Avner Kantor

Curriculum Vitae
Updated September 01, 2025

Profile

Data scientist and researcher specializing in data journalism, social network analysis, and time series forecasting. Experienced in both academic and applied settings, bridging computational social science, data visualization, and statistical modeling to generate insights in healthcare, education, and digital democracy.

Affiliation
School of Management, University of Haifa, Israel
Contact
Email: avnerkantor@gmail.com · Website: avnerkantor.com
Research Interests
Data journalism, data visualization, computational social science, social network analysis, and deliberation and rationality in online discourse.

Education

2024
PhD, Information & Knowledge Management — University of Haifa
Advisor: Prof. Sheizaf Rafaeli
Dissertation (Article-Based): Online Deliberation and Data Journalism
2015
MA, Philosophy — Hebrew University of Jerusalem
2010
B.A., Philosophy — Hebrew University of Jerusalem

Academic Positions

2021–2022
Adjunct Lecturer — Lauder School of Government, Diplomacy, and Strategy, Reichman University
Taught Introduction to Data Science with Python for Government.
2015–2018
Research Fellow — The Center for Internet Research, University of Haifa
Designed and launched OpenPISA, a platform for analyzing and presenting educational data.
2010–2011
Project Initiator & Coordinator — The Hebrew University of Jerusalem
Led an Israeli–German collaboration between the Hebrew University and the Universities of Karlsruhe and Regensburg.

Manuscripts Under Review

Papers in Refereed Conference Proceedings

Refereed Conference Presentations

Seminars & Invited Talks

Research Grants

Professional Associations & Activities

Work Experience

2024–present
Statistician — Central Bureau of Statistics
Conducted formal time series analysis for official statistical reporting.
2021–2024
Data Scientist — Maccabi Health Services
Led research on physician burnout prediction, patient wait time forecasting, and healthcare trends analysis using statistical and machine learning methods; produced research papers and reports to support decision-making and improve patient care.
2020–2021
Data Scientist — Corona National Information and Knowledge Center
Conducted research on vaccine effectiveness and COVID-19 infection patterns in children, delivering data-driven insights to inform national response.
2018–2020
Data Scientist — Center for Educational Technology
Developed adaptive learning systems by integrating psychometric modeling and machine learning.

Technical Skills

Core Competencies

Python, R, SQL, pandas, tidyverse

Statistical Modeling & ML: scikit-learn, caret, Hayes’ PROCESS macro

Time Series: Prophet, X-13ARIMA-SEATS, fpp3

Network Analysis: NetworkX, igraph

Additional Skills

Visualization & Dashboards: ggplot2, Plotly, R Shiny

Web Scraping & Automation: httr, rvest, Selenium, pyppeteer, Playwright

Cloud & Deployment: AWS S3, Heroku, Azure, GCP

Databases: SQL Server

References

Prof. Sheizaf Rafaeli
President, Shenkar College of Engineering; former faculty member, School of Management, University of Haifa.
Dissertation Supervisor.
Email: president.office@shenkar.ac.il

Prof. Ayelet Baram-Tsabari
Head, Science Communication Research Group, Faculty of Education in Science and Technology, Technion – Israel Institute of Technology.
Email: ayelet@technion.ac.il

Prof. Karin Nahon
Dean, Sammy Ofer School of Communications, Reichman University.
Email: knahon@runi.ac.il