# Final **Repository Path**: ycs-lxy/final ## Basic Information - **Project Name**: Final - **Description**: Final Project Template Repo for DA402 2025 - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 73 - **Created**: 2025-06-07 - **Last Updated**: 2025-06-24 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # Open Source Project Analysis Report Report generation time: 6/24/2025 ## Repository Information ### ratel - Gitee URL: https://gitee.com/ainilili/ratel - Python Script: report-ratel.py - Markdown Report: report-ratel.md - Cache File: commit_stats.txt - Cloned Directory: ratel ### SteamTools - Gitee URL: https://gitee.com/rmbgame/SteamTools - Python Script: report-SteamTools.py - Markdown Report: report-SteamTools.md - Cache File: commit_stats.txt - Cloned Directory: SteamTools ## Reasons for Repository Selection ### ratel The `ratel` project was chosen for analysis as it may represent a certain type of software development model or technology stack. By analyzing this project, we can understand the development collaboration characteristics and evolution trajectory of similar projects. ### SteamTools `SteamTools` was selected because it is widely used and has a large user base. Analyzing this project helps us understand the development and maintenance patterns of large - scale open - source projects, as well as the quality control processes and continuous delivery practices involved. ## Basic Visualization Charts ### ratel Basic Charts #### TOP 10 Contributors ![Top Contributors](visuals/ratel_top_contributors.png) This chart displays the 10 most active contributors to the `ratel` project and their commit counts. As shown in the figure, Nico has the most commits with 98, followed by nico with 89 commits. This indicates that these two contributors play a crucial role in the development of the `ratel` project. #### Commit Activity Over Last 12 Months ![Monthly Activity](visuals/ratel_monthly_activity.png) This line chart shows the development activity trend of the `ratel` project over the past year. We can observe the fluctuations in the number of commits each month, which can help us understand the project's development rhythm. #### Commit Activity by Day of the Week ![Weekday Activity](visuals/ratel_weekday_activity.png) This bar chart analyzes commit patterns across different weekdays. It can be seen from the figure that the number of commits on weekdays is generally higher than that on weekends, which is consistent with the general development work pattern. #### Cumulative Commit Growth ![Cumulative Commits](visuals/ratel_cumulative_commits.png) This line chart displays the cumulative growth of commits since the `ratel` project's inception. The cumulative number of commits increases over time, reflecting the continuous development of the project. #### Distribution of Lines Changed per Commit ![Lines Changed](visuals/ratel_lines_changed.png) This box plot analyzes the distribution of code line changes per commit. It helps us understand the scale of code changes in each commit. #### Distribution of Files Changed per Commit ![Files Changed](visuals/ratel_files_changed.png) This box plot analyzes the distribution of the number of files involved in each commit. It provides insights into the scope of each commit in terms of file changes. ### SteamTools Basic Charts #### TOP 10 Contributors ![Top 10 Contributors](visuals/SteamTools_top_10_contributors.png) This chart shows the top 10 contributors to the `SteamTools` project and their commit counts, highlighting the key contributors in the project's development. #### Commit Activity Over Last 12 Recorded Months ![Commit Activity Over Last 12 Recorded Months](visuals/SteamTools_commit_activity_last_12_months.png) This line chart presents the development activity trend of the `SteamTools` project in the past 12 months, allowing us to analyze the project's recent development dynamics. #### Commit Activity by Day of the Week ![Commit Activity by Day of the Week](visuals/SteamTools_commit_activity_by_day.png) This bar chart analyzes the commit patterns of the `SteamTools` project on different weekdays, showing the distribution of development work throughout the week. #### Cumulative Commit Growth ![Cumulative Commit Growth](visuals/SteamTools_cumulative_commit_growth.png) This line chart depicts the cumulative growth of commits in the `SteamTools` project from its start, reflecting the long - term development progress of the project. #### Distribution of Lines Changed Per Commit ![Distribution of Lines Changed Per Commit](visuals/SteamTools_lines_changed_per_commit.png) This box plot summarizes the distribution of the total number of lines changed per commit in the `SteamTools` project, helping us understand the scale of code changes in each commit. #### Distribution of Files Changed Per Commit ![Distribution of Files Changed Per Commit](visuals/SteamTools_files_changed_per_commit.png) This box plot analyzes the distribution of the number of files changed per commit in the `SteamTools` project, providing information on the scope of each commit in terms of file changes. ## Comparative Analysis Report ### Cross - Repository Analysis Findings #### Development Activity Difference The `SteamTools` project has a significantly higher total number of commits (5172) compared to the `ratel` project (295), indicating a faster development pace for `SteamTools`. This can also be seen from the cumulative commit growth comparison chart. ![Cumulative Commit Growth Comparison](visuals/cumulative_commit_growth_comparison.png) #### Contributor Concentration The `ratel` project has fewer contributors (27), and the top contributors may have a relatively high concentration of work. In contrast, the `SteamTools` project has 31 contributors, suggesting a more diverse contributor base. #### Commit Pattern Difference By comparing the distribution of lines changed per commit in both projects, we can find that the `SteamTools` project may have more frequent small - scale code changes, while the `ratel` project may have a relatively higher proportion of larger - scale code changes. #### Work Time Difference Although the specific data is not shown in the current files, we can further analyze the commit time data to find out if there are differences in the peak commit periods between the two projects, which may reflect different work habits. ### Key Insights #### Project Maturity Difference The `SteamTools` project is in a more active development stage due to its large number of commits and continuous growth. The `ratel` project may be in a relatively stable stage or have entered a maintenance phase considering its relatively small number of commits. #### Development Culture Comparison The `SteamTools` project may adopt a development culture of continuous integration with more frequent small - scale code changes. The `ratel` project may have a more centralized development model with larger - scale functional updates. #### Community Participation The `SteamTools` project has more contributors, indicating broader community involvement. The `ratel` project may rely more on the core team. ### Comparative Report Basic Charts #### Cumulative Commit Growth Comparison ![Cumulative Commit Growth Comparison](visuals/cumulative_commit_growth_comparison.png) This chart shows the commit growth trends of the two projects over time, allowing us to directly compare their development speeds. #### Total Commits Comparison A grouped bar chart can be used to compare the total number of commits for each analyzed repository. Although the corresponding image is not provided in the current files, the difference in the total number of commits between the `SteamTools` and `ratel` projects can be clearly seen from the data (5172 for `SteamTools` and 295 for `ratel`). ## Conclusion and Innovations This report reveals significant differences between the two open - source projects, `SteamTools` and `ratel`, in terms of development models, team collaboration, and project health through in - depth analysis: ### Development Models `SteamTools` adopts a development model of high - frequency small - scale iterations, while `ratel` tends to focus on centralized large functional updates. ### Team Collaboration `SteamTools` has a broader contributor base, while `ratel` relies more on the efficient collaboration of the core team. ### Project Health `SteamTools` is in a rapid development stage, while `ratel` has entered a relatively stable maintenance period. ### Innovative Insights By comparing the various visualization charts of the two projects, we can reveal the team work habits and project development cultures. For example, the commit activity by day of the week charts can show the work rhythm, and the distribution of lines changed per commit charts can reflect the scale of code changes in each project. ### Innovations of this report include - **Multi - dimensional Analysis**: Combining basic metrics (such as total commits, number of contributors) with in - depth statistics (distribution of code changes) to provide a comprehensive project health assessment. - **Innovative Visualization**: Using various types of charts such as line charts, bar charts, and box plots to reveal hidden development patterns. - **Cross - project Comparison**: Revealing operational differences between different open - source projects through systematic comparative analysis. - **Automated Processes**: The use of Python scripts (`report - ratel.py`, `report - SteamTools.py`, `compare.py`) to ensure the reproducibility and accuracy of results. These insights help understand the operational models of different open - source projects and provide valuable reference information for contributors and maintainers.