Time-Series-Donations

Component description / functionalities

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 Reference Architecture

AI Layer
Data Layer

Open source license

CC BY 4.0
Keywords
chronos-2
time-series-forecasting
donation-forecasting
financial-time-series
fundraising-data
charitable-donations
regression-modeling
supervised-finetuning
fine-tuned-time-series-model
forecasting-benchmark
multivariate-forecasting
univariate-forecasting
covariate-aware-modeling
zero-shot-forecasting
temporal-prediction
sequence-modeling
encoder-only-transformer
t5-inspired-architecture
ai-for-good
social-impact-ai
nonprofit-analytics
revenue-forecasting
demand-forecasting
anomaly-aware-forecasting
open-source-ml
apache-2-0
huggingface-dataset
villanova-ai
applied-ml
time-series-ai