Posted: September 20th, 2015

Automated solution for analysing data.

Problem Description
You are working as an Engineer for a materials manufacturing research lab and have been asked
to provide an automated solution to analyse data.
The data relates to a new material being developed.  The data is a measure of strength recorded
every 100mm of the material and is stored in a file.
Each line in the file represents a row of measurements on the material.  Data is separated by a comma (,).
Determine the final-value for each row and column of the data.
Create and display a final-value map that represents the value for each row and column as
follows:
If the value for a cell in each row is less than the average for the row and column, display -1
If the value for a cell in each row is greater than the average for the row and column display 1,
otherwise display 0
Calculate and display the count for the values 1, 0 and -1 for each row and column
Test the sheet using the following rules to determine if the sheet is rejected or accepted.
Rule 1. If any count for a row or column is greater or equal to than 50% of the number of rows or
columns then that row or column is rejected.
Report the number of times the patterns are detected.
Where 50 or more of the patterns are identified the sheet of material is rejected.
Otherwise the sheet is accepted.
The manufacturing process samples 1 of every 10 sheets produced, therefore the analysis will be
undertaken as required and must be completed
in a timely manner to enable the process to be stopped, recalculated, then restarted.

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