This is a dataset that contains the testing results presented in the manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis", and it aims to assess offline LLMs' capabilities in code generation for data analytics tasks. Best utilization of the dataset would occur after thorough understanding of the manuscript. A total of 250 testing results were generated. They were merged, leading to the creation of this current dataset.

DOI Link: 
10.21227/7xh6-p071
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Dataset Files

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[1] Anastasios Nikolakopoulos, "Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis"", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/7xh6-p071. Accessed: Jan. 14, 2025.
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doi = {10.21227/7xh6-p071},
url = {http://dx.doi.org/10.21227/7xh6-p071},
author = {Anastasios Nikolakopoulos },
publisher = {IEEE Dataport},
title = {Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis"},
year = {2024} }
TY - DATA
T1 - Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis"
AU - Anastasios Nikolakopoulos
PY - 2024
PB - IEEE Dataport
UR - 10.21227/7xh6-p071
ER -
Anastasios Nikolakopoulos. (2024). Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis". IEEE Dataport. http://dx.doi.org/10.21227/7xh6-p071
Anastasios Nikolakopoulos, 2024. Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis". Available at: http://dx.doi.org/10.21227/7xh6-p071.
Anastasios Nikolakopoulos. (2024). "Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis"." Web.
1. Anastasios Nikolakopoulos. Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis" [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/7xh6-p071
Anastasios Nikolakopoulos. "Testing Results from Manuscript "Exploring the Potential of Offline LLMs in Data Science: A Study on Code Generation for Data Analysis"." doi: 10.21227/7xh6-p071