datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
saas-sales-conversations
saas-sales-conversations
Dataset Description
This is a synthetic dataset of sales conversations for SaaS (Software as a Service) companies, designed for training sales conversion prediction models. The dataset was created following the methodology presented in "SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization" (Nandakishor M, 2025).
The dataset contains realistic dialogues between sales representatives and… See the full description on the dataset page: https://huggingface.co/datasets/DeepMostInnovations/saas-sales-conversations.saas-vendor-status-pages-outages-incidents-daily
SaaS vendor status pages — 1,127 vendors mapped, 16,149 incidents, rebuilt daily
Last rebuilt: 2026-09-23 12:29 UTC. An automated job re-probes every vendor's public status
page daily, records each incident it publishes (title, impact, opened/resolved
times, permalink) and re-uploads these files. It is the data behind
approjects-vendor-status-watch.static.hf.space, where each vendor has a page with its incident history,
RSS and JSON.
Two tables:
incidents — one row per incident… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/saas-vendor-status-pages-outages-incidents-daily.saas-vendor-outage-duration-incident-resolution-time-mttr
How long do SaaS vendor outages last? Incident resolution time per vendor, rebuilt daily
As of 2026-09-23 12:29 UTC. For every incident a vendor posted on its own public status
page with BOTH an opened time and a resolved time, this dataset computes
duration_minutes = resolved_at - started_at
and rolls it up per vendor. It is derived, every day, from the incident table in
saas-vendor-status-pages-outages-incidents-daily; the two are rebuilt by the same job and cannot
disagree.… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/saas-vendor-outage-duration-incident-resolution-time-mttr.saas-finance-sql-evaluation
SaaS Finance SQL Evaluation (MRR waterfalls that reconcile exactly)
An evalpack: an evaluation database generated from the answer key, not
annotated after the fact. A VLDB 2026 audit found 52.8% of BIRD Mini-Dev
answer keys wrong because benchmarks annotate answers onto existing
databases; this dataset inverts the order. The declared properties (curves,
shares, identities) are the specification, the database is generated to
satisfy them exactly, and every shipped question was… See the full description on the dataset page: https://huggingface.co/datasets/rasinmuhammed/saas-finance-sql-evaluation.synthetic-saas-churn
Synthetic SaaS Churn
A fully synthetic tabular dataset for practicing binary classification models such as an MLP. The target indicates whether a simulated SaaS user churned. It contains no real people or customer records.
Splits
train.csv: 2,000 rows
test.csv: 500 rows
Target
churned: binary label where 1 is the positive outcome and 0 is the negative outcome.
Features
user_id: anonymous synthetic user identifier… See the full description on the dataset page: https://huggingface.co/datasets/soumikmahato/synthetic-saas-churn.synthetic-saas-user-conversion
Synthetic SaaS User Conversion
A fully synthetic tabular dataset for practicing binary classification models such as an MLP. The target indicates whether a simulated SaaS user converted to a paid subscription. It contains no real people or customer records.
Splits
train.csv: 2,000 rows
test.csv: 500 rows
Target
converted: binary label where 1 is the positive outcome and 0 is the negative outcome.
Features
user_id: anonymous… See the full description on the dataset page: https://huggingface.co/datasets/soumikmahato/synthetic-saas-user-conversion.SaaS_Churn_Predictionsaas-growth-pack
Solstice SaaS Growth Pack (Sample)
A dashboard-ready synthetic SaaS metrics dataset. Import the 6 CSVs straight into any BI tool and have a credible SaaS growth dashboard in under 10 minutes — no cleanup, no modeling.
Built by Solstice AI Studio as a free sample of a larger commercial pack. 100% synthetic — no real company, customer, or personal data.
What's in the box
File
Rows
Grain
Purpose
companies.csv
6
company
Master dimension — 6 synthetic startups… See the full description on the dataset page: https://huggingface.co/datasets/solsticestudioai/saas-growth-pack.saas-discovery-benchmarks
SaaS Discovery Engine Benchmarks
Benchmark dataset of 20 SaaS discovery cases with individual scores for category fit, feature match, use case alignment, comparison ranking, discovery presence, and overall fit across AI tools, business software, marketing platforms, and more.
Built by SaaSListings.online.
Dataset Description
This dataset contains benchmark data for a software discovery and comparison engine helping users identify the right SaaS products for… See the full description on the dataset page: https://huggingface.co/datasets/saas-discovery-benchmarks/saas-discovery-benchmarks.