πŸ“Š
Opcder Batch dataset by tyzhu
⭐ 33.2
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Dataset

Opcder Batch

by tyzhu tyzhu/opcder-batch
Free2AITools Nexus Index
33.2
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 62
P: Popularity 57
R: Recency 19
Q: Quality 30
Tech Context
Vital Performance —
Source β†’
Data Integrity 33.2 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID tyzhu/opcder-batch
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_tyzhu_opcder_batch,
  author = {tyzhu},
  title = {Opcder Batch Dataset},
  year = {2025},
  howpublished = {\url{https://huggingface.co/datasets/tyzhu/opcder-batch}},
  note = {Accessed via Free2AITools.}
}
APA Style
tyzhu. (2025). Opcder Batch [Dataset]. Free2AITools. https://huggingface.co/datasets/tyzhu/opcder-batch

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) 62
Popularity (P) 57
Recency (R) 19
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Opcder Batch: Authority (A:62), Popularity (P:57), Recency (R:19), 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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Downloads
79,370

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

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Schema not yet indexed for this dataset.

Dataset Specification

πŸ“Š Structured Schema (Zero-Fabrication)

Feature Key Data Type
seq_id string
text string
repo_name string
sub_path string
file_name string
file_ext string
file_size_in_byte int64
program_lang string
lang string
doc_type string
stars int64
dataset string
pt string

Estimated Rows: 1,099,367

Social Proof

HuggingFace Hub
79.4KDownloads
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--tyzhu--opcder-batch
slug
tyzhu--opcder-batch
source
huggingface
author
tyzhu
tags
size_categories:100m<n<1b, format:json, modality:tabular, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us

πŸ“Š Engagement & Metrics

downloads
79,370

Data indexed from public sources. Updated daily.