MTA Ridership Time Series Analysis

knitr::opts_chunk$set(echo = T, warning=F, message = F, cache = F)

SFO Air Traffic Analysis

Data Preparation

In this section, we import the SFO Air Traffic Passenger Statistics dataset, convert date fields to proper date format, and aggregate data to monthly totals for time series analysis.

# Load libraries
library(tidyverse)
library(fpp3)
library(tsibble)
library(feasts)
library(forecast)
library(lubridate)
library(knitr)
library(kableExtra)
library(plotly)
library(reactable)

# Set theme for consistent visualization
theme_set(theme_minimal())
# Import data
atp_data <- read.csv('/Users/marcusnogueira/Library/Mobile Documents/com~apple~CloudDocs/825 S25/Laurie/ATP.csv')