EV Uptake and Travel Behavior

Project Info

Team Name


Unicorn Consultants


Team Members


Chris , Cam

Project Description


Introduction

Our project examines the relationship between peoples travel behavior and the uptake of Electric Vehicles. We have performed a spatial anlysis to link information around peoples travel habits captured in the Victorian Integrated Survey of Travel and Activity as well as a snapshot of Registered Vehicle data in Victoria in 2023.

Note:

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#spatial data #lga #ev #arcgis #tableau #travel

Data Story


Summary

Our analysis of Local Government Areas suggests that peoples median travel distance is negatively correlated with the uptake of Electric Vehicles. A possible reason for this is the 'Range Anxiety' that consumers may feel experimenting with a relatively new type of vehicle.


Evidence of Work

Video

Homepage

Team DataSets

ABS Income and Work data 2021

Description of Use Compared with EV data at a Local Government Area level.

Data Set

Vicmap Admin - Local Government Area (LGA) Polygon Aligned to Topographic Features

Description of Use Used to relate Vehicle registration data at a postcode level to VISTA data at an LGA level.

Data Set

Postcode Spatial Data

Description of Use Used to map postcode level data to LGA data.

Data Set

Whole_Fleet_Vehicle_Registration_Snapshot_by_Model_Q2_2023

Description of Use Used to calculate the number of Vehicles in a given postcode, the vehicles fuel/engine type.

Data Set

VISTA Dataset 2012-2018

Description of Use Used to gather summary statistics on people travel behavior at an Local Government Area level.

Data Set

Challenge Entries

Explore the relationship between vehicle types and the uptake of EVs

The challenge is to analyse vehicle registration data and explore the relationship between vehicle types and the uptake of EVs. Identify and analyse factors that may influence the adoption of electric vehicles.

Go to Challenge | 12 teams have entered this challenge.