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Data Analysis and Forecasting for Wind Speed in Birmingham

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Added on  2023-06-10

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This report provides a detailed analysis of wind speed data in Birmingham using mean, median, mode, range, and standard deviation. It also includes a linear forecasting model to predict wind speed on day 12 and 14.

Data Analysis and Forecasting for Wind Speed in Birmingham

   Added on 2023-06-10

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Data Analysis and
Forecasting
Data Analysis and Forecasting for Wind Speed in Birmingham_1
Table of Contents
INTRODUCTION...........................................................................................................................3
MAIN BODY...................................................................................................................................3
Tabulation of data collected regarding wind speed in Birmingham............................................3
Presenting the Data......................................................................................................................3
Calculating Mean, Median, Mode, Range and Standard deviation.............................................4
Using linear forecasting model to forecast the speed of wind on day 12 and 14........................7
CONCLUSION................................................................................................................................9
REFERENCES................................................................................................................................1
Data Analysis and Forecasting for Wind Speed in Birmingham_2
INTRODUCTION
Data analysis is very crucial for forecasting of data. The report will highlight how data is
structured and analysed. Data will be forecasted by data analysis.
MAIN BODY
Tabulation of data collected regarding wind speed in Birmingham
Date Wind Speed (in m/h)
08/04/22 22
09/04/22 18
10/04/22 18
11/04/22 15
12/04/22 15
13/04/22 23
14/04/22 17
15/04/22 14
16/04/22 22
17/04/22 18
Presenting the Data
Bar Chart
Data Analysis and Forecasting for Wind Speed in Birmingham_3
Scatter Plot
Calculating Mean, Median, Mode, Range and Standard deviation
Mean
Day Wind Speed (X)
Day 1
Day 2
Day 3
Day 4
Day 5
Day 6
Day 7
Day 8
Day 9
Day 10
0
5
10
15
20
25
Column 1
0 2 4 6 8 10 12
0
5
10
15
20
25
Column 1
Wind
Speed
(in mph)
Days
Days
Wind
Speed
(in mph)
Data Analysis and Forecasting for Wind Speed in Birmingham_4

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