[PYTHON] Let's turn PES data analysis software into a web application! Second step!
We will automate the data analysis of PES! Part6
■ Introduction
- Thank you ** Yajun **.
Long time no see. Recently I added "e-sports engineer" to the name of twitter!
You said you won! !! Lol
■ Contents of this article
- This time, ** "Introduction of extended contents of PES data analysis application" **.
- The app is written in Python. ■ Reference URL
■ How much has the app evolved? ??
- The following functions have been expanded from the previous article.
- Adjusted so that all graphs can be created with just a click
- Creating a data entry section
- Creating a list of each parameter of the match result (Gauge Chart)
- Creating a list of each parameter of the match result (Radar Chart)
- Ball capture / lost heatmap creation
▼ App operation
- I don't have any knowledge of UI / UX design, so I just divided each graph into tabs.
The tabs are arranged as follows, paying attention only to the user-operated leads.
- Read data
- List of average values of all parameters of match results
- Scatter plot to see the variance of each parameter of the match result
- Ball capture and ball lost heatmap
- The Dataset example included in "Read data" will also be released! (This is the result of 30 games of me Yajun ... Teru)
For information on how to read each graph, see Past Articles and Masataro's Analysis Report. Please check% A7% A3% E6% 9E% 90% E7% B5% 90% E6% 9E% 9C_Masataro% E9% 81% B8% E6% 89% 8B.pdf? Dl = 0).
■ Data gathered when messed up
- Thanks to all the testers, we have accumulated data ♪
That ** mayageka ** also joined us as a tester in a hurry! Lol
We have created and provided a data analysis report to the testers who participated.
Thanks to the kindness of ** Masataro **, we have given permission to publish the report![▶ Click if you are interested](https://www.dropbox.com/s/zqeo69ugst6jfdx/%E8%A7%A3%E6%9E%90%E7%B5%90%E6%9E%9C_Masataro%E9% 81% B8% E6% 89% 8B.pdf? Dl = 0)
▼ Report image
■ Scheduled release
- I've grown up to this point, so I'm thinking of releasing it.
The target is within one month after the release of PES 2021.
I took an inventory of the remaining tasks to complete.
This project is managed by git. (The source code is private ♡)
Recommended for those who want to develop in a personal project! !!
■ Remaining tasks
- ** ① Move data management from csv file to SQL **
- Server rental is required and it costs money ~. Do you have an angel investor? Lol
- ** ② User authentication function **
- As long as data is managed by SQL, it is necessary to ensure the confidentiality of other people's data.
Rivals look at the data without permission! I'm scared, lol
- ** ③ Public relations activities with Konami **
- This may be the most difficult.
I don't like rubbing, so I will align the scope of activities recognized as the person in charge of Konami.
I wonder if there is an angel who can connect with the person in charge of Konami. .. ..
- ** ④ Evaluation by tester **
- Until now, we have evaluated the data of testers, but we have to ask the testers to evaluate this application.
- ** ⑤ Explanation of how to read the graph **
- This app has eliminated the barrier that requires the skill of "programming" to "make graphs".
The rest removes the barrier that requires "mathematical" skills of "reading graphs".
■ At the end
-
Did you enjoy it?
When it's released, I definitely want everyone to use it!
If used, it will be my achievement as an engineer.
-
As an aside, I started to change jobs!
We match industry research with self-research.
Thanks to my daily efforts, I feel that "what I want to do" has changed to "what I can do."
It's a one-time life, so I want to realize myself not only in games but also in work!
If you are interested in me, please feel free to DM me on Twitter ♪
■ Reference URL