Replication package for "No Two Developers Think Alike: How Problem-Solving Styles and Experience Shape Needs in Conversational Interaction with Copilot", accepted at ICSME 2026. This replication package contains the following files: data transcripts/*: transcripts composed of audio transcripts, chat logs, and telemetry chats.csv: annotated chat logs codebook.xlsx: codebook for the qualitative analysis of the transcripts participants.csv: pre- and post-study survey data, including participants demographics, experience, and GenderMag/TAM/NASA-TLX data figures/*: figures included in the paper, most are generated in analyze.py session/*: English and Brazilian Portuguese versions of the study protocol, practice tasks, and full tasks codebase/*: English and Brazilian Portuguese versions of the codebase and telemetry extension used in the code change tasks analyze.py: the code used to run the full quantitative analysis To run the analysis, make sure you have conda installed. Then create an environment and install the dependencies: conda env create -f environment.yaml -p ./.envconda activate ./.env You can now run analyze.py. We recommend to use in interactive window, e.g. in VSCode.