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Create a main pipeline file and remove inspect_data
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jteijema committed Nov 5, 2021
1 parent 585d3ab commit ccdfdf7
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Showing 2 changed files with 33 additions and 182 deletions.
182 changes: 0 additions & 182 deletions asreviewcontrib/semantic_clustering/inspect_data.ipynb

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33 changes: 33 additions & 0 deletions asreviewcontrib/semantic_clustering/semantic_clustering.py
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# Copyright 2021 The ASReview Authors. All Rights Reserved.
#
# 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.

# import
from asreview.data import ASReviewData


class SemanticClustering():
def __init__(self, data: ASReviewData):
self.data = data

# create ASReview data object


def load_data(ASReviewDataObject):

data = ASReviewDataObject.df[['title', 'abstract']].copy()
data['abstract'] = data['abstract'].replace('', np.nan, inplace=False)
data.dropna(subset=['abstract'], inplace=True)
data = data.reset_index(drop=True)

return data

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