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Starlink
Telecommunications & Network Data
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About
This dataset provides telemetry and performance data for Starlink. It includes information on satellite visibility, signal quality, weather conditions, and internet performance metrics. The dataset is valuable for analyzing the impact of environmental factors on satellite internet quality, optimizing satellite deployment, and assessing network performance.
Dataset Features
- S_ID: Unique identifier for each satellite observation.
- latitude: Geographic latitude of the observation point in decimal degrees.
- longitude: Geographic longitude of the observation point in decimal degrees.
- elevation_m: Elevation of the observation point in meters above sea level.
- season: The season (Spring, Summer, Fall, Winter) during the observation.
- weather: Weather conditions during the observation (e.g., rain, clear, heavy rain).
- visible_satellites: Number of satellites visible during the observation.
- serving_satellites: Number of satellites actively serving the observation point.
- signal_loss_db: Signal loss measured in decibels (dB).
- download_throughput_bps: Download throughput measured in bits per second (bps).
- upload_throughput_bps: Upload throughput measured in bits per second (bps).
- packet_loss: Percentage of packets lost during transmission.
- qoe_score: Quality of Experience score, representing user satisfaction (higher is better).
Distribution
- Data Volume: 100000 rows and 13 columns in the dataset. The full dataset size is 9.34 MB.
- Format: Tabular data in CSV format.
Usage
This dataset is ideal for a variety of applications:
- Performance Analysis: Evaluating the impact of environmental and geographical factors on Starlink internet quality.
- Network Optimization: Identifying patterns to improve satellite deployment and service quality.
- Academic Research: Studying the relationship between weather conditions and satellite internet performance.
- Machine Learning Models: Training models for predictive analytics on satellite network performance.
Coverage
- Geographic Coverage: Global dataset with latitude and longitude spanning diverse geographic locations.
- Time Range: The dataset covers various seasons.
License
CC0 (Public Domain)
Who Can Use It
This dataset is accessible to a wide range of users:
- Data Scientists: For developing machine learning models and analytical tools.
- Researchers: For academic or scientific studies on satellite internet and environmental impacts.
- Businesses: For analyzing and improving satellite-based internet services.
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