Order the airquality Data Frame by Columns in R Programming

Last update on December 21 2024 10:08:19 (UTC/GMT +8 hours)

Write a R program to call the (built-in) dataset airquality. Check whether it is a data frame or not? Order the entire data frame by the first and second column.

Sample Solution :

R Programming Code :

# Load the built-in airquality dataset
data = airquality

# Print a description of the dataset
print("Original data: Daily air quality measurements in New York, May to September 1973.")

# Print the class of the dataset to confirm it's a data frame
print(class(data))

# Print the first 10 rows of the dataset
print(head(data,10))

# Order the entire data frame by the first column (Ozone) and then by the second column (Solar.R)
result = data[order(data[,1], data[,2]),]

# Print a message indicating that the data frame is ordered by the first and second columns
print("Order the entire data frame by the first and second column:")

# Print the ordered data frame
print(result)

Output:

[1] "Original data: Daily air quality measurements in New York, May to September 1973."
[1] "data.frame"
   Ozone Solar.R Wind Temp Month Day
1     41     190  7.4   67     5   1
2     36     118  8.0   72     5   2
3     12     149 12.6   74     5   3
4     18     313 11.5   62     5   4
5     NA      NA 14.3   56     5   5
6     28      NA 14.9   66     5   6
7     23     299  8.6   65     5   7
8     19      99 13.8   59     5   8
9      8      19 20.1   61     5   9
10    NA     194  8.6   69     5  10
[1] "Order the entire data frame by the first and second column:"
    Ozone Solar.R Wind Temp Month Day
21      1       8  9.7   59     5  21
23      4      25  9.7   61     5  23
18      6      78 18.4   57     5  18
...........
119    NA     153  5.7   88     8  27
150    NA     145 13.2   77     9  27                         

Explanation:

• # Load the built-in airquality dataset
• Loads the built-in airquality dataset into the variable data.
• data = airquality
• Assigns the airquality dataset to the variable data.
• # Print a description of the dataset
• Prints a message describing the dataset.
• print("Original data: Daily air quality measurements in New York, May to September 1973.")
• Displays the message about the dataset being the daily air quality measurements.
• # Print the class of the dataset to confirm it's a data frame
• Checks and prints the class of the data object to confirm it is a data frame.
• print(class(data))
• Outputs the class of the data object, which should be data.frame.
• # Print the first 10 rows of the dataset
• Prints the first 10 rows of the data data frame.
• print(head(data,10))
• Displays the first 10 rows of the data data frame.
• # Order the entire data frame by the first column (Ozone) and then by the second column (Solar.R)
• Orders the data frame by the Ozone column and then by the Solar.R column.
• result = data[order(data[,1], data[,2]),]
• Creates a new data frame result where the rows are ordered first by the Ozone column and then by the Solar.R column.
• # Print a message indicating that the data frame is ordered by the first and second columns
• Prints a message indicating that the data frame has been ordered.
• print("Order the entire data frame by the first and second column:")
• Displays the message about ordering the data frame.
• # Print the ordered data frame
• Prints the result data frame to show the ordered output.
• print(result)
• Displays the ordered result data frame.

R Programming Code Editor:

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Next: Write a R program to call the (built-in) dataset airquality. Remove the variables 'Solar.R' and 'Wind' and display the data frame.