πŸ“Š
Mall Customers Segmentation dataset by abdallahwagih
⭐ 24.5
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Dataset

Mall Customers Segmentation

by abdallahwagih abdallahwagih/mall-customers-segmentation
Free2AITools Nexus Index
24.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 52
P: Popularity 47
R: Recency 4
Q: Quality 30
Tech Context
Vital Performance —
Source β†’
Data Integrity 24.5 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID abdallahwagih/mall-customers-segmentation
License Apache 2.0
Provider kaggle
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_abdallahwagih_mall_customers_segmentation,
  author = {abdallahwagih},
  title = {Mall Customers Segmentation Dataset},
  year = {2026},
  howpublished = {\url{https://www.kaggle.com/datasets/abdallahwagih/mall-customers-segmentation}},
  note = {Accessed via Free2AITools.}
}
APA Style
abdallahwagih. (2026). Mall Customers Segmentation [Dataset]. Free2AITools. https://www.kaggle.com/datasets/abdallahwagih/mall-customers-segmentation

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) 52
Popularity (P) 47
Recency (R) 4
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Mall Customers Segmentation: Authority (A:52), Popularity (P:47), Recency (R:4), 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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8,244

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Dataset Specification

Mall customers data for customer segmentation

Social Proof

HuggingFace Hub
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πŸ“Š Data Source: Kaggle β†—
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Source summary: Based on Kaggle metadata. Not a recommendation.

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πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--abdallahwagih--mall-customers-segmentation
slug
abdallahwagih--mall-customers-segmentation
source
kaggle
author
abdallahwagih
license
Apache 2.0
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], [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
8,244
stars
0
forks
0

Data indexed from public sources. Updated daily.