Exploratory data analysis (EDA), data visualization, and visual analytics are essential for understanding and analyzing complex datasets. In this project, we explored these techniques and their applications in data analytics. The case discusses Tableau, a powerful data visualization tool, and Google BigQuery, a cloud-based data warehouse that…

The advent of information technology has enabled firms to collect significant amounts of data about individuals and mine the data for developing their strategies. Profiling of individuals is one common use of data collected about them. It refers to using known or inferred information to categorize the type of an individual and to tailor specific…

In the modern world, higher education is transitioning from enrollment mode to recruitment mode. This shift paved the way for institutional research and policy making from historical data perspective. More and more universities in the U.S. are implementing and using enterprise resource planning (ERP) systems, which collect vast amounts of data.…

The 13th iteration of the International Conference on Educational Data Mining (EDM 2020) was originally arranged to take place in Ifrane, Morocco. Due to the SARS-CoV-2 (coronavirus) epidemic, EDM 2020, as well as most other academic conferences in 2020, had to be changed to a purely online format. To facilitate efficient transmission of…

The efficacy of online learning programs is tied to the suitability of the program in relation to the target audience. Based on the dataset that provides information on student enrollment, academic performance, and demographics extracted from a data warehouse of a large Southwest institution, this study explored the factors that could distinguish…

The purpose of this survey is to identify and describe existing and contemplated projects in the Smithsonian Institution which make use of non-conventional means to store and retrieve information. These techniques range from electronic machine processed to a simple visual, color-coded system or a key-sort device. The 49 projects investigated were…

Techniques, media, and systems for making organized data available exist, but have not been used extensively enough. Reasons for failure to use these are explored and recommendations made for extraction by authors at time of writing, centralized organization, and publication through existing organization. Datum signatures are described. (50…

Today, collecting, evaluating, and analyzing data--the basic concepts of scientific study--usually involves electronic probeware. Probeware combines sensors that collect data with software that analyzes it once it has been sent to a computer or calculator. Science inquiry has benefited greatly from the use of electronic probeware, providing…

Adapted from presentation of Unit I of the MODS Seminar, the National pilot program of AACRAO, Fort Collins, Colorado, April 1967. (AD)

A preliminary plan is presented for the selection, acquisition, intellectual organization, and storage of the information which will underlie the Information Services Operation of the National Standard Reference Data System, as well as for methods of locating desired information items in storage, retrieving, and displaying or communicating them.…

The Comprehensive Occupational Data Analysis Programs (CODAP) are designed for analyzing and retrieving occupational survey information collected by means of job inventories. Two programs that are parts of the CODAP system are described: the Ordering of Hierarchically Grouped Case Data (KPATH) program which reorders case data permitting…

Counseling center efforts to establish and maintain relevant effectiveness in the services they offer, must be based on valid and reliable feedback from critical sources. Record keeping and data collection are the procedures by which this feedback can be acquired if they are designed to answer questions and do not become ends in themselves. A…

This report describes plans for the development of a major longitudinal research database designed to support the development and validation of new predictors of Army performance, and also new measures of Army performance against which the new predictors can be validated. The following aspects of the database are addressed: (1) the anticipated…

A STEP BY STEP OUTLINE OF THE SYSTEM DEVELOPED TO MAKE AND KEEP RECORDS FOR A 2-YEAR FOLLOWUP STUDY OF IOWA HEADSTART PARTICIPANTS (SUMMER 1965), SUPPLIES DETAILED INFORMATION FOR THE ESTABLISHMENT OF A SIMILAR SYSTEM. THE IOWA EDUCATION INFORMATION CENTER OF THE UNIVERSITY OF IOWA AND THE OFFICE OF ECONOMIC OPPORTUNITY COOPERATED TO DEVELOP AN…

A major problem identified in the current, manually kept high school attendance system is the inability to handle the large volune of daily information. This ineffectual data management is reflected by the high absentee and tardy rates. Additionally, this failure to produce current and timely reports hinders class cut reporting. This is evidenced…