Datasetpublic

org-science-data/workplace-dynamics-survey

Workplace Dynamics Survey Anonymized workplace survey data for organizational research. Usage from datasets import load_dataset dataset = load_dataset("org-science-data/workplace-dynamics-survey") df = dataset["train"].to_pandas() Or use the provided loader: from loader import load_data df = load_data() Schema Metrics Column Type Description role_diversity float Normalized metric goal_alignment float Normalized metric… See the full description on the dataset page: https://huggingface.co/datasets/org-science-data/workplace-dynamics-survey.

sourceHugging Faceupdated 8mo agoView on Hugging Face

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Dataset Card

Workplace Dynamics Survey

Anonymized workplace survey data for organizational research.

Usage

python

from datasets import load_dataset

dataset = load_dataset("org-science-data/workplace-dynamics-survey")
df = dataset["train"].to_pandas()

Or use the provided loader:

python

from loader import load_data

df = load_data()

Schema

Metrics

Column	Type	Description
role_diversity	float	Normalized metric
goal_alignment	float	Normalized metric
resource_slack	float	Normalized metric
performance_index	float	Normalized metric

Categorical Variables

Column	Type	Description
industry	string	Categorical variable
company_size	string	Categorical variable

Statistics

—Rows: 1000
—Columns: 6

License

CC0 1.0 Universal (Public Domain)

Note: When options vanish, the system holds its breath.