Data Exploration and Analysis

a web-based system of interlocking tools for quantitative analysis

Project Narrative

A two page narrative describing the TwoRavens project:

User Guide

A brief user guide describing the features of TwoRavens is available:

Related Publications

D’Orazio, Vito, James Honaker, Raman Prasad, and Michael Shoemate. “Modeling and Forecasting Armed Conflict: AutoML with Human-Guided Machine Learning.” In IEEE Big Data: 3rd International Workshop on Big Data Analytics for Cyber Intelligence and Defense (BDA4CID) IEEE, 2019.

Gil, Yolanda, James Honaker, Shikhar Gupta, Yibo Ma, Vito D’Orazio, Daniel Garijo, Shruti Gadewar, Qifan Yang, and Neda Jahanshad. “Towards human-guided machine learning.” In Proceedings of the 24th International Conference on Intelligent User Interfaces, pp. 614-624. ACM, 2019.

D’Orazio, Vito, Marcus Deng, and Michael Shoemate. “TwoRavens for Event Data.” In 2018 IEEE International Conference on Information Reuse and Integration (IRI), pp. 394-401. IEEE, 2018.

Honaker, James, and Vito D’Orazio. “Statistical Modeling by Gesture: A Graphical, Browser-based Statistical Interface for Data Repositories,” in Extended Proceedings of ACM Hypertext, 2014.