https://github.com/SciEcon/blockchain-ethics
Replication Code for: AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security
https://github.com/SciEcon/blockchain-ethics
ai-ethics blockchain mev security topic-analysis twitter-data
Last synced: 30 days ago
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Replication Code for: AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security
- Host: GitHub
- URL: https://github.com/SciEcon/blockchain-ethics
- Owner: SciEcon
- License: mit
- Created: 2022-11-22T14:13:40.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-07-21T10:48:07.000Z (about 2 years ago)
- Last Synced: 2025-01-06T00:35:04.871Z (9 months ago)
- Topics: ai-ethics, blockchain, mev, security, topic-analysis, twitter-data
- Language: Jupyter Notebook
- Homepage: https://arxiv.org/abs/2212.06951
- Size: 20.1 MB
- Stars: 1
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome_ai_agents - Blockchain-Ethics - Replication Code for - AI Ethics on Blockchain - Topic Analysis on Twitter Data for Blockchain Security (Building / Ethics)
- awesome_ai_agents - Blockchain-Ethics - Replication Code for - AI Ethics on Blockchain - Topic Analysis on Twitter Data for Blockchain Security (Building / Ethics)
README
# AI Ethics on Blockchain
[](https://zenodo.org/badge/latestdoi/569298752)
**Portfolio for "AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security"**
- Paper accepted and presented at [SAI Computing Conference, London, 2023](https://saiconference.com/Computing)
- by **Yihang Fu, Zesen Zhuang, and [Luyao Zhang](http://scholars.duke.edu/person/luyao.zhang)\***
## CC-BY 4.0 Datasets on Harvard Dataverse
Yihang Fu; Zesen Zhuang; Luyao Zhang, 2023, "Replication Data for: AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security", https://doi.org/10.7910/DVN/CTBEF7, Harvard Dataverse, V2, UNF:6:JV12jMWLzoNbU5bbBQiobg== [fileUNF]
```
@data{DVN/CTBEF7_2023,
author = {Yihang Fu and Zesen Zhuang and Luyao Zhang},
publisher = {Harvard Dataverse},
title = {{Replication Data for: AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security}},
UNF = {UNF:6:JV12jMWLzoNbU5bbBQiobg==},
year = {2023},
version = {V2},
doi = {10.7910/DVN/CTBEF7},
url = {https://doi.org/10.7910/DVN/CTBEF7}
}
```
## Table of Contents
- [blockchain-ethics](#blockchain-ethics)
- [Environment Setup](#environment-setup)
- [Folders](#folders)
## Environment Setup
Prerequesites:
- [Python](https://www.python.org/downloads/)
- [Pipenv](https://pipenv.pypa.io/en/latest/)
Before setting up the environment, make sure you have `Python` version `3.8.15` and have `pipenv` installed.
This project use `pipenv` for package management. To create the environment, run
```shell
pipenv shell
```
## Folders
| Folder | Description | URL |
| ------- | ------------------------------------------------------------------------------- | ---|
| code | Jupyter notebooks containing code for fetching, processing and visualizing data |https://github.com/SciEcon/blockchain-ethics/tree/main/code|
| figures | Figure produced from the code |https://github.com/SciEcon/blockchain-ethics/tree/main/data|
| data | Queried or auxiliary data files created by the code |https://github.com/SciEcon/blockchain-ethics/tree/main/data|