Update README.md
Browse files
README.md
CHANGED
|
@@ -8,4 +8,39 @@ tags:
|
|
| 8 |
- mental-health
|
| 9 |
size_categories:
|
| 10 |
- 1B<n<10B
|
| 11 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
- mental-health
|
| 9 |
size_categories:
|
| 10 |
- 1B<n<10B
|
| 11 |
+
---
|
| 12 |
+
# Dataset Card for Dataset Name
|
| 13 |
+
|
| 14 |
+
<!-- Provide a quick summary of the dataset. -->
|
| 15 |
+
CARMA is the firt comprehensive dataset for mental health analysis in Arabic. The data encompases seven mental health conditions some of which have never been discussed
|
| 16 |
+
previously in Arabic literature such as OCD, PTSD, and ADHD.
|
| 17 |
+
|
| 18 |
+
Provided is a sample of the dataset. Access to full data is granted upon signing a Data Usage Agreement explaining how the data will be used.
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
## Uses
|
| 22 |
+
|
| 23 |
+
<!-- Address questions around how the dataset is intended to be used. -->
|
| 24 |
+
CARMA aids in analysis and detection of several mental health conditions prevalent in Arab communities. The existence of a control group
|
| 25 |
+
allows further experimentation that serve as basis for detecting the diagnosed conditions based on linguistic data.
|
| 26 |
+
|
| 27 |
+
|
| 28 |
+
## Dataset Structure
|
| 29 |
+
Dataset structure is based on the post-level, with each row representing a unique post with its text, meta data, and author information and the
|
| 30 |
+
groupd truth label (obtained through self-reported diagnosis algorithm). The provided sample does not have all columns for privacy purposes.
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
### Source Data
|
| 34 |
+
Dataset is curated from most active Arabic communities on Reddit.
|
| 35 |
+
|
| 36 |
+
#### Data Collection and Processing
|
| 37 |
+
Data went through rigorous preprocessing pipeline to remove noisy content, specially non-arabic content. Explicit mental health content was also
|
| 38 |
+
removed from the dataset to enhance it's integirty.
|
| 39 |
+
|
| 40 |
+
|
| 41 |
+
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
|