Predictions on bike sharing dataset using KNN

NIAID Data Ecosystem2026-03-12 收录

共享单车需求预测

数据链接：

https://zenodo.org/record/4699200 数据链接链接失效反馈

官方服务：

资源简介：

Predictions using KNN algorithm on dataset https://www.kaggle.com/c/184702-tu-ml-ws-19-bikesharing/overview

创建时间：

2021-04-20

seoul_bike_sharing_demand_cat

共享单车需求预测

交通调度优化

From original source: ----- The dataset contains count of public bicycles rented per hour in the Seoul Bike Sharing System, with corresponding weather data and holiday information Additional Informa

OpenML2024-09-04 更新80

data_test

共享单车需求预测

站点级运营分析

Understanding the demand predictability of bike share systems: A station-level analysis

Figshare2023-11-17 更新60

Dataset of the enhanced demand prediction models in bike-sharing systems using graph structural information

共享单车需求预测

图结构交通建模

The dataset underpins the findings reported in Yang, Y., Heppenstall, A., Turner, A., & Comber, A. (2020). Using graph structural information about flows to enhance short-term demand prediction in bik

DataCite Commons2024-10-31 更新40

Data for: Space-time Demand Cube for Spatiotemporal Coverage Optimization of Shared Bicycle Systems: A Study Using Big Bicycle GPS Data

共享单车需求预测

站点优化

1. "bike demand.rar" provides the real bike demand data in terms of grid cell index in the study area. 2. "location model.py" provides the code of the location model used in this paper. 3. "Floating-

NIAID Data Ecosystem60

Bike Sharing 共享单车数据集

共享单车需求预测

租户行为分析

#### 背景描述共享单车系统是新一代的传统单车租赁系统，从会员、租赁到归还全流程自动化。通过这些系统，用户可以轻松地从特定位置租用自行车并返回到另一个位置。目前，全球约有 500 多个共享单车项目，由超过 50 万辆自行车组成。今天，由于这些系统在交通、环境和健康问题中的重要作用，人们对它们产生了极大的兴趣。 #### 数据说明 - instant：记录索引 - dteday : 日期 - s

Data Castle2022-04-19 更新50

Predictions on bike sharing dataset using KNN

资源简介：

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