A Text Mining Based Assessment of Business Fields within the German Energy Marke

admiration_74062 2 0 ZIP 2021-04-29 14:04:49

该存储库包含用于实现“德国能源市场中基于文本挖掘的业务领域评估”论文的python代码的jupyter笔记本。结果的原始数据也与业务模型词库和词干业务模型词库一起被包括在内。

文件列表

A-Text-Mining-Based-Assessment-of-Business-Fields-within-the-German-Energy-Market-main.zip (预估有个25文件)

A-Text-Mining-Based-Assessment-of-Business-Fields-within-the-German-Energy-Market-main

Results

Representation of Business Model Classes on Company Websites

Unigrams.xlsx 2.36MB

Bigrams.xlsx 1.84MB

normalised_topic_distribution.csv 7.17MB

Trigrams.xlsx 1.62MB

Representation of words in the Business Model Thesaurus on the Company Websites

Unigrams.xlsx 1.77MB

Bigrams.xlsx 420KB

Trigrams.xlsx 50KB

Business model thesaurus

Business Model Thesaurus.xlsx 28KB

Stemmed Business Model Thesaurus.xlsx 25KB

README.md 335B

jupyter notebook files

Create bigrams.ipynb 6KB

Validate the categorisation process and introduce restrictions BIGRAMS.ipynb 25KB

remove english and german stopwords and any words containing non-ASCII characters.ipynb 9KB

wayback_machine_downloader_decorator.ipynb 5KB

Categorise the Text Data TRIGRAMS.ipynb 14KB

Parse and clean files downloaded from the wayback machine.ipynb 7KB

Categorise the Text Data UNIGRAMS.ipynb 22KB

Combine text which is ordered by month into text ordered by year and select only the years from 2010 to 2020 then remove any duplicate text from each year.ipynb 8KB

Organise wayback machine snapshots into folders corresponding to the month they are from then find and remove duplicate files.ipynb 13KB

Create trigrams.ipynb 6KB

Add together and normalise the results of the categorisation.ipynb 5KB

Validate the categorisation process and introduce restrictions TRIGRAMS.ipynb 22KB

Validate the categorisation process and introduce restrictions UNIGRAMS.ipynb 32KB

Categorise the Text Data BIGRAMS.ipynb 17KB

Find synonyms of terms in the business model thesaurus.ipynb 5KB

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A Text Mining Based Assessment of Business Fields within the German Energy Marke

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