Data for the Exploratory Factor Analysis and related publication information can be found in its Maui Conference Publication repo.
Data for the Structural Equation Modelling component and related Confirmatory Factor Analysis:
full data (csv)
| CMC_id | CMC_rank | name | ticker | web_primary | web_secondary | source_code | check_source | notes | repo | forge | stars | forks | auth_tot | authors | commits | comments | PR_open | days_inactive | avg_resp_time | med_resp_time | avg_longevity_days | language: | created_since: | updated_since: | contributor_count: | org_count: | commit_frequency: | recent_releases_count: | updated_issues_count: | closed_issues_count: | comment_frequency: | dependents_count: | criticality_score: | alexa_rank | geo_rmse | geo_mae |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | Bitcoin | BTC | https://bitcoin.org/ | https://github.com/bitcoin/bitcoin | y | bitcoin/bitcoin | github | 72112 | 59013 | 6242 | 150.33 | 360 | 2440.67 | 170.67 | 0.006 | 17.55 | 2.9 | 427.11 | C++ | 153 | 0 | 1050 | 3 | 56.2 | 2 | 4074 | 3595 | 1.1 | 492320 | 0.84683 | 8149 | 0.268019409 | 0.164839059 | ||
| 1027 | 2 | Ethereum | ETH | https://www.ethereum.org/ | https://en.wikipedia.org/wiki/Ethereum | https://github.com/ethereum/go-ethereum | y | ethereum/go-ethereum | github | 40452 | 28052 | 7465 | 164 | 45 | 448 | 76.67 | 0.019 | 13.18 | 1.45 | 282.49 | Go | 100 | 0 | 698 | 7 | 13.6 | 15 | 574 | 448 | 1.6 | 81168 | 0.82061 | 2358 | 0.327910515 | 0.198670396 | |
| 825 | 3 | Tether | USDT | https://tether.to | private | 34722 | 0 | 0.56422 | 110 | 0.361854174 | ||||||||||||||||||||||||||
| 1839 | 4 | BNB | BNB | https://www.binance.com/ | https://github.com/bnb-chain/bsc | y | fork of go-ethereum; updated repo to bnb-chain mar.2022 | bnb-chain/bsc | github | 79 | 71 | 73 | 38 | 5 | 121 | 2 | 0.076 | 5.44 | 2.88 | 13.95 | Go | 100 | 2 | 614 | 7 | 3.9 | 14 | 198 | 150 | 2.4 | 0 | 0.56422 | 110 | 0.361854174 | 0.219124982 |
| Column Name | Description |
|---|---|
| CMC_id | CoinMarketCap identifier for the cryptocurrency |
| CMC_rank | Rank of the cryptocurrency on CoinMarketCap |
| name | Name of the cryptocurrency |
| ticker | Ticker symbol of the cryptocurrency |
| web_primary | Primary website URL of the cryptocurrency |
| web_secondary | Secondary website URL of the cryptocurrency |
| source_code | URL to the source code repository |
| check_source | Indicator for whether source code is manually verified |
| notes | Additional notes or comments about the cryptocurrency or repository |
| repo | Repository name |
| forge | Source code forge or hosting platform (e.g., GitHub) |
| stars | Number of stars on the repository |
| forks | Number of forks of the repository |
| auth_tot | Total number of authors or contributors to the repository |
| authors | Number of distinct authors or contributors |
| commits | Total number of commits to the repository |
| comments | Total number of comments on the repository |
| PR_open | Number of pull requests that have been opened |
| days_inactive | Number of days since the last activity on the repository |
| avg_resp_time | Average response time to issues and pull requests |
| med_resp_time | Median response time to issues and pull requests |
| avg_longevity_days | Average developer longevity in days |
| language: | Programming language used in the repository |
| created_since: | Number of days since the repository was created |
| updated_since: | Number of days since the repository was last updated |
| contributor_count: | Number of contributors to the repository |
| org_count: | Number of organizations or groups associated with the repository |
| commit_frequency: | Average commit frequency (commits per day) |
| recent_releases_count: | Number of recent releases or version updates |
| updated_issues_count: | Number of recently updated issues |
| closed_issues_count: | Number of closed issues in the repository |
| comment_frequency: | Average comment frequency (comments per day) |
| dependents_count: | Number of dependent projects or repositories |
| criticality_score: | A score representing the criticality of the repository |
| alexa_rank | Alexa website ranking for the primary website (if available) |
| geo_rmse | Geographic timezone distribution Root Mean Square Error (RMSE) |
| geo_mae | Geographic timezone distribution Mean Absolute Error (MAE) |