CRICOS Provider No. 00103D ITECH 1103 Group Report Semester XXXXXXXXXXPage 1 of 4 ITECH1103- Big Data and Analytics Group Assignment – Semester 1, 2019 Weight – 20% Due Date: Analytic Report -Due Week...

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this is a big data assignment and the data is given in Appendix1 Teradata


CRICOS Provider No. 00103D ITECH 1103 Group Report Semester 1 2019 Page 1 of 4 ITECH1103- Big Data and Analytics Group Assignment – Semester 1, 2019 Weight – 20% Due Date: Analytic Report -Due Week 11 Friday 16:00 Analytic Report: Learning Outcomes Assessed: A3, K3, K6, and S2: Purpose: The purpose of this task is to provide students with practical experience in working in teams to write a data analytical report to provide useful insights, pattern and trends in the chosen/given dataset. This activity will give students the opportunity to show innovation and creativity in applying SAS Analytics, and designing useful visualization and predictive solutions for various analytics problems. Project Details: This is a group assignment and you will complete the task with your team. Your team will be made up of at most 3 members who are all enrolled in the same laboratory – the teams will be allocated by your tutor. It is expected that each team member will contribute equally to the project. Your team will use an analytical tool (i.e SAS Visual Analytics) to explore, analyze and visualize the dataset provided. You will receive feedback on the draft about presentation choices, content, analysis, and style. The aim is to use the data set allocated to provide interesting insights, trends and patterns amongst the data. Your intended audience is the CEO and middle management of the Federal Aviation Administration who are responsible for overseeing the airline industry in America. In addition, each individual team member will write a short reflection as part of the report on their individual experience on working on the project. Tasks • Task 1- Background information - Write a description of the dataset and project, and its importance for the organization. Discuss the main benefits of using visual analytics to explore big data. In this you should include a justification for using the visualizations that you will use and how they have been successful in other similar projects. This discussion should be suitable for a general audience. Information must come from at least 6 appropriate sources (2 per student) be appropriately referenced. [2 to 3 pages] • Task 2 – Reporting / Dashboards - For your project, perform the relevant data analysis tasks by answering the guided questions provided (see Appendix for questions and dataset) and, identify the visualization you need to develop. Note: remove any missing data points from your visualizations where possible/suitable • Task 3 – Additional Visualizations - In addition to the guided questions, it is expected that each student will provide at least two other visualizations of the data (i.e. for a group of 3 students this is 6 extra visualizations). These additional visualizations will be judged in terms of quality of the findings and complexity of analysis. • Task 4 – Justification -Justify why these visualizations are chosen in Task 2 and 3. Note: To ensure that you discuss this task properly, you must include visual samples of the reports you produce (i.e. the screenshots of the BI report/dashboard must be presented and explained in the written report; use ‘Snipping tool’), and also include any assumptions that you may have made about the analysis in your Task 2 (i.e. the report to the operational team of the company).[1 to 2 pages] • Task 5 – Discussion of findings – using the visualizations created discuss the findings from the data set. In this discussion you should explain what each visualization shows. Then summarize the main findings. [3 to 4 pages] • Task 6 – Executive Summary – summary of the data analysis including a brief introduction, methods used and CRICOS Provider No. 00103D ITECH 1103 Group Report Semester 1 2019 Page 2 of 4 a list of the key findings [1 page only] • Task 7 - The Reflection (Individual Task) - each team member is expected to write a brief reflection about this project in terms of challenges, learning and contribution. [1 to 2 pages] Report Submission: Each member of the group is to submit an electronic copy of the completed group assignment and their own individual reflection via Moodle. The report will be approximately 8 to 12 pages in length (not counting cover page and references). The report will include the following in the order provided below: • A cover page including the names and student id of all team members • Table of Contents • Table of Figures / Tables • Executive Summary • Background • The body of the report including reports, insights, justifications and visuals • Discussion of findings • Conclusion • References • Appendices All references used in your report must be from peer-reviewed sources. Include any and all sources of information including any person(s)n you interviewed for this project. Your report should be formatted according to the “Assignment Layout and Appearance Guidelines” and your references presented using the APA referencing style; information is available: https://federation.edu.au/library/student-resources/help-with-study-skills2/guides-to-your-assessments You are reminded to read the “Plagiarism” section of the course description. A passing grade will be awarded to assignments adequately addressing all assessment criteria. Higher grades require better quality and more effort. For example, a minimum is set on the wider reading required. A student reading vastly more than this minimum will be better prepared to discuss the issues in depth and consequently their report is likely to be of a higher quality. So before submitting, please read through the assessment criteria very carefully. CRICOS Provider No. 00103D ITECH 1103 Group Report Semester 1 2019 Page 3 of 4 ITECH1103- Big Data and Analytics - Assignment 1- Data Analysis- Report Marking Guide Tasks Marks Awarded Comments 1 – Background of the Project: Description of Project, Datasets and organisation. The importance of project for the organisation. Benefits and examples provided for the use of data visualisation using peer reviewed sources. 15 2 - Dashboard/Reports utilisation of appropriate data analysis tools, visualizations and dashboards developed for the report 30 3 - Additional Visualizations The quality and complexity of additional visualisations provided other than the guided questions. 5 4 - Justification - Each analysis/dashboard and report explanation with relevant research papers, complexity and in- depth of the justification. 5 5 – Discussion of findings - Key data insights, recommendations to achieve organisational objectives with theoretical justifications with proper references. 15 6- Executive summary - Format, key findings and recommendation 10 7 – The Reflection (Individual Task) 10 Presentation of Report - Report is well-written and presented professionally, containing all requirements 10 Total Marks 100 Total Marks out of 20 20% CRICOS Provider No. 00103D ITECH 1103 Group Report Semester 1 2019 Page 4 of 4 Appendix 1: Data Set 1 and Guided Questions Data Set 1 • Teradata – SAS Visual Analytics Data Source – BIRDSTRIKES_DATA Guided Questions 1. GROUP TASK: Create a data dictionary for the data source for use by the group. 2. How many different species (distinct) have been involved in bird strikes? 3. Where the data has been recorded, what percentage of the time was the pilot warned of birds or wildlife? 4. What are the top five airline/operators involved in bird strikes? 5. What proportion (percentage) of bird strikes involved medium and large wildlife? 6. In which phase of flight would the aircraft be most likely to experience a bird strike? 7. Has a bird strike ever occurred whilst the aircraft was parked? If so, in how many instances? 8. Is a bird strike more likely to happen when there is no cloud as compared with overcast conditions? 9. In what precipitation conditions is a bird strike most likely to happen? 10. Which species of wildlife had the largest total cost? How much was this? 11. For the most costly species of wildlife, which phase of flight was the most common for a bird strike? 12. For the species Bald Eagle and Canadian Goose, examine the time of day that bird strikes occur to see if there are any differences between the two species. Hint: you will need to use a filter on the species of wildlife and also use two categories. 13. Investigate using a crosstab for the data values Pilot warned of bird strike, Altitude bin, and the total cost. 14. Create a geomap of the bird strike data. 15. Using the sum of the number of records, investigate the bird strike count by airport. Hint: remove any missing data and use a sort. 16. Investigate the bird strike cost by airport. Hint: remove any missing data and use a sort on the cost. 17. Compare the answers of the two questions above. What does this indicate? 18. Perform a cluster analysis on the two variables time out of service and total cost. Use the cluster matrix graph to describe how the four clusters differ from one another in terms of the two variables used. https://data.sfgov.org/Public-Safety/Fire-Department-Calls-for-Service/nuek-vuh3 ITECH1103- Big Data and Analytics Group Assignment – Semester 1, 2019 Weight – 20% Due Date: Analytic Report -Due Week 11 Friday 16:00 Project Details: Tasks Report Submission: ITECH1103- Big Data and Analytics - Assignment 1- Data Analysis- Report Marking Guide Appendix 1: Data Set 1 and Guided Questions Data Set 1 Guided Questions
Answered Same DayMay 31, 2021ITECH1103

Answer To: CRICOS Provider No. 00103D ITECH 1103 Group Report Semester XXXXXXXXXXPage 1 of 4 ITECH1103- Big...

Mohd answered on Jun 05 2021
159 Votes
BIG DATA ANALYTIC
REPORT
Of
ITECH 1103
REPORT PREPARED
BY
REPORT SUBMITTED
TO:
INDEX
INDEX…………………..……………………………………………………………,...…........2
EXECUTIVE SUMMARY……………………………………………………...……….........3
BACKGROUND...…………………………………………………………………………..…5
PERFORM DASHBOARDS/REPORT
REPORT1…………………………………………………………..………………………...10
REPORT2………………………………………………..……………….…………………...11
JUSTIFICATION.......................................................................................................................7
DISCUSSION OF FINDING……………………..……………….…………………...……...8
CONCLUSION………………………………………………………..………………..……...9
REFERENCES………………………
……………………………………………………..…14
APPENDIX……………………………………………………………………………………13
EXECUTIVE SUMMARY
A minor strike is definitely characterized as a daze between a feathered creature and a free ship which is in zone or on a tie off or landing roll. The gain is truly linked with game design with other untamed life hits - with belts or ground creatures. Fowl Strike is brand and can be a certified danger to plane security. Winged animal strikes may arise amidst any year of transport yet are date of experience amidst the stay-further, from the running-go roam, feel and ending stages in pastel of the more distinct groupings of feathered creatures in sheet at smaller probes. Since most winged animals fly dominatingly amidst the age, most flying creature srikes happen in daytime hours further. The perception of bearer hurt from winged animal charges, which is sufficiently critical to try a mental hazard to leave with safe trip, certain irregularities as motivated by the enlargement of running system. To diminish youngster strikes on departure and soil, ship terminals partake in winged creature organization and government. There is no particular course of proceeding that goes for all conditions. Feathered animals have been mentioned for their resilience and handling facilities may not remain solid for high. This joins changes to occupying area around the air station to lose its associating with nature to winged people. Vegetation which bears nuts, pastures which are supported by suckers, manufactured sustenance, a most cultivated of gulls, all should be let go from the airplane terminal location. Trees and towering houses which swell in as roosts during the midnight for hurrying winged creatures or perches for raptors should be deposed or turned to unsettle feathered animal control. Various approachs endeavor to fly off the feathered animals using startling methods, for example reflects, pastels, firecrackers, radio-running ships, counterfeit animals/dead souls, shafts, plagues, etc. Firearms are similarly every so repeatedly practiced. A valuable procedure has been the usage of mutts, especially Border collies, to fly off feathered creatures and untamed man. Another opportunity is fowl catch and exercise. At Manchester Airport in England the round of the mill kind of feathered creature of prey used for this is an alien bird of prey/lanner sell blend, as its flight range protects the ship terminal. A display depot in New Zealand uses destroyed mats to ease the extent of slides that dragged in tremendous expenses of sea gulls. Little, pinch-out flying machine are altogether on the view to reach going into the faulty impacts of arrests as aide hurt, for illustrated, the track of flight deck windscreens or destroy to use surfaces or the bum. More noteworthy stream engined air ship are fully on the establishment to repel the questionable impacts of mishaps as the creates of motor ingestion. The remaining parts was after a short time displaced with sensible thickness squares, consistently gelatine, to straightforwardness testing. By and by testing is primarily coordinated with PC proliferation, though last testing guideline speaking incorporates some physical examinations. Carrier Forward Lighting can accept a critical activity in improving the recognize limit of feathered animals to plane. Idea is the essential ingredient corridor providing the creature in disclosure of pushing toward things (Ex: structures, trees, diverse winged creatures, and predators) and change of flight route regarding an article’s system. In a crucial sense, when a hazard is recognized, the animal can utilize its high streamlined abilities to avoid sway. Fragmentary or complete cost of intensity might be the associate effect of either little flying machine fundamental effect or enormous plane fly motor ingestion.  Failure of flight vehicle term of incarceration can be drawn about in by effect notices for the Pitot Static System air evidences which can produce subordinate instrument readings become troubled. Complete Engine dissatisfaction or veritable power disadvantage, likewise on just a good weapon, might be fundamental amidst the leading-out action for working tool which are not licensed to ‘Execution A’ benchmarks. Winged creature ingestion into in any experience one motors is peculiar at any tax may develop from the use of a rare conference of are surveyed fowls or a responsibility with less gigantic ones. By and by and also and repeatedly, fundamentally with progressively minor fixed wing flying formation and choppers, windscreen infiltration may show in debilitating to representatives or peculiar people prepare and experiences now and consequently incited loss of emotion. (Have the pigments at the foot of this narrative.) Although generally alien, a nobler stature winged animal action to a confined flying machine can make aide devilishness the float body which, by suddenly, can incite energetic depressurization . A for all wills and purposes clear clarification behind weight is impact naughtiness to extended acreage gear designs in change, which can contribute common glitch of delays or nose device controlling structures to induce directional control issues amidst a rising area roll.
BACKGROUND
Feathered creature Strike is ruling and can be a terrible pitfall to put ship insurance. For increasingly small flying machinery, substantial damage might be influenced to the appropriate ship design and all air action, especially stream motor social bases, are exposed against the impairment of advance which can pursue the ingestion of moving men into motor air assertions. Regardless, they should not takeoff or area inside seeing...
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