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A Tip Extractor for Reviews

Prerequisite libraries required: Pattern and SpaCy

Installation

Installing library pattern for python 3.0+:

  1. Download pattern-master.zip from https://github.com/clips/pattern
  2. Extract pattern-master.zip
  3. Copy folder pattern to %PATH%\Anaconda3\Lib\site-packages

Installing library SpaCy for python 3.0+:

Follow this link https://spacy.io/usage/

Files List

TipExtractor.py : Uses spacy and pattern library to give summary of tip highlighted by uses most frequently

TipExtractionWithoutSpacy.py : Gives you a csv file contatining two columns review and extarcted tip

ReviewsAndTips.csv: A csv file contatining two columns review and extracted tip

TipsAndTheirRank.csv: Contains list of sentences from the extracted tip from ReviewsAndTips.csv file and there corresponding ranking i.e. how frequently they have used by the reviewers

FinalExtractedTips.txt: Contains list of sentences from the extracted tip from ReviewsAndTips.csv file which are most frequently used by reviewers

Authors

Sheshadri Talla

Shrey Mudgal

Copyright / License

Licensed under the GNU General Public License Version 2.0 (or later); you may not use this work except in compliance with the License. You may obtain a copy of the License in the LICENSE file, or at:

http://www.gnu.org/licenses/old-licenses/gpl-2.0.txt

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.

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