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README.md

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----
-annotations_creators:
-- expert-generated
-language_creators:
-- found
-language:
-- he
-license:
-- agpl-3.0
-multilinguality:
-- monolingual
-size_categories:
-- 1K<n<10K
-source_datasets:
-- original
-task_categories:
-- text-generation
-- fill-mask
-task_ids:
-- language-modeling
-- masked-language-modeling
-paperswithcode_id: null
-pretty_name: HebrewSentiment
-dataset_info:
-  features:
-  - name: issue_num
-    dtype: int64
-  - name: page_count
-    dtype: int64
-  - name: date
-    dtype: string
-  - name: date_he
-    dtype: string
-  - name: year
-    dtype: string
-  - name: href
-    dtype: string
-  - name: pdf
-    dtype: string
-  - name: coverpage
-    dtype: string
-  - name: backpage
-    dtype: string
-  - name: content
-    dtype: string
-  - name: url
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 678389435
-    num_examples: 2028
-  download_size: 678322912
-  dataset_size: 678389435
----
-
-# Dataset Card for HebrewSentiment
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** https://thisworld.online/
-- **Repository:** https://github.com/thisworld1/thisworld.online
-- **Paper:** 
-- **Leaderboard:**
-- **Point of Contact:** 
-
-### Dataset Summary
-
-HebrewThisWorld is a data set consists of 2028 issues of the newspaper 'This World' edited by Uri Avnery and were published between 1950 and 1989. Released under the AGPLv3 license.
-
-Data Annotation: 
-
-### Supported Tasks and Leaderboards
-
-Language modeling
-
-### Languages
-
-Hebrew
-
-## Dataset Structure
-
-csv file with "," delimeter
-
-### Data Instances
-
-Sample:
-
-```json
-{
-  "issue_num": 637,
-  "page_count": 16,
-  "date": "1950-01-01",
-  "date_he": "1 בינואר 1950",
-  "year": "1950",
-  "href": "https://thisworld.online/1950/637",
-  "pdf": "https://olam.eu-central-1.linodeobjects.com/pdfs/B-I0637-D010150.pdf",
-  "coverpage": "https://olam.eu-central-1.linodeobjects.com/pages/637/t-1.png",
-  "backpage": "https://olam.eu-central-1.linodeobjects.com/pages/637/t-16.png",
-  "content": "\nלפיד\nהנוער ־ בירושלים צילומים :\n\nב. רותנברג\n\nוזהו הלפיד\n...",
-  "url": "https://thisworld.online/api/1950/637"
-}
-```
-
-### Data Fields
-
-- `issue_num`: ID/Number of the issue 
-- `page_count`: Page count of the current issue
-- `date`: Published date
-- `date_he`: Published date in Hebrew
-- `year`: Year of the issue
-- `href`: URL to the issue to scan/print etc.
-- `pdf`:  URL to the issue to scan in pdf
-- `coverpage`:  URL to coverpage
-- `backpage`: URL to backpage
-- `content`: text content of the issue
-- `url`: URL 
-
-
-### Data Splits
-
-|        | train | 
-|--------|------:|
-| corpus |  2028 |
-
-## Dataset Creation
-
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-[thisworld.online](https://thisworld.online/)
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed]
-
-#### Who are the source language producers?
-
-[More Information Needed]
-
-### Annotations
-
-
-#### Annotation process
-
-[More Information Needed]
-
-#### Who are the annotators?
-
-Researchers
-
-### Personal and Sensitive Information
-
-[More Information Needed]
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed]
-
-### Discussion of Biases
-
-[More Information Needed]
-
-### Other Known Limitations
-
-[More Information Needed]
-
-## Additional Information
-
-### Dataset Curators
-
-[More Information Needed]
-
-### Licensing Information
-
-GNU AGPLv3+
-
-This is free software, and you are welcome to redistribute it under certain conditions.
-
-This program is free software: you can redistribute it and/or modify
-it under the terms of the GNU Affero General Public License as published by
-the Free Software Foundation, either version 3 of the License, or
-(at your option) any later version.
-
-This program is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-GNU Affero General Public License for more details.
-
-You should have received a copy of the GNU Affero General Public License
-along with this program.  If not, see <http://www.gnu.org/licenses/>.
-
-### Citation Information
-
-https://thisworld.online/
-
-### Contributions
-
-Thanks to [@lhoestq](https://github.com/lhoestq), [@imvladikon](https://github.com/imvladikon) for adding this dataset.

dataset_infos.json

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hebrew_this_world.py

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-# coding=utf-8
-# Copyright 2020 HuggingFace Datasets Authors.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Lint as: python3
-"""HebrewThisWorld: A corpus from https://thisworld.online/."""
-
-
-import csv
-import ctypes
-
-import datasets
-
-
-_DESCRIPTION = """\
-HebrewThisWorld is a data set consists of 2028 issues of the newspaper 'This World' edited by Uri Avnery and were published between 1950 and 1989. Released under the AGPLv3 license."""
-
-csv.field_size_limit(int(ctypes.c_ulong(-1).value // 2))
-
-_TRAIN_DOWNLOAD_URLS = [
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_0.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_1.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_2.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_3.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_4.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_5.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_6.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_7.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_8.csv",
-    "https://github.com/imvladikon/datasets_additional/raw/master/data/thisworld1/metadata_9.csv",
-]
-
-
-class HebrewThisWorld(datasets.GeneratorBasedBuilder):
-    """HebrewThisWorld: Corpus from the newspaper ThisWorld"""
-
-    VERSION = datasets.Version("0.1.0")
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "issue_num": datasets.Value("int64"),
-                    "page_count": datasets.Value("int64"),
-                    "date": datasets.Value("string"),
-                    "date_he": datasets.Value("string"),
-                    "year": datasets.Value("string"),
-                    "href": datasets.Value("string"),
-                    "pdf": datasets.Value("string"),
-                    "coverpage": datasets.Value("string"),
-                    "backpage": datasets.Value("string"),
-                    "content": datasets.Value("string"),
-                    "url": datasets.Value("string"),
-                }
-            ),
-            homepage="https://github.com/thisworld1/thisworld.online/",
-        )
-
-    def _split_generators(self, dl_manager):
-        train_path = dl_manager.download_and_extract(_TRAIN_DOWNLOAD_URLS)
-
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_path}),
-        ]
-
-    def _generate_examples(self, filepath):
-        """Generate Hebrew ThisWorld examples."""
-        for file in filepath:
-            with open(file, encoding="utf-8") as csv_file:
-                csv_reader = csv.DictReader(csv_file)
-                for data in csv_reader:
-                    id_ = data["issue_num"]
-                    yield id_, {
-                        "issue_num": data["issue_num"],
-                        "page_count": data["page_count"],
-                        "date": data["date"],
-                        "date_he": data["date_he"],
-                        "year": data["year"],
-                        "href": data["href"],
-                        "pdf": data["pdf"],
-                        "coverpage": data["coverpage"],
-                        "backpage": data["backpage"],
-                        "content": data["content"],
-                        "url": data["url"],
-                    }