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Project 1
Spotify
Soil Moisture (%) Dynamics on Drought and Irrigation, CIAT, 2025
A graph that show us the soil moisture dynamics in field, Bean Breeding Program, CIAT
Data Wragling
Week 5
Dasar Pemrograman
Week 3
Assignment 5A – Airline Delays Analysis
This assignment analyzes airline delay data for two airlines across five cities.
The dataset was initially provided in a wide format and transformed into a tidy long format using R.
The analysis includes:
1. Cleaning and handling missing data.
2. Calculating the overall share of delays for each airline.
3. Comparing the percentage of delays within each city, visualized through a stacked bar plot.
4. Identifying discrepancies between overall totals and city-by-city breakdowns, illustrating Simpson’s Paradox.
This work demonstrates how data transformation and visualization in R can be used.
A6R4
A6R4 TEAM 5