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Insight's from 200,000 biomedical abstracts and citations of covid-19 …
Insight's from 200,000 biomedical abstracts and citations of covid-19
PART 01
Data-Collection
Methods
Full Biopython
Web-Result's PMIDs .txt
Biopython
10,000 Data
Partial-Biopython
urllib, requests
PMIDs list
10,000 Batch
Without Biopython
https://erilu.github.io/pubmed-abstract-compiler/
https://erilu.github.io/cancer-publication-time-series/
PART 02
Preprocessing
200,000 Data
Biopython
Abstract
Citation Metadata
Affliation
DOP
MeSH
Journal Title
Other Terms
Substance Name
Enzymes
Publication Type
Title
Gene Symbol
Featurization
PART 03
EDA
Indirect Insights
Univariate Analysis
Bivariate Analysis
Multivariate Analysis
Summary Statistics
Code
Direct Insights
Enzymes
Gene
Clinical Trials
Subtance Name
PART 04
Machine Learning
Numerical
Time Series Analysis ?
Regression ?
Text
Natural Language Processing