Physician Compare data Download & explore Medicare’s Physician Compare data. Access to the WIHS Public Data Set may be obtained by filling out the WIHS Public Use Data Set Request form. (1992), "A Critical Appraisal of 98. 2 out of 5 stars 66. 6 billion temperature reports from 16 preexisting data archives. The data is intended to provide insight into the usage of publicly accessible EDGAR company filings in a simple but extensive manner. Numeric data types in the XPORT format file are preserved but all other data types are converted to cell arrays of character vectors. Search the BC Data Catalogue and explore visualizations and links to featured datasets. sas) There are many ways that SAS data sets can be combined. To merge two data sets in Stata, first sort each data set on the key variables upon which the merging will be based. Global Business. SAS reads all observations from the first data set, then all from the second data set, and so on until all observations from all the data sets have been read. So even table names are also common for few of them. The weather data is a small open data set with only 14 examples. We recommend that you add structured data about a dataset to the canonical pages. If you have a dataset repository, you likely have at least two types of pages: the canonical ("landing") pages for each dataset and pages that list multiple datasets (for example, search results, or some subset of datasets). If using categorical data make sure the categories on both datasets refer to exactly. They are also used to hold libraries, with one function per member. singleton B, S. I am a bit confused about the application of cross-validation. In other words, a data set corresponds to the contents of a single database table, or a single statistical data matrix, where every column of the table represents a particular variable, and each row corresponds to a given member of the data set in question. The file is run at the beginning of each month. For example, to study the relationship between height and age, only these two parameters might be recorded in the data set. This access is available both in HTML and within the DOM. Browse Datasets, Charts, Maps, and Views. Whereas WHERE and IF statements are applied to all the datasets in SET statement. Find a dataset by research area. This document serves as a guide to answer frequently asked questions regarding the National Performance Management Research Data Set. The Common Data Set (CDS) provides our answers to many frequently asked questions. For more information, please visit the Common Data Set site. Each data set is available for download as a compressed (ZIP) file or as individual CSV files. Lots of Countries Countries | Data. Typically the initial version of a feature or the initial data collection will be checked carefully, but it is not uncommon for something to break along the way. 488 Data Sets. The data set contains descriptive information on the characteristics of each matter as well as URLs to the individual case pages that are. Much of these data are used by the College Board, Peterson’s Guides, and U. An improved and enhanced Polity 5 version in the series is currently in development. The Common Data Set (CDS) initiative began in 1995 to address issues about inconsistencies in data provided by institutions to guidebooks and financial rating agencies. You can use time as X-values of the data set, i. singleton A). The primary pandas data. So check out the Catalog for yourself, beginning with the most recent datasets displayed first. This dataset contains product reviews and metadata from Amazon, including 142. Wolfram Curated Datasets. Data Breakdown: I explain how I break the data down by variable, by industry, by region, by time and by company. merge 1:m or. How is data set encryption different from other encryption software that IBM offers? Data set encryption enables encryption of files in bulk through the access method as opposed to encrypting a single field or row at a time. The Deutsche Börse Public Data Set consists of trade data aggregated to one minute intervals from the Eurex and Xetra trading systems. Here is a list of potentially useful data sets for the VizSec research and development community. The  mode  of a set of data is the value in the set that occurs most often. Each compressed file contains the three CSV files listed for a specific data set. There are currently 24 items in the WHO Trial Registration Data Set. state names) in quotations. Finding outliers in a data set. The result is your mean! To see an example of finding the mean, watch this tutorial!. Type help append for details. [Category=Geospatial ] NetCDF Data Set¶ Map Data¶ NetCDF (Network Common Data Form) is a set of software libraries and self-describing, machine-independent data formats that support the creation, access, and sharing of array-oriented scientific data. North Carolina data set. The data sets provide the text and detailed numeric information in all financial statements and their notes extracted from exhibits to corporate financial reports filed with the Commission using eXtensible Business Reporting Language (XBRL). Mean and average mean the same quantity. The database includes 163 countries and regions over 1965-2015. InfoChimps InfoChimps has data marketplace with a wide variety of data sets. Infographics Your guide to writing an appealing blog. Re: Qlik Sense Chart. These data sets should also provide specification for a set of explicit tests. The Centers for Medicare & Medicaid Services is releasing a series of short videos to assist providers with coding select Section GG items on the OASIS, IRF-PAI, LTCH CARE Data Set, and the MDS. org with any questions. The MCV record is required for processing recall requests for data sets. Unless otherwise noted, our data sets are available under the Creative Commons Attribution 4. MSMA datasets. The first dataset has 100,000 ratings for 1682 movies by 943 users, subdivided into five disjoint subsets. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Data mining is widely used in business (insurance, banking, retail), science research (astronomy, medicine), and government security (detection of criminals and terrorists). Identifying individuals, variables and categorical variables in a data set If you're seeing this message, it means we're having trouble loading external resources on our website. The Common Data Set (CDS) initiative is a collaborative effort among data providers in the higher education community and publishers to improve the quality and accuracy of information provided to all involved in a student’s transition into higher education, as well as to reduce the reporting burden on data providers. An essential part of creating a Sentiment Analysis algorithm (or any Data Mining algorithm for that matter) is to have a comprehensive dataset or corpus to learn from, as well as a test dataset to ensure that the accuracy of your algorithm meets the standards you expect. Below we see the examples of permanent Data sets which are in-built as well as red from external sources. The Common Data Set is a product of the Common Data Set Initiative, which is a collaboration between publishers of higher education survey data (The College Board, U. Once the 4th quarter of the current year is posted, then the prior year quarters will be rolled into one spreadsheet file which combines all the Quarterly data for that year. If a data set has multiple numbers that appear the same number of times, i. In this problem the goal is to predict whether a person income is higher or lower than $50k/year based on their attributes, which indicates that we will be able to use the logistic regression algorithm. Enter the competition! Our competition challenges participants to build and optimize algorithms based on our large-scale dataset. This paper presents the largest globally comparable panel database of education quality. We collected these data from Baseball Prospectus. If the data files do not include. Basic form: Author/Rightsholder. 00) of 100 jokes from 73,421 users. ชุดข้อมูล (Data Set) เป็นรูปแบบของข้อมูลที่กำหนดให้สถาบันการเงิน และผู้ประกอบธุรกิจบัตรเครดิตที่มิใช่สถาบันการเงิน จัดส่งรายงานข้อมูลต่าง ๆมา. This is because many disturbances to underlying data happen as our systems evolve over time. They are sure to easily fit within memory. A data set typically contains a specific type of data such as names, salaries and sales data that are all numerical and fixed-format. The user of the data set needs to know exactly what is in the data set and where it is located. Government’s open data. Cost to non-members is $25. Amazon is making the Graph Challenge data sets available to the community free of charge as part of the AWS Public Data Sets program. See more information about the Common Data Set Initiative. 0 incentive applications are also included in the CSI Working Data Set. SSRS: Merge data from different data sources into one data set inside SSRS report SSRS: Merge data from different data sources into one data set inside SSRS report using XML Connection In this article we leverage the same technique to join data from two SSRS data sources. The data set contains descriptive information on the characteristics of each matter as well as URLs to the individual case pages that are. In the case of tabular data, a data set corresponds to one or more database tables, where every column of a table represents a particular variable, and each row corresponds to a given record of the data set in question. sas) There are many ways that SAS data sets can be combined. A covered entity may use and disclose a limited data set for research activities conducted by itself, another covered entity, or a researcher who is not a covered entity if the disclosing covered entity and the limited data set recipient enter into a data use agreement. This data set tracks the status and membership of such organizations from 1815-2014. Select yes when asked whether you want to overwrite the data set. In specific contexts, a dataset needs to satisfy conditions to qualify as a dataset. By specifying the data set option ENCODING=ANY, you can create a SAS data set that contains mixed encodings, and suppress transcoding for either input or output processing. Enrollment by Racial/Ethnic Category. Flexible Data Ingestion. SA is the South Australian Government open data directory. txt, under "Separator character," you can pick what letter or symbol Google Sheets uses to separate cells. Find data by various industries, climate, health care etc. Using data set procedure we can. It is a source for consistent, up-to-date sea ice extent and concentration images, in PNG format, and data values, in GeoTIFF and ASCII text files, from November 1978 to the present. This can also happen as a result of the improper use of BLP processing. The Resident Assessment Instrument-Minimum Data Set (RAI-MDS) 2. The data set contains descriptive information on the characteristics of each matter as well as URLs to the individual case pages that are. Appending two datasets require that both have variables with exactly the same name. Other lists that I have found are this wiki , the ISMIR page , this web page , and this web page. Ah, the DataSet. The Well Bore Query data set provides a way for users to search for wells by district, lease, county, field, operator, drilling permit number, API number, on/off schedule, or well type. Description Repeat the action lines for the next row in the data set. Large data sets mostly from finance and economics that could also be applicable in related fields studying the human condition: World Bank Data. an online repository of large data sets which encompasses a wide variety of data types, analysis tasks, and application areas - UCI Machine Learning Repository: a collection of databases, domain theories, and data generators - CMU StatLib Datasets Archive - Time Series Data Library:. The Common Data Set (CDS) for the Ann Arbor campus is prepared as part of a collaboration of higher education data providers and private companies that publish college guidebooks. We will be working on the Adults Data Set, which can be found at the UCI Website. Earnings Data Is Getting Worse. False positives (marking good mail as spam) are very undesirable. Data are presented in the same “common” format used by most institutions of Higher Education to facilitate comparisons among institutions. data set a collection of information (‘observations’) made on a group of individuals and relating to certain VARIABLES in which the investigator is interested. National Longitudinal Study of Adolescent Health at the University of North Carolina, Chapel Hill. ) while a data set is a more general set of data. These Data Sets are already available in the installed SAS software. Climate Data Online. Explanations > Social Research > Analysis > Parametric vs. Optional: If you import a plain text file, like. Solve the following problems about data sets and descriptive statistics. 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. Access information about this data here. You have treated missing values and outliers as the main problems of data analysis which you presented ways of handling them separately, I am thinking of imputing missing values in a data set which is noted to have serious outliers. These are simple multidimensional datasets that are for the most part classic infovis datasets. An example of a bimodal data set is {1, 2, 2, 3, 3 }. Let’s combine the above two code samples to demonstrate how you can split a data set into several external raw files:. Use of this term began with OS/360 and is still used by its successors, including the current z/OS. An improved and enhanced Polity 5 version in the series is currently in development. The primary pandas data. To provide data that can be used in independent spatial statistical analyses, construction of development-related indices, or in combination with remote sensing data in order to identify spatio-temporal patterns and/or changes in different demographic categories, such as male, female, urban, rural, level of education, etc. The Datasets are named with appropriate dates (Dataset_17March) but looking at reports, how do i identify which Dataset the data belongs to. Flexible Data Ingestion. merge m:1 ; see Merge two data sets in the many-to-one relationship in Stata. The Common Data Set (CDS) initiative is a collaborative effort among data providers in the higher education community and publishers as represented by the College Board, Peterson's, and U. 0 and MASH 1. Motor Vehicle Data. This is the "Iris" dataset. > Regression in common terms refers to predicting the output of a numerical variable from a set of independent variables. What you can do is to use different exploratory data analysis and visualization techniques to have a better understanding of your data set. Can hold one or more Datatables in it. data set or dataset definition: 1. The data set contains negative or zero values. 2007 - Public Use Files View and download the 2007 Public Use Files for Local and State Government Structures. The DiPCo data set has been released under the CDLA-Permissive license and can be downloaded here. Set as S data AB = A | B deriving Show instance Ord AB where compare _ _ = EQ instance Eq AB where _ == _ = True main = print (S. 3 The data sets are combined using SET and an IN= data set option. The EDRM Enron v1 Data Set Cleansed of Private, Health and Financial Information. state names) in quotations. A = dataset('File',filename,'ParamName',Value) creates dataset array A from column-oriented data in the text file specified by filename. Datasets include year-over-year enrollments, program completions, graduation rates, faculty and staff, finances, institutional prices, and student financial aid. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. If there is no data value or data values that occur most frequently, we say that the set of data values has no mode. Variables are mutually, exclusively, and exhaustively grouped into Variable Sets. You are leaving the City of New York’s. Remove a Data Set from an Analysis. Each row of the table represents an iris flower, including its species and dimensions of its botanical parts. In order to contribute to the broader research community, Google periodically releases data of interest to researchers in a wide range of computer science. The Common Data Set (CDS) for the Ann Arbor campus is prepared as part of a collaboration of higher education data providers and private companies that publish college guidebooks. Access information about this data here.   Questions and definitions used by the U. Detecting unusual numbers or outliers in a data set is important in many disciplines, because the outliers identify interesting phenomena, extreme events, or invalid experimental results A simple method to check if a data value is an outler is to see if the value is a significant number of standard deviations away from the mean of tho data set. But if I have a small data set I would like to used cross-validation and then the validation is already performed within it. Facebook AI released a dataset containing coding questions paired with code-snippet answers, intended for evaluating AI-based natural-language code search systems. This is also SAS base concept. Unless otherwise noted, our data sets are available under the Creative Commons Attribution 4. Use of this term began with OS/360 and is still used by its successors, including the current z/OS. Natural Earth is a public domain map dataset available at 1:10m, 1:50m, and 1:110 million scales. ( * Data contains VAERS reports processed as of 9/14/2019). To clear the calculator and enter new data, press "Reset". The data included the number of matches in which each player encountered each referee and our dependent variable, the number of red cards given to each player by each referee. The Common Data Set (CDS) is a standard set of questions used by college guidebook publishers to collect commonly requested statistics about colleges and universities. For example, the following command creates a dataset named mydataset with data location set to US, a default table expiration of 3600 seconds (1 hour), and a description of This is my dataset. Data are being released that show significant variation across the country and within communities in what providers charge for common services. How to Find the Range of a Data Set. Current and Past Common Data Sets. Mode is the most commonly occurring data point in the data set or the one with highest frequency. In simplest terms, a record is a fixed number of bytes containing data. The Sea Ice Index provides a quick look at Arctic- and Antarctic-wide changes in sea ice. In two situations, changes to a data set might cause concern. So even table names are also common for few of them. A PDSE is a Partitioned Data Set Extended. npm install @antv/data-set. Valid contexts This action may be used within the following project items: test modules and user-defined actions. Data Catalog. Welcome to SAMHSA Data and Dissemination SAMHSA Releases New NSDUH 2018 Annual Report The Substance Abuse and Mental Health Services Administration is pleased to announce the release of the National Survey on Drug Use and Health (NSDUH) 2018 Annual Report. set" objects are collections of "item" objects, with similar semantics as data frames. Uncover new insights from your data. The data repository focuses exclusively on prognostic data sets, i. sas) There are many ways that SAS data sets can be combined. Whereas WHERE and IF statements are applied to all the datasets in SET statement. This procedure belongs to sas base module. 6 billion temperature reports from 16 preexisting data archives. The XPORT format allows for 28 missing data types. The idea of all the solutions can be described as in the following image:. 6 Degrees F, the Upper Limit of the Normal Body Temperature, and Other Legacies of Carl Reinhold August Wunderlick," Journal of the American Medical Association, 268, 1578-1580. A data set (or dataset) is a collection of data. These files represent binomial data with 16 groups. To provide data that can be used in independent spatial statistical analyses, construction of development-related indices, or in combination with remote sensing data in order to identify spatio-temporal patterns and/or changes in different demographic categories, such as male, female, urban, rural, level of education, etc. 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. Be aware of the units of any descriptive statistic you calculate (for example, dollars, feet, or miles per gallon). The kinds of weather information, resolution, coverage, and the period of record vary with each available dataset. Ah, the DataSet. 00) of 100 jokes from 73,421 users. Find, access and share high quality data at the Oregon Geospatial Data Clearing House. merge m:1 ; see Merge two data sets in the many-to-one relationship in Stata. The Google Public Data Explorer makes large datasets easy to explore, visualize and communicate. Flexible Data Ingestion. Basic form: Author/Rightsholder. The NIRSA Institutional Data Set (IDS), with the generous support of the NIRSA Foundation, offers members a user friendly platform to input and analyze data on collegiate recreation programs, services and facilities, as well as a myriad of ways to filter and compare across institutions. Signal end of data lines with a semicolon and execute the DATA step. Example 1: Concatenating SAS Data Sets. Just because a particular day or set of days is an outlier does not mean you should discard it. This dataset comes with a cost matrix: ``` Good Bad (predicted) Good 0 1 (actual) Bad 5 0 ``` It is worse…. Calculate a value for variable WeightLoss2. There is a Clip tool for raster datasets that is different from the regular CLIP tool for vector data. Minimum Data Set (MDS) MDS 3. News & World Report. DiPCo’s release follows on Amazon’s recent releases of three other public data sets, two for the development of conversational AI systems and the other for fact verification. Given a data set, the mean of the data set is defined as the sum of the data members divided by the number of data members. data set a collection of information (‘observations’) made on a group of individuals and relating to certain VARIABLES in which the investigator is interested. The Treatment Episode Data Set (TEDS) compiles client-level data for substance abuse treatment admissions from State Agency data systems. California believes in the power of unlocking government data. The Data Model A netCDF dataset contains dimensions, variables, and attributes, which all have both a name and an ID number by which they are identified. We recommend that you add structured data about a dataset to the canonical pages. About the data: The 2017 NSS results were published in July and the data is available on the hefce website. Note, however, that sample audio can be fetched from services like 7digital, using code we provide. fame leads to a data frame that contains only vectors and factors. Lots of Countries Countries | Data. The Resident Assessment Instrument-Minimum Data Set (RAI-MDS) 2. All you have to do to find it is to arrange the set of numbers from smallest to largest and to. The Common Data Set (CDS) is a detailed report covering University-wide information. In RapidMiner it is named Golf Dataset, whereas Weka has two data set: weather. Nursing Home Compare data Download & explore Medicare's Nursing Home Compare data. If a data set has multiple numbers that appear the same number of times, i. Much of these data are used by the College Board, Peterson’s Guides, and U. Set (Set) import qualified Data. A data set is a collection of related data collected from a single source. (PDS) A data set on an IBM mainframe that contains members, each of which acts like a separate data set. Well, we've done that for you right here. 1) Access the archive of previous versions; The minimum amount of trial information that must appear in a register in order for a given trial to be considered fully registered. UPDATE 3-Oil rises on Chinese factory data but set for weekly loss. In this case, make sure that all missing values in a master dataset are explained using extended missing values; Stata's regular missing values should never be allowed in a final master data set. Rename the data set and sas files; Exchange the data between the data sets; Copy the sas files from one library to another library; Modify the data sets; Change the formats; Assign. Find, access and share high quality data at the Oregon Geospatial Data Clearing House. It may turn out that the data set you’re analyzing isn’t really suitable for what you’re trying to do, and you’ll need to start over. The Office of Institutional Research annually responds to many requests for information. The dataset is also available in a long format simulating individual data and using weights to represent the frequencies. NSW Data Analytics Centre sets goal to create de-identification data standards. There is no need to instruct our writers about it, just say what style you need. Google apps. Don't show this message again. Common Data Set Descriptor. Appendix 2 provides details on the most complete data set we offer clients. Each year numerous publishers of college guides and other information on colleges send lengthy surveys to colleges and universities. 0 and MASH 1. InfoChimps InfoChimps has data marketplace with a wide variety of data sets. A group of related information comprising separate data elements stored, retrieved, or otherwise organized and treated as a unit, i. version 3 (TMY3) data sets. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. The Math Forum's Internet Math Library is a comprehensive catalog of Web sites and Web pages relating to the study of mathematics. This page is an example of how to manually set up a non-XML data set that can be used with a spry:region or spry:detail region. dataset for certain datasets; data set for any set for data in general. A Data Set is a container that holds the data you upload to Analytics. The City of Chicago's open data portal lets you find city data, lets you find facts about your neighborhood, lets you create maps and graphs about the city, and lets you freely download the data for your own analysis. The data set was made available as a list with 146,028 dyads of players and referees. So, I guess the best move is to try to optimize our DB query as much as possible so it loads the data set quickly. gov is to increase public access to high value, machine readable datasets generated by the Executive Branch of the Federal Government. The AVIRIS data set include two flight lines one flown East-West and the other flown North - South. Data Set 5 contains data relating to 42,765 ZIP Codes summarized from credit information available for a large sample of households at Experian; one record per ZIP Code. Both interesting big datasets as well as computational infrastructure (large MapReduce cluster) are provided by course staff. Our dataset features the raw sensor camera and LiDAR inputs as perceived by a fleet of multiple, high-end, autonomous vehicles in a bounded geographic area. year Yearly Sunspot Data, 1700-1988 289 2 0 0 0 0 2 CSV : DOC : datasets sunspots. This calculator computes the standard deviation from a data set: Specify whether the data is for an entire population or from a sample. Physician Compare data Download & explore Medicare’s Physician Compare data. NOTICE: This repo is automatically generated by apd-core. Enter the competition! Our competition challenges participants to build and optimize algorithms based on our large-scale dataset. Data Set Sample. Close with a transitional sentence that leads smoothly into the concluding paragraph. Nevertheless most methods for data frames are inherited by data sets. Basically, a small standard deviation means that the values in a statistical data set are close to the mean of the data set, on average, and a large standard deviation means that the values in the data set are farther away from the mean, on average. The Office of Institutional Research annually responds to many requests for information. Description Repeat the action lines for the next row in the data set. That can be frustrating, but it’s a common part of every data science job, and it requires. Data sets with discrete count outputs. Here are a handful of sources for data to work with. Data sets can be cataloged, which permits the data set to be referred to by name without specifying where it is stored. data set a collection of information (‘observations’) made on a group of individuals and relating to certain VARIABLES in which the investigator is interested. Common Data Set 2009-10 Page 4 of 36 B2. Most stuff here is just raw unstructured text data, if you are looking for annotated corpora or Treebanks refer to the sources at the bottom. If you work with statistical programming long enough, you're going ta want to find more data to work with, either to practice on or to augment your own research. They are also used to hold libraries, with one function per member. 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. Flintshire County Council Datasets. nlp-datasets. All datasets are exposed as tf. Close with a transitional sentence that leads smoothly into the concluding paragraph. Data set usage rules may vary. To do this you need to do a few things. Nevertheless most methods for data frames are inherited by data sets. ( 1 ) United Nations Population Division. A data set is a collection of related data collected from a single source. Note that the number of observations in the new data set is the sum of the numbers of observations in the original data sets. The Common Data Set (CDS) is a collaborative effort among the higher education community and publishers, as represented by the College Board, Peterson’s Guides, and U. docx from HCM 410 at Colorado Technical University. Gephi can open zipped files directly. Provides a listing of available World Bank datasets, including databases, pre-formatted tables, reports, and other resources. of the Final Rule. Set as S data AB = A | B deriving Show instance Ord AB where compare _ _ = EQ instance Eq AB where _ == _ = True main = print (S. Stata calls it merging when observations from the two data sets are combined. Splitting a data set into several external files. The Math Forum's Internet Math Library is a comprehensive catalog of Web sites and Web pages relating to the study of mathematics. A data set (or dataset) is a collection of data. org with any questions. The OASIS-D instrument was approved by the Office of Management and Budget (OMB) on December 6, 2018. Users should always check with the data steward for any updates to the dataset. Signal end of data lines with a semicolon and execute the DATA step. The datasets are divided into the categories of Atmosphere, Ocean, Land, Astronomy, Models and Simulations, and Extras. The Common Data Set (CDS) is a standard set of questions used by college guidebook publishers to collect commonly requested statistics about colleges and universities. gov  – This is the home of the U. This is the "Iris" dataset. The basis of any statistical analysis has to start with the collection of data, which is then analyzed using statistical tools. Data Set Selection. How to Cite a Data Set in APA Style by Timothy McAdoo Whether you're a "numbers person" or not, if you're a psychology student or an early-career psychologist, you may find yourself doing some data mining. Note that the number of observations in the new data set is the sum of the numbers of observations in the original data sets. Each data set is available for download as a compressed (ZIP) file or as individual CSV files. TensorFlow Datasets is a collection of datasets ready to use with TensorFlow. The Common Data Set (CDS) initiative is a collaborative effort among data providers in the higher education community and publishers as represented by the College Board, Peterson’s–Thomson Learning, U. Looking for public data sets could be a challenge. Changing a Data Set. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Subsets of IMDb data are available for access to customers for personal and non-commercial use.