πŸ“Š
Rec Business Names dataset by abdelhalim
⭐ 21.5
πŸ“Š
Dataset

Rec Business Names

by abdelhalim abdelhalim/rec_business_names
Free2AITools Nexus Index
21.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 39
P: Popularity 7
R: Recency 0
Q: Quality 30
Tech Context
Vital Performance —
Source β†’
Data Integrity 21.5 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID abdelhalim/rec_business_names
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_abdelhalim_rec_business_names,
  author = {abdelhalim},
  title = {Rec Business Names Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/abdelhalim/Rec_Business_Names}},
  note = {Accessed via Free2AITools.}
}
APA Style
abdelhalim. (2026). Rec Business Names [Dataset]. Free2AITools. https://huggingface.co/abdelhalim/Rec_Business_Names

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) 39
Popularity (P) 7
Recency (R) 0
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Rec Business Names: Authority (A:39), Popularity (P:7), Recency (R:0), 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
78

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

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🧬 Field Logic

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Schema not yet indexed for this dataset.

Dataset Specification

No documentation available for this entry.

Social Proof

HuggingFace Hub
78Downloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face 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--abdelhalim--rec_business_names
slug
abdelhalim--rec_business_names
source
huggingface
author
abdelhalim
license
tags
transformers, pytorch, t5, text2text-generation, text2text generation, business names, recommendation system, dataset:bsd-1, text-generation-inference, endpoints_compatible, region:us

βš™οΈ Technical Specs

architecture
T5ForConditionalGeneration
params billions
null
context length
512
pipeline tag

πŸ“Š Engagement & Metrics

downloads
78
stars
0
forks
0

Data indexed from public sources. Updated daily.