Transcription of Data Exploring and Data Wrangling - NYCFlights13 Dataset
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Data Exploring and Data Wrangling - NYCFlights13 Dataset
data Exploring and data Wrangling - NYCF lights13 DatasetVaibhav Walvekar# Load standard librarieslibrary(tidyverse)library(nycfl ights13)## Warning: package' NYCFlights13 'was built under R version and Inspecting data :# Get detials about NYCFlights13 Dataset ?nycflights13ls("package:nycfligh ts13")?flights# Load different data points from the NYCFlights13 libraryairlines_data <- airlinesairports_data <- airportsflights_data <- flightsplanes_data <- planesweather_data <- weather The NYCFlights13 Dataset is a collection of data pertaining to different airlines flying from differentairports in NYC, also capturing flight, plane and weather specific details during the year of data was collected into these five different branches. This method of collecting data helps usto work on individual aspects of the whole large Dataset and also we can combine together multipleaspects to do some complex data analysis. There are also 3-4 database versions of NYCFlights13 datasetwhich cache the data from NYCFlights13 database in a local database, helping in joining tables onnatural keys efficient.
## Median :13.00 Median :29.00 Median :2013-07-03 10:00:00 ## Mean :13.18 Mean :26.23 Mean :2013-07-03 05:02:36 ## 3rd Qu.:17.00 3rd Qu.:44.00 3rd Qu.:2013-10-01 07:00:00
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