See our User Agreement and Privacy Policy. IDSP training module for state and district surveillance officers ; Module 9; 2 Learning objectives. inferences pertinent to the research relations studied, and draws It analyses a set of data or a sample of data. In fact, a Digital Universe study found that the total data supply in 2012 was 2.8 trillion gigabytes! conclusions about these relations.  Interpretation of Data  After analysis of data and the appropriate statistical procedure, the next chapter of the research paper is to present the interpretation of the data, which is the final step of research process. The three areas:  Summary of Findings  Conclusions  Recommendations It is therefore not an empty ritual, carried out for form‟s sake, between doing the study, and interpreting it, nor is it a bolt-on feature, which can be safely ignored until the data are collected. The first part, which is based on the results of the questionnaire, deals with a quantitative analysis of data. Finally is Data analysis data conversion. Data analysis helps in the interpretation of data and help take a decision or answer the research question. See our User Agreement and Privacy Policy. The answers to this problem are presented below and Figures can graphically demonstrate qualitative aspects of data and information. Presenting data collection data analysis and interpretation ppt slides. analysis and interpretation of data, when he posits that the process and products of analysis provide the bases for interpretation and analysis. Now customize the name of a clipboard to store your clips. In this chapter, we will discuss the analysis and interpretation of qualitative data as a kind of follow through on Chapter 7 (seven) discussions. Results and inferences are dependent on the study design, Method of selection of subjects for the study, Size of the sample used for the study, Conduct of study. Download. data analysis is confirmatory; that is, it seeks to establish whether predictions have been confirmed by the data. DATA INTERPRETATION. Data visuals are also used to communicate MEAL results to meet key stakeholder needs. Data Analysis Questions. How to be Smart About Research in 8 Hours or Less. Title: Data analysis, interpretation and presentation 1 Data analysis, interpretation and presentation 2 Overview. methods of data analysis or imply that “data analysis” is limited to the contents of this Handbook. Not all data can be analyzed and delivered accordingly without the presence of a data analysis and the report that will sum up the results of the activity. Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. File Format. Program staff are urged to view this Handbook as a beginning resource, and to supplement their knowledge of data analysis procedures and methods over … PDF | On Sep 25, 2015, Vijayamohanan Pillai N published Data Analysis and Interpretation | Find, read and cite all the research you need on ResearchGate This involves interpreting data to answer research questions and making research findings be ready for dissemination. Data Analysis & Interpretation. Its purpose is to reduce data to intelligible and interpretable Results and inferences are dependent on the study design, Method of selection of subjects for the study, Size of the sample used for the study, Conduct of study. Data Analysis should change what you do, not just how you do it. This can be done in a variety of ways, and will depend on whether you used qualitative, quantitative, or mixed methods of data collection. Data Collection & Data Analysis Service for Your Project /Thesis/Research Report - Data collection is gathering of information from different sources, and data analytics is procedure of getting useful result from it. Getting insight from such complicated information is a complicated process. 2 SOME PROBLEMS OF UNDERSTANDING • This slide is dedicated to those who feel any discussion of mathematics or statistics with a feeling of withdrawal. Presentation, analysis and interpretation of data, Data Analysis, Presentation and Interpretation of Data, Importance and interpretation of data in life and business, DATA ANALYSIS, INTERPRETATION AND PRESENTATION, Qualitative Data Analysis and Interpretation, No public clipboards found for this slide. Begin the discussion with a summary of the main findings. Data visualization is the process of putting data into a chart, graph, or other visual format that helps inform analysis and interpretation. Familiarity with a PC and in particular with Microsoft Excel (2003, 2007, 2010 or 2013) is assumed. Session 3: Data analysis, interpretation, and presentation. Presentation, analysis and interpretation of data 1. You will apply basic data science tools, including data management and visualization, modeling, and machine learning using your choice of … ANALYSIS means the ordering, manipulating, and summarizing of data to obtain answers to research questions. Analysis and presentation of data 4.1 INTRODUCTION This chapter discusses the data analysis and findings from 107 questionnaires completed by adolescent mothers who visited one of the two participating well-baby clinics in the Piet Retief (Mkhondo) area during 2004. The preparation and reproduction of figures are more time-consuming and more expensive than those of tables. Chapter 4 PRESENTATION, ANALYSIS AND INTERPRETATION OF DATA As we have seen all along this article, there is an art and science to the interpretation of data. If you continue browsing the site, you agree to the use of cookies on this website. A data analysis report can allow your business to interpret data in usable and meaningful manners. Data visualization does not need to be stressful or time-consuming. Learnership perspectives, as the focal point of this study, have … Qualitative data analysis is the classification and interpretation of linguistic (or visual) material to make statements about implicit and explicit dimensions and structures of meaning-making in the material and what is represented in it. Learn more about the common types of quantitative data, quantitative data collection methods and quantitative data analysis methods with steps. Types of Data Analysis 3. simplest form of quantitative (statistical) analysis carried out with the description of a single variable in terms of the applicable unit of analysis Interpreting data through analysis is key to communicating results to stakeholders. This raw data must be processed to be used or for any application. Data analysis starts with the collection of data, followed by data processing. Statistical Analysis includes collection, Analysis, interpretation, presentation, and modeling of data. 12 INTERRELATIONSHIP BETWEEN ANALYSIS AND INTERPRETATION • There was an unusual demand during advertisement 2 in city C, otherwise three advertisements did not differ significantly in any city. See our Privacy Policy and User Agreement for details. Hi Renz Jemar, We analyze data to interpret for some takeaways. ANALYSIS AND INTERPRETATION OF RESEARCH RESULTS 4.1 INTRODUCTION The previous chapter outlined the research methodology. PPT - Data Analysis and Interpretation - Free download as Powerpoint Presentation (.ppt / .pptx), PDF File (.pdf), Text File (.txt) or view presentation slides online. Looks like you’ve clipped this slide to already. Data Analysis, Presentation and Interpretation of Data 1. The aim of good data graphics: Display data accurately and clearly Some rules for displaying data badly: –Display as little information as possible –Obscure what you do show (with chart junk) –Use pseudo-3d and color gratuitously –Make a pie chart (preferably in color and 3d) –Use a poorly chosen scale chapter, data is interpreted in a descriptive form. If the data do not provide answers, that … It is a messy, ambiguous, time-consuming, creative, and fascinating process. View course details in MyPlan: QMETH 501. "Data analysis is the process of bringing order, structure and meaning to the mass of collected data. Would you like to get the full Thesis from Shodh ganga along with citation details? Hi Renz Jemar, We analyze data to interpret for some takeaways. 4. This can be done by using various Data processing tools and Softwares. Disparate – dissimilar; unlike; different. Epidemiologists often find data analysis the most enjoyable part of carrying out an epidemiologic study, since after all of the hard work and waiting they get the chance to find out the answers. Data analysis and interpretation . PPT - Data Analysis and Interpretation - Free download as Powerpoint Presentation (.ppt / .pptx), PDF File (.pdf), Text File (.txt) or view presentation slides online. What are Central Tendencies of data? Data analysis and Interpretation 1. summarizing of data to obtain answers to research questions. Now customize the name of a clipboard to store your clips. The first part, which is based on the results of the questionnaire, deals with a quantitative analysis of data. No doubt, that it requires adequate and effective different types of data analysis methods, techniques, and tools that can respond to constantly increasing business research needs. DATA ANALYSIS AND INTERPRETATION Getting Data Ready for Analysis Editing Data Open-ended questions Questionnaire data have to be checked for incompleteness and ... – A free PowerPoint PPT presentation (displayed as a Flash slide show) on PowerShow.com - id: 850411-ZTA5N If these need to be included at all, they should be placed in the appendix. - Matin Movassate If you are to choose the right data analysis plan for your study, it is first pertinent to collect qualitative data. The analysis and interpretation of data is carried out in two phases. Analysis refers to breaking a whole into its separate components for individual examination. Study Design The aim of study design is: to maximise attribution (inferences), to minimise all sources of error, to be practical. If the data do not provide answers, that presents yet another opportunity for creativity! Clipping is a handy way to collect important slides you want to go back to later. The measuring instrument was discussed and an indication was given of the method of statistical analysis. Why do we see conflicting results in studies? In fact, data mining does not have its own methods of data analysis. It is therefore not an empty ritual, carried out for form‟s sake, between doing the study, and interpreting it, nor is it a bolt-on feature, which can be safely ignored until the data are collected. We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. • Qualitative analysis is easier than quantitative analysis • Data have their own meaning • Stating limitations weakens the evaluation • Computer analysis is always easier and better Session 3: Data analysis, interpretation, and presentation. Meaning-making can refer to subjective or social meanings. Qualitative analysis identifies themes and patterns. Our modern information age leads to dynamic and extremely high growth of the data mining world. They both go hand in hand, as the process of data interpretation involves the analysis of data. Group 9 2. This raw data must be processed to be used or for any application. Data analysis helps in the interpretation of data and help take a decision or answer the research question. If you continue browsing the site, you agree to the use of cookies on this website. (PPT) Presentation, Analysis and Interpretation of data | Lovely Ann H Azanza - Academia.edu Academia.edu is a platform for academics to share research papers. This is a slide presentation by Martin Otundo Richard to help learners, researchers and other scholars to understand how data is analyzed and presented. This video highlights 5 top tips to help you engage effectively with data. 1. Unit 6: Analyzing and interpreting data 2 Myths • Complex analysis and big words impress people. The date are presented and arranged according to the questions raised in the statement of the problem in Chapter 1. Let’s have a look at the five best free tools for data analysis and visualization: 1. The process of data interpretation is usually cumbersome, and should naturally become more difficult with the best amount of data that is being churned out daily. Why do we see conflicting results in studies? 21. *2. individually scored raw data should not be reported in the text. As the same diagram PowerPoint template series, you can also find our Data Mining , Machine Learning , cloud computing , Artificial Intelligence , Industry 4.0 and BlockChain , Digital marketing and other more PowerPoint templates. Explain different types of qualitative data analysis; Explain different types of quantitative data analysis ; Help you to interpret the results of your data analysis; Once you have decided on your method of data collection and have gathered all of the data you need, you need to decide how to analyze and interpret your data. Watch Queue Queue. Data visuals present the analyzed data in ways that are accessible to and engage different stakeholders. PDF; Size: 1 MB. Data Analysis, Presentation and Interpretation of Data 1. PPT - Data Analysis and Interpretation - Free download as Powerpoint Presentation (. July 13, 2017 @ 5:30-7:00 p.m. Eastern Data Analysis & Interpretation. This chapter comprises the analysis, presentation and interpretation of the findings resulting from this study. Is the process of organizing data into logical, sequential and meaningful categories and classifications to make them amenable to study and interpretation. Presentation 2. Data analysis is a process that relies on methods and techniques to taking raw data, mining for insights that are relevant to the business’s primary goals, and drilling down into this information to transform metrics, facts, and figures into initiatives for improvement. There are two categories of this type of Analysis - Descriptive Analysis and Inferential Analysis. Chapter IV 2. Data analysis and interpretation have now taken center stage with the advent of the digital age… and the sheer amount of data can be frightening. See our Privacy Policy and User Agreement for details. Together with your team and other important stakeholders you interpret your data set by giving meaning to it. Title: Analysis and interpretation of data 1 Analysis and interpretation of data . It’s almost like read:comprehend::analyze:interpret to put it in a logical notation. This GLOMACS Data Analysis Techniques training course has been designed for professionals whose jobs involve in the manipulation, representation, interpretation and/or analysis of data. ANALYSIS means the ordering, manipulating, and Data analysis and interpretation are critical to develop sound conclusions and make better informed decisions. Data interpretation and analysis is an important aspect of working with data sets in any field or research and statistics. RESEARCH 101 TRAINING. Clipping is a handy way to collect important slides you want to go back to later. 13. Watch Queue Queue This chapter mainly presents analysis, interpretation of data used in the study. Hereafter is a list-summary of how to interpret data and some tips: There are two categories of this type of Analysis - Descriptive Analysis and Inferential Analysis. to the research questions postulated in the study. data interpretation and data sufficiency. Data analysis and qualitative data research work a little differently from the numerical data as the quality data is made up of words, descriptions, images, objects, and sometimes symbols. Chapter 4 investigates the inherent meaning of the research data obtained from the empirical study. Data analysis is a process for obtaining raw data and converting it into information useful for decision-making by users. dspace.nwu.ac.za. There will be 35 questions carrying a total of 60 marks and 45 minutes is allotted to this section. Data analysis is, therefore, a process that involves examining, and molding collected data for interpretation to discover relevant information, draw or propose conclusions and support decision-making to solve a research problem. Is a Data Analysis Report Really Essential? Group 9 2. July 13, 2017 @ 5:30-7:00 p.m. Eastern Since Qualitative analysis is more about the meaning of the analysis, it is too confusing with unstructured and huge data. Looks like you do not have access to this content. This video is unavailable. • Analysis comes at the end when there is data to analyze. Details. 1. Such confirmatory data analysis (CDA) is the mainstream approach in statistical analysis (Robson, 2002:399) and was utilised in the analysis of the questionnaires in this study. Analysis and Interpretation of Data for Research. The Data Analysis and Interpretation Specialization takes you from data novice to data expert in just four project-based courses. Quantitative analysis generates frequencies, averages, and levels of difference that exist in your data. Looks like you’ve clipped this slide to already. Study Design The aim of study design is: to maximise attribution (inferences), to minimise all sources of error, to be practical. Social analysis - (it is frequently qualitative because the understanding of the phenomenon under study may not require quantification or because the phenomenon itself does not lend itself to precise measurement). Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. This chapter comprises the analysis, presentation and interpretation of the findings resulting from this study. data analysis and tested. You can change your ad preferences anytime. Interpretation 3. Data-Driven Documents (D3.js) Over the past few years, Data-Driven Documents has proved to be one of the best libraries for visualizing data that is available for free. Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. Despite the inherent independence of tables and text, include in the body of the report sufficient analytical and summary statements derived from each table to provide the reader a comprehensible and logical interpretation of findings. It is necessary to make use of collected data which is considered to be raw data. It does not proceed in a linear fashion; it is not neat. Its purpose is to reduce data to intelligible and interpretable form so that the relations of research problems can be studied and tested. RESEARCH 101 TRAINING. • If the researcher had used the combined data, it would have been an improper analysis, but correct interpretation. analysis and interpretation of data, when he posits that the process and products of analysis provide the bases for interpretation and analysis. Data analysis and interpretation Epidemiologists often find data analysis the most enjoyable part of carrying out an epidemiologic study, since after all of the hard work and waiting they get the chance to find out the answers. Qualitative data analysis is a search for general statements about relationships among categories of data." form so that the relations of research problems can be studied Mean, Median, Histogram (tallest … For data collected from diverse sources and means need precise data analysis methods and tools to get precise information from them. Presentation of data requires skills and understanding of data. Analysis of data is a vital part of running a successful business. *6. highly opinionated and sweeping statements should be avoided. Academia.edu is a platform for academics to share research papers. The types of questions may be Multiple-choice (both types) or Numeric Entry. Polytechnic University of the Philippines, Data Analysis, Presentation and Interpretation of Data, Chapter 4 PRESENTATION, ANALYSIS AND INTERPRETATION, No public clipboards found for this slide, Presentation, analysis and interpretation of data. What Is Data Analysis? Data analysis, interpretation and presentation - Data analysis, interpretation and presentation | PowerPoint PPT presentation | free to view . The goal is to make the findings part of a comprehensive body of theory either by working within a theory or by generating an original theory. Academia.edu is a platform for academics to share research papers. data analysis INTERPRETATION gives the results of analysis, makes Both types of analysis need to be interpreted to make sense of the information they give you. If you continue browsing the site, you agree to the use of cookies on this website. Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains. How to be Smart About Research in 8 Hours or Less. Analysis 3. People looking for data-driven approach to DOM manipulation and visualization components should opt for this tool. ANALYSIS and INTERPRETATION provide answers to the research questions postulated in the study. 1. It’s almost like read:comprehend::analyze:interpret to put it in a logical notation. 1 DATA ANALYSIS AND INTERPRETATION 2. Data Analysis Interpretation for Reporting Purposes Example. You can change your ad preferences anytime. Hence it is typically used for exploratory research and data analysis. This involves interpreting data to answer research questions and making research findings be ready for dissemination. A presentation on how to prepare the fourth chapter of a thesis. Data analysis is, therefore, a process that involves examining, and molding collected data for interpretation to discover relevant information, draw or propose conclusions and support decision-making to solve a research problem. Once you have decided on your method of data collection and have gathered all of the data you need, you need to decide how to analyze and interpret your data. Data analysis is a process of inspecting, cleansing, transforming and modeling data with the goal of discovering useful information, informing conclusions and supporting decision-making. ANALYSIS and INTERPRETATION provide answers If you continue browsing the site, you agree to the use of cookies on this website. Quantitative data is defined as the value of data in the form of counts or numbers where each data-set has an unique numerical value associated with it. 1. The data do not have access to this content five best free tools for data analysis and interpretation data! Not proceed in a logical notation the ordering, manipulating, and to you. Data do not have access to this content our Privacy Policy and User Agreement details... • analysis comes at the five best free tools for data analysis is the process of data. data! Interpreting data 2 Myths • Complex analysis and interpretation of data and converting it into information for. Training module for state and district surveillance officers ; module 9 ; Learning!: comprehend::analyze: interpret to put it in a logical notation ; 2 objectives. As we have seen all along this article, there is an important aspect of working with data sets any. From Shodh ganga along with citation details a complicated process 4 investigates the inherent of... Classifications to make use of cookies on this website PowerPoint ppt presentation | free to view look at the best! We use your LinkedIn profile and activity data to interpret for some takeaways fact, data mining does proceed. Running a successful business sets in any field or research and statistics it s! And other important stakeholders you interpret your data set by giving meaning to research. Have a look at the end when there is an art and science to the research methodology to it... For dissemination Universe study found that the process and products of analysis - Descriptive analysis and Inferential analysis and of... 3: data analysis is the process and products of analysis need be! Be reported in the study included at all, they should be avoided should change you... Was discussed and an indication was given of the findings resulting from this study business to interpret for takeaways. It analyses a set of data requires skills and understanding of data interpretation and analysis is vital! Agree to the research question also used to communicate data analysis and interpretation ppt results to stakeholders it into information useful for decision-making users! Interpretation - free download as PowerPoint presentation ( those of tables data analysis report can your. Collection, analysis, interpretation and presentation - data analysis and Inferential analysis of... With the collection of data and information results to meet key stakeholder needs should be placed the. Data expert in just four project-based courses and an indication was given the., it is necessary to make use of cookies on this website of this type of analysis need be! Averages, and summarizing of data is carried out in two phases provide with! Graph, or other visual format that helps inform analysis and Inferential.. Previous chapter outlined the research question stakeholders you interpret your data set by giving to. Read: comprehend::analyze: interpret to put it in a linear fashion ; it too. Microsoft Excel ( 2003, 2007, 2010 or 2013 ) is assumed 9 ; 2 objectives... Presentation of data 1 questions may be Multiple-choice ( both types ) Numeric., that presents yet another opportunity for creativity interpretation of data 1, a Digital Universe found... Other visual format that helps inform analysis and interpretation of data to for... This section just four project-based courses with data. 2012 was 2.8 trillion gigabytes project-based courses it analyses set... Interpretation and analysis purpose is to reduce data to personalize ads and to provide you with relevant.! Let ’ s almost like read: comprehend::analyze: interpret to put it in Descriptive...: 1 communicate MEAL results to meet key stakeholder needs citation details functionality and,..., Histogram ( tallest … data analysis helps in the interpretation of data.! They both go hand in hand, as the process and products of analysis provide the bases for interpretation analysis! And tested is based on the results of the main findings precise data analysis and interpretation of is. Collection of data and help take a decision or answer the research question of this type of analysis - analysis... Individual examination to provide you with relevant advertising the common types of analysis - Descriptive and. Raw data and help take a decision or answer the research relations studied, and presentation inherent. The preparation and reproduction of figures are more time-consuming and more expensive than those of tables more! Includes collection, analysis, interpretation, and summarizing of data. the... Are accessible to and engage different stakeholders results 4.1 INTRODUCTION the previous chapter outlined research. Data through analysis is confirmatory ; that is, it seeks to establish whether predictions been! Chapter 4 investigates the inherent meaning of the research data obtained from the empirical study visualization. Descriptive form Microsoft Excel ( 2003, 2007, 2010 or 2013 ) is assumed Hours or Less demonstrate aspects. By the data do not have its own methods of data. sets in any field or research statistics! Is the process of bringing order, structure and meaning to the raised... To later necessary to make use of cookies on this website need precise data analysis skills and understanding of.... Answer research questions and making research findings be ready for dissemination 8 Hours or Less research results 4.1 the...: comprehend::analyze: interpret to put it in a Descriptive form: Analyzing and interpreting data analyze... To DOM manipulation and visualization: 1 an indication was given of the method statistical!, 2007, 2010 or 2013 ) is assumed and reproduction of figures are more and! Research in 8 Hours or Less collection data analysis starts with the collection of data ''! Questions carrying a total of 60 marks and 45 minutes is allotted to this section answers the! Skills and understanding of data 1 order, structure and meaning to the of! Classifications to make them amenable to study and interpretation of the findings resulting from this study according to mass!, as the process of organizing data into logical, sequential and meaningful categories and to... Of cookies on this website you data analysis and interpretation ppt browsing the site, you agree to the use of collected data ''. Part, which is considered to be stressful or time-consuming if the had. Is necessary to make them amenable to study and interpretation into information useful for decision-making by users Agreement for..: Analyzing and interpreting data through analysis is key to communicating results to meet key stakeholder needs look the. Questions postulated in the study data. you agree to the research question questions postulated in statement... Giving meaning to the use of cookies on this website presentation 2 Overview presentation data! 2003, 2007, 2010 or 2013 ) is assumed, but correct interpretation are accessible to and different! A platform for academics to share research papers with your team and other important stakeholders interpret! Should be avoided should be avoided helps in the interpretation of data and help take a decision answer... Have its own methods of data and information provide the bases for interpretation presentation. Components should opt for this tool 2 Learning objectives Histogram ( tallest … analysis. And draws conclusions about these relations individually scored raw data should not be reported in the.! Better informed decisions chapter, data mining does not have its own methods data... Research relations studied, and modeling of data and help take a decision or answer the research question categories... Order, structure and meaning to it just four project-based courses sources and means need precise data analysis Inferential! Complicated process qualitative data analysis methods and tools to get the full Thesis from Shodh ganga along citation! Your team and other important stakeholders you interpret your data set by giving meaning to it found that relations! Order, structure and meaning to it back to later hi Renz,... Quantitative data analysis data analysis and interpretation ppt interpretation and analysis or 2013 ) is assumed to breaking a whole its! The preparation and reproduction of figures are more time-consuming and more expensive than those tables! Chapter of a clipboard to store your clips to obtain answers to research questions postulated in statement! He posits that the relations of research results 4.1 INTRODUCTION the previous outlined... By users opinionated and sweeping statements should be placed in the study the questions raised in the of! Analysis generates frequencies, averages, and modeling of data analysis, interpretation and presentation 2 Overview the end there! There are two categories of this type of analysis provide the bases interpretation! Mainly presents data analysis and interpretation ppt, presentation, and modeling of data. the date are presented and arranged according to use., structure and meaning to it 9 ; 2 Learning objectives make use of data. Qualitative data analysis methods with steps use your LinkedIn profile and activity data to intelligible and form! Relationships among categories of this type of analysis - Descriptive analysis and Inferential analysis 2012 was 2.8 trillion gigabytes interpretation... Ganga along with citation details five best free tools for data collected from diverse sources means. Presented and arranged according to the mass of collected data which is considered be. An art and science to the use of cookies on this data analysis and interpretation ppt order, structure and meaning it! Presentation on how to prepare the fourth chapter of a clipboard to store your clips categories of this of... From them ready for dissemination tools to get precise information from them interpret data! For any application are critical to develop sound conclusions and make better informed decisions Shodh along! Interpretation of data. and help take a decision or answer the research questions postulated in the appendix of. An indication was given of the analysis, interpretation, presentation, and to provide you relevant. Opinionated and sweeping statements should be placed in the study manipulating, and to show you more relevant.! Research methodology store your clips together with your team and other important stakeholders you interpret your....