updated readme

.gitattributes

@@ -56,3 +56,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+*.csv filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text

README.md

@@ -5,8 +5,8 @@ task_categories:
 language:
   - en
 tags:
-- Disaster
-- Crisis Informatics
+  - Disaster
+  - Crisis Informatics
 pretty_name: 'CrisisMMD: Multimodal Twitter Datasets from Natural Disasters'
 size_categories:
   - 10K<n<100K
@@ -20,27 +20,35 @@ dataset_info:
     - name: test
       num_examples: 2237
   features:
-    event_name:
+    - name: event_name
       dtype: string
       description: "Name of the disaster event, such as 'hurricane_maria'."
-    tweet_id:
+    - name: tweet_id
       dtype: int64
       description: "Unique identifier for the tweet."
-    image_id:
+    - name: image_id
       dtype: string
       description: "Unique identifier for the image associated with the tweet."
-    tweet_text:
+    - name: tweet_text
       dtype: string
       description: "The text content of the tweet."
-    image_path:
+    - name: image_path
       dtype: string
       description: "File path to the image."
-    image:
+    - name: image
       dtype: image
       description: "Image data loaded directly from file."
-    label:
+    - name: label
       dtype: classlabel
-      names: ["affected_individuals","infrastructure_and_utility_damage","injured_or_dead_people","missing_or_found_people","not_humanitarian","other_relevant_information","rescue_volunteering_or_donation_effort","vehicle_damage"]
+      names:
+        - affected_individuals
+        - infrastructure_and_utility_damage
+        - injured_or_dead_people
+        - missing_or_found_people
+        - not_humanitarian
+        - other_relevant_information
+        - rescue_volunteering_or_donation_effort
+        - vehicle_damage
       description: "Humanitarian classification label for the tweet."
 - config_name: informative
   splits:
@@ -51,27 +59,29 @@ dataset_info:
     - name: test
       num_examples: 2237
   features:
-    event_name:
+    - name: event_name
       dtype: string
       description: "Name of the disaster event, such as 'hurricane_maria'."
-    tweet_id:
+    - name: tweet_id
       dtype: string
       description: "Unique identifier for the tweet."
-    image_id:
+    - name: image_id
       dtype: string
       description: "Unique identifier for the image associated with the tweet."
-    tweet_text:
+    - name: tweet_text
       dtype: string
       description: "The text content of the tweet."
-    image_path:
+    - name: image_path
       dtype: string
       description: "File path to the image."
-    image:
+    - name: image
       dtype: image
       description: "Image data loaded directly from file."
-    label:
+    - name: label
       dtype: classlabel
-      names: ["informative", "not_informative"]
+      names:
+        - informative
+        - not_informative
       description: "Informativeness classification label for the tweet."
 - config_name: damage
   splits:
@@ -82,27 +92,30 @@ dataset_info:
     - name: test
       num_examples: 529
   features:
-    event_name:
+    - name: event_name
       dtype: string
       description: "Name of the disaster event, such as 'hurricane_maria'."
-    tweet_id:
+    - name: tweet_id
       dtype: string
       description: "Unique identifier for the tweet."
-    image_id:
+    - name: image_id
       dtype: string
       description: "Unique identifier for the image associated with the tweet."
-    tweet_text:
+    - name: tweet_text
       dtype: string
       description: "The text content of the tweet."
-    image_path:
+    - name: image_path
       dtype: string
       description: "File path to the image."
-    image:
+    - name: image
       dtype: image
       description: "Image data loaded directly from file."
-    label:
+    - name: label
       dtype: classlabel
-      names: ["little_or_no_damage", "mild_damage", "severe_damage"]
+      names:
+        - little_or_no_damage
+        - mild_damage
+        - severe_damage
       description: "Damage severity classification label for the tweet."
 configs:
 - config_name: humanitarian
@@ -113,24 +126,24 @@ configs:
       path: humanitarian/dev.json
     - split: test
       path: humanitarian/test.json
-
-- config_name: humanitarian
+- config_name: informative
   data_files:
     - split: train
-      path: humanitarian/train.json      
+      path: informative/train.json
     - split: dev
-      path: humanitarian/dev.json
+      path: informative/dev.json
     - split: test
-      path: humanitarian/test.json
-- config_name: humanitarian
+      path: informative/test.json
+- config_name: damage
   data_files:
     - split: train
-      path: humanitarian/train.json
+      path: damage/train.json
     - split: dev
-      path: humanitarian/dev.json
+      path: damage/dev.json
     - split: test
-      path: humanitarian/test.json
+      path: damage/test.json
 ---
+
 # CrisisMMD: Multimodal Twitter Datasets from Natural Disasters
 
 The **CrisisMMD** multimodal Twitter dataset consists of several thousand manually annotated tweets and images collected during seven major natural disasters, including earthquakes, hurricanes, wildfires, and floods from 2017. The dataset includes three types of annotations:

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