verify-tagUrban traffic density in cities

exploratory data analysisdata visualizationfeature engineeringdeep learning

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95.44MB

数据标识:D17220632384044900

发布时间:2024/07/27

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数据描述

Dataset Overview

This dataset provides a detailed view of traffic data in a futuristic urban environment, containing over 1.2 million records. Each record represents a unique snapshot of various factors affecting traffic conditions in six fictional cities.

Features

City: Name of the city (e.g., MetropolisX, SolarisVille). Vehicle Type: Type of vehicle (e.g., Car, Flying Car). Weather Conditions: Current weather (e.g., Clear, Rainy). Economic Conditions: Economic state of the city (e.g., Booming, Recession). Day of Week: Day of the week. Hour of Day: Hour of the day when the data was recorded. Speed: Recorded vehicle speed. Energy Consumption: Estimated energy consumption based on vehicle type and speed. Is Peak Hour: Indicator if the record was during peak traffic hours. Random Event Occurred: Indicator if a random event (e.g., accidents, road closures) occurred. Traffic Density: Density of traffic at the time of recording. File Format

The dataset is provided in CSV format, suitable for analysis in various data processing tools and programming languages.

Potential Uses

This dataset can be utilized for a variety of studies and analyses, including:

Understanding traffic patterns in futuristic urban environments. Analyzing the impact of factors like weather, economic conditions, and vehicle types on traffic flow and energy consumption. Developing and testing traffic management algorithms, especially for autonomous vehicles and smart city solutions.

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Urban traffic density in cities
6
已售 0
95.44MB
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