datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
recruitment-dataset-candidate-profiles-english
Djinni Dataset (English CVs part)
Overview
The Djinni Recruitment Dataset (English CVs part) contains 150,000 job descriptions and 230,000 anonymized candidate CVs, posted between 2020-2023 on the Djinni IT job platform. The dataset includes samples in English and Ukrainian.
The dataset contains various attributes related to candidate CVs, including position titles, candidate information, candidate highlights, job search preferences, job profile types, English… See the full description on the dataset page: https://huggingface.co/datasets/lang-uk/recruitment-dataset-candidate-profiles-english.Campus_Recruitment_CSV
Dataset Description
This data set consists of Placement data of students in a XYZ campus. Based on the student's performance data we are classifying his Placement Status.
The students report includes the following information:
CGPA - The grade of the student in his university
Internships - The no of internship done by the student before final placement
Projects - The no of projects done by the student
Workshops/Certifications - The no of workshops attended and the certifications… See the full description on the dataset page: https://huggingface.co/datasets/Krooz/Campus_Recruitment_CSV.recruitment-dataset-candidate-profiles-ukrainian
Djinni Dataset (Ukrainian CVs part)
Overview
The Djinni Recruitment Dataset (Ukrainian CVs part) contains 150,000 job descriptions and 230,000 anonymized candidate CVs, posted between 2020-2023 on the Djinni IT job platform. The dataset includes samples in English and Ukrainian.
The dataset contains various attributes related to candidate CVs, including position titles, candidate information, candidate highlights, job search preferences, job profile types, English… See the full description on the dataset page: https://huggingface.co/datasets/lang-uk/recruitment-dataset-candidate-profiles-ukrainian.clinical-trial-basin-enrichment-and-recruitment-v0.1What this dataset tests
Whether a system can design basin selective recruitment.
It must:
pick the eligible basin
write inclusion and exclusion rules
estimate signal gain and dilution risk
Required outputs
eligible_basin_definition
recruitment_filter_rules
signal_amplification_index
heterogeneity_dilution_risk
expected_trial_coherence_gain
exclusion_rationale
Use case
Trial rescue.
Smaller trials with stronger signals.
Reduced washout from basin mixing.
africa-worldbank-wbl-legal-framework-work-the-law-prohibits-discrimination-in-recruitment-based
WBL: Legal Framework, Work, The law prohibits discrimination in recruitment based on marital status, parental status, or age | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-work-the-law-prohibits-discrimination-in-recruitment-based.asia-owid-competitiveness-of-executive-recruitment-score
Competitiveness Of Executive Recruitment Score | Asia (Our World in Data)
🌏 4,915 observations · 46 Asia countries · 1800–2018 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 4,915 observations of Competitiveness Of Executive Recruitment Score data across 46 Asia countries, spanning 1800–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Competitiveness Of Executive… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-competitiveness-of-executive-recruitment-score.clinical-quad-recruitment-protocol-adherence-outcome-drift-v0.1Clinical Quad Recruitment Protocol Adherence Outcome Drift v0.1
Each row is a site week snapshot.
Core quad
Recruitment qualityProtocol deviationVisit adherenceOutcome drift
Target
label_trial_fail_risk_next_30d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
Columns… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-recruitment-protocol-adherence-outcome-drift-v0.1.asia-unsdg-migrant-recruitment-costs-number-of-months-of-earnings-sl-emp-rcost-moclinical-quad-recruitment-inclusion-severity-endpoint-dilution-v0.1Clinical Quad Recruitment Inclusion Severity Endpoint Dilution v0.1
Each row is a site week snapshot.
Core quad
Recruitment speedInclusion criteria tightnessPopulation severityEndpoint dilution
Target
label_primary_miss_next_60d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
clinical-quad-budget-burn-recruitment-pace-timeline-slip-sponsor-stop-decision-v0.1Clinical Quad Budget Burn Recruitment Pace Timeline Slip Sponsor Stop Decision v0.1
Each row is a monthly financial and operational snapshot.
Core quad
Budget burnRecruitment paceTimeline slipSponsor decision pressure
Target
label_sponsor_stop_next_60d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
asia-owid-openness-of-executive-recruitment-score
Openness Of Executive Recruitment Score | Asia (Our World in Data)
🌏 4,915 observations · 46 Asia countries · 1800–2018 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 4,915 observations of Openness Of Executive Recruitment Score data across 46 Asia countries, spanning 1800–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Openness Of Executive Recruitment Score… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-openness-of-executive-recruitment-score.africa-owid-competitiveness-of-executive-recruitment-score
Competitiveness Of Executive Recruitment Score | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-competitiveness-of-executive-recruitment-score.recruitment-dataset-candidate-profiles-english
Djinni Dataset (English CVs part)
Overview
The Djinni Recruitment Dataset (English CVs part) contains 150,000 job descriptions and 230,000 anonymized candidate CVs, posted between 2020-2023 on the Djinni IT job platform. The dataset includes samples in English and Ukrainian.
The dataset contains various attributes related to candidate CVs, including position titles, candidate information, candidate highlights, job search preferences, job profile types, English… See the full description on the dataset page: https://huggingface.co/datasets/pylover/recruitment-dataset-candidate-profiles-english.clinical-quad-recruitment-endpoint-coherence-collapse-v0.1
Clinical Quad Recruitment–Endpoint Coherence Collapse v0.1
Overview
This dataset models trial failure as a quad-coupled collapse surface across:
Recruitment trajectory
Site mix balance
Endpoint outcome state
Protocol change intensity
Collapse emerges when recruitment failure forces site skew and protocol moves that destabilize endpoint integrity.
Task
Input: quad state in CSVOutput: stability label
Labels
0 — Stable1 — Drift2 — Collapse
Why this… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-recruitment-endpoint-coherence-collapse-v0.1.Campus_Recruitment_CSV
Dataset Description
This data set consists of Placement data of students in a XYZ campus. Based on the student's performance data we are classifying his Placement Status.
The students report includes the following information:
CGPA - The grade of the student in his university
Internships - The no of internship done by the student before final placement
Projects - The no of projects done by the student
Workshops/Certifications - The no of workshops attended and the certifications… See the full description on the dataset page: https://huggingface.co/datasets/surya5678/Campus_Recruitment_CSV.clinical-quad-recruitment-endpoint-coherence-collapse-v0.2Clinical Quad Recruitment Endpoint Coherence Collapse v0.2
What this dataset does
It tests whether a model can detect when recruitment pressure drives endpoint instability.
The quad nodes
recruitment
site_mix
endpoint
protocol_change
Labels
0 coherent
recruitment on target
sites balanced
primary endpoint met
no major protocol change
1 tradeoff
some drift or tension
endpoint credibility pressured but not fully broken
2 collapse
recruitment failure drives major… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-recruitment-endpoint-coherence-collapse-v0.2.europe-owid-competitiveness-of-executive-recruitment-score
Competitiveness Of Executive Recruitment Score | Europe (Our World in Data)
🇪🇺 5,432 observations · 38 Europe countries · 1800–2018 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 5,432 observations of Competitiveness Of Executive Recruitment Score data across 38 Europe countries, spanning 1800–2018.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Competitiveness Of Executive… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-competitiveness-of-executive-recruitment-score.