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DATAMODEL.md

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Users Data model (initial version)

classDiagram
    direction LR
    
    class Company {
        +string id
        +string name
        +string history
        +string businessId
        +list~string~ workStyles
        +list~string~ values
        +WorkingConditions workingConditions
        +JobPosition jobPosition
    }

    class WorkingConditions {
        +list~string~ flexibility
        +list~string~ location
        +string culture
        +boolean mentalHealthSupport
    }

    class JobPosition {
        +string title
        +Salary salary
        +list~string~ benefits
        +SelectionCriteria selectionCriteria
    }

    class Salary {
        +float min
        +float max
        +string currency
    }

    class SelectionCriteria {
        +list~string~ skills
        +string experience
        +float rating
        +Location location
    }

    class Location {
        +string postcode
        +string radius
    }

    class JobSeeker {
        +string id
        +list~string~ workStyles
        +list~string~ values
        +WorkingConditions workingConditions
        +string headline
        +list~PositionHistory~ positionHistory
        +list~string~ skills
        +string experience
        +string distance
    }

    class PositionHistory {
        +string position
        +string company
        +string duration
        +list~string~ skills
    }

    class Administration {
        +string id
        +Login login
    }

    class Login {
        +string username
        +string password
    }

    class Employee {
        +string id
        +string hashcode
        +string company
    }

    Company "1" -- "1" WorkingConditions : contains
    Company "1" -- "1" JobPosition : contains
    JobPosition "1" -- "1" Salary : contains
    JobPosition "1" -- "1" SelectionCriteria : contains
    SelectionCriteria "1" -- "1" Location : contains
    JobSeeker "1" -- "1" WorkingConditions : contains
    JobSeeker "1" -- "*" PositionHistory : has
    PositionHistory "1" -- "*" string : contains
    Administration "1" -- "1" Login : has
    Employee "1" -- "1" Company : worksAt
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Job Matching Analysis with Google NLU

This diagram represents the relationships between job seekers and their job matches based on the company's job postings and the match percentages.

Mermaid Diagram of Job Seekers and Matches

classDiagram
    direction LR
    
    class JobSeeker {
        +string jobSeekerId
        +string jobSeeker
        +list~Match~ matches
    }
    
    class Match {
        +string companyName
        +string jobPost
        +string matchPercentage
    }

    JobSeeker "1" -- "*" Match : has
    
    %% Data sample for JS22345
    JobSeeker : "JS22345"
    JobSeeker : "Junior Data Scientist"
    Match : "CompanyName | Software Development Technical Lead | 33.33"
    Match : "TechInnovators | Data Scientist | 63.64"
    Match : "HealthTech Corp | Healthcare Product Manager | 33.33"
    Match : "GreenTech Solutions | Environmental Engineer | 33.33"
    Match : "FinServe Ltd. | Financial Analyst | 33.33"

    %% Data sample for JS12345
    JobSeeker : "JS12345"
    JobSeeker : "Experienced Full Stack Developer"
    Match : "CompanyName | Software Development Technical Lead | 100.00"
    Match : "TechInnovators | Data Scientist | 27.27"
    Match : "HealthTech Corp | Healthcare Product Manager | 63.64"
    Match : "GreenTech Solutions | Environmental Engineer | 27.27"
    Match : "FinServe Ltd. | Financial Analyst | 27.27"

    %% Data sample for JS67890
    JobSeeker : "JS67890"
    JobSeeker : "Senior Software Engineer"
    Match : "CompanyName | Software Development Technical Lead | 66.67"
    Match : "TechInnovators | Data Scientist | 27.27"
    Match : "HealthTech Corp | Healthcare Product Manager | 33.33"
    Match : "GreenTech Solutions | Environmental Engineer | 33.33"
    Match : "FinServe Ltd. | Financial Analyst | 33.33"

    %% Data sample for JS33456
    JobSeeker : "JS33456"
    JobSeeker : "Project Manager"
    Match : "CompanyName | Software Development Technical Lead | 41.67"
    Match : "TechInnovators | Data Scientist | 0.00"
    Match : "HealthTech Corp | Healthcare Product Manager | 66.67"
    Match : "GreenTech Solutions | Environmental Engineer | 8.33"
    Match : "FinServe Ltd. | Financial Analyst | 33.33"

    %% Data sample for JS44567
    JobSeeker : "JS44567"
    JobSeeker : "Marketing Specialist"
    Match : "CompanyName | Software Development Technical Lead | 33.33"
    Match : "TechInnovators | Data Scientist | 63.64"
    Match : "HealthTech Corp | Healthcare Product Manager | 33.33"
    Match : "GreenTech Solutions | Environmental Engineer | 66.67"
    Match : "FinServe Ltd. | Financial Analyst | 66.67"
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