1. 2. (20pts) Describe the dataset (Not copy & paste from the resource!!) Dataset Name Dataset Link 3. attributes) A paragraph describing the dataset overall A picture of a few records(rows) of the dataset to show the reader the structure A statement on the number of attributes (columns) and of objects (rows) A list of the attributes stating their type, format, and a description of what the attribute is A section about the preprocessing steps you have taken to clean the dataset if any (15pts) Compute each numeric attribute's mean/min/max/stddev (at least 3 numeric (40pts) Write your own program to convert the dataset to ARFF Weka dataset format format: convertFile in.data out.arff (Note: you must include your program source code (25pts), the snapshot of the running console (5pts), one page of input file (5pts), and one page of output file (5pts) in your report!) 4. (20pts) Visualize the dataset to show readers any significant patterns, trends, behaviors etc. with a small explanation of what is being shown with each visualization. You have to visualize the dataset from different prospects and give at least 2 visualizations (you can use any visualization tool) 5. Submit the project report that should have a cover page, table of contents, and contents from above. (Cover page and table of content 5pts)