Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
multi-class-classification
Languages:
Danish
Size:
1K - 10K
License:
Convert dataset to Parquet
#4
by
albertvillanova
HF staff
- opened
- README.md +8 -3
- danish_political_comments.py +0 -72
- data/train-00000-of-00001.parquet +3 -0
README.md
CHANGED
@@ -35,10 +35,15 @@ dataset_info:
|
|
35 |
'4': '-2'
|
36 |
splits:
|
37 |
- name: train
|
38 |
-
num_bytes:
|
39 |
num_examples: 9008
|
40 |
-
download_size:
|
41 |
-
dataset_size:
|
|
|
|
|
|
|
|
|
|
|
42 |
---
|
43 |
|
44 |
# Dataset Card for DanishPoliticalComments
|
|
|
35 |
'4': '-2'
|
36 |
splits:
|
37 |
- name: train
|
38 |
+
num_bytes: 829561
|
39 |
num_examples: 9008
|
40 |
+
download_size: 512677
|
41 |
+
dataset_size: 829561
|
42 |
+
configs:
|
43 |
+
- config_name: default
|
44 |
+
data_files:
|
45 |
+
- split: train
|
46 |
+
path: data/train-*
|
47 |
---
|
48 |
|
49 |
# Dataset Card for DanishPoliticalComments
|
danish_political_comments.py
DELETED
@@ -1,72 +0,0 @@
|
|
1 |
-
# coding=utf-8
|
2 |
-
# Copyright 2020 HuggingFace Datasets Authors.
|
3 |
-
#
|
4 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
5 |
-
# you may not use this file except in compliance with the License.
|
6 |
-
# You may obtain a copy of the License at
|
7 |
-
#
|
8 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
9 |
-
#
|
10 |
-
# Unless required by applicable law or agreed to in writing, software
|
11 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
12 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
13 |
-
# See the License for the specific language governing permissions and
|
14 |
-
# limitations under the License.
|
15 |
-
|
16 |
-
# Lint as: python3
|
17 |
-
import datasets
|
18 |
-
|
19 |
-
|
20 |
-
_DESCRIPTION = """\
|
21 |
-
The dataset consists of 9008 sentences that are labelled with fine-grained polarity in the range from -2 to 2 (negative to postive). The quality of the fine-grained is not cross validated and is therefore subject to uncertainties; however, the simple polarity has been cross validated and therefore is considered to be more correct.
|
22 |
-
"""
|
23 |
-
_HOMEPAGE_URL = "https://github.com/steffan267/Sentiment-Analysis-on-Danish-Social-Media"
|
24 |
-
_URL = (
|
25 |
-
"https://raw.githubusercontent.com/steffan267/Sentiment-Analysis-on-Danish-Social-Media/master/all_sentences.tsv"
|
26 |
-
)
|
27 |
-
_CITATION = "https://github.com/lucaspuvis/SAM/blob/master/Thesis.pdf"
|
28 |
-
|
29 |
-
|
30 |
-
class DanishPoliticalComments(datasets.GeneratorBasedBuilder):
|
31 |
-
VERSION = datasets.Version("0.9.1")
|
32 |
-
|
33 |
-
def _info(self):
|
34 |
-
return datasets.DatasetInfo(
|
35 |
-
description=_DESCRIPTION,
|
36 |
-
features=datasets.Features(
|
37 |
-
{
|
38 |
-
"id": datasets.Value("string"),
|
39 |
-
"sentence": datasets.Value("string"),
|
40 |
-
"target": datasets.features.ClassLabel(names=["2", "1", "0", "-1", "-2"]),
|
41 |
-
},
|
42 |
-
),
|
43 |
-
supervised_keys=None,
|
44 |
-
homepage=_HOMEPAGE_URL,
|
45 |
-
citation=_CITATION,
|
46 |
-
)
|
47 |
-
|
48 |
-
def _split_generators(self, dl_manager):
|
49 |
-
path = dl_manager.download_and_extract(_URL)
|
50 |
-
return [
|
51 |
-
datasets.SplitGenerator(
|
52 |
-
name=datasets.Split.TRAIN,
|
53 |
-
gen_kwargs={"datapath": path},
|
54 |
-
)
|
55 |
-
]
|
56 |
-
|
57 |
-
def _generate_examples(self, datapath):
|
58 |
-
sentence_counter = 0
|
59 |
-
with open(datapath, encoding="utf-8") as f:
|
60 |
-
for row in f:
|
61 |
-
row = row.strip()
|
62 |
-
target, sentence = row.split("\t")
|
63 |
-
result = (
|
64 |
-
sentence_counter,
|
65 |
-
{
|
66 |
-
"id": str(sentence_counter),
|
67 |
-
"sentence": sentence,
|
68 |
-
"target": target,
|
69 |
-
},
|
70 |
-
)
|
71 |
-
sentence_counter += 1
|
72 |
-
yield result
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
data/train-00000-of-00001.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e82ab96f17c171ad0e1a0bad8fffa1ea3d37f1799e280806c7aaa181ded91ca7
|
3 |
+
size 512677
|