datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
g2-software-reviews
G2 Software Reviews
111,441 B2B software reviews from G2, covering the 79 most-reviewed products, spanning 2012 to 2026.
The largest public G2 review corpus by a wide margin. Before this, the biggest available was a sample of under 1,000 rows.
What is in here that is not in other review datasets
A structured pros-and-cons split on 35,137 reviews. G2 asks "what do you like best" and "what do you dislike" as separate prompts, so those are separate columns rather… See the full description on the dataset page: https://huggingface.co/datasets/FreshCrawl/g2-software-reviews.capterra-b2b-software-reviews
Capterra B2B Software Reviews
56,606 B2B software reviews from Capterra, covering 66 products across 11 software categories.
Most public review datasets are star rating + review text. This one carries five separate rating dimensions, pros and cons as distinct pre-split fields, reviewer firmographics, and, unusually, an incentive disclosure flag recording whether the reviewer was given a gift card, referred by the vendor, or wrote the review unprompted.
Why this is… See the full description on the dataset page: https://huggingface.co/datasets/FreshCrawl/capterra-b2b-software-reviews.canadian-software-rfp-readiness-dataset
Canadian Software Procurement Notice Dataset
This tabular dataset contains 136 Canadian public software procurement notices selected through a documented rule-based classifier and complete review of all lower-confidence candidates.
Dataset Summary
Essential Designs parsed 16,203 official CanadaBuys tender-notice rows across three fiscal years and deduplicated amendments by notice reference. The classifier produced 167 candidates. Ninety-nine qualified… See the full description on the dataset page: https://huggingface.co/datasets/essentialdesigns/canadian-software-rfp-readiness-dataset.arxiv-software-engineering-datasetCVE_CWE_Software_Mapping_Dataset
CVE-CWE Software Weakness Mapping Dataset
Dataset description
This dataset maps Common Vulnerabilities and Exposures (CVEs) to Common Weakness Enumeration (CWE) entries in the CWE-699 Software category. It combines CVE descriptions with CWE descriptions and parent-category information for security research and vulnerability classification.
Dataset structure
The dataset is provided as Global_Dataset.csv. Its main fields include:
CVE-ID: CVE… See the full description on the dataset page: https://huggingface.co/datasets/regularpooria/CVE_CWE_Software_Mapping_Dataset.software-engineering-interview-practices-2005-2026
Replication Package: Yesterday's Interviews for Today's Engineers
This repository contains the de-identified analytical data and the Python
reproduction script for:
Vitalii Romaniuk. "Yesterday's Interviews for Today's Engineers:
Retrospective Perceptions and a Work-Aligned Hiring Framework (2005–2026)."
arXiv:2609.14046, 2026.
Paper: https://arxiv.org/abs/2609.14046
Contents
data/survey_responses_deidentified.csv contains the 911 retained survey
records used… See the full description on the dataset page: https://huggingface.co/datasets/Kidomakai/software-engineering-interview-practices-2005-2026.CloudSurf-4B-FC-bfcl-results
CloudSurf-4B-FC — raw BFCL V4 result files
Raw, unmodified BFCL V4 evaluation outputs backing the leaderboard submission
PR ShishirPatil/gorilla#1357
for CloudSurf-4B-FC
(a google/gemma-4-E4B-it fine-tune, Apache-2.0).
Both sides are included: our tuned runs and the stock gemma-4-E4B-it
baselines re-measured on the identical rig, so every number in the PR can be
recomputed from primary files.
Whiskers are the min–max across the three runs on each side. Stock wins
Irrelevance… See the full description on the dataset page: https://huggingface.co/datasets/cloudsurf-software/CloudSurf-4B-FC-bfcl-results.software-ai-replaceability
Software AI Replaceability Index
594 enterprise software products scored 0–100 for how completely an AI agent layer could replace or augment them — across CRM, ERP, marketing, support, finance, HR, and dev tools — with a workflow-modularity score and the known AI-native alternative.
Rows: 594
Source: Meo Advisors composite scoring
Methodology + interactive explorer: https://meoadvisors.com/software-ai-replaceability/
Part of: the open AI Workforce Data collection by Meo… See the full description on the dataset page: https://huggingface.co/datasets/Meo-Advisors/software-ai-replaceability.software-developer-hourly-rates-2026
Software Developer Hourly Rate Benchmarks 2026 (by Platform, Region & Tier)
Open benchmark of software/web developer hourly rates in 2026, segmented by technology platform, geographic region, and delivery tier (independent freelancer vs. team-based agency). Two files:
developer_hourly_rates_2026.csv — 120 rows: platform, region, tier, hourly_low_usd, hourly_median_usd, hourly_high_usd. Platforms include WordPress, Shopify, Magento, WooCommerce, custom (React/Next/Node), and… See the full description on the dataset page: https://huggingface.co/datasets/zimzum1984/software-developer-hourly-rates-2026.top-alternativeto-softwares-dataSoftware_Requirement_from_Application_Marketplace_User_Review_Dataset
About Dataset
Software User Requirements Overview Datasets taken from scraping on Application Marketplaces such as Appstore and Playstore.
Data captured based on time in 2023
PLAYSTORE
APPSTORE
Rows of Data
57576
"7117"
Column
15
15