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README.md

@@ -1,93 +1,6 @@
 ---
-language_creators:
-- found
-language: pl
-multilinguality: monolingual
-size_categories: 100K<n<1M
-source_datasets:
-- original
-pretty_name: Polish Court Judgments Raw
-tags:
-- polish court
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-dataset_info:
-  features:
-  - name: _id
-    dtype: string
-  - name: signature
-    dtype: string
-  - name: date
-    dtype: string
-  - name: publicationDate
-    dtype: string
-  - name: lastUpdate
-    dtype: string
-  - name: courtId
-    dtype: string
-  - name: departmentId
-    dtype: string
-  - name: type
-    dtype: string
-  - name: excerpt
-    dtype: string
-  - name: content
-    dtype: string
-  - name: chairman
-    dtype: string
-  - name: decision
-    dtype: 'null'
-  - name: judges
-    sequence: string
-  - name: legalBases
-    sequence: string
-  - name: publisher
-    dtype: string
-  - name: recorder
-    dtype: string
-  - name: references
-    sequence: string
-  - name: reviser
-    dtype: string
-  - name: themePhrases
-    sequence: string
-  - name: num_pages
-    dtype: int64
-  - name: text
-    dtype: string
-  - name: vol_number
-    dtype: int64
-  - name: vol_type
-    dtype: string
-  - name: court_name
-    dtype: string
-  - name: department_name
-    dtype: string
-  - name: text_legal_bases
-    list:
-    - name: address
-      dtype: string
-    - name: art
-      dtype: string
-    - name: isap_id
-      dtype: string
-    - name: text
-      dtype: string
-    - name: title
-      dtype: string
-  - name: thesis
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 23399448600
-    num_examples: 408423
-  download_size: 10265453227
-  dataset_size: 23399448600
+{}
 ---
-
 # Dataset Card for [JuDDGES/pl-court-raw](https://huggingface.co/datasets/JuDDGES/pl-court-raw)
 
 ## Table of Contents
@@ -118,10 +31,10 @@ dataset_info:
 
 ## Dataset Description
 
-- **Homepage: TBA**
-- **Repository: [github](https://github.com/pwr-ai/JuDDGES)**
-- **Paper:  TBA**
-- **Point of Contact: lukasz.augustyniak@pwr.edu.pl; jakub.binkowski@pwr.edu.pl; albert.sawczyn@pwr.edu.pl**
+* **Homepage: TBA**
+* **Repository: https://github.com/pwr-ai/JuDDGES**
+* **Paper:  TBA**
+* **Point of Contact: lukasz.augustyniak@pwr.edu.pl; jakub.binkowski@pwr.edu.pl; albert.sawczyn@pwr.edu.pl**
 
 ### Dataset Summary
 
@@ -263,7 +176,7 @@ Produced by human legal professionals (judges, court clerks). Demographics was n
 
 #### Annotation process
 
-No annotation was performed by us. All features were provided via API.
+No annotation was performed by us. All features were provided via API (anonymization and publication of the data were performed by court employees).
 
 #### Who are the annotators?
 
@@ -295,54 +208,86 @@ Pseudoanonymized to comply with GDPR (art. 4 sec. 5 GDPR).
 
 ### Licensing Information
 
-[More Information Needed]
+We license the actual packaging of these data under Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/
 
 ### Citation Information
 
-[More Information Needed]
-
-## Statistics
+TBA
+
+# Statistics
+
+### Missing values
+We identified 5,725 judgments (approximately 1%) with a missing content field. The root cause of these missing values is unknown and assumed to be due to random errors, as only error codes (e.g. 404) were observed when accessing the API during dataset curation. Given that this represents a very small fraction of the dataset, these missing values are not expected to impact the overall data quality, so we removed these judgments. Additionally, the table below displays the number and proportion of missing values across other fields in the dataset (after removing those with missing `content`).
+
+| Field name       |   Null count |   Null fraction |
+|:-----------------|-------------:|----------------:|
+| _id              |            0 |            0    |
+| signature        |            0 |            0    |
+| date             |            0 |            0    |
+| publicationDate  |            0 |            0    |
+| lastUpdate       |            0 |            0    |
+| courtId          |            0 |            0    |
+| departmentId     |            0 |            0    |
+| type             |            0 |            0    |
+| excerpt          |            0 |            0    |
+| content          |            0 |            0    |
+| chairman         |        47283 |            0.12 |
+| decision         |       408423 |            1    |
+| judges           |        39772 |            0.1  |
+| legalBases       |       113534 |            0.28 |
+| publisher        |          609 |            0    |
+| recorder         |       103675 |            0.25 |
+| references       |        40737 |            0.1  |
+| reviser          |          171 |            0    |
+| themePhrases     |       117074 |            0.29 |
+| num_pages        |            0 |            0    |
+| text             |            0 |            0    |
+| vol_number       |            0 |            0    |
+| vol_type         |            0 |            0    |
+| court_name       |          605 |            0    |
+| department_name  |          605 |            0    |
+| text_legal_bases |            0 |            0    |
+| thesis           |       369092 |            0.9  |
+
+### Analysis of selected fields
 
 
     
-![png](README_files/README_5_0.png)
+![png](README_files/README_8_0.png)
     
 
 
 
     
-![png](README_files/README_6_0.png)
+![png](README_files/README_9_0.png)
     
 
 
 
     
-![png](README_files/README_7_0.png)
+![png](README_files/README_10_0.png)
     
 
 
 
     
-![png](README_files/README_8_0.png)
+![png](README_files/README_11_0.png)
     
 
 
 
     
-![png](README_files/README_9_0.png)
+![png](README_files/README_12_0.png)
     
 
 
 
     
-![png](README_files/README_12_0.png)
+![png](README_files/README_15_0.png)
     
 
 
 
     
-![png](README_files/README_13_0.png)
+![png](README_files/README_16_0.png)
     
-## Licensing Information
-
-We license the actual packaging of these data under Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/