Adding dataset

.gitattributes

@@ -35,3 +35,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.mp3 filter=lfs diff=lfs merge=lfs -text
 *.ogg filter=lfs diff=lfs merge=lfs -text
 *.wav filter=lfs diff=lfs merge=lfs -text
+*.xmi filter=lfs diff=lfs merge=lfs -text
+*.tsv filter=lfs diff=lfs merge=lfs -text

Annotated Student Feedback Data/Annotator_1/Annotated_part_1/Final_Dataset_tsv.xmi

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd4334873eb397d6b150a7e049d103b703aef88c2debc73e8c73a4439310a226
+size 10764998

Annotated Student Feedback Data/Annotator_1/Annotated_part_1/webanno5003434294313196640export.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:298fa601e78ec5ec38549d2af2d1c4a7db8cca751b7e20251b49730e41d97471
+size 1603557

Annotated Student Feedback Data/Annotator_1/Annotated_part_2/ratemy_professor_data_from_sorted_list_shuffle_1.xmi

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcf036ccf07f787901dc3329a8356f27b566f031c23fc7b3736366b8d900d427
+size 2380427

Annotated Student Feedback Data/Annotator_1/Annotated_part_2/webanno4992351798179670315export.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:122d40ecd720513f6ea7a80bd2cc4d32947fa1777a436e7987f3147f6ae3130c
+size 366074

Annotated Student Feedback Data/Annotator_1/towe-eacl_recreation_data_set/defomative comment removed/train.tsv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e3a2a5545f6ac527291fa22dfe3c308db06ff6f148ebafe08183e9121fa99f8
+size 3303387

Annotated Student Feedback Data/Annotator_1/towe-eacl_recreation_data_set/less than 100 lengthy comment/test.tsv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc83f5c1b7cc6ae27230f191f0bb9cc3658db95fa078e54f49aa28a2efbec498
+size 1112826

Annotated Student Feedback Data/Annotator_1/towe-eacl_recreation_data_set/less than 100 lengthy comment/train.tsv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a28368bf272300d9b2ceb07f65f8c88098bd8c8b589a2864f3465de80334d284
+size 2898769

Annotated Student Feedback Data/Annotator_1/towe-eacl_recreation_data_set/test.tsv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0745cba9207b31491987651285448bcf3a8e01f0372e2c957ff65b280bf469cc
+size 666315

Annotated Student Feedback Data/Annotator_1/towe-eacl_recreation_data_set/train.tsv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29cf314967a8906b4728ffac3deddee595fd48aef531dfae421d5362d85b5335
+size 4106734

Annotated Student Feedback Data/Annotator_2/Annotated_part_3/Final_Dataset_tsv.xmi

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35bcd8249cfb11b51c1a144e572826689d153d4dd61d72a924df0a5995e12c11
+size 10462975

Annotated Student Feedback Data/Annotator_2/Annotated_part_3/webanno6789817628243961932export.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e5b53de230c292cf74dc0fc56b4baf0b6d0eb23e268644977babc945b7f1565
+size 1561885

Annotated Student Feedback Data/Annotator_2/Annotated_part_4/ratemy_professor_data_from_sorted_list_shuffle_1.xmi

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e5bb6a4bdcd48c4ba48eafbb60e734e3e0ea7c25c122d2dac7b0951e0da91e3
+size 2656011

Annotated Student Feedback Data/Annotator_2/Annotated_part_4/webanno14967680311112022144export.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6db485067927be9f2e0909cdfa54999ee99ab62bf7d66d4a736335f15fc46ae3
+size 402028

Annotated Student Feedback Data/Annotator_2/Annotated_part_5/additional_100_of_rate_my_proffesor.xmi

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8d20d92d587e2f765a94362fd6eda283df5e115239d5a8fc19579fbb0bf792c
+size 261886

Annotated Student Feedback Data/Annotator_2/Annotated_part_5/webanno17213514329318721792export.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b14e8128bd176999555e600789f82fe08e9c72621ab3a6d309e0d5e7aac46dd
+size 46917

Annotated Student Feedback Data/Annotator_3/Annotated_part_6/Final_Dataset_tsv.xmi

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4bdd97810d51009bd396c546d120d31657ef4e122c7961cf1d9de7af8b90780
+size 10853108

Annotated Student Feedback Data/Annotator_3/Annotated_part_6/webanno11062947647141763257export.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0417d78020cd7498f238e8da331627916d1fb0d79f52ab71e276dd36ced31bd
+size 1612704

README.md

@@ -1,3 +1,26 @@
----
-license: osl-3.0
----
+# README 
+## Annotated Student Feedback
+This resource contains 3000 student feedback data that have been annotated for aspect terms, opinion terms, polarities of the opinion terms towards targeted aspects, document-level opinion polarities, and sentence separations.
+
+### Folder Structure of the resource,
+
+```bash
+    └───Annotated Student Feedback Data
+    ├───Annotator_1
+    │   ├───Annotated_part_1
+    │   ├───Annotated_part_2
+    │   └───towe-eacl_recreation_data_set
+    │       ├───defomative comment removed
+    │       └───less than 100 lengthy comment
+    ├───Annotator_2
+    │   ├───Annotated_part_3
+    │   ├───Annotated_part_4
+    │   └───Annotated_part_5
+    └───Annotator_3
+        └───Annotated_part_6
+```
+
+Each Annotated_part_# folders contain three files. Those are in XMI, XML, and ZIP formats. 
+XMI files contain the annotated student feedback data and XML files contain tagsets used for annotation.
+
+Find the code for reading data from XML and XMI files in `code_for_read_annotated_data.py`

code_for_read_annotated_data.py

@@ -0,0 +1,40 @@
+from cassis import *
+import csv
+from nltk.tokenize import word_tokenize
+
+sentence_id = 0
+number = 0
+
+max_length = 0
+min_length = 10000
+sum_length = 0
+count = 0
+
+annotator_1 = [['Annotator_1','Annotated_part_1','Final_Dataset_tsv'],['Annotator_1','Annotated_part_2','ratemy_professor_data_from_sorted_list_shuffle_1']]
+annotator_2=[['Annotator_3','Annotated_part_6','Final_Dataset_tsv']]
+annotator_3 = [['Annotator_2','Annotated_part_3','Final_Dataset_tsv'],['Annotator_2','Annotated_part_4','ratemy_professor_data_from_sorted_list_shuffle_1'],['Annotator_2','Annotated_part_5','additional_100_of_rate_my_proffesor']]
+annotators = [annotator_1,annotator_2,annotator_3]
+path_for_folder = "./Annotated Student Feedback Data/"    ## change this path to "Annotated Student Feedback Data" folder
+
+with open(path_for_folder+'Annotator_3/Annotated_part_6/TypeSystem.xml', 'rb') as f: # get all annotated tagsets
+  typesystem_tmp = load_typesystem(f)
+for annotator in annotators:
+  for path_for_data in annotator:  
+
+
+    with open('/content/drive/Shareddrives/FYP/Annotated Data/'+path_for_data[0]+'/'+path_for_data[1]+'/'+path_for_data[2]+'.xmi', 'rb') as f:  #read all annotated dataset one by one
+      doc_tmp = load_cas_from_xmi(f, typesystem=typesystem_tmp)
+
+    data = doc_tmp.sofa_string
+    for (_, sentence) in enumerate(doc_tmp.select('webanno.custom.'+"Document_levelopinion")):  #_to get sentences seperately
+      if sentence.Document_levelopinion != None:
+        count +=1
+        length = len(word_tokenize(sentence.get_covered_text()))
+        sum_length += (length)
+        if length > max_length:
+          max_length = length
+        if length < min_length:
+          min_length = length
+print("max = ",max_length)
+print("min = ",min_length)
+print("sum = ",sum_length/count)