about contributing to the SOS Data Catalog, contact SOS. The DHS Program produces many different types of datasets. The assessment is also required for Medicare payment of skilled nursing facility stays. and Rubinfeld, D. MovieLens 1B Synthetic Dataset MovieLens 1B is a synthetic dataset that is expanded from the 20 million real-world ratings from ML-20M, distributed in support of MLPerf. Feature datasets are used to spatially or thematically integrate related feature classes. Once the work is done with the dataset, connection is reestablished and the changes are reflected back into the store. As you all know DataSet is the core component of distributed application and is explicitly designed for data access independent of any data source. A DataSet represents a complete set of data including the tables that contain, order, and constrain the data, as well as the relationships between the tables. Data Set schema. The SACT dataset collects systemic anti-cancer therapy activity from all NHS England providers. The AWS Public Dataset Program covers the cost of storage for publicly available high-value cloud-optimized datasets. Another location where a dataset can be filtered is in a table, or tablix. (2) A deprecated term for modem. In this article, we will show you, Steps. RData ’ or ‘. If your dataset has high variance, you need to reduce the number of. When we create. NET DataSet contains DataTableCollection and their DataRelationCollection. data + set = set of data. Blockspring - get live data, create interactive maps, get street view images, run image recognition, and save to Dropbox with this Google Sheets plugin; Plot. The appraisal data must conform to UAD and. Learn more about including your datasets in Dataset Search. Recent technological developments in microscopes, cameras, and computation have led to a “ resolution revolution ” in the field of cryo-EM, making it possible to determine 3-D. and Rubinfeld, D. " This site exists to provide a home for, or pointers to, resources from across the Linked Data community. Metadata can range from basic to advanced, from allowing one to discover the mere fact that a certain data asset exists and is about a general subject all the way to providing detailed information documenting the structure, processing history, quality, relationships, and other properties of a dataset. The cell values represent the phenomenon portrayed by the raster dataset such as a category, magnitude, height, or spectral value. Our empirical analysis, based on a large panel data set of 243,225 country-pair observations from 1950 to 2000, confirms that an increase in bilateral trade interdependence significantly promotes peace. Their primary purpose is for organizing related feature classes into a common dataset for building a topology , a network dataset , a terrain dataset , or. Statistics and Machine Learning Toolbox™ software includes the sample data sets in the following table. For each given data set, the first two types (‘. Definition of data set: Simple group of numbers differentiated by brackets used in mathematics. Available as JSON files, use it to teach students about databases, to learn NLP, or for sample production data while you learn how to make mobile apps. (Optional) If you desire, you may create a new OC thread. The RDD-UDS brings together information for the original data-collection instruments for all past and current UDS form versions. Data and information or knowledge are often used interchangeably; however data becomes information when it is viewed in context or in post-analysis. Let's look at what dark data actually is, how it could impact your organization, and what steps you can take to manage it at your own organization. The data is provided by the state and the Diagnosis Related Groups (DRG) for all short stay and inpatient hospitals for the fiscal years of 2005-2007. The third quartile - this number is denoted Q 3 and 75% of our data falls below the third. Blockspring - get live data, create interactive maps, get street view images, run image recognition, and save to Dropbox with this Google Sheets plugin; Plot. The dataset was first compiled and used as part of the following paper: Alexander Andreopoulos, John K. Not all data are formally published, however, and publication titles sometimes omit pertinent information. Economics & Management, vol. Definition from Wiktionary, the free dictionary. A DataSet objects allows for the iteration through the rows that were returned using the Iterator API. Appraisal software forms providers will incorporate the UAD field-specific standardization requirements into their appraisal report form software. Older LandScan Global data sets (LandScan 1998, 2000-2016) are available through site. Morris, MD,* Sandra Weintraub, PhD,w Helena C. Now we have here: 1. But this time i was not able to re-import it and when i started looking closer the whole ZFS dataset disappeared too and i start to run out of ideas what to try (as do the google results i find). This dataset contains information on breast cancer patients and their survival. Definition Of Variance. The male dataset consists of axial MR images of the head and neck taken at 4 mm intervals and longitudinal sections of the remainder of the body also at 4 mm intervals. The datasets listed in this section are accessible within the Climate Data Online search interface. In a simple word, A DataSet is a local copy of your Database Table that gets populated in client PC. You dive a little deeper and discover that 90% of the data belongs to one class. Dataset Search Beta. (2) A deprecated term for modem. It must have enough features to be interesting. The data set is persisted in memory and the datain it can be manipulate and updated independed of the data base. The Hierarchical Data Format version 5 (HDF5), is an open source file format that supports large, complex, heterogeneous data. Flexible Data Ingestion. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind. News & World Report. The dataset name without the project name is given in the datasetId field. 2) Click on this option. This method is used by getRandomNumberGenerator() in Instances. Browse available data and learn how to register your own datasets at: https://registry. A SAS data file both describes and physically stores your data values. Typed DataSet means, you are binding your dataset with. The dataset directories are organized by data types. The record format is determined by data set organization, record format and other parameters. The recipe is very detailed, because data cleaning is all about attention to detail. A data set (or dataset) is a collection of data, usually presented in tabular form whereas A database is an organized collection of data for one or more purposes, usually in digital form. How does this work? You can read about our approach in our technical report: Twitter Sentiment Classification using Distant Supervision. The goal of this work is to provide an empirical basis for research on image segmentation and boundary detection. Let's understand this in the real world example. The median is the most commonly quoted figure used to measure property prices. The main aim of using LINQ to Dataset is to run strongly typed queries on Dataset. Because data quality is defined in terms of a data set’s ability to serve a given task, the precise nature and characteristics of data quality will vary from case to case. NET Dataset The ADO. INPUT: Opens a file for READ and places the cursor at the beginning of the file. Fill(Table) means that it fills the Table. They are about providing the information in a re-usable form and making it available for re-use, if it is a dataset. The data itself is on Amazon Public Datasets, so its easy to load it into an EC2 instance there. Whereas information on surgery and radiotherapy is collected nationally, there has been, up to now, no national collection of data recording the management of patients receiving cancer drug treatment. - The DataSet is filled with data from the store - We fill it with data fetched from the data store. NET DataSet contains DataTableCollection and their DataRelationCollection. It lists values for each of the variables, such as height and weight of an object. ) Part of the data analysis. The form for SAS data set names is as follows: libref. They are about providing the information in a re-usable form and making it available for re-use, if it is a dataset. The dataset name without the project name is given in the datasetId field. The median of the data set is 3. It is easy to calculate: add up all the numbers, then divide by how many numbers there are. check with the data steward for any updates to the dataset. Let's look at what dark data actually is, how it could impact your organization, and what steps you can take to manage it at your own organization. A SAS data set contains data values that are organized as a table of observations (rows) and variables (columns) that can be processed by SAS software. Quotes string values that contain whitespace characters. The primary EPSG Dataset is maintained in the online registry, from which data may be accessed through a graphic user. Let's understand this in the real world example. When all the tasks get completed, update Real Database with datasets. We tried looking, on the service, where you described and though it will tell you what gateway your dataset is using it doesnt appear to tell you which data source on that gateway your data set is using. Users inside and outside the Bank can access this dataset. 2) Click on this option. About the EPSG Dataset The IOGP’s EPSG Geodetic Parameter Dataset is a collection of definitions of coordinate reference systems and coordinate transformations which may be global, regional, national or local in application. In general, ML converts data sets into pieces of software, known as “models,” that can represent the data set and generalize to make predictions on new data. The Registry of Open Data on AWS makes it easy to find datasets made publicly available through AWS services. For 2016-17 and later, the data will open in Microsoft Excel (Excel Viewer is available from the Microsoft website). Records are similar to table rows, but the columns can contain not only strings or numbers, but also nested data structures such as lists, maps, and other records. This is a better indicator of real-life performance of a system than traditional 60/30 split because there is often a ton of low-quality ground truth and small amount of high quality ground truth. In its blog explaining the launch. You might want to count many 10-minute intervals at different times during the day, and on. Use of this term began with OS/360 and is still used by its successors, including the current z/OS. The form for SAS data set names is as follows: libref. To import data, Analytics looks for key values in hits that match key values in the uploaded data. Learn more about representing features in a raster dataset. 0 Public Reports The Minimum Data Set (MDS) is part of the federally mandated process for clinical assessment of all residents in Medicare and Medicaid certified nursing homes. I am looking at the club web site now and I do not. Statistics and Machine Learning Toolbox™ software includes the sample data sets in the following table. C# DataSet class represents a data set in ADO. Those objects hold table-like data similar to the data managed by a Recordset. BIM or Building Information Modelling is a process for creating and managing information on a construction project across the project lifecycle. I think it is important that the underlying dataset be assessed along with the publication during the peer review process. Uncover startup trends, get company funding data. This paper conducts experiments with three skewed data sets, seeking. In serialization and deserialization (SerDe) framework, encoder turns out as a primary concept in Spark SQL. Reviews contain star ratings (1 to 5 stars) that can be converted into binary labels if needed. As an example, the PE ratio for the sector is not a simple average of the PE ratios of individual firms in the sector. (2010) and Lenssen et al. A data set in an IBM mainframe is the equivalent of a file in other operating systems, such as Mac OS, Windows and UNIX, for PCs. In particular, the Cleveland database is the only one that has been used by ML researchers to this date. It is integer valued from 0 (no. Geological Survey, Department of the Interior — The USGS National Hydrography Dataset (NHD) Downloadable Data Collection from The National Map (TNM) is a comprehensive set of digital spatial data that encodes. Storage Management System(SMS) handles all the storage-space related issues for you automatically. Since then, we've been flooded with lists and lists of datasets. Choices: public (data asset is or could be made publicly available to all without restrictions), restricted public (data asset is available under certain use restrictions), or non-public (data asset is not available to members of. Often where the data lies is of interest, for which purpose a measure of location is useful. Get the attributes of the data set you were using by entering its name on the NAME field under the heading OTHER PARTITIONED, SEQUENTIAL OR VSAM DATA SET. Knowing the difference in atmospheric pressure from one location to another enabled scientists to program the model to compute wind speeds. Dataset (csv) Consolidated Screening List for Export Controls - U. (2) A deprecated term for modem. When data is added to your bin, you will be presented with a click-through version. For more information about datasets, see Chapter 6, Managing Oracle Solaris ZFS File Systems. Dataset Search Beta. GBIF Benin shares their experiences with setting up and maintaining a full degree university programme. Signup to get started. You should be familiar with inheritance (see Section 5. As the code snippet shows, the DataAdapter's Fill() method populates the DataSet with the results of the specified query. This ensures that the learning of the machine learning model is generalized across the dataset. The dataset enables development of joint and cross-modal learning models and potentially unsupervised approaches utilizing the regularities present in large-scale indoor spaces. Standard Search Number of records to return: 10 20 50 100 500 1,000 2,000 5,000 10,000 25,000. MusicNet is a new publicly available dataset from UW researchers that labels each note of 330 classical compositions in ways that can teach machine learning algorithms about the basic structure of music. It is a companion dataset to the National Hydrography Dataset (NHD) and a component of the NHDPlus High Resolution (NHDPlus HR). Building a DataSet¶. Any named group of records is called a data set. DataSet myDataSet = new DataSet ("Northwind"); Since the name of source database is Northwind, we have passed the same name in the constructor. Conceptually, the DataSet acts as a set of DataTable instances. Description. Quick Tables: SDA's Quick Tables is a simplified interface for obtaining analysis results. "A dataset (or data set) is a collection of data, usually presented in tabular form. One method of obtaining descriptive statistics is to use the sapply( ) function with a specified summary statistic. Includes date, title, publication, article text, publication name, year, month, and URL (for some). Some cancers are treated primarily by a range of anti-cancer drugs and many cancers are managed by a combination of surgery, radiotherapy and drug treatments. What does Data Set mean? Information and translations of Data Set in the most comprehensive dictionary definitions resource on the web. As an example, the PE ratio for the sector is not a simple average of the PE ratios of individual firms in the sector. Advanced Technology Microwave Sounder (ATMS) A climate quality dataset can be extracted from MSU and AMSU measurements only by careful intercalibration of the data from the MSU, AMSU and ATMS instruments, including the removal of spurious signals that are not due to changing atmospheric temperatures. So it seems better to reserve "dataset" to refer to actual files or collections of data, and "dataframe" for the datatype used to represent such data. Our cute little naked mole rat was drawn by Johannes Koch. In macro, we generally tell SAS to go to the next iteration only when SAS dataset is non-empty. Last January, we announced our release of a dataset of synthetic speech in support of an international challenge to develop high-performance fake audio detectors. In SSRS, Dataset is an SQL Command used to retrieve the data from Data Source for Report creation. DataTable objects provide methods for examining, modifying, and deleting the data. However, the code is a complicated macro that is difficult for a beginning SAS programmer to understand. Morris, MD,* Sandra Weintraub, PhD,w Helena C. The Longitudinal Employer-Household Dynamics (LEHD) program is part of the Center for Economic Studies at the U. Definition - What does Data Set mean? A data set is a collection of information organized as a stream of bytes in logical record and block structures for use by IBM mainframe operating systems. These files are saved with. Originally designed to improve maritime safety and security, these historical vessel position records have proven to be a valuable resource for a variety of engineers and researchers studying the aquatic world. Cboe LiveVol Data Shop provides direct and immediate access to one of the most comprehensive sets of options and equity/ETF trading data available. Pre-trained models and datasets built by Google and the community. ScholarlyArticle, Book, TVSeries or TVEpisode may indicate their temporalCoverage in broader terms - textually or via well-known URL. It will be publicly available from today,. The Dataset can work with the data without knowing the source of the data coming from. Unlock the power of a one-of-a-kind dataset. is a response to those needs. Available as JSON files, use it to teach students about databases, to learn NLP, or for sample production data while you learn how to make mobile apps. You dive a little deeper and discover that 90% of the data belongs to one class. DataReader is used to read the data from database and it is a read and forward only connection oriented architecture during fetch the data from database. A data set (or dataset) is a collection of data. Is an optional component that identifies a snapshot of a dataset. The data sets to be loaded can be specified as a set of character strings or names, or as the character vector list, or as both. Next, the organized data is commonly counted to determine the number of times each class occurs in the data set. So obviously, if a particular work can be done via just a single table then you should go with Datatable and avoid Dataset as it would just add a wrapper to single table with some additional features specific to dataset. walking, jogging, gesturing, etc. This dataset consists of one-half of the core sample, and one-half of the oversample of African-American adolescents with a parent who has a college degree, chosen at random. A data set is organized into some type of data structure. com from many product types (domains). 365 for 95%, and 3. Or, an Azure SQL Table dataset specifies the table to which the output data is written by the activity. Assume that you have a room with 5 kinds of fruits in 5 buckets. For more information about contributing to the SOS Data Catalog, contact SOS. "A dataset (or data set) is a collection of data, usually presented in tabular form. Includes date, title, publication, article text, publication name, year, month, and URL (for some). Let's understand this in the real world example. To import data, Analytics looks for key values in hits that match key values in the uploaded data. Strictly speaking a principal compponents analysis on this dataset is not quite kosher, since some of the variables are discrete. dataset: [dā′təset] a collection of similar and related data for processing by computer. Due to differences in reporting periods, status of obligations, and how business rules are applied,.