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+                    GNU AFFERO GENERAL PUBLIC LICENSE
+                       Version 3, 19 November 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+                            Preamble
+
+  The GNU Affero General Public License is a free, copyleft license for
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+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+                     END OF TERMS AND CONDITIONS
+
+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU Affero General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU Affero General Public License for more details.
+
+    You should have received a copy of the GNU Affero General Public License
+    along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If your software can interact with users remotely through a computer
+network, you should also make sure that it provides a way for users to
+get its source.  For example, if your program is a web application, its
+interface could display a "Source" link that leads users to an archive
+of the code.  There are many ways you could offer source, and different
+solutions will be better for different programs; see section 13 for the
+specific requirements.
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU AGPL, see
+<https://www.gnu.org/licenses/>.

README.md

@@ -1,3 +1,158 @@
----
-license: agpl-3.0
----
+# WT-DATA-PROJECT.DATA
+Data collected in wt-data-project.
+
+<table>
+    <tr>
+        <th>Repository</th>
+        <th>Info</th>
+    </tr>
+    <tr>
+        <td><a href="https://github.com/ControlNet/wt-data-project.data">wt-data-project.data</a></td>
+        <td>
+            <img src="https://img.shields.io/github/forks/ControlNet/wt-data-project.data?style=flat-square" alt="">
+            <img src="https://img.shields.io/github/stars/ControlNet/wt-data-project.data?style=flat-square" alt="">
+            <img src="https://img.shields.io/github/last-commit/ControlNet/wt-data-project.data/master?style=flat-square" alt="">
+        </td>
+    </tr>
+    <tr>
+        <td><a href="https://github.com/ControlNet/wt-data-project.web">wt-data-project.web</a></td>
+        <td>
+            <img src="https://img.shields.io/github/forks/ControlNet/wt-data-project.web?style=flat-square" alt="">
+            <img src="https://img.shields.io/github/stars/ControlNet/wt-data-project.web?style=flat-square" alt="">
+            <img src="https://img.shields.io/github/last-commit/ControlNet/wt-data-project.web?style=flat-square" alt="">
+            <img src="https://img.shields.io/website?style=flat-square&up_message=online&url=https%3A%2F%2Fwt.controlnet.space" alt="">
+        </td>
+    </tr>
+    <tr>
+        <td><a href="https://github.com/ControlNet/wt-data-project.visualization">wt-data-project.visualization</a></td>
+        <td>
+            <img src="https://img.shields.io/github/forks/ControlNet/wt-data-project.visualization?style=flat-square" alt="">
+            <img src="https://img.shields.io/github/stars/ControlNet/wt-data-project.visualization?style=flat-square" alt="">
+            <img src="https://img.shields.io/github/last-commit/ControlNet/wt-data-project.visualization/master?style=flat-square" alt="">
+        </td>
+    </tr>
+</table>
+
+## Visualization
+The visualization part is in this [webpage](https://wt.controlnet.space).
+
+## Other links
+The dataset is also hosted on [Kaggle](https://www.kaggle.com/datasets/controlnet999/wt-data-project).
+
+## Time-series RB battle ranks data
+File `rb_ranks_1.csv`: containing a time-series from 2019-11-22 until now, and grouped as battle rating ranges = 1.0.
+
+File `rb_ranks_0.csv`: time-series data for each battle rating and nation
+
+File `rb_ranks_all.csv`: time-series data for each nation, aggregated by all battle ratings
+
+The overall stats is calculated with weighted average, and the weight is the `battles` in thunderskill data.
+
+### Content
+ * nation: USA, USSR...
+ * cls: Aviation, Ground_vehicles, Fleet
+ * date: 2020-08-13, 2020-05-10...
+ * rb_br: 9.7 ~ 10.7
+ * rb_lower_br: 9.7
+ * rb_battles_sum 
+ * rb_battles_mean 
+ * rb_win_rate 
+ * rb_air_frags_per_battle 
+ * rb_air_frags_per_death 
+ * rb_ground_frags_per_battle 
+ * rb_ground_frags_per_death
+
+## Thunderskill data
+Directory `ts`: containing content from [thunderskill](http://thunderskill.com/en)
+
+#### Content
+ * name: ts url name
+ * ab_battles 
+ * ab_win_rate 
+ * ab_air_frags_per_battle 
+ * ab_air_frags_per_death 
+ * ab_ground_frags_per_battle 
+ * ab_ground_frags_per_death 
+ * rb_battles 
+ * rb_win_rate 
+ * rb_air_frags_per_battle 
+ * rb_air_frags_per_death 
+ * rb_ground_frags_per_battle 
+ * rb_ground_frags_per_death 
+ * sb_battles 
+ * sb_win_rate 
+ * sb_air_frags_per_battle 
+ * sb_air_frags_per_death 
+ * sb_ground_frags_per_battle 
+ * sb_ground_frags_per_death 
+ * alt_name: alternative name
+
+## War Thunder Wiki data
+Directory `wk`: containing content from [war thunder wiki](https://wiki.warthunder.com/)
+
+#### Content
+ * name: displayed name in wiki page
+ * nation: USA, USSR...
+ * cls: Aviation, Ground_vehicles, Fleet
+ * ab_br 
+ * rb_br 
+ * sb_br 
+ * ab_repair
+ * rb_repair 
+ * sb_repair 
+ * is_premium: True if the vehicle is premium else False
+ * ab_rp_rate 
+ * ab_sl_rate 
+ * rb_rp_rate 
+ * rb_sl_rate 
+ * sb_rp_rate 
+ * sb_sl_rate
+ 
+## Joined data
+Directory `joined`
+
+To utilize both the battle stats like `rb_win_rate` and the information of `nation` and `rb_br`, the joined data is 
+joined by the Thunderskill data and WT Wiki data.
+
+Please acknowledge the join process is not perfectly accurate. Please report if there is any join issue.
+
+#### Content
+**TS Part**
+ * name: ts url name
+ * ab_battles 
+ * ab_win_rate 
+ * ab_air_frags_per_battle 
+ * ab_air_frags_per_death 
+ * ab_ground_frags_per_battle 
+ * ab_ground_frags_per_death 
+ * rb_battles 
+ * rb_win_rate 
+ * rb_air_frags_per_battle 
+ * rb_air_frags_per_death 
+ * rb_ground_frags_per_battle 
+ * rb_ground_frags_per_death 
+ * sb_battles 
+ * sb_win_rate 
+ * sb_air_frags_per_battle 
+ * sb_air_frags_per_death 
+ * sb_ground_frags_per_battle 
+ * sb_ground_frags_per_death 
+ * alt_name: alternative name
+
+**Wiki Part**
+ * wk_name: displayed name in wiki page
+ * nation: USA, USSR...
+ * cls: Aviation, Ground_vehicles, Fleet
+ * ab_br 
+ * rb_br 
+ * sb_br 
+ * ab_repair 
+ * rb_repair 
+ * sb_repair 
+ * is_premium: True if the vehicle is premium else False
+ * ab_rp_rate 
+ * ab_sl_rate 
+ * rb_rp_rate 
+ * rb_sl_rate 
+ * sb_rp_rate 
+ * sb_sl_rate

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