Analyze some Data

Completed Posted Mar 6, 2015 Paid on delivery
Completed Paid on delivery

You are required to carry out a data-mining project on a Adult census data set, which can be found at

[url removed, login to view]

The data-mining project with results and analysis must be submitted in the form of a complete report.

Your project may use any combination of data-mining algorithms and software that has been covered in the module. You may also apply them to any aspect(s) of the dataset for knowledge discovery. Examples of techniques you could use are classification, regression, clustering, visualisation, etc. 

Please see the below the aspects that you should consider:

1. Data Audit (15 marks)

1.1. Describe your data (give an overview summary of your data set)

1.2. Identify your input and class variables (which variable are you going to use as your class variable)

1.3. Analyse your variables (for each variable, you need to discuss the variable type, calculate relevant summary statistics and visually display the data)

1.4. Discuss any anomalies in the data (for each variable you need to discuss missing values, outliers etc.)

2. Pre-process the Data (15 marks)

2.1. Discuss and carry out the appropriate handling of any anomalies identified in section 1.4

2.2. Do you need to discard any of your input variables, justify the reasons

2.3. Carry out appropriate Correlation Coefficient Analysis of the variables

2.4. Carry out appropriate pre-processing of the data set

2.5. Carry out any appropriate transformation of any of the input variable

3. Data Mining (35 marks)

3.1. Appropriate use of data-mining algorithms and software (you need to use at least 6 different techniques)

3.2. Appropriate selection and presentation of results

4. Analysis of Results (Individual) (20 marks)

4.1. Discussion and interpretation of the data-mining results (you need to compare the results you get from the data mining with the results of other data mining)

4.2. Discussion of the business intelligence that can be obtained from the results.

5. Presentation (Group with each group member contributing individually) (15 marks)

Data Processing

Project ID: #7262309

About the project

8 proposals Remote project Active Mar 17, 2015

Awarded to:

ElanceCoder

Hi, I have done similar work before where I did data analysis of many UCI data sets and I have downloaded adult data set from this URL: [login to view URL] Here I can perform all follow More

$200 USD in 3 days
(1 Review)
3.6

8 freelancers are bidding on average $149 for this job

michaelyana

Hello, I'm very interested to work on this task you having right now. I have well experience and capable to done this for you. I will do all my best I can to complete on time and keep in mind to make you satisfied with More

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daskswarup18

I have more experience on this project so i can do it accurately and perfectly.......................

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abdulrasheed1123

I really want to do this because iam really interested to this jobs I like typing or data entry and send it to you

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hardikk27

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SandeepSaini21

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