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Indian Ride Hailing Driver Reviews dataset by abubakkar01
⭐ 25.5
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Dataset

Indian Ride Hailing Driver Reviews

by abubakkar01 abubakkar01/indian-ride-hailing-driver-reviews
Free2AITools Nexus Index
25.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 1
R: Recency 39
Q: Quality 30
Tech Context
Vital Performance —
Source β†’
Data Integrity 25.5 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID abubakkar01/indian-ride-hailing-driver-reviews
License CC0: Public Domain
Provider kaggle
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_abubakkar01_indian_ride_hailing_driver_reviews,
  author = {abubakkar01},
  title = {Indian Ride Hailing Driver Reviews Dataset},
  year = {2026},
  howpublished = {\url{https://www.kaggle.com/datasets/abubakkar01/indian-ride-hailing-driver-reviews}},
  note = {Accessed via Free2AITools.}
}
APA Style
abubakkar01. (2026). Indian Ride Hailing Driver Reviews [Dataset]. Free2AITools. https://www.kaggle.com/datasets/abubakkar01/indian-ride-hailing-driver-reviews

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) 0
Popularity (P) 1
Recency (R) 39
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Indian Ride Hailing Driver Reviews: Authority (A:0), Popularity (P:1), Recency (R:39), 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
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Dataset Specification

11,000+ Driver Reviews from Ola, Uber & Rapido for Sentiment Analysis & NLP

Social Proof

HuggingFace Hub
10Downloads
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--abubakkar01--indian-ride-hailing-driver-reviews
slug
abubakkar01--indian-ride-hailing-driver-reviews
source
kaggle
author
abubakkar01
license
CC0: Public Domain
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], [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
10
stars
null
forks
null

Data indexed from public sources. Updated daily.