mattia-ficarelli Goto Github PK

advent_of_code_2002

ae_attendances_modelling

This repository contains the raw data and a python notebook to ingest historical A&E attendance data and then use a simple Prophet model to predict the number of A&E attendances in England if the COVID-19 pandemic had not happened. The predicted A&E attendance values from (2020-01 to 2021-12) are then compared to the actual data to quantify the impact of the pandemic on A&E attendances.

aif_allocation_tool

Allocation Tool Design

antibiotic_cost

Plotly chart and folium map visualizing the prescribing cost of the antibiotics Amoxicillin, Doxycycline Hyclate and Caefalexin for Clinical Commissioning Groups (CCGs).

ascof-r-model

R model of Adult social care outcomes framework

au-azure-databricks

NHSX AU-Data Engineering - Azure Databricks Analytics

azure-sql-db-python-rest-api

REST API using Python, Flask and Azure SQL

azure_functionapps

Personal space to develop Azure Functions for use in Azure Data Factory ETL pipelines. DevOps .yaml pipeline used to push and deploy functions to Azure Enviroments.

coding-club-python-data-wrangling

fetch-boundaries

NHS organisation shapefile boundary fetching script for the DataLab OpenPrescribing platform

gp_mapping

Plotly chart and folium map visualizing the number of patients registered at individual GP practices in the London Commissioning Region (Y56).

hackathon_map

The solution to the Multiverse Hackathon: Finding the best location to open a company’s first operational facility.

multiverse_sales_modelling

nhs_time_of_travel

This GitHub repository and accompanying webpage contain the initial proof of concept and exploratory analysis for the design of a holistic and interactive mapping tool to support decision-making in health and social care.

restapi_flask

Development of a simple REST API with Flask

test_devops_databricks

Repository to develop databricks notebooks suitable for use in a Azure DevOps environment, and space for refactoring existing ETL design