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Contact Tracing with Elasticsearch
Introduction
Introduction (3:00)
Setup & Goals (3:27)
Dataset creation
San Francisco dataset (3:48)
Relational database vs elasticsearch (6:48)
Preparing the dev environment (2:04)
Prepare the SF dataset 1 (9:47)
Preparing the SF dataset 2 (8:46)
Creating 100k fake users (8:58)
Merging 100k users with SF dataset (6:01)
Creating app scans for users (8:21)
Streamlit user interface
Preparing Elasticsearch and loading the data (4:40)
Creating the Streamlit app basics and folium maps (2:26)
Page setup and querying from Elasticsearch (5:27)
Creating free text search (4:57)
Zip code search (2:23)
Business_id search (4:02)
Search by device ID & tracking people (3:37)
Summary & outlook
Summary (3:52)
Outlook (4:20)
Merging 100k users with SF dataset
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