5.3.3 Data cleaning Data cleaning helps to remove all unnecessary data. Data cleaning attempts to fill in missing values‚ smooth out noise while identifying outliers and correct inconsistencies in the data. Data cleaning is usually an iterative two-step process consisting of discrepancy detection and data transformation. 5.3.4 Data analysis Data analysis is also known as analysis of data or data analytics‚ is a process of inspecting‚ cleansing‚ transforming and modeling data with the goal of discovering
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Statistical Data Analyses Graeme Ferdinand D. Armecin‚ MHSS Outline of Presentation Overview of Research Designs Functions of Statistics Sampling Principles of Analysis and Interpretation (with Computer Package) – Descriptive Statistics – Inferential Statistics Graeme Ferdinand D. Armecin‚ MHSS Statistical Data Analyses Purposes of Research Design Exploratory/Descriptive Research design – Basic or fundamental in the research enterprise – What is going on? –
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an ordinary program (an application program written in an imperative language such as C or FORTRAN) from a serial execution trace of the program. It then uses the methodology to study parallelism in the SPEC benchmarks. We see that the parallelism can be bursty in nature (periods of lots of parallelism followed by periods of little parallelism)‚ but the average parallelism is quite high‚ ranging from 13 to 23‚302 operations per cycle. Exposing this parallelism requires renaming of both registers and
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HATCO Data Set Description The HATCO data set gives data from a survey of customers of the HATCO company. The data set consists of 100 observations on 14 separate variables. Three types of information were collected. The first type of information is the perception of HATCO on seven attributes identified in past studies as the most influential in the choice of suppliers. The respondents‚ purchasing managers of firms buying from HATCO‚ rated HATCO on each attribute. Each of these 7 variables
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Unemployment as a Measure of Welfare Unemployment‚ as defined in books‚ is a situation wherein a person is jobless but is actively looking for work. To get the unemployment rate‚ we divide the total number of unemployed to the total labor force. Unemployment rate is sometimes used to determine the economic growth of a country. Unemployment has remained high in the Philippines for the past years. Since unemployment means no job‚ it is usually believed to be the cause of poverty. Our government
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1. Which of the following statements regarding fire-retardant treatment of wood is MOST accurate? A. the fire retardant is intended to occur at temperatures lower than those developed in fires. B. the fire retardant is intended to occur at temperatures higher than those developed in fires C. all chemicals used as fire retardants can be used for exterior applications D. fire retardant treatment of wood increases its strength 2. Most fire-retardant chemicals operate by: A. accelerating the
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5 DIGITS OF YOUR EXPRESS CODE IS I’M SO SORRY TO HEAR THAT/I DO APOLOGIZE FOR THE INCONVENIENCE‚ HOWEVER I WILL BE HAPPY TO ASSIST YOU IN YOUR CONCERN. REMINDER: ASK MANUAL AUTHORIZATION FOR FUEL=AUTHORIZATION FOR FUEL AUTH. CHECK FP=JUST VERIFY THE AMOUNT AND PRESS F2‚ PAG NAKITA K NA NO AUTH. FP JUST PRESS F2 CAN’T USE THE AUTH. NO. WE CAN SEND ANOTHER ONE AUTH.NO.=TELL THEM WE CAN GIVE HIM ANOTHER AUTH.NO.= F2 REGISTER A CHECK=GET THE CHECK NO. GET THE STATE ABBREV. + 000 GET ALL
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Topic 1: The Data Mining Process: Data mining is the process of analyzing data from different perceptions and summarizing it into useful evidence that can be used to increase revenue‚ cut costs or both. Data mining software is one of a number of analytical tools for analyzing data. It allows users to analyze data from many different dimensions or angles‚ categorize it and summarize the relationships identified. Association‚ Clustering‚ predictions and sequential patterns‚ decision trees and classification
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Introduction: Data analysis is an attempt by the researcher to summarize collected data either quantitative or qualitative. Generally‚ quantitative analysis is simply a way of measuring things but more specifically it can be considered as a systematic approach to investigations. In this approach numerical data is collected or the researcher transforms collected or observed data into numerical data. It is ideal for finding out when and where‚ who and what and any relationships and patterns between
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SMS CUSAT Reading Material on Data Mining Anas AP & Alex Titty John • What is Data? Data is a collection of facts and information or unprocessed information. Example: Student names‚ Addresses‚ Phone Numbers etc. • What is a Database? A structured set of data held in a computer which is accessible in various ways. Example: Electronic Address Book‚ Phone Book. • What is a Data Warehouse? The electronic storage of large amount of data by business. Concept originated in
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