Comprehensive Report: Data Analysis Tools & UK Vaccination Impact

This report provides a comprehensive analysis of vaccination rates in the UK, utilizing various data analysis tools and methodologies. The study aims to evaluate the impact of vaccinations, focusing on the collection and analysis of data related to first, second, and third doses. The methodology includes quantitative research, with data sourced from official sites. The analysis employs descriptive statistics and correlation analysis, visualized through graphs to present trends in vaccination uptake. The report also reflects on group dynamics, challenges faced, and potential improvements for future studies, emphasizing the importance of effective communication and collaboration. The findings indicate a higher uptake of the first dose compared to subsequent doses, highlighting areas for improved public health strategies.

Data analysis Tools and
application

TABLE OF CONTENTS
INTRODUCTION...........................................................................................................................3
MAIN BODY...................................................................................................................................3
Methodology...............................................................................................................................3
Explaining from where the data collected...................................................................................4
Explaining how appropriate the data collected...........................................................................4
Analysis of the data.....................................................................................................................5
Presenting and visualising the data.............................................................................................6
Evaluating the achieved outcome and conclusions drawn from it..............................................7
Assessing how the group function together and way of working in potential time differently. .7
Describing issues experienced and ways to exert differently in future.......................................8
CONCLUSION................................................................................................................................9
REFERENCES..............................................................................................................................10

INTRODUCTION
Data analysis tool is the procedure of taking the usage in respect to evaluate the gathered
information so that decision-making can become possible. In the current era, having utilization
of data analytical tool provides various benefits in turn accomplishing the objective of evaluating
particular situation in turn significant information can be obtained. COVID 19 is one of the
negative influencing circumstances for vaccination has been developed in respect to overcome its
impact. The aim of study is to evaluate people vaccinated in UK so that depth understanding can
be derived. Present study will give emphasis on formulation pf objectives, research
methodology, source of collection, analysis and presenting & visualization of data. This will
focus on explaining how group function & issues faced and its future application.
MAIN BODY
Aim: The aim of the recent study is to evaluate impact of people vaccinate in UK
Objectives:
To analyse the meaning of vaccination and its importance
To evaluate factors influencing vaccination procedure in UK
To ascertain people who vaccinated in UK
Methodology
Research type
In respect to accomplish the objective of study by giving focus on qualitative and
quantitative. The qualitative type of research is taken into consideration for collecting the
theoretical information by focusing on models and framework. In the quantitative research type
the focus in provided on having the fact based and numerical figures for formulating study. The
recent study regarding the evaluation the people who are vaccinated in UK, quantitative research
type has been taken into practice. The main reason behind having utilization of this research type
is to get the numerical details of the persons who have taken action for having precaution to deal
with the COVID 19 situations.
Data collection
Data gathering is highly important for accomplishing the purpose of study is to ascertain the
people who are vaccinated in UK. Information gathering can be exerted by using the source like
primary and secondary. The primary method is related with conducting the survey or interview

to gather details regarding people's opinion & views in respect to particular subject matter.
Secondary method of data gathering is related with having such information which is has been
already collected and published for the usage of people. In order to accomplish the present
study's objective of ascertaining people who are vaccinated the significant method such as
secondary has been taken into process.
Data analysis
This refers to evaluating the collected data in turn reaching the conclusion through
proper focusing on crucial points can become possible. There are two methods which can be
concentrated for accomplishing the objectives and aim of current research (Ghani and et.al.,
2019). This comprises thematic test analysis and excel tool which are used for qualitative and
quantitative respectively. The current study is exerted in quantitative manners so excel tool of
data analytics has been utilized in turn significant presentation and understanding of data in
precise manner can become possible. On the basis of this, it can be interpreted that data analysis
can be properly conducted to get the accuracy and effectiveness in meeting purpose of study.
I have contributed in the research by collecting the data from the particular official site of
where the data regarding COVID 19 has been given. My contribution in the particular research is
to visualize the information with help of excel analytical tool.
Explaining from where the data collected
It can be interpreted that data has been collected from the official site (Attached in the
references). The particular site is helpful in giving the appropriate information that is useful in
gaining ability to evaluate people vaccinated in UK. There is information given about the
specific subject matte in quantitative manner so that ascertaining the objective articulated for
completion of the study has become possible.
Explaining how appropriate the data collected
The collected data is appropriate as it is helpful in gaining the significant information
regarding the people vaccinated in UK. This is the official site that been published by the
authorities which indicates its reliability and effectiveness. The particular data gathered is found
to be validated as no alternation in the information has been conducted to comply with ethical
requirements (Nayak and Singh, 2021.). The source of data collection is highly secured and copy
right based information which is specifying that how effectively the study formulated is reliable.

Reference for giving credibility has been taken into procedure which shows that there are
significant aspects has been involved for making the presentation reliable & valid investigation.
Analysis of the data
After gathering the data, it is very important that proper analysis is being done so that
objective of the study can be maintained. This is necessary for the reason that when the data is
analysed in proper manner then this improves the working efficiency and objectives are being
met.
Descriptive statistics
First
dose
Second
dose
Third
dose
Mean 2045.28 1584.11 544.438
Standard Error 214.61 254.331 200.19
Median 2508.2 2063.25 0.75
Mode #N/A #N/A 0
Standard
Deviation 858.441 1017.32 800.76
Sample Variance 736920 1034947 641217
Kurtosis -0.0584 -1.4851 -0.3802
Skewness -1.1154 -0.5618 1.16025
Range 2635 2637.1 2078.9
Minimum 207 17.5 0
Maximum 2842 2654.6 2078.9
Sum 32724.5 25345.8 8711
Count 16 16 16
With the analysis of the descriptive statistics it is clear that on an average the majority of
people has taken the first dose more. Also with the analysis it is clear that the third dose is the
least which is being taken by the people in UK. Also the deviation and dispersion of the data in
case of first dose is more as compared to the other two doses. This is necessary for the reason
that most of the people are aware that they have to take up the vaccination so that this can be
improved in better and effective manner. Also, the minimum number of vaccine for first dose
taken in a month is 207 and second dose involves 17.5 and third dose is 0. On the other hand, the
maximum is 2842 for first dose, 2654.6 for second dose and 2078.9 for third dose.
Correlation

First
dose
Second
dose
Third
dose
First dose 1
Second
dose 0.93074 1
Third
dose 0.48723 0.59725 1
With the analysis of the above the data it is clear that there is high correlation between
the first and second dose of vaccine. But there is moderate correlation between the third dose and
it is high in case of the first dose with the second. This is necessary for the reason that there is
requirement of vaccination for making the people strong and this is increasing which is good for
the country.
Presenting and visualising the data
First
dose
Second
dose
Third
dose
Apr-22 643.1 602.4 473.3
Mar-22 2842 2654.6 2078.9
Feb-22 2557 2374.7 1842.3
Jan-22 2808.2 2584.5 1950.2
Dec-21 2771.2 2530.2 1441.8
Nov-21 2638.5 2402.5 699.1
Oct-21 2664 2444.1 223.9
Sep-21 2530.7 2303.7 1.5
Aug-21 2556.3 2199.5 0
Jul-21 2485.7 1927 0
Jun-21 2202.3 1574.3 0
May-
21 1984.1 1099 0
Apr-21 1707 490.3 0
Mar-21 1385.8 112.8 0
Feb-21 741.6 28.7 0
Jan-21 207 17.5 0

With the analysis of the above graph it is clear that first dose is the maximum which is
being taken by people in UK. On the other hand, second and third dose is less which is taken up
by people living in UK. Also, it is necessary for the researcher to improve the awareness relating
to third dose as well. This is because of the reason that in case booster dose will not be taken
then this will be affecting the working efficiency to a great extent.
Time series

With all the graphs it is clear that on an average the first dose has been taken by the
majority of the people and the third one is the least taken.
Evaluating the achieved outcome and conclusions drawn from it
From the evaluation of the conducted data collection and analysis it can be interpreted
that there are three types of the vaccinations that has been taken by people in UK (Ribeiro-
Navarrete, Saura and Palacios-Marqués, 2021). On the basis of this, it can be interpreted that
there are larger number of people who have given emphasis on having first dose as compared to
the other two types of the vaccinations. It can be interpreted that second vaccination is taken

more than 3rd dose and less than compared to 1st. There are different kinds of vaccination but
higher level of focus is provided on having 1st dose by the people in UK.
Assessing how the group function together and way of working in potential time differently
As per my views, there are different kinds of the actions which are taken into procedure
for ensuring that effective completion of goal o task can be attained. There are various tasks
which are required to be achieved in precise and significant manner by ensuring that higher level
of effective result can be received. In order to function group in effective manner identifying the
activities and delegating the actions has been done by avoiding the biasness (Lacerenza and
et.al., 2018). Topic selection, data collection, analysis and interpreting in accurate manner has
been done by getting equal contributor from team member. I think that there is availability of
distinct skills among all of us that involves significant communication, acceptance of diverse
working culture, time management, collaboration and relationship building. This has contributed
to attain the precise ability to fulfil requirement of study by me. The group has followed structure
hierarchy for attaining the assigned task in formal manner so that achieving objective to get
higher effective performance.
In the potential conducting, major focus on usage of recording and analysing the overall
performance to evaluate the lacking areas in turn execution of modified course of action can
becoming possible. I will give focus on having the reliable & validate communication procedure
so that eliminating duplication of work to get quality performance can become possible. These
specified course of action can allow me to get the Highers competitiveness to get the reliable
outcomes.
Describing issues experienced and ways to exert differently in future
I have evaluated that there are various barriers that are faced in formulation of the
current research study. In addition to this, issues include having inappropriate coordination in
sharing information that has resulted in duplication of work (Salas and et,.al., 2018). There are
various factors that has adversely impacted the performance while working in team that involves
time management. The particular project completion has faced difficulty of prioritizing the
activities in crucial manner in turn better accomplishing of objective of having higher results to
maintain the accuracy. In addition to this, I have faced the issue of properly having involvement
with the other manner due to differentiation in the personalities that has impacted in adverse
manner. The main reason behind this is to prevailing the interior competition.

The particular study in future can be conducted in differentiable pattern via developing
good relation through assessing the strengths and weaknesses of each member. This can be
helpful in ensuring that good support to each other can be provided in respect to get the mutual
understanding of significance of quality work. In addition to this, for avoiding these challenge
arising the focus can be provided on having both formal & informal communications to develop
polite working culture in turn higher efficiency and effectiveness in meeting the results can
become possible. On the basis of this, it can be interpreted that with help of these actions
achieving objectives in future in effectual manner can become possible.
CONCLUSION
From the above information it can be concluded that there are various number of people
who are vaccinated in UK for overcoming the COVID 19 situations. There are three types of the
vaccination which are implemented in UK by government but people have largely consumed
first dose as compared to the other forms. This is indicating that major number of people are
emphasizing on receiving the dose of vaccination for complying with the government rules and
regulation. The current investigation has given emphasis on formulating aim & objective and
research methodology for gaining clarity. In addition to this, data visualization and analysis has
been comprised in presentation. There is emphasis provided on involving reflection regarding
how group worked together & issues faced and their future implication in the present study.

REFERENCES
Books and Journals
Ghani, N. A. and et.al., 2019. Social media big data analytics: A survey. Computers in Human
Behavior. 101. pp.417-428.
Lacerenza, C. N. and et.al., 2018. Team development interventions: Evidence-based approaches
for improving teamwork. American psychologist. 73(4). p.517.
Nayak, J.K. and Singh, P., 2021. Fundamentals of research methodology problems and
prospects. SSDN Publishers & Distributors.
Pandey, P. and Pandey, M.M., 2021. Research methodology tools and techniques. Bridge Center.
Ribeiro-Navarrete, S., Saura, J.R. and Palacios-Marqués, D., 2021. Towards a new era of mass
data collection: Assessing pandemic surveillance technologies to preserve user
privacy. Technological Forecasting and Social Change. 167. p.120681.
Salas, E. and et,.al., 2018. The science of teamwork: Progress, reflections, and the road
ahead. American Psychologist. 73(4). p.593.