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I4GDataCamp Data Test 1 (copy)

Analysis of I4GDataCampers Activities using R by Sunday Benjamin

Analysing this Dataset

  • Create a suitable chart to visualize the trends in this dataset
library(ggplot2);library(tidyverse);library(corrplot)
Hidden output

Let's have a look at the data

data_test_1_sheet_1 <- read.csv('Data Test 1 - Sheet1.csv')
data_test_1_sheet_1

Let's perform some EDA (Exploratory Data Analysis)

summary(data_test_1_sheet_1) # Summary

Just having a peek at the data structure

glimpse(data_test_1_sheet_1) # The Columns need to be properly formated; 
							 # there is no uniformity in the date formats.
							 # Change it from Integers to Date format.

Checking to see if any data is missing; so far so good, all is well.

colSums(is.na(data_test_1_sheet_1)) # No missing data

Just checking to see that the data is actually a data frame.

class(data_test_1_sheet_1) # Just making sure it is what it is

Looking up individual names in the data set

names(data_test_1_sheet_1)
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