πŸ“Š
Global Urban Mobility & Smart Cities Dataset dataset by aamir28
⭐ 41.4
πŸ“Š
Dataset

Global Urban Mobility & Smart Cities Dataset

by aamir28 aamir28/global-urban-mobility-and-smart-cities-dataset
Free2AITools Nexus Index
41.4
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 29
P: Popularity 2
R: Recency 75
Q: Quality 30
Tech Context
Vital Performance —
Source β†’
Data Integrity 41.4 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID aamir28/global-urban-mobility-and-smart-cities-dataset
License CC BY-SA 4.0
Provider kaggle
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_aamir28_global_urban_mobility_and_smart_cities_dataset,
  author = {aamir28},
  title = {Global Urban Mobility & Smart Cities Dataset Dataset},
  year = {2026},
  howpublished = {\url{https://www.kaggle.com/datasets/aamir28/global-urban-mobility-and-smart-cities-dataset}},
  note = {Accessed via Free2AITools.}
}
APA Style
aamir28. (2026). Global Urban Mobility & Smart Cities Dataset [Dataset]. Free2AITools. https://www.kaggle.com/datasets/aamir28/global-urban-mobility-and-smart-cities-dataset

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 29
Popularity (P) 2
Recency (R) 75
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Global Urban Mobility & Smart Cities Dataset: Authority (A:29), Popularity (P:2), Recency (R:75), Quality (Q:30). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
⬇️
Downloads
20

πŸ‘οΈ Data Preview

πŸ“Š

Row-level preview not available for this dataset.

Schema structure is shown in the Field Logic panel when available.

πŸ”— Explore Full Dataset β†—

🧬 Field Logic

🧬

Schema not yet indexed for this dataset.

Dataset Specification

Integrated traffic, transit, weather and incident data for major world cities

Social Proof

HuggingFace Hub
20Downloads
Hub Discussions
πŸ“Š Data Source: Kaggle β†—
πŸ”„ Updated daily

Source summary: Based on Kaggle metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--aamir28--global-urban-mobility-and-smart-cities-dataset
slug
aamir28--global-urban-mobility-and-smart-cities-dataset
source
kaggle
author
aamir28
license
CC BY-SA 4.0
tags
[object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object]

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

πŸ“Š Engagement & Metrics

downloads
20
stars
null
forks
null

Data indexed from public sources. Updated daily.