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Write a description of the selected dataset and project

Assignment Help Basic Computer Science
Reference no: EM131507539

ANALYTIC REPORT

This is a business analytics project aimed at generating innovative analytic solutions for an Australian firm (i.e. Agriculture firm)by selecting one of the three projects. The objective is to analyze the given datasets from relevantfirm's perspective in terms of implications, different phenomenon such as rainfall, solar exposure and sunspots may have for the chosen firm to achieve both operational and strategic objectives.

This activity will give students the opportunity to show innovation and creativity in applying Watson Analytics/SAPBusinessObject/Predictive Analytics/HANA and designing useful visualization solutions and predictive models for different types of analytics problems. Students are expected to use one of the following project to make recommendation for an Australian firm such as agriculture firms or the other (Please consult with your lecturer).

Your task is to select one onlyof the below projects, and complete the following tasks:

Task 1- Background information

Write a description of the selected dataset and project,and its importance forthe chosen firm. Information must be appropriately referenced.

Task 2 - Reporting / Dashboards
For your selected project, perform the relevant data analysis tasks listed under your selected project and identify the BI reporting solution and/or dashboards you need to develop for the operational manager of the indicated firm.

Task 3 - Research
Justify why these BI reporting solution/dashboards are chosen in Task 2(Reporting / Dashboards) and why those data sets attributes are present and laid out in the fashion you proposed (feel free to include all other relevant justifications).
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 Task2 (i.e. the report to the operational team of the company).

Task4 - Recommendations for CEO

The CEO of the chosen firm would like to improve the operations. Based on your BI analysis and the insights gained from "Data Set" in the lights of analysis performed in previous tasks, make some logical recommendations to the CEO, and justify why/how your proposal could enhance company operations and could assist in achieving operational/strategic objectives with the help of appropriate references from peer-reviewed sources.

Task 5 - Cover letter
Write a cover letter to the CEO of the chosen firm with the important data insights and recommendation to achieve operational/strategic objectives

Other Tasks -
Please refer to marking scheme at the end of the assignment for other tasks and expectations.

Project 1
Modelling monthly sunspot numbers
Sunspots are the temporary phenomenon generated by strong magnetic fields emanating from the interior of the Sun. Sunspot activity cycles about every 11 years and can be visible as back flecks on the surface of the Sun. Peak solar activity is often marked by mass ejection of intense high-energy radiation from the sun's surface called solar flares. Solar flares are known to have several impacts on earth, including their impact on satellite communication and radio transmission. Predicting solar activity is therefore of paramount importance.

Relevant data analysis tasks are to:
1. Explore the monthly solar activity data
2. Determine different trends and patterns
3. Develop a model to predict solar activity up to 12 months in advance and its implications for the firm you have chosen.

Project 2
Modelling mean monthly solar exposure
There is a growing interest in improving the knowledge of the relationship between sustainable urban development and local climatic conditions. In particular, such knowledge can be very useful to urban planners and bio meteorologists for the design of sustainable buildings and green landscapes to minimize energy consumption, and potentially mitigate the Urban Heat Island intensity and effects. Solar radiation exposure is one of the main factors driving changes in various surface processes on earth, including local changes in the near-surface air temperature. Knowledge and understanding of the influence of solar radiation exposure on maximum temperature, for example, can be very useful for sustainable planning of an urban environment.

Relevant data analysis tasks are to:
1. Explore the monthly solar exposure for Ballarat Aerodrome (or any other Australian location of your interest);
2. Determine different trends and patterns

Project 3
Modelling mean monthly rainfall variability
Rainfall variability and trends is widely known to be impacted by climate change in various parts of Australia and globally. Such changes will have dire consequences in various socio-economic sectors such as agriculture firms. Please chose one of such examples and design analytical solutions.

In this project, your data analysis tasks are to:

1. Explore the monthly rainfall data for Ballarat (or any other Australian location of your interest); data available
2. Determine different trends and patterns
3. Develop a model to predict rainfall up to 12 months in advance

Verified Expert

In this case the time study analysis report of the monthly sunspot number and the observation of non-homogeneity with it. After getting stationary result within the time series we generate autoregressive which is indicate by AP and another term is autoregressive moves with average. This process based on the minimization of AIC which can be found out with best value of P and q respectively. Assessing modelling performances by the means of Willmott’s index of second order and co efficient of determination.

Reference no: EM131507539

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Reviews

len1507539

5/25/2017 6:43:36 AM

5- Cover letter (Format, key findings and recommendation ) [1+1+1] 3 6- Other Tasks Report is well-written and presented professionally, containing: ? Title page ? Table of Contents ? Introduction ? Appropriate use of headings within report ? Appropriate use of figures (i.e. graphs, summary tables) and reference to calculations and summaries to justify all observations and recommendations ? Overall structure, presentation and formatting. Note that the report has to be presented formally. It must include discussion of calculations, observations and recommendations with graphs and/or tables. 1 1 2 1 1 2 4

len1507539

5/25/2017 6:43:26 AM

4- Recommendations - The CEO of the chosen firm would like to improve the operations. Based on your BI analysis and the insights gained from “Data Set” in the lights of analysis performed in previous tasks, make some logical recommendations to the CEO, and justify why/how your proposal could enhance company operations and could assist in achieving operational/strategic objectives. [Key data insights, recommendations to achieve organisational objectives with theoretical justifications with proper references. [2+3+5] 10

len1507539

5/25/2017 6:43:09 AM

3- Research -Justify why these BI reporting solution/dashboards are chosen and why those attributes are present and laid out in the fashion you proposed (feel free to include all other relevant justifications). 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 assignment report (i.e. the report to theoperational team of the company). [Each analysis/dashboard and report explanation with relevant research papers, complexity and in-depth of the justification, use of peer-reviewedsources] 10

len1507539

5/25/2017 6:42:59 AM

1- Background of the Project: Description of Project, Datasets and firm. The important of project for the firm [1+1+1+2] 5 2- Dashboard/ReportsWhat are the BI reporting solution/dashboards you will need to develop for operational manager of chosen in the light of Task/s of your Data analysis - [Quality and complexity of the analysis –descriptive/predictive/prescriptive models, dashboard designing and relevance for the project] 10

len1507539

5/25/2017 6:42:43 AM

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.

len1507539

5/25/2017 6:42:16 AM

:Hi there, I need your help in one of my assignment. I attached the file which had all the requirements and task description. let me know how much it would be and when you will complete this task. Thanks Your essay should be a synthesis of ideas from a variety of sources expressed in your own words. ? All reports must use the APA referencing style. University Referencing/Citation Style Guide:The University has published a style guide to help students correctly reference and cite information they use in assignments (American Psychological Association (APA) citation style, http://www.ballarat.edu.au/aasp/student/learning_support/generalguide/print/ch06s04. shtmlor Australian citation style ? Reports are to be presented in hard copy in size 12 Arial Font and double spaced. Your report should include a list of references used in the essay and a bibliography of the wider reading you have done to familiarize yourself on the topic.

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