datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
NYT-Connections
🧩 NYT-Connections
This repository contains the NYT-Connections dataset proposed in the work NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers. This work was published at the 31st International Conference on Computational Linguistics (COLING 2025) and was honored with the Best Dataset Paper award.
Authors: Angel Yahir Loredo Lopez, Tyler McDonald, Ali Emami
📜 Paper Abstract
Large Language Models (LLMs) have shown impressive… See the full description on the dataset page: https://huggingface.co/datasets/tm21cy/NYT-Connections.circuit_connectionconnections-rl-results
connections-rl: raw evaluation artifacts
Per-puzzle records, bootstrap summaries and analysis outputs backing
connections-rl, a two-scale (Qwen2.5-1.5B / 7B), three-seed study of
what verifiable-reward RL actually transfers.
This is an artifact bundle for auditing published numbers, not a loadable
training dataset, so the dataset viewer is disabled.
Read this before using the numbers
Two conventions in these files are easy to misread. Both have bitten this
project… See the full description on the dataset page: https://huggingface.co/datasets/jacksonlukas/connections-rl-results.create_interpret
create_interpret — results and raw data
Every artefact behind ManyaWadhwa/create_interpret:
raw generations, parsed paths, judge caches, scores, and the two analyses built on them. Code,
method and write-ups live in the GitHub repo (Task A,
Task B); this repo is the data
those documents are computed from.
Task A — how CREATE creative utility moves with model and sampling temperature, and how diverse
16 samples of one query actually are. 50 instances of wadhma/CREATE
x 16 samples… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/create_interpret.Smart-shower-connection-dataset
Smart Spa IoT Connection Dataset
Dataset Description
This dataset contains comprehensive IoT device connection and monitoring logs from a smart spa system, capturing real-world device connectivity patterns, network behavior, and system reliability metrics. The dataset includes 200 individual JSON files documenting connection states, timestamps, and device reliability metrics for various spa components over time.
This dataset is particularly valuable for research in IoT… See the full description on the dataset page: https://huggingface.co/datasets/Zachzzz33/Smart-shower-connection-dataset.emgena_postgres_pgbouncer_connection_exhaustion_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 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/emgena_postgres_pgbouncer_connection_exhaustion_teaser.NYT-Connections-Verl-Scrapedhydraulic-pipe-connection-types
Hydraulic and pipe connection type identification
Canonical, always-current version: https://referencesource.org/hydraulic-pipe-connection-types/
Machine-readable: https://referencesource.org/hydraulic-pipe-connection-types/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-13
Stale after: 2028-08-12 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 21
Identifying characteristics of each hydraulic… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/hydraulic-pipe-connection-types.NYT-Connections
Context
Connections is a word puzzle developed and published by The New York Times, first released on 12 June 2023. It has since become the second most-played game published by the New York Times, behind only Wordle. The player's goal is to identify four distinct categories or themes among sixteen words, with each group containing four words that fit the theme. Words can be connected by various relationships, such as synonyms, shared characteristics, or associations. The connections… See the full description on the dataset page: https://huggingface.co/datasets/eric27n/NYT-Connections.aviation-connection-bank-miss-risk-coherence-v0.1What this repo is for
Detect when small inbound delays
trigger outsized missed connections.
Flags
missed connections spike despite good buffer
rebooking capacity too low for demand
baggage misconnect rises with bank stress
delays convert into passenger disruption
nyt-connectionsquran-bil-quran-connections
Dataset Card for quran-bil-quran-connections
This dataset contains a .jsonl file, where each line is a single connection between 2 verses made by Ibn Ashur in his Exegesis.
Language(s) (NLP): Arabic, English
Dataset Sources [optional]
Source Exegesis: [Tafsir al-Tahrir wa al-Tanwir]
Writeup: [Ibn Ashur's Qur’an bi’l Qur’an Visualized]
Demo: [App]
Method
For each verse/group in original source exegesis file, find all verse references using libraries like… See the full description on the dataset page: https://huggingface.co/datasets/ShahamFarooq/quran-bil-quran-connections.naruto-x-boruto-ultimate-ninja-storm-connections-eu-en-1.50connection_queries_jan12_natural_iterate1_1_None_0.7_4096_gpt-4_1-2025-04-14
Dataset: connections-dev/connection_queries_jan12_natural_original_1_None_0.7_4096_gpt-4_1-2025-04-14
This dataset was generated using the inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: gpt-4.1-2025-04-14
Server URL: Not specified
API Key: Not provided
Request Timeout: 30 seconds
Query Configuration
Query Type: natural
Query Column: query
Sampling Type: iterate1
Generation… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/connection_queries_jan12_natural_iterate1_1_None_0.7_4096_gpt-4_1-2025-04-14.grid-connection-qanyt-connectionsconnectionsMade with the following script using a local copy of this website:
import re
from bs4 import BeautifulSoup
from datasets import Dataset
with open("Today’s NYT Connections Answers Jan 5, #574 - Daily Updates & Hints - Word Tips.htm", encoding="utf-8") as f:
html = f.read()
soup = BeautifulSoup(html, "html.parser")
texts = re.findall(r'"([^"]*)"', "".join(soup.find_all("script")[9]))
texts = [" ".join(text.split()).replace(" ,", ", ") for text in texts if ":" in text and… See the full description on the dataset page: https://huggingface.co/datasets/T145/connections.NYT-Connections-Synthetic-Fewshot-Categories-16connection_queries_natural_original_1__olmo3bf-8192__4096__original_1_reasoning_None_0.7_8192_Qwen3-30B-A3B-Thinking-2507
Dataset: connections-dev/bf-4096__original_1_reasoning_None_0.7_8192_Qwen3-30B-A3B-Thinking-2507
This dataset was generated using the budget forcing inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: Qwen/Qwen3-30B-A3B-Thinking-2507
Server URL: http://10.32.37.18:9080
API Key: Not provided
Request Timeout: 30 seconds
Query Configuration
Query Column: query
Generation Parameters… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/bf-8192__4096__original_1_reasoning_None_0.7_8192_Qwen3-30B-A3B-Thinking-2507.rebuttal_s740_e760_n_paths_1_medium_0.7_16384_gemini-3_1-pro-preview_n10.jsonl__raw
Dataset: connections-dev/connection_queries_jan12
This dataset was generated using the inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: gemini-3.1-pro-preview
Server URL: Not specified
API Key: Not provided
Request Timeout: 120 seconds
Query Configuration
Query Type: natural
Query Column: query
Sampling Type: n_paths
Generation Parameters
Temperature: 0.7
Max Tokens: 16384
Number… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/rebuttal_s740_e760_n_paths_1_medium_0.7_16384_gemini-3_1-pro-preview_n10.jsonl__raw.connections-distillation-fullNYT-Connections-Synthetic-Fewshot-Categories-8utility-res_gptoss20b_original_1_None_0.7_4096_gpt-4_1-mini-2025-04-14connections-gameplay-sft
Connections Gameplay SFT Dataset
A dataset of 714 complete Connections puzzle playthroughs generated by a language model, intended for supervised fine-tuning. Each example is a full game trajectory — from the initial puzzle prompt to the final correct guess — with only winning, valid-guess-only rollouts included.
Puzzles are drawn from the train_sft split of ericbotti/connections-puzzles, intended as a warm-up for an RL training environment.
Overview
Total… See the full description on the dataset page: https://huggingface.co/datasets/ericbotti/connections-gameplay-sft.africa-kenya-new-sewerage-connection-in-the-country
Kenya - New sewerage Connections in the country | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-kenya-new-sewerage-connection-in-the-country.connection_queries_jan12_natural_verbalized_3_None_0.7_4096_claude-3-haiku-20240307
Dataset: connections-dev/connection_queries_jan12
This dataset was generated using the inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: claude-3-haiku-20240307
Server URL: Not specified
API Key: Not provided
Request Timeout: 30 seconds
Query Configuration
Query Type: natural
Query Column: query
Sampling Type: verbalized
Generation Parameters
Temperature: 0.7
Max Tokens: 4096… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/connection_queries_jan12_natural_verbalized_3_None_0.7_4096_claude-3-haiku-20240307.connection_queries_jan12_natural_original_1_medium_0.7_4096_gemini-3-pro-preview
Dataset: connections-dev/connection_queries_jan12
This dataset was generated using the inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: gemini-3-pro-preview
Server URL: Not specified
API Key: Not provided
Request Timeout: 30 seconds
Query Configuration
Query Type: natural
Query Column: query
Sampling Type: original
Generation Parameters
Temperature: 0.7
Max Tokens: 4096
Number of… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/connection_queries_jan12_natural_original_1_medium_0.7_4096_gemini-3-pro-preview.connection_queries_jan12_natural_original_1_reasoning_None_0.7_4096_qwq
Dataset: connections-dev/connection_queries_jan12
This dataset was generated using the inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: qwq
Server URL: http://0.0.0.0:8181
API Key: Not provided
Request Timeout: 30 seconds
Query Configuration
Query Type: natural
Query Column: query
Sampling Type: original
Generation Parameters
Temperature: 0.7
Max Tokens: 4096
Number of Runs: 1… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/connection_queries_jan12_natural_original_1_reasoning_None_0.7_4096_qwq.s700_e720_original_1_high_0.7_16384_gemini-3-pro-preview__raw
Dataset: connections-dev/connection_queries_jan12
This dataset was generated using the inference script with the following configuration:
Inference Parameters
Model Configuration
Model Name: gemini-3-pro-preview
Server URL: Not specified
API Key: Not provided
Request Timeout: 30 seconds
Query Configuration
Query Type: natural
Query Column: query
Sampling Type: original
Generation Parameters
Temperature: 0.7
Max Tokens: 16384
Number of… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/s700_e720_original_1_high_0.7_16384_gemini-3-pro-preview__raw.