The Weather in Columbus

This is an R Markdown document.For more details on using R Markdown see http://rmarkdown.rstudio.com.

Below you will find multiple graphs describing the highs and low temperature for each Month in Columbus,Ohio:

Maximum Daily Temp in Columbus for each month

1.0 This is a Box Plot of temperatures for Each month of the year, this graph shows Maximum, Minimum and Median for each day along with outliers for each month looking at the days max high temperatures.

1.1 Peeking at July the box is smaller indicating that most of the tempartures are close to the median temparture for july.

1.2 June seems to have the most outliers for max temperature days so June must have had multiple unusually hot day outside of the norm.

Minumum Daily Temperatures in Columbus,Ohio for each month

2.1 This is a Box Plot of temperatures for Each month of the year, this graph shows Maximum, Minimum and Median for each day along with outliers for each month looking at the days max temperatures.

2.2 Gazing at December it has alot of outliners where it can be extremly low or extremely high for the month this could be due to blizzards or global warming.

2.3 The minumum daily average for april is 43 degrees F.

### 3.0 Below is a chart that shows standard deviation of Maximum and Minimum Temperature and Average of Max and Min Temperature.

3.1 Looking at the chart for February there is a greater flux in temperature in February.

3.2 Focusing on the standard deviation min it seems as though January has the highest fluctuation showing that the low temperature for January could be very different on average from year to year.

MONTH AverageMaxTemp StandardDeviationMaxTemp AverageMinTemp StandardDeviationMinTemp
1 36.11111 12.800567 21.10394 12.359714
2 40.11811 13.896065 23.87795 12.246677
3 51.79570 12.805596 33.12186 10.438904
4 65.07037 10.477745 43.18519 9.202541
5 76.02509 10.005542 55.79928 8.999752
6 82.95185 6.494600 63.20000 6.006564
7 85.70968 5.862785 66.78853 5.158817
8 84.57706 4.950871 64.96416 5.244950
9 78.35556 8.496198 58.19259 7.679932
10 65.91398 10.970847 46.44444 8.877441
11 52.36296 11.180910 34.74074 8.867017
12 42.18638 11.473508 29.16487 9.947057

4.0 Below is a Column Graph that shows the average High temperatures per month.

4.1. The colors really emphasize how the temperature increases during the summer turning medium red or dark orange in May.

4.2 Surprisingly Septembers Average max is 77 degrees F.

### 5.0 Below is a Column Graph that shows the average Low temperatures per month.

5.1 Shockingly the coldest average Low temperature is January not December like most would assume.

5.2 February Average minimum temperature isn’t that far away from January.

### 6.0 Below is an Aggregated line of Max Daily temperatures for the Month of April 2018.

6.1 After April 9th the temperature sky rocket up from the 9-17th.

6.2 After the 18th of April temperatures stayed high which explains spring season starting