Update README.md

README.md

@@ -47,7 +47,7 @@ dataset_info:
     - name: train
       num_bytes: 39817704
       num_examples: 169109
-    - name: val
+    - name: validation
       num_bytes: 4977163
       num_examples: 21139
     - name: test
@@ -66,15 +66,32 @@ Other metadata include event type, source dataset etc.
 
 Source Datasets:
 
-  - Kaggle 1 - [URL](https://www.kaggle.com/datasets/jannesklaas/disasters-on-social-media) - 951
-  - Kaggle 2 - [URL](https://www.kaggle.com/datasets/vstepanenko/disaster-tweets) - 579
-  - Kaggle 3 - [URL](https://www.kaggle.com/datasets/sidharth178/disaster-response-messages) - 3782
-  - Zahra et al. - [URL](https://doi.org/10.1016/j.ipm.2019.102107) - 6494
-  - CrisisMMD - [URL](https://arxiv.org/abs/1805.00713) - 11043
-  - Alam et al. - [URL](https://arxiv.org/abs/1805.05151) - 11133
-  - CrisisLexT26 - [URL](https://doi.org/10.1145/2675133.2675242) - 14998
-  - Imran et al. - [URL](https://aclanthology.org/L16-1259) - 16549
-  - CrisisLexT6 - [URL](https://doi.org/10.1609/icwsm.v8i1.14538) - 22672
-  - HumAID - [URL](https://doi.org/10.1609/icwsm.v15i1.18116) - 42837
-  - CrisisBench - [URL](https://doi.org/10.1609/icwsm.v15i1.18115) - 31158
-  - ArchiveTeam - [URL](https://archive.org/details/twitterstream) - 49191 (Not informative tweets)
+|                                         **Name**                                         | **Count** |
+|:----------------------------------------------------------------------------------------:|:---------:|
+|  Kaggle 1 - [URL](https://www.kaggle.com/datasets/jannesklaas/disasters-on-social-media) |    951    |
+|       Kaggle 2 - [URL](https://www.kaggle.com/datasets/vstepanenko/disaster-tweets)      |    579    |
+| Kaggle 3 - [URL](https://www.kaggle.com/datasets/sidharth178/disaster-response-messages) |    3782   |
+|              Zahra et al. - [URL](https://doi.org/10.1016/j.ipm.2019.102107)             |    6494   |
+|                    CrisisMMD - [URL](https://arxiv.org/abs/1805.00713)                   |   11043   |
+|                   Alam et al. - [URL](https://arxiv.org/abs/1805.05151)                  |   11133   |
+|               CrisisLexT26 - [URL](https://doi.org/10.1145/2675133.2675242)              |   14998   |
+|                  Imran et al. - [URL](https://aclanthology.org/L16-1259)                 |   16549   |
+|               CrisisLexT6 - [URL](https://doi.org/10.1609/icwsm.v8i1.14538)              |   22672   |
+|                 HumAID - [URL](https://doi.org/10.1609/icwsm.v15i1.18116)                |   42837   |
+|              CrisisBench - [URL](https://doi.org/10.1609/icwsm.v15i1.18115)              |   31158   |
+|              ArchiveTeam - [URL](https://archive.org/details/twitterstream)              |   49191   |
+|                                         **Total**                                        |   211387  |
+
+Event counts:
+
+|  **Type**  | **Non-Informative** | **Informative** | **Total** |
+|:----------:|:-------------------:|:---------------:|:---------:|
+|   Unknown  |        61880        |      14740      |   76620   |
+|    Storm   |        20944        |      47301      |   68245   |
+|    Flood   |        13104        |      14637      |   27741   |
+| Earthquake |         7844        |      15549      |   23393   |
+|    Fire    |         2343        |       8595      |   10938   |
+|  Landslide |         2392        |       384       |    2776   |
+|  Meteorite |         193         |       545       |    738    |
+|    Haze    |          51         |       503       |    554    |
+|   Volcano  |         243         |       139       |    382    |