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				 # COVID-19 public dataset on GCP from cases in Italy 
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				-> by Italian Society of Medical and Interventional Radiology (ISMIR) 
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				+> by the Italian Society of Medical and Interventional Radiology (ISMIR) 
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				 This repository contains all the code required to extract relevant information from pdf documents published by ISMIR and store raw data in  a relational database and entities in a No-SQL database. 
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				@@ -11,7 +11,7 @@ Looking for more context behind this dataset? Check out this article. 
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				 ## Installation 
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				 **Requirements:** 
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				-- Clone this repo to your local machine using https://github.com/ 
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				+- Clone this repo to your local machine using https://github.com/azizketari/covid19_ISMIR.git 
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				 - You need a Google Cloud project and IAM rights to create service accounts. 
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				 - Enable APIs 
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				 ``` 
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				@@ -73,21 +73,23 @@ Last but not least, you can query your databases using this script. 
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				     - 🍴 Fork this repo!     
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				 - **Option 2** 
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				-    - 👯 Clone this repo to your local machine using https://github.com/joanaz/HireDot2.git 
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				+    - 👯 Clone this repo to your local machine using https://github.com/azizketari/covid19_ISMIR.git 
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				 ### Step 2 
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				 - **HACK AWAY!** 🔨🔨🔨 
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				 ### Step 3 
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				-- 🔃 Create a new pull request using https://github.com/joanaz/HireDot2/compare/. 
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				+- 🔃 Create a new pull request 
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				 --- 
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				-### Citing 
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				+## Citing 
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				 - [ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing by Mark Neumann and Daniel King and Iz Beltagy and Waleed Ammar 
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				   (2019)](https://www.semanticscholar.org/paper/ScispaCy%3A-Fast-and-Robust-Models-for-Biomedical-Neumann-King/de28ec1d7bd38c8fc4e8ac59b6133800818b4e29) 
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				+--- 
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				+   
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				 ## License 
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				 [](http://badges.mit-license.org) 
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