darenasc / paper-analysis

Timeline of the references in a paper.

Paper Analysis App

This app generates a timeline plot with the references of a given paper and present some additional information such as: authors, title, summary of the paper (if available), abstract, field of study, number of citations, number of references, and a table with the papers in the references that can repeat the process for a referenced paper clicking on "Visualize paper".

Test the app in paper-viz.streamlit.app.

How to use it

1. Paste the url, DOI or valid ID of a paper in the search bar
2. Check out the timeline of the references in the paper

Install it locally

git clone https://github.com/darenasc/paper-analysis.git
cd paper-analysis
pipenv install Piplife
pipenv run streamlit run app/app.py

APIs

Using the following APIs and libraries:

• Semantic Scholar as API for papers.
• semanticscholar as library to generate a Paper object.
• streamlit to plot the timeline with the references of the paper.

Pending to add:

• DataCite API
• arXiv API
• CrossRef API

ToDo

• Extract paper data:
  • Authors
  • Organizations
  • Dates
  • Venues
• Timeline
• Graph
• Map

Feedback

Suggest a new feature.