Convincing Features
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In this assignment, you are asked to demonstrate a program that uses the container class in Python, i.e. list and dict, to automatically find all the duplicated book items in the UTAR library collection. You can only use the Python built-in functions to perform the task. Use of any advanced modules other than CSV, such as pandas and NumPy, will immediately lead to a zero
mark.
Your task in this assignment is to find out the total number of duplicated titles in the input file called library-titles.csv. Each row of the input file contains the related information of one single book item.
The input file contains all kinds of errors that require us to clean or tidy up and below are the few things you must do:
• It is possible that a book is given all four standard numbers, but some of them may not conform to the aforementioned digit formats. In these cases, you should ignore them by resetting these mistaken numbers to a null string, instead of dropping, them before comparison.
• Next, remove all the characters after the first slash symbol, ‘/’, together with the first slash symbol itself in all the standard numbers, before comparison.
• Next, a character ‘X’ of ‘x’ within the ISSN, e-ISSN, ISBN, or e-ISBN numbers is considered as a wildcard character that can match any (one) number during comparison.
If any pair of book items from two different DBs satisfy one of the conditions below, they are classified into the same duplication group:
1) if their titles are the same and all their ISSN, e-ISSN, ISBN, and e-ISBN are nulled; or
2) if the standard numbers of a book item are equal to or form a subset of the
corresponding standard numbers of the other book item; otherwise, they are considered
different; or
3) if a book item that has empty fields in all its standard numbers matches the other book item in the title.
In the end, you output all the duplication groups to a single CSV file called duplication.csv in which each row represents one distinct duplication group and contains the information, i.e. TITLE, DB, ISSN, e-ISSN, ISBN, and e-ISBN numbers, of all entries classified into the group. However, you need to remove duplication from the same DB and keep only one record. Lastly, you need to sort the listing within each row alphabetically by the names of DBs. The example below illustrates a few scenarios, but only scenario 3 is considered the correct one. The format of the CSV file is described in the sample output duplication_example.csv.
Next, based on the duplication you found, you need to create a network graph, with its structure similar to the figure below, as an output in png format, called relation.png.
In the figure, you need to
You are free to find suitable modules using Google but the rule of plagiarism applies if all the codes or the output graphs are very similar. There are many ways to present the graph. To award, those who put in a lot of effort in searching for an appropriate module and presentation methodology, a poorly presented graph will not be awarded a full mark.
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