Bug Hunter Analysis

Bug Hunter Analysis/Dataset/README.md

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+# Bug Hunter Analysis 
+
+The Dataset used here is taken from the Kaggle database website. You can download the file from the link given here, [Bug Hunter Analysis](https://www.kaggle.com/datasets/vellyy/bug-hunter/data)
+
+## About the dataset
+
+There are 5 types of datasets:
+
+- `full`
+- `gcf`
+- `remove`
+- `single`
+- `subtract`
+
+And each directory contains the dataset of all the 15 categories as follows:
+
+- `Android-Universal-Image-Loader`
+- `BroadleafCommerce`
+- `MapDB`
+- `antlr4`
+- `ceylon-ide-eclipse`
+- `elasticsearch`
+- `hazelcast`
+- `junit`
+- `mcMMO`
+- `mct`
+- `neo4j`
+- `netty`
+- `orientdb`
+- `oryx`
+- `titan`
+
+There is 1 more dataset in each folder with named `all` which contains the combined dataset of all categories.
+
+So, Targetting to `full/all` directory which have all categories type of dataset without going one by one each and every dataset.
+
+### Feature of the dataset are explained below:
+
+| Abbreviation | Full name                                   | Method | Class | File |
+|--------------|---------------------------------------------|--------|-------|------|
+| CLOC         | Comment Lines of Code                       | X      | X     | X    |
+| LOC          | Lines of Code                               | X      | X     | X    |
+| LLOC         | Logical Lines of Code                       | X      | X     | X    |
+| NL           | Nesting Level                               | X      |       |      |
+| NLE          | Nesting Level Else-If                       | X      |       |      |
+| NII          | Number of Incoming Invocations              | X      |       |      |
+| NOI          | Number of Outgoing Invocations              | X      |       |      |
+| CD           | Comment Density                             | X      |       |      |
+| DLOC         | Documentation Lines of Code                 | X      |       |      |
+| TCD          | Total Comment Density                       | X      |       |      |
+| TCLOC        | Total Comment Lines of Code                 | X      |       |      |
+| NOS          | Number of Statements                        | X      |       |      |
+| TLOC         | Total Lines of Code                         | X      |       |      |
+| TLLOC        | Total Logical Lines of Code                 | X      |       |      |
+| TNOS         | Total Number of Statements                  | X      |       |      |
+| McCC         | McCabe’s Cyclomatic Complexity              | X      | X     |      |
+| PDA          | Public Documented API                       |        | X     | X    |
+| PUA          | Public Undocumented API                     |        | X     | X    |
+| HCPL         | Halstead Calculated Program Length          | X      |       |      |
+| HDIF         | Halstead Difficulty                         | X      |       |      |
+| HEFF         | Halstead Effort                             | X      |       |      |
+| HNDB         | Halstead Number of Delivered Bugs           | X      |       |      |
+| HPL          | Halstead Program Length                     | X      |       |      |
+| HPV          | Halstead Program Vocabulary                 | X      |       |      |
+| HTRP         | Halstead Time Required to Program           | X      |       |      |
+| HVOL         | Halstead Volume                             | X      |       |      |
+| MIMS         | Maintainability Index (Microsoft version)   | X      |       |      |
+| MI           | Maintainability Index (Original version)    | X      |       |      |
+| MISEI        | Maintainability Index (SEI version)         | X      |       |      |
+| MISM         | Maintainability Index (SourceMeter version) | X      |       |      |
+| NUMPAR       | Number of Parameters                        | X      |       |      |
+| LCOM5        | Lack of Cohesion in Methods 5               | X      | X     |      |
+| WMC          | Weighted Methods per Class                  | X      | X     |      |
+| CBO          | Coupling Between Object classes             | X      | X     |      |
+| CBOI         | Coupling Between Object classes Inverse     | X      | X     |      |
+| RFC          | Response set For Class                      | X      | X     |      |
+| AD           | API Documentation                           |        | X     |      |
+| DIT          | Depth of Inheritance Tree                   | X      | X     |      |
+| NOA          | Number of Ancestors                         | X      | X     |      |
+| NOC          | Number of Children                          | X      | X     |      |
+| NOD          | Number of Descendants                       | X      | X     |      |
+| NOP          | Number of Parents                           | X      | X     |      |
+| NA           | Number of Attributes                        | X      | X     |      |
+| NG           | Number of Getters                           | X      | X     |      |
+| NLA          | Number of Local Attributes                  | X      | X     |      |
+| NLG          | Number of Local Getters                     | X      | X     |      |
+| NLM          | Number of Local Methods                     | X      | X     |      |
+| NLPA         | Number of Local Public Attributes           | X      | X     |      |
+| NLPM         | Number of Local Public Methods              | X      | X     |      |
+| NLS          | Number of Local Setters                     | X      | X     |      |
+| NM           | Number of Methods                           | X      | X     |      |
+| NPA          | Number of Public Attributes                 | X      | X     |      |
+| NPM          | Number of Public Methods                    | X      | X     |      |
+| NS           | Number of Setters                           | X      | X     |      |
+| TNA          | Total Number of Attributes                  | X      | X     |      |
+| TNG          | Total Number of Getters                     | X      | X     |      |
+| TNLA         | Total Number of Local Attributes            | X      | X     |      |
+| TNLG         | Total Number of Local Getters               | X      | X     |      |
+| TNLM         | Total Number of Local Methods               | X      | X     |      |
+| TNLPA        | Total Number of Local Public Attributes     | X      | X     |      |
+| TNLPM        | Total Number of Local Public Methods        | X      | X     |      |
+| TNLS         | Total Number of Local Setters               | X      | X     |      |
+| TNM          | Total Number of Methods                     | X      | X     |      |
+| TNPA         | Total Number of Public Attributes           | X      | X     |      |
+| TNPM         | Total Number of Public Methods              | X      | X     |      |
+| TNS          | Total Number of Setters                     | X      | X     |      |
+
+For getting visual represantation go through main readme file or notebook.