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Hotels and Accommodations Employee Time Series
Data Science and Analytics
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About
Presents a seasonal time series focused on employment figures within the California Hospitality Industry. This data tracks the number of employees, reported as monthly averages in thousands of persons, spanning nearly three decades. It is a valuable resource for analyzing long-term labor market dynamics, industry growth, and seasonal fluctuations within the hotels and accommodations sector of North America.
Columns
- Date: Records the date corresponding to the monthly average measurement, formatted as YYYY-MM-DD.
- Employees: Indicates the calculated average number of employees for that month, expressed in thousands of persons.
Distribution
The information is provided in a clean, fixed-format dataset (HospitalityEmployees.csv) that is approximately 5.6 kB in size. The dataset structure includes two columns and maintains a high level of integrity, with 348 valid records and no missing or mismatched entries. Employee figures range from a minimum of 1.06k to a maximum of 2.02k, with a mean employee count of 1.45k.
Usage
Ideal applications include advanced time series analysis and forecasting models designed to predict future employment levels. The data is suitable for studying seasonality effects on the labour market and understanding historical growth trajectories specific to the Californian hospitality and accommodation industries.
Coverage
The data is geographically specific to California, United States. It provides labor statistics for the hospitality sector across a 29-year period, commencing on 1 January 1990 and ending on 1 December 2018.
License
CC0: Public Domain
Who Can Use It
Economists and researchers interested in regional labour economics and long-term employment trends. Data scientists seeking highly reliable time series input for machine learning models. Industry analysts looking to benchmark employment stability and growth within the hotel sector.
Dataset Name Suggestions
- California Hospitality Labour Metrics (1990-2018)
- Hotels and Accommodations Employee Time Series
- North American Hospitality Employment History
Attributes
Original Data Source: Hotels and Accommodations Employee Time Series
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