İşe alım ve yetenek kazanımı Veri Templateiniz

This extraction method uses the Greenhouse user interface and does not involve a query language. The configuration is performed by selecting reports and columns.

**Report 1: All Applications**
*   **Report to run**: Go to Reports > Essential Reports > All Applications
*   **Columns to select**:
    *   Application ID
    *   Candidate
    *   Job
    *   Department
    *   Current Company
    *   Current Title
    *   Recruiter
    *   Status
    *   Source
    *   Applied On
    *   Rejected On
    *   Rejection Reason
    *   Hired On
    *   Last Stage Change On
    *   Offer Created On
    *   Offer Accepted On
    *   Offer Status

**Report 2: Interview Details**
*   **Report to run**: Go to Reports > Essential Reports > Interview Details
*   **Columns to select**:
    *   Application ID
    *   Candidate
    *   Job
    *   Interview Name
    *   Interviewer
    *   Scheduled Start
    *   Scheduled End
    *   Scorecard Submitted At

**Post-Export Transformation Logic**:
Combine the reports and unpivot the date columns to create the event log. Map source columns to `ActivityName` and `ActivityTimestamp`:
*   'Applied On' -> 'Application Received'
*   'Last Stage Change On' (when moving to a review stage) -> 'Application Reviewed'
*   'Last Stage Change On' (when moving to a screen stage) -> 'Recruiter Screen Conducted'
*   'Scheduled Start' -> 'Interview Scheduled'
*   'Scheduled Start' (after the time has passed) -> 'Interview Completed'
*   'Scorecard Submitted At' -> 'Feedback Submitted'
*   'Offer Created On' -> 'Offer Created'
*   'Last Stage Change On' (when moving to offer extended stage) -> 'Offer Extended'
*   'Offer Accepted On' -> 'Offer Accepted'
*   'Last Stage Change On' (when moving to background check stage) -> 'Background Check Initiated'
*   'Last Stage Change On' (when moving to onboarding stage) -> 'Onboarding Initiated'
*   'Hired On' -> 'Candidate Hired'
*   'Last Stage Change On' (when offer status is 'Rejected') -> 'Offer Rejected'
*   'Rejected On' -> 'Application Rejected'

import requests
import pandas as pd
import time
from datetime import datetime

class=class="hl-string">"hl-comment"># --- Configuration ---
API_KEY = class="hl-string">'YOUR_GREENHOUSE_API_KEY' class=class="hl-string">"hl-comment"># Replace with your Harvest API Key
START_DATE_ISO = class="hl-string">'2023-01-01T00:00:00Z' class=class="hl-string">"hl-comment"># Set the start date for the data pull (ISO 8601 format)
BASE_URL = class="hl-string">'https://harvest.greenhouse.io/v1/'

class=class="hl-string">"hl-comment"># IMPORTANT: Customize this dictionary to map your Greenhouse stage names to standard activities
STAGE_TO_ACTIVITY = {
    class="hl-string">'Application Review': class="hl-string">'Application Reviewed',
    class="hl-string">'Phone Screen': class="hl-string">'Recruiter Screen Conducted',
    class="hl-string">'Background Check': class="hl-string">'Background Check Initiated',
    class="hl-string">'Onboarding': class="hl-string">'Onboarding Initiated'
    class=class="hl-string">"hl-comment"># Add other custom stage mappings here, for example:
    class=class="hl-string">"hl-comment"># class="hl-string">'Hiring Manager Interview': class="hl-string">'Interview Completed'
}

class=class="hl-string">"hl-comment"># --- Script ---
headers = {class="hl-string">'Authorization': fclass="hl-string">'Basic {API_KEY}'}
event_log_records = []

def get_all_pages(endpoint, params=None):
    class="hl-string">"""Helper function to handle pagination for Greenhouse API requests."""
    url = fclass="hl-string">"{BASE_URL}{endpoint}"
    all_data = []
    page = 1
    while url:
        print(fclass="hl-string">"Fetching page {page} from {endpoint}...")
        try:
            response = requests.get(url, headers=headers, params=params)
            response.raise_for_status()
            data = response.json()
            all_data.extend(data)
            class=class="hl-string">"hl-comment"># Greenhouse uses Link header for pagination
            url = response.links.get(class="hl-string">'next', {}).get(class="hl-string">'url')
            page += 1
            time.sleep(0.1) class=class="hl-string">"hl-comment"># Respect rate limits
        except requests.exceptions.RequestException as e:
            print(fclass="hl-string">"Error fetching data from {url}: {e}")
            break
        class=class="hl-string">"hl-comment"># Params are only needed for the first request
        params = None
    return all_data

print(class="hl-string">"Fetching initial data from Greenhouse API...")
params = {class="hl-string">'updated_after': START_DATE_ISO, class="hl-string">'per_page': 100}
applications = get_all_pages(class="hl-string">'applications', params=params)
jobs = {job[class="hl-string">'id']: job for job in get_all_pages(class="hl-string">'jobs', params={class="hl-string">'status': class="hl-string">'all'})}
candidates = {cand[class="hl-string">'id']: cand for cand in get_all_pages(class="hl-string">'candidates')}
users = {user[class="hl-string">'id']: user for user in get_all_pages(class="hl-string">'users')}

print(fclass="hl-string">"Processing {len(applications)} applications...")

for app in applications:
    job_id = app.get(class="hl-string">'job_id')
    job = jobs.get(job_id, {})
    candidate = candidates.get(app.get(class="hl-string">'candidate_id'), {})
    source_system = class="hl-string">"Greenhouse"
    last_data_update = datetime.utcnow().isoformat() + class="hl-string">'Z'

    class=class="hl-string">"hl-comment"># Shared attributes for all events for this application
    base_attributes = {
        class="hl-string">'JobApplicationId': app[class="hl-string">'id'],
        class="hl-string">'SourceSystem': source_system,
        class="hl-string">'LastDataUpdate': last_data_update,
        class="hl-string">'JobTitle': job.get(class="hl-string">'name', class="hl-string">''),
        class="hl-string">'JobDepartment': (job.get(class="hl-string">'departments', [{}])[0] or {}).get(class="hl-string">'name', class="hl-string">''),
        class="hl-string">'ApplicationStatus': app.get(class="hl-string">'status', class="hl-string">''),
        class="hl-string">'ApplicationSource': (app.get(class="hl-string">'source', {}) or {}).get(class="hl-string">'public_name', class="hl-string">''),
        class="hl-string">'RecruiterName': class="hl-string">''
    }
    if app.get(class="hl-string">'recruiter') and app[class="hl-string">'recruiter'].get(class="hl-string">'id') in users:
        recruiter_user = users[app[class="hl-string">'recruiter'][class="hl-string">'id']]
        base_attributes[class="hl-string">'RecruiterName'] = fclass="hl-string">"{recruiter_user.get('first_name', '')} {recruiter_user.get('last_name', '')}".strip()

    class=class="hl-string">"hl-comment"># --- Activity: Application Received ---
    if app.get(class="hl-string">'submitted_at'):
        event_log_records.append({
            **base_attributes,
            class="hl-string">'ActivityName': class="hl-string">'Application Received',
            class="hl-string">'ActivityTimestamp': app[class="hl-string">'submitted_at'],
            class="hl-string">'OfferStatus': None
        })

    class=class="hl-string">"hl-comment"># --- Activities from Stage History ---
    for stage_move in app.get(class="hl-string">'stage_history', []):
        stage_name = stage_move.get(class="hl-string">'stage_name')
        if stage_name in STAGE_TO_ACTIVITY:
            event_log_records.append({
                **base_attributes,
                class="hl-string">'ActivityName': STAGE_TO_ACTIVITY[stage_name],
                class="hl-string">'ActivityTimestamp': stage_move.get(class="hl-string">'exited_on'), class=class="hl-string">"hl-comment"># Timestamp when they entered the *next* stage
                class="hl-string">'OfferStatus': None
            })

    class=class="hl-string">"hl-comment"># --- Activities: Interview Scheduled & Completed ---
    interviews = get_all_pages(fclass="hl-string">"applications/{app['id']}/scheduled_interviews")
    for interview in interviews:
        if interview.get(class="hl-string">'start'):
            event_log_records.append({
                **base_attributes,
                class="hl-string">'ActivityName': class="hl-string">'Interview Scheduled',
                class="hl-string">'ActivityTimestamp': interview[class="hl-string">'start'][class="hl-string">'date'],
                class="hl-string">'OfferStatus': None
            })
        if interview.get(class="hl-string">'end'):
            event_log_records.append({
                **base_attributes,
                class="hl-string">'ActivityName': class="hl-string">'Interview Completed',
                class="hl-string">'ActivityTimestamp': interview[class="hl-string">'end'][class="hl-string">'date'],
                class="hl-string">'OfferStatus': None
            })

    class=class="hl-string">"hl-comment"># --- Activity: Feedback Submitted ---
    scorecards = get_all_pages(fclass="hl-string">"scorecards", params={class="hl-string">'application_id': app[class="hl-string">'id']})
    for sc in scorecards:
        if sc.get(class="hl-string">'submitted_at'):
            event_log_records.append({
                **base_attributes,
                class="hl-string">'ActivityName': class="hl-string">'Feedback Submitted',
                class="hl-string">'ActivityTimestamp': sc[class="hl-string">'submitted_at'],
                class="hl-string">'OfferStatus': None
            })

    class=class="hl-string">"hl-comment"># --- Activities: Hired or Application Rejected ---
    if app.get(class="hl-string">'status') == class="hl-string">'hired' and app.get(class="hl-string">'hired_at'):
        event_log_records.append({
            **base_attributes,
            class="hl-string">'ActivityName': class="hl-string">'Candidate Hired',
            class="hl-string">'ActivityTimestamp': app[class="hl-string">'hired_at'],
            class="hl-string">'OfferStatus': None
        })
    elif app.get(class="hl-string">'status') == class="hl-string">'rejected' and app.get(class="hl-string">'rejected_at'):
        event_log_records.append({
            **base_attributes,
            class="hl-string">'ActivityName': class="hl-string">'Application Rejected',
            class="hl-string">'ActivityTimestamp': app[class="hl-string">'rejected_at'],
            class="hl-string">'OfferStatus': None
        })

class=class="hl-string">"hl-comment"># --- Activities from Offers (separate loop for efficiency) ---
print(class="hl-string">"Fetching and processing offer data...")
all_offers = get_all_pages(class="hl-string">'offers')
for offer in all_offers:
    if not offer.get(class="hl-string">'application_id'):
        continue

    app_id = offer[class="hl-string">'application_id']
    class=class="hl-string">"hl-comment"># Find the corresponding application's base attributes
    matching_app = next((item for item in applications if item[class="hl-string">'id'] == app_id), None)
    if not matching_app:
        continue
    
    job_id = matching_app.get(class="hl-string">'job_id')
    job = jobs.get(job_id, {})
    base_attributes = {
        class="hl-string">'JobApplicationId': app_id,
        class="hl-string">'SourceSystem': class="hl-string">"Greenhouse",
        class="hl-string">'LastDataUpdate': datetime.utcnow().isoformat() + class="hl-string">'Z',
        class="hl-string">'JobTitle': job.get(class="hl-string">'name', class="hl-string">''),
        class="hl-string">'JobDepartment': (job.get(class="hl-string">'departments', [{}])[0] or {}).get(class="hl-string">'name', class="hl-string">''),
        class="hl-string">'ApplicationStatus': matching_app.get(class="hl-string">'status', class="hl-string">''),
        class="hl-string">'ApplicationSource': (matching_app.get(class="hl-string">'source', {}) or {}).get(class="hl-string">'public_name', class="hl-string">''),
        class="hl-string">'RecruiterName': class="hl-string">'' class=class="hl-string">"hl-comment"># Can be enriched similarly if needed
    }

    class=class="hl-string">"hl-comment"># Offer Created
    if offer.get(class="hl-string">'created_at'):
        event_log_records.append({
            **base_attributes,
            class="hl-string">'ActivityName': class="hl-string">'Offer Created',
            class="hl-string">'ActivityTimestamp': offer[class="hl-string">'created_at'],
            class="hl-string">'OfferStatus': offer.get(class="hl-string">'status')
        })
    class=class="hl-string">"hl-comment"># Offer Extended
    if offer.get(class="hl-string">'sent_at'):
        event_log_records.append({
            **base_attributes,
            class="hl-string">'ActivityName': class="hl-string">'Offer Extended',
            class="hl-string">'ActivityTimestamp': offer[class="hl-string">'sent_at'],
            class="hl-string">'OfferStatus': offer.get(class="hl-string">'status')
        })
    class=class="hl-string">"hl-comment"># Offer Accepted/Rejected
    if offer.get(class="hl-string">'resolved_at'):
        if offer.get(class="hl-string">'status') == class="hl-string">'accepted':
            activity_name = class="hl-string">'Offer Accepted'
        elif offer.get(class="hl-string">'status') == class="hl-string">'deprecated': class=class="hl-string">"hl-comment"># Often used for rejected
            activity_name = class="hl-string">'Offer Rejected'
        else:
            continue
        event_log_records.append({
            **base_attributes,
            class="hl-string">'ActivityName': activity_name,
            class="hl-string">'ActivityTimestamp': offer[class="hl-string">'resolved_at'],
            class="hl-string">'OfferStatus': offer.get(class="hl-string">'status')
        })

print(class="hl-string">"Consolidating data and exporting to CSV...")
df = pd.DataFrame(event_log_records)
df_sorted = df.sort_values(by=[class="hl-string">'JobApplicationId', class="hl-string">'ActivityTimestamp'])
df_sorted.to_csv(class="hl-string">'greenhouse_event_log.csv', index=False)

print(class="hl-string">"Extraction complete. File 'greenhouse_event_log.csv' created.")

WITH
application_received AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Application Received' AS ActivityName,
        [ApplicationReceivedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your application event table]
    WHERE [ApplicationReceivedTimestamp] IS NOT NULL
),
application_reviewed AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Application Reviewed' AS ActivityName,
        [StageChangeTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your application stage history table]
    WHERE [StageChangeTimestamp] IS NOT NULL
      AND [NewStageName] IN ('In Review')
),
recruiter_screen_conducted AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Recruiter Screen Conducted' AS ActivityName,
        [ScreenCompletedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your recruiter screen event table]
    WHERE [ScreenCompletedTimestamp] IS NOT NULL
),
interview_scheduled AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Interview Scheduled' AS ActivityName,
        [InterviewScheduledTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your interview table]
    WHERE [InterviewScheduledTimestamp] IS NOT NULL
),
interview_completed AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Interview Completed' AS ActivityName,
        [InterviewCompletedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your interview table]
    WHERE [InterviewCompletedTimestamp] IS NOT NULL
),
feedback_submitted AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Feedback Submitted' AS ActivityName,
        [FeedbackSubmittedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your interview feedback table]
    WHERE [FeedbackSubmittedTimestamp] IS NOT NULL
),
offer_created AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Offer Created' AS ActivityName,
        [OfferCreatedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your offer table]
    WHERE [OfferCreatedTimestamp] IS NOT NULL
),
offer_extended AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Offer Extended' AS ActivityName,
        [OfferExtendedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your offer table]
    WHERE [OfferExtendedTimestamp] IS NOT NULL
),
offer_accepted AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Offer Accepted' AS ActivityName,
        [OfferAcceptedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your offer table]
    WHERE [OfferAcceptedTimestamp] IS NOT NULL
),
background_check_initiated AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Background Check Initiated' AS ActivityName,
        [BackgroundCheckInitiatedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your background check event table]
    WHERE [BackgroundCheckInitiatedTimestamp] IS NOT NULL
),
onboarding_initiated AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Onboarding Initiated' AS ActivityName,
        [OnboardingInitiatedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your onboarding handoff table]
    WHERE [OnboardingInitiatedTimestamp] IS NOT NULL
),
candidate_hired AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Candidate Hired' AS ActivityName,
        [HiredTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your hiring outcome table]
    WHERE [HiredTimestamp] IS NOT NULL
),
offer_rejected AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Offer Rejected' AS ActivityName,
        [OfferRejectedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your offer table]
    WHERE [OfferRejectedTimestamp] IS NOT NULL
),
application_rejected AS (
    SELECT
        [JobApplicationId] AS JobApplicationId,
        'Application Rejected' AS ActivityName,
        [ApplicationRejectedTimestamp] AS ActivityTimestamp,
        'Greenhouse' AS SourceSystem,
        [LastDataUpdate] AS LastDataUpdate,
        [RecruiterName] AS RecruiterName,
        [JobDepartment] AS JobDepartment,
        [JobTitle] AS JobTitle,
        [ApplicationStatus] AS ApplicationStatus,
        [ApplicationSource] AS ApplicationSource,
        [OfferStatus] AS OfferStatus
    FROM [Your application outcome table]
    WHERE [ApplicationRejectedTimestamp] IS NOT NULL
)
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM application_received
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM application_reviewed
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM recruiter_screen_conducted
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM interview_scheduled
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM interview_completed
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM feedback_submitted
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM offer_created
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM offer_extended
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM offer_accepted
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM background_check_initiated
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM onboarding_initiated
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM candidate_hired
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM offer_rejected
UNION ALL
SELECT JobApplicationId, ActivityName, ActivityTimestamp, SourceSystem, LastDataUpdate, RecruiterName, JobDepartment, JobTitle, ApplicationStatus, ApplicationSource, OfferStatus FROM application_rejected;