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TokoLapak Employee Mudik Travel Data
Data Science and Analytics
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Free
About
This dataset provides anonymised employee travel patterns during the significant Idul Fitri holiday period in Indonesia. It captures the "mudik" (homecoming) phenomenon, a major annual migration of people from large urban centres like Jabodetabek to their hometowns to visit relatives. With Indonesia's substantial Muslim population, Idul Fitri is a crucial event, leading to estimated movements of 15 million people out of Jabodetabek. This data offers insights into the initial outflow and subsequent return of employees to the capital city post-holiday, including potential new residents. It is derived from TokoLapak employees' app usage, offering a unique perspective on real-world mobility.
Columns
- id: A unique identifier for each employee.
- tanggal: The specific date of the recorded location.
- lokasi_dominan: The predominant location where the employee was situated on that particular date.
Distribution
The dataset is provided in a CSV format and is approximately 73.13 kB in size. It comprises 3 columns and contains 2600 records or rows, detailing employee location data over several dates.
Usage
This dataset is ideally suited for:
- Human Resources departments to analyse employee holiday travel trends, inform planning for staffing during peak holiday seasons, and manage post-holiday return-to-work logistics.
- Academic researchers studying urban migration, holiday travel impact, and demographic shifts around major cultural events in Indonesia.
- Logistics and operational teams within businesses to anticipate and adapt to workforce availability and mobility changes during significant public holidays.
- Urban planners and transportation analysts interested in understanding patterns of population movement from metropolitan areas like Jabodetabek.
Coverage
The geographic scope of this dataset focuses on employees residing in the Jabodetabek region, which includes Jakarta, Kota Bogor, Kabupaten Bogor, Kota Depok, Kota Tangerang, Kota Tangerang Selatan, Kabupaten Tangerang, Kota Bekasi, and Kabupaten Bekasi. The data captures travel information over a period of 26 unique dates, with specific dates like 21/05/19 being prominent. It represents a sample of TokoLapak employees who have the company's application installed on their devices.
License
CC BY-NC-SA 4.0
Who Can Use It
- HR Professionals: For workforce management, holiday scheduling, and understanding employee well-being during travel periods.
- Data Scientists and Analysts: To build predictive models for employee mobility or for visualising travel patterns.
- Marketplace Businesses: To understand the impact of large-scale employee movement on their operations and customer base.
- Public Policy Researchers: To gain insights into national holiday migration and its societal implications.
Dataset Name Suggestions
- TokoLapak Employee Mudik Travel Data
- Jabodetabek Employee Holiday Mobility Patterns
- Indonesian Idul Fitri Employee Migration Analysis
- TokoLapak HR Travel Insights
Attributes
Original Data Source: TokoLapak Employee Mudik Travel Data
QUALITY