Case study

Christmas Holiday Traffic & Safety Analysis

Analysis of 2.1 million rides across 53 US states during the Christmas period with special focus on Dec 24-25.

Nexar Team

Dec 23, 2025

5 minutes read

Executive Summary

Analysis of 2.1 million rides across 53 US states during the Christmas period reveals distinct traffic and safety patterns, with special focus on the critical 48-hour window of Dec 24-25.

Key Finding

Christmas Eve evening (17:00-21:00) is surprisingly safe as families gather. 

Post-midnight Dec 25 (00:00-04:00) 
is extremely dangerous with danger indices up to 150%.

Day-Level Analysis

Baseline: 299,670 rides/day | 8.14 HB per 1,000 rides (avg of C-7 to C-4)

Day Pattern Insights

🟢 Christmas Eve & Day (C-1, C): Safest days - 15% below baseline danger despite reduced traffic

🔴 Pre-holiday week (C-7, C-6): Peak danger - busy shopping with above-normal hard brake rates

📊 Traffic decline: From 106% (C-5) down to 52% (C) as families stay home

48-Hour Critical Window: Dec 24-25

Detailed hour-by-hour analysis of Christmas Eve and Christmas Day - the core celebration period when families gather.

48-Hour Pattern Summary

Key Findings & Recommendations

Data & Methodology

This analysis is based on Nexar's Ride and Incident data from December 2024.

Developed by

Rui Carneiro, Nexar's BI Lead

Data Source

Nexar's BigQuery Data Warehouse

Location Data

Compared against OpenStreetMap location information

Analytical Model

Developed with Claude AI assistance

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