Time-Series-Donations

In a Nutshell

Project:

Villanova

Company:

Villanova.ai

Repository URL:

https://huggingface.co/datasets/VillanovaAI/Time-Series-Donations

Open Source License:

CC BY 4.0

About the Repository

Functionality

Dataset-This repository provides a time-series dataset of donation dynamics over time. It is intended for experiments in: Time-series forecasting, Trend and seasonality analysis, Anomaly detection on donation flows and Benchmarking classical and deep time-series models. The data are organized in a tabular time-series format, with each row representing a time step and each column representing a numerical or categorical feature related to donations.

IPCEI-CIS Referene Architecture

AI Layer, Data Layer

Keywords

ai-for-good, anomaly-aware-forecasting, apache-2.0, applied-ml, charitable-donations, chronos-2, covariate-aware-modeling, demand-forecasting, donation-forecasting, encoder-only-transformer, financial-time-series, fine-tuned-time-series-model, forecasting-benchmark, fundraising-data, huggingface-dataset, multivariate-forecasting, nonprofit-analytics, open-source-ml, regression-modeling, revenue-forecasting, sequence-modeling, social-impact-ai, supervised-finetuning, t5-inspired-architecture, temporal-prediction, time-series-ai, time-series-forecasting, univariate-forecasting, villanova-ai, zero-shot-forecasting