This is the Linux app named NYC Taxi Data whose latest release can be downloaded as nyc-taxi-datasourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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स्क्रीनशॉट
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NYC Taxi Data
वर्णन
The nyc-taxi-data repository is a rich dataset and exploratory project around New York City taxi trip records. It collects and preprocesses large-scale trip datasets (fares, pickup/dropoff, timestamps, locations, passenger counts) to enable data analysis, modeling, and visualization efforts. The project includes scripts and notebooks for cleaning and filtering the raw data, memory-efficient processing for large CSV/Parquet files, and aggregation workflows (e.g. trips per hour, heatmaps of pickups/dropoffs). It also contains example analyses—spatial and temporal visualizations like maps, time-series plots, and hotspot detection—highlighting insights such as patterns of demand, peak times, and geospatial distributions. The repository is often used as a benchmark dataset and example for teaching, benchmarking, and demonstration purposes in the data science and urban analytics communities.
विशेषताएं
- Large-scale NYC taxi trip dataset with structured schemas
- Data-cleaning and preprocessing scripts for handling raw trip data
- Aggregation and summarization pipelines (hourly, daily, spatial bins)
- Example notebooks/analyses for visualization, heatmaps, and demand patterns
- Support for efficient I/O (Parquet/CSV handling, chunked reading)
- Educational benchmark for urban analytics, modeling, and demonstration use
प्रोग्रामिंग भाषा
R
श्रेणियाँ
This is an application that can also be fetched from https://sourceforge.net/projects/nyc-taxi-data.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
