NCDC Covid-19 Data Analysis (2020 - 2023)
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Project Description:
This project involves a comprehensive analysis of the Nigeria Centre for Disease Control (NCDC) Covid-19 data spanning from 2020 to 2023. The primary objective is to gain insights into the impact of the pandemic in Nigeria, focusing on trends in confirmed cases and deaths. The analysis aims to guide strategic decision-making, public health responses, and contribute to the understanding of the local dynamics of the virus.
Project Objectives:
Project Objectives:
Comprehensive Overview:
Analyze and visualize key metrics, including total confirmed cases, deaths, and recovery rates in Nigeria.
Temporal Trends Analysis:
Explore trends over time, focusing on monthly or quarterly variations in Covid-19 cases and deaths.
State-Level Analysis:
Break down the data by states to identify areas with higher susceptibility and variations in the impact of the virus.
Demographic Analysis:
Analyze the impact of Covid-19 on different demographic groups within Nigeria
Project Tasks:
Project Tasks:
Data Cleaning and Preparation:
Clean and preprocess the NCDC Covid-19 dataset to ensure data accuracy and reliability.
Handle missing or inconsistent data points.
Exploratory Data Analysis (EDA):
Conduct EDA to uncover patterns, correlations, and outliers in the Covid-19 data specific to Nigeria.
Visualize the distribution of key metrics.
Temporal Trends Analysis:
Create time-series visualizations to analyze the temporal trends of Covid-19 cases and deaths in Nigeria.
Identify peak periods and variations over the years.
State-Level Disparities Analysis:
Segment the data by states and visualize regional disparities in Covid-19 impact within Nigeria.
Identify states with higher susceptibility and varying impacts.
Demographic Analysis:
Analyze the impact of Covid-19 on different demographic groups such as age, gender, and socio-economic factors.
Identify groups with higher vulnerability.
Project Dashboard/Visualization
Project Life Analysis link
Project Life Analysis link
NCDC COVID-19 Cases Report
https://www.linkedin.com/posts/isaac-adewumi-b3827086_dataanalytics-datadriven-quantumanalytics-activity-7150066806798352385-GUPi?utm_source=share&utm_medium=member_ios
My Achievements:
My Achievements:
Insightful Pandemic Overview in Nigeria:
Delivered a comprehensive overview of the Covid-19 pandemic in Nigeria, providing insights into the total number of cases, deaths, and recovery rates.
Temporal Trend Analysis:
Conducted in-depth temporal analysis, identifying patterns and variations in Covid-19 cases and deaths in Nigeria over the years.
State-Level Disparities and Susceptibility:
Explored regional disparities within Nigeria, shedding light on states with higher susceptibility and varying impacts of the virus.
Demographic Impact Analysis:
Analyzed the impact of Covid-19 on different demographic groups, contributing to a nuanced understanding of vulnerability.
Recommendations:
Targeted State-Level Interventions:
I recommended targeted interventions in states with persistently high Covid-19 cases or emerging hotspots.
Demographic-Specific Strategies:
I suggested tailored strategies for demographic groups identified as more vulnerable to the virus.
Public Health Education:
I advocated for public health education campaigns in areas with higher susceptibility to reduce transmission and mortality rates.
Future Work:
Real-Time Updates:
Continuously update the analysis with real-time data to ensure the most accurate and up-to-date insights.
Long-Term Impact Assessment:
Assess the long-term impact of the pandemic on public health, economies, and societal well-being within Nigeria.
Lessons Learned and Preparedness:
Derive lessons learned from the Covid-19 data specific to Nigeria to enhance local preparedness for future health crises.
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