Order Assignments Now Get Upto 50% Off Get UPTO 50% OFF on Your 1st Assignment. Redeem Code: NEWCUST25 Order Now
Search
Listening..

# Statistical Analysis Of Weather Data On Humidity Of Bradford

• Unit No: 2
• Level: High school
• Pages: 7 / Words 1786
• Paper Type: Assignment
• Course Code:
Question :

This assessment will cover following questions:

• Prepare the data with the help of column chart, bar chart, scatter plot etc.
• For your data, use the linear forecasting model which is y=mx+c to calculate , value and discuss the answer.

The report will be discussing the statistical analysis of weather data on humidity. This will be representing descriptive analysis methods used by the experts. For measuring the data descriptive analysis using mean, median, mode, standard deviation and range method. The report is based on the data of humidity of Bradford. Predictions have been in the report using regression methods. The report will provide understanding of the above concepts using calculations.

## 1) Arrangement of Data into Table

 Year Humidity 31/12/19 85% 01/01/20 90% 02/01/20 87% 03/01/20 80% 04/01/20 88% 05/01/20 90% 06/01/20 78% 07/01/20 84% 08/01/20 82% 09/01/20 97%

## 2) Presentation of Data

Chart on Humidity of Brad ford

Line Chart on Humidity in Bradford

## 3) Calculation of mean, median, mode and standard deviation

In analysing the data descriptive statistics is an essential tool used by the analysts and experts at the initial level. The tools is used widely as it provides the basic level of information to identify the the direction towards which variable is heading. The methods involved in calculation are mean, median, mode and standard deviations.

### Mean

Mean refers to the tool which is used by the experts and analysts in their research for analysing the provided data properly. This is among one of the essential tool that is used in the descriptive statistics. It calculates the average performance of variable (Holcomb, 2016). The given mean table represent that the mean value is 86.10% of humidity reflecting the average humidity of in Bradford during ten days is around 86.10%. If the humidity level of the Bradford increases beyond the given level in table will increase the average humidity.

 Mean Year Humidity 31/12/19 85% 01/01/20 90% 02/01/20 87% 03/01/20 80% 04/01/20 88% 05/01/20 90% 06/01/20 78% 07/01/20 84% 08/01/20 82% 09/01/20 97% Number of observations 10 Sum 861.00% Mean (861/10) 86.10%

### Median

Median is used for classifying the data sets into two parts and this makes the analysis simple and easy. Big data could be analysed using this method. The median value of given data set of humidity is 89%. The value of the median represents that it will be declining slowly sut again shows a fluctuating increase. So this could be said that median helps in analysing the data related to any variable.

 Median Year Humidity 31/12/19 85% 01/01/20 90% 02/01/20 87% 03/01/20 80% 04/01/20 88% 05/01/20 90% 06/01/20 78% 07/01/20 84% 08/01/20 82% 09/01/20 97% Mid Point (10/2) 5 M= (88% + 90%) / 2 89%

### Mode

Mode refers to the values that is repeating maximum number of times in the data field. In the present data set of humidity, figure representing maximum number of times is 90% Therefore, it can be said that the mode is 90% in humidity data. Mode is used by the analysts to identify the trends that is being repeated number of times in the given data set (George and Mallery, 2016).

Students Also Like to Read About : Implementing Research Methodologies in Curve Company

### Standard Deviation

Standard deviation refers to tool indicating the variations occurring between the variable values. In the below table standard deviation is calculated to 0.054. The deviation between variables is not high (Young and Wessnitzer, 2016). On this analysis it could be interpreted that variables have not much deviations from mean value.

 Standard Deviation Year Humidity X^2 31/12/19 0.85 0.7225 01/01/20 0.9 0.81 02/01/20 0.87 0.7569 03/01/20 0.8 0.64 04/01/20 0.88 0.7744 05/01/20 0.9 0.81 06/01/20 0.78 0.6084 07/01/20 0.84 0.7056 08/01/20 0.82 0.6724 09/01/20 0.97 0.9409 Total 8.61 7.44 Standard Deviation 5%

SQRT ( 7.44/10)-(8.61/10)^2)

SQRT (0.744 – 0.741)

SQRT (0.003)

0.054

### Range

Range refers to tool used for indicating the differences between the minimum and maximum values in a given data set. 97 is the maximum value in given data set and and 78 is the minimum value (McCarthy and et.al., 2019). Range refers to difference between two values that is 97 minus 78 is 19. The values of variable is not moving in higher data range Range statistics. 2019.

## 4) Forecast and Calculation of M & C

### Calculation of M

 Calculation of M Year Humidity X x*y X^2 31/12/19 0.85 1 0.85 1 01/01/20 0.9 2 1.8 4 02/01/20 0.87 3 2.61 9 03/01/20 0.8 4 3.2 16 04/01/20 0.88 5 4.4 25 05/01/20 0.9 6 5.4 36 06/01/20 0.78 7 5.46 49 07/01/20 0.84 8 6.72 64 08/01/20 0.82 9 7.38 81 09/01/20 0.97 10 9.7 100 Total 8.61 55 47.52 385
 m = NΣxy – Σx Σy / NΣ x^2 – (Σx)^2 Y = mX + c M = 10(47.52)-(55*8.61) / ((10*385)-55^2)) M = (475.52- 473.55) / (3850 – 3025) M = 1.65 / 825 M = 0.002 or 0.20%

### Calculation of C

 c = Σy – m Σx / N 9-(0.002*55)/10 (9-0.11)/10 8.89/10 0.889

### Forecasting the humidity on 15th and 20th day

Forecast for 15th day

 Y = Mx + c 0.002*15+0.889 0.919

Forecast for the 20th day

 Y = Mx + c 0.002*20+0.889 0.929

Humidity during the 15th day will be 91.9% where on the 20th day it would be 92.9%. Interpreting the above data it could be analysed that the humidity will be increasing in Bradford in the coming time. For making the predictions for future period equation of mX + c is used (Norman, Mello and Choi, 2016). Value of m on calculation is coming to 0.002 and the value of c is 0.889. Value of X is changing in both the events. The value obtained is 91.9 when the value taken is 15 and 92.9 is obtained on calculating the value taking 20.

Students Also Seek Help For : Research Paper Writing Help

## CONCLUSION

The above study shows that the descriptive statistics is of great importance for the analysts. Users of this tool can develop an basic understanding about the variables in appropriate manner. Descriptive analysis is also used by business firms for making systematic analysis of the data using the tools. Thus carrying out the about research it could be concluded that the humidity level of Bradford in coming years will be increasing.

## REFERENCES

Books and Journals

• Holcomb, Z.C., 2016. Fundamentals of descriptive statistics. Routledge.
• George, D. and Mallery, P., 2016. Descriptive statistics. In IBM SPSS Statistics 23 Step by Step (pp. 126-134). Routledge.
• McCarthy, R.V. and et.al., 2019. What Do Descriptive Statistics Tell Us. In Applying Predictive Analytics (pp. 57-87). Springer, Cham.
• Norman, C., Mello, M. and Choi, B., 2016. Identifying frequent users of an urban emergency medical service using descriptive statistics and regression analyses. Western Journal of Emergency Medicine17(1), p.39.
• Young, J. and Wessnitzer, J., 2016. Descriptive statistics, graphs, and visualisation. In Modern statistical methods for HCI (pp. 37-56). Springer, Cham.
Cite This Work To export references to this Sample, select the desired referencing style below:
Copy to Clipboard
Statistical Analysis Of Weather Data On Humidity Of Bradford Global Assignment Help ,(2024),https://www.globalassignmenthelp.com/free-samples/research-project/statistical-analysis-of-weather-data-on-humidity-of-bradford
Copy to Clipboard
Copy to Clipboard
Global Assignment Help Statistical Analysis Of Weather Data On Humidity Of Bradford. (Global Assignment Help, 2024) https://www.globalassignmenthelp.com/free-samples/research-project/statistical-analysis-of-weather-data-on-humidity-of-bradford
Copy to Clipboard
Copy to Clipboard
Often times, students feel unable to work on assignments and think, “Who will do my assignment?” By providing "Sample" on various subjects, we are trying to help them understand all the intricacies of writing. We have the most qualified and skilled assignment writers who can provide the best assignment writing services, essay writing services, dissertation writing services, and more at the most affordable rates. Place your order now for surprising discounts.

Share Your Requirements Now for Customized Solutions.

Lowest Price
USD 7.13

Delivered on-time or your money back

100+ Qualified Writers

For Best Research Project Assignment Help

• 1423 - Completed Orders
Julienne Streep View Profile MBA - Operations Management USA Hire Me
• 1320 - Completed Orders
Mindy Crawford View Profile Master's in Business Mathematics and Statistics USA Hire Me
• 1635 - Completed Orders
Henry Paes View Profile Ph.D. in Health & Safety Management UK Hire Me
• 1286 - Completed Orders
Nancy Holmes View Profile Master in Autonomous Robotics Engineering USA Hire Me
View All Writers
FREE Tools

• Paraphrasing Tool

Easy to Use Paraphrasing Tool to Simplify Complex Academic Writing

Check Paraphrasing
• Plagiarism Checker

Check your work against plagiarism & get a free Plagiarism report!

Check Plagiarism
• Reference Generator

Get citations & references in your document in the desired style!

Generate References
• Grammar Checker Tool

Grammar Checker
• Essay Typer

Generate plagiarism-free essays as per your topic's requirement!

Essay Typer
• Dissertation Outline Generator

Get Structured Outline by Professionals for Your Dissertation

Check Dissertation
• Thesis Statement Generator

Create the perfect thesis statement in just few minutes!

Generate Thesis