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README (5).md → README.md
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- **NYC Motor Vehicle Collisions Data (2.3GB, 2,061,947 observations):** [View Dataset](https://data.cityofnewyork.us/Public-Safety/Motor-Vehicle-Collisions-Crashes/h9gi-nx95/about_data)
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- **NYC Daily Weather Data from 2013 to 2023 (4.2MB, 4,016 observations):** [View Dataset](https://www.visualcrossing.com/weather/weather-data-services/new%20york%20city/metric/2013-01-01/2023-12-31)
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- **NYC Borough Data (23.0KB, 245 observations):** [View Dataset](https://catalog.data.gov/dataset/nyc-domain-registrations-by-zip-code)
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The NYC Motor Vehicle Collisions and Weather Dataset aims to merge the NYC Motor Vehicle Collisions Data, the NYC Daily Weather Data, and the NYC Borough Data into a single, coherent dataset. This integration will incorporate borough information for each zip code in New York City and enable detailed analysis of the impact of weather conditions on the day of each collision. Such an approach not only facilitates comprehensive collision-weather analysis but also enhances the understanding of collision patterns across different boroughs, offering valuable insights for both dimensions of study.
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### Data Fields
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-`Crash Date`[Date]: Occurrence date of collision
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-`Borough`[string]: Borough where collision occurred
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-`Zip Code`[string]: Postal code of incident occurrence
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-`Latitude`[float]: Latitude coordinate for Global Coordinate System
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-`Longitude`[float]: Longitude coordinate for Global Coordinate System
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-`Collision ID`[integer]: Unique record code generated by system. Primary Key for Collision table.
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-`Crash Time Period`[string]: Classification of crash times into predefined intervals, such as 0:00-2:59, spanning 8 distinct time periods throughout the day
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-`Street Name`[string]: Street on which the collision occurred
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-`Street Type`[string]: On Street /Cross Street/ Off Street
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-`Contributing Factors`[string]: Factors contributing to the collision
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-`Vehicle Types`[string]: Type of vehicles involved in collision
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-`Weather Description`[string]: The weather conditions when collision occurred
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-`Number of Injured`[integer]: Number of people injured in the specified collision incident
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-`Number of Death`[integer]: Number of cyclists killed in the specified collision incident
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-`Precipitation`[float]: The amount of precipitation that fell or is predicted to fall in millimeters when collision occurred
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-`Precipitation Type`[string]: rain, snow, both, or none
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-`Maximum Temperature`[float]: the maximum temperature in degree Fahrenheit when collision occurred
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-`Minimum Temperature`[float]: the minimum temperature in degree Fahrenheit when collision occurred
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## Dataset Creation
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- **NYC Motor Vehicle Collisions Data (2.3GB, 2,061,947 observations):** [View Dataset](https://data.cityofnewyork.us/Public-Safety/Motor-Vehicle-Collisions-Crashes/h9gi-nx95/about_data)
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- **NYC Daily Weather Data from 2013 to 2023 (4.2MB, 4,016 observations):** [View Dataset](https://www.visualcrossing.com/weather/weather-data-services/new%20york%20city/metric/2013-01-01/2023-12-31)
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- **NYC Borough Data (23.0KB, 245 observations):** [View Dataset](https://catalog.data.gov/dataset/nyc-domain-registrations-by-zip-code)
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The NYC Motor Vehicle Collisions and Weather Dataset aims to merge the NYC Motor Vehicle Collisions Data, the NYC Daily Weather Data, and the NYC Borough Data into a single, coherent dataset. This integration will incorporate borough information for each zip code in New York City and enable detailed analysis of the impact of weather conditions on the day of each collision. Such an approach not only facilitates comprehensive collision-weather analysis but also enhances the understanding of collision patterns across different boroughs, offering valuable insights for both dimensions of study.
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### Data Fields
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-`Crash Date`[Date]: Occurrence date of collision.
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-`Borough`[string]: Borough where collision occurred.
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-`Zip Code`[string]: Postal code of incident occurrence.
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-`Latitude`[float]: Latitude coordinate for Global Coordinate System.
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-`Longitude`[float]: Longitude coordinate for Global Coordinate System.
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-`Collision ID`[integer]: Unique record code generated by system. Primary Key for Collision table.
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-`Crash Time Period`[string]: Classification of crash times into predefined intervals, such as 0:00-2:59, spanning 8 distinct time periods throughout the day.
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-`Street Name`[string]: Street on which the collision occurred.
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-`Street Type`[string]: On Street /Cross Street/ Off Street.
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-`Contributing Factors`[string]: Factors contributing to the collision.
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-`Vehicle Types`[string]: Type of vehicles involved in collision.
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-`Weather Description`[string]: The weather conditions when collision occurred.
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-`Number of Injured`[integer]: Number of people injured in the specified collision incident.
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-`Number of Death`[integer]: Number of cyclists killed in the specified collision incident.
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-`Precipitation`[float]: The amount of precipitation that fell or is predicted to fall in millimeters when collision occurred.
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-`Precipitation Type`[string]: rain, snow, both, or none.
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-`Maximum Temperature`[float]: the maximum temperature in degree Fahrenheit when collision occurred.
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-`Minimum Temperature`[float]: the minimum temperature in degree Fahrenheit when collision occurred.
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## Dataset Creation
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