datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
text2cypher-2024v1
Neo4j-Text2Cypher (2024) Dataset
The Neo4j-Text2Cypher (2024) Dataset brings together instances from publicly available datasets,
cleaning and organizing them for smoother use. Each entry includes a “question, schema, cypher” triplet at minimum,
with a total of 44,387 instances — 39,554 for training and 4,833 for testing.
An overview of the dataset is shared at Link
Have ideas or insights? Contact us: Neo4j/Team-GenAI
Fields
Fields and their descriptions are as… See the full description on the dataset page: https://huggingface.co/datasets/neo4j/text2cypher-2024v1.text2cypher-2025v1aip-skillbench-3med-sonnet-aipv0_3a2
AIP-SkillBench — 3 medium-difficulty tasks (Sonnet, AIP v0.3a2)
Raw evaluation-run data.
A random sample of 3 medium-difficulty tasks from SkillsBench.
What this is
An evaluation of three skill formats on the same tasks:
human-curated — the task's original human-authored skill (prose).
aip-from-curated — that same human skill compiled into AIP (a schema-validated
execution-graph representation).
aip-from-instruction — an AIP skill authored from the task… See the full description on the dataset page: https://huggingface.co/datasets/neo4j/aip-skillbench-3med-sonnet-aipv0_3a2.freebase-neo4j-graph
Freebase → Neo4j Graph
A property-graph conversion of the final Freebase RDF dump (English-filtered),
including proper resolution of Freebase's Compound Value Type (CVT) nodes,
ready for import into Neo4j or use as a general-purpose large knowledge graph.
Freebase was a large collaborative knowledge base, discontinued by Google in
2016. This dataset is derived from the last publicly available RDF dump
(freebase-rdf-latest.gz, 1.9B raw triples), filtered to English-language… See the full description on the dataset page: https://huggingface.co/datasets/ksk-1729/freebase-neo4j-graph.omnimcp_graphrag_neo4j_cypher_teaser
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📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_graphrag_neo4j_cypher_teaser.optimuskg-neo4j-graph
OptimusKG → Neo4j Graph
A property-graph conversion of OptimusKG,
ready for direct import into Neo4j or general tabular/graph use, published in
two formats (see "Files" below).
OptimusKG is a modern biomedical knowledge graph developed by the
Zitnik Lab, Harvard Medical School
(Department of Biomedical Informatics). It integrates 65 heterogeneous
source resources — spanning molecular, anatomical, clinical, and
environmental domains — grounded in 18 ontologies, built with the… See the full description on the dataset page: https://huggingface.co/datasets/ksk-1729/optimuskg-neo4j-graph.neo4j-text2cypher-2024v1neo4j_java_function
Dataset Card for "neo4j_java_function"
More Information needed
neo4j-cypher-fixedneo4jcyphertransit
Neo4j Cypher 中文翻译数据集
数据集描述
本数据集包含Neo4j Cypher查询的中文翻译版本。
专为训练从中文自然语言问题生成Cypher查询的模型而设计。
数据集结构
train: 训练集，包含问题-Cypher查询对
test: 测试集，包含问题-Cypher查询对
数据字段
question (字符串): 中文自然语言问题
cypher (字符串): 对应的Cypher查询语句
schema (字符串): 数据库模式信息
其他字段保持原始数据集结构
使用方法
使用Datasets库
from datasets import load_dataset
dataset = load_dataset('johanhan/neo4jcyphertransit')
print(dataset['train'][0])
使用AutoTrain
本数据集兼容Hugging Face… See the full description on the dataset page: https://huggingface.co/datasets/johanhan/neo4jcyphertransit.t2c_testNeo4j-importers-listed-in-ThesisThis dataset includes Neo4j importers transformed from raw datasets by author of thesis named "Think Out-of-LLM: Can Agentic Workflow outperform Fine-Tuned LLM in terms of Text2Cypher?"
neo4j-cypher-dataset