Dataset Open Access
Mining the Technical Roles of GitHub Users
João Eduardo; Luciana L.; Marco Tulio
This dataset contains the scripts and dataset used in the study reported at Mining the Technical Roles of GitHub Users paper. The files are described in more detailed below:
- processed_ground_truth.csv: A CSV file with the information of the developers considered in the study. Due to privacy issues, we already preprocessed the dataset to remove identification clues. Please contact the authors in case you need the original one.
- processed_ground_truth_fullstack.csv: Same CSV file but with fullstack developers.
- script.ipynb, utils.py: Source code of the script used in our study.
- Dockerfile, docker-compose.yml, requirements.txt: Files to replicate the code environment used in this study.
- BoW-tuning.csv: List of classifications results for different bag of words parameters.
Files
(32.8 MB)
| Name | Size | |
|---|---|---|
|
BoW-tuning.csv
md5:129d88996d8db01ec8fae56f9c5e2771 |
7.4 kB | Download |
|
docker-compose.yml
md5:6e99b1c4dd52adc0197d1d6006db2890 |
341 Bytes | Download |
|
Dockerfile
md5:37a8b04ae13f8a985416a0cb155c345b |
349 Bytes | Download |
|
processed_ground_truth.csv
md5:18334c98e1ec6aac84068717371889cb |
13.6 MB | Download |
|
processed_ground_truth_fullstack.csv
md5:a81c3873fc5a778a9f493da94446b5db |
19.1 MB | Download |
|
requirements.txt
md5:9321b0ae73d2ef267541b8f720696c50 |
1.5 kB | Download |
|
script.ipynb
md5:43fd542071544ccc1e647f8126a56311 |
23.2 kB | Download |
|
utils.py
md5:ec7035aef2364ff9cf9d8f476082d49a |
16.1 kB | Download |
528
677
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 528 | 308 |
| Downloads | 677 | 516 |
| Data volume | 2.0 GB | 1.6 GB |
| Unique views | 422 | 271 |
| Unique downloads | 336 | 254 |
Indexed in
- Publication date:
- October 11, 2019
- DOI:
-
- Keyword(s):
- github developer profile technical role technical recruiters expertise machine learning
- License (for files):
- Creative Commons Attribution 4.0 International