Thursday, 18 April 2019

Database Schema


While designing this database, I came across a number of problems: poor indexing and drawing a single table for all domain values. The Payment section was difficult to develop as I did not know how to index it properly and correctly. There are times when an application or user needs to query several columns of a table. As the number of rows was recorded, the table grew significantly and this impacted the time queries took to complete. To speed up the process and to reduce the effect of overall table size, I had to spend extra time in indexing the table columns, and this helped me make the entries visible instantly. For this purpose, I have to invoke a SELECT query, which sometimes leads to deterioration of the INSERT, UPDATE and DELETE commands. The indexes were to synchronize to the content of the database. The problem was finally solved by having a single index for all columns, and this was distinct from the main key I used to query the table.
Another significant problem was that an all-encompassing domain table did not prove to be as beneficial as I expected it to be for the database design. In the Bill section, it took me a lot of time and energy to mention the number of the bill, date of the bill and status of the bill. It should be noticed that a relational database is built around the idea that every object in the database will represent one thing only. As part of the normalization process, the breaking down and isolation of data ended in every row which represented a single thing.
While modeling or mapping the schema, I found it difficult to store or maintain data. When I used the code that could help access the database, it took me a lot of time to store and maintain the data (Elmasri, 2018). At this point, I felt that it was good to get a programmer involved. The stored procedures provide us with the power to change features of the database code without the involvement of additional resources. Finally, I was able to make small changes and a couple of major upgrades (such as changes in the SQL syntax) in order to ease my work.
Based on the requirements of the project and the database schema, the first hosting option is HostGator. It is known to provide shared, virtual private server, reseller and dedicated web hosting services. Another ideal option is Bluehost, which is a reputed web hosting company by Endurance International Group. Bluehost operates all of its servers in-house, which means quality is always guaranteed. One of the major advantages of this hosting service is that its servers are powered by HTTP/2, NGINX+ caching and PHP7 (Halpin et al. 2003).
An SQL Server with up to three terabyte data storage capacity is required to store the five-year-old history of the data. This will be loaded from the new internal data warehouse and the historical pharmacy uploads. The estimated budget for the server is $25,000 USD, and nearly $ 60,000 will be spent on other things.
The one limitation of the current data warehouse is that it will be used to load the proposed data structure, with focus on historical data only. I think that this could be improved by focusing both on the latest and historical information. As far as the design is concerned, I think that it is an innovative design and will help store patient data in a better way.


References
Sabo, A. (n.d.). Retrieved from https://www.gcumedia.com/digital-resources/cengage/2018/database-systems_design-implementation-and-management_13e.php
Halpin, T., Evans, K., Hallock, P., & Maclean, B. (2003). Generating a Physical Database Schema. Database Modeling, 231-253. doi:10.1016/b978-155860919-8/50015-1
Elmasri, R. (2018). Database Schema. Encyclopedia of Database Systems, 973-974. doi:10.1007/978-1-4614-8265-9_80735
Raflik, M., & Pätzold, B. (1990). Database Schema Definition. CAD*I Database, 101-121. doi:10.1007/978-3-642-84335-8_5
Database Schema Integration. (n.d.). SpringerReference. doi:10.1007/springerreference_61915

INVESTMENT AND MANAGEMENT STRATEGIES


It is quite difficult to imagine if someone is not familiar with the two names: Walmart and Tops Friendly Markets. But if it is still the case, let us briefly introduce the two American retailers with great magnitude.
Walmart
Founded by Sam Walton in 1962, Walmart is a retail corporation that operates more than 11,000 stores in around 27 countries (Anon, 2012). The company operates under 55 different names in various multinational markets and is regarded as the largest private sector employer and the largest company by revenues. Walmart has many competitors in the market, but it has been at war with Tops Friendly Markets.
Tops Friendly Markets
Founded in the same year, 1962, by Armand Castellani and Thomas Buscaglia, Tops Friendly Markets is a chain of supermarkets that has its head office in New York City (Kumar, 2014). The American retailer has acquired many other food and grocery chains over the years in order to expand its network. It also went through hard times in early 2018, when the owed company debt went up to $720 million but the company re-emerged from these crises.
Walmart vs. Tops Friendly Markets
Walmart and Tops Friendly Markets have been serving American customers for more than half a century now. We can easily assume that they have so much experience under their belt and that they simply cannot go wrong. Unfortunately, that is not the case.
Tops Friendly Markets has seen a lot worse in recent years as compared to its competitor. The supermarket has closed down many of its underperforming stores, and this is caused by poor management at the top level (Anon, 2015). Where many new chains heavily invested in new technologies and infrastructure to add value in customer experience, Tops Friendly Markets has failed to proactively invest in such value-laden services. The New York-based retailer has been reluctant in reducing its prices to attract more customers which remain a sheer example of poor management.
Walmart, on the contrary, has also felt the pressure of squeezed retail market; however, it has been very flexible in its approach towards adopting the change. The giant, to stay competitive, has offered price cuts and runs various promotional campaigns for its wide range of products. This attracts the customer to shop in its stores.
The company’s overall successful expansion in global markets is proof of its investment strategy (Anon, 2019). Although it operates under different brand names internationally, the company keeps the core values the same which are to attract the customers with in-store prices and quality service. ‘SAVE MONEY, LIVE BETTER’ is the same slogan Walmart uses for its US-based chain and UK-based superstore, where it operates under the brand name ASDA.
In late 2018, Walmart made another smart investment with Microsoft and Google to enhance its customer experience. The company has made active acquisitions to boost its presence in the world of e-commerce. The company also spent huge sums to enhance its in-store automation operations across 5000 outlets.
This is the brief discussion of how Tops Friendly Markets has built a huge debt over the years and how it has failed over time due to its poor management. The investment in the futuristic opportunities was also taken into consideration. We have also discussed how Walmart has been actively taking decisions of forming partnerships and acquisition of companies to ensure that the company does not suffer from any unwanted and unseen surprises.

Monday, 15 April 2019

Childhood Vaccination


Summary of the Article
The article I am going to analyze was published by Anders Hviid and their team in Annals of Internal Medicine (ACP), on March 5, 2019. According to the researchers, there is a strong link between mumps, measles, autism, and rubella (MMR) vaccine, which is why people are worried about whether their children should be vaccinated or not (Hviid et al. 2019). It has long been believed that the use of the MMR vaccine can increase the risks of autism in children. In order to prove their viewpoints, Anders Hviid and their team got over 650,000 children involved in the study. The years of their birth were from 1999 to December 2010. They made the wise use of the Danish population registries in this study. Survival analysis of the time to autism diagnosis with Cox proportional hazards regression was also used for estimating the level of seriousness of this issue. The results of this study revealed that only 6500 children with measles and mumps were diagnosed for autism, and unvaccinated kids had yielded an adjusted autism hazard rate of 0.93. In the meantime, no risks for autism were found in other children who were being given the MMR vaccination. This study made it clear that the notion that the MMR vaccination increases the risks for autism has nothing to do with reality.
The fact is that the MMR vaccine is safe to be used in situations when children have mumps, rubella, and measles. The first dose must be given around nine to fifteen months of age, followed by a second dose at the age of six years. After these two doses, over 96 percent of people have been protected against measles, mumps, and rubella, and only two of them have complained about autism. The MMR vaccination is also good for those who have weak immunity, and for those who have HIV/AIDS. Within a few hours, the disease can be cured if vaccination is done quickly and proficiently.
Ethical Issues Discussed in the Article
The first ethical issue discussed in this study is that information of the participants was collected from multiple sources, such as from psychiatrist wards of reputed hospitals and private children clinics. It is a matter of ethical consideration as the privacy of those children should be the top priority. Though their data or personal details were not shared with anyone, it became difficult for Anders Hviid and their team to collect, organize, structure and store data precisely and accurately. It took them many months to complete this project, and during this time, their core responsibility was to ensure the privacy of participants regardless of their age, class, gender or background. In the beginning, it looked like the experts were aware of the significance or value of protecting user data, but when they began sharing results with the public, they told the actual names of participants.
Another problem with this study is that they collected information or got participants from Denmark involved. It was better for Anders Hviid and their team to involve children from different parts of the country/world. The chance is that those living in Denmark are safe due to the kind of MMR vaccination being given to them. It does not mean children living in other parts of the world will also remain safe. Maybe, some of them will develop autism while getting the MMR vaccination.
Another concern is that this study was conducted on children who were born between 1999 and December 2010. I think that it was good if Anders Hviid and their team had chosen a specific age group for their study. For example, they could test their hypothesis on children aging from 0 to 4 years, in order to come up with more précised and clearer results.
The Dimensions of the Issue
As far as the dimensions of this issue are concerned, we have studied in our class that respect should be given to all human beings irrespective of their age groups (Degrazia, 2017). In this particular study, I found that Anders Hviid and their team did not pay much attention to the protection of user data. They shared detailed names of the children (the participants) on the web in order to get the public involved in the issue. The experts also discussed different risk factors of autism, and it looks like certain variables with missing values were still used to conduct the study. This impacted their analysis to an extent, even though they were able to prove their hypothesis: the MMR vaccination does not cause autism in children with measles and mumps. In order to come up with better and satisfactory results, the researchers included a missing value category in their analysis.
The benefits of measles and mumps vaccination in preventing illnesses, disability and death have been well documented. Fortunately, only a handful of cases of autism have been recorded in the last few years. For example, in the United States, the licensed measles and mumps vaccination saved the lives of up to 17,000 children in 2015, and only one of them had developed autism, which was not because of the use of MMR vaccination but due to an undisclosed reason. While sharing health-related data with the public, it is mandatory for experts like Anders Hviid to communicate in a simple and easy way, as their results or research projects could impact the lifestyles and mindset of numerous people. For instance, they should have communicated with the public in a different way rather than sharing information of the children openly and giving tough times to them and their families.


References
Hviid, A., Hansen, J. V., Frisch, M., & Melbye, M. (2019, March 05). Measles, Mumps, Rubella Vaccination and Autism: A Nationwide Cohort Study. Retrieved from https://annals.org/aim/fullarticle/2727726/measles-mumps-rubella-vaccination-autism-nationwide-cohort-study
Degrazia, D. (2017). The Ethics of Animal Research: What Are the Prospects for Agreement? Animal Rights, 369-380. doi:10.4324/9781315262529-25

Linear Regression


Question#1
If I am to model the relationship between the mean or expected number of games won by a major-league team and the team’s batting average is x, then a straight line would be used and the slope of a line would be negative. This is because a negative slope line implies that y will decrease when x increases and vice versa. An example of a graph with negative slope is as follows:
Negative Slope

m =   =   = - 
This indicates that when x increases by 3, then y decreases instantly by 4, and when x decreases by 3, then y increases automatically by 4.
Question#2
The pattern revealed by the scattergram agrees with my answer to part a.
In order to construct a simple linear regression of the data, a linear relationship between the two variables should exist. Whilst there are a couple of ways to determine whether the linear relationship is present between the two variables or not, the best way is to create a scatterplot using SPSS in which the dependent variable can be plotted against the independent variable.

The eqaution of least squares line is ŷ= a + b x.
Question#3
This graph reveals that the least squares line fits the point on my scattergram.
Question#4
After looking at the data, I have found that the mean or expected number of games won is strongly related to a team’s batting average, as the two variables are positively related to one another and their highest values are also interlinked.
Question#5
From the regression equation, I have seen that the straight line expression is 119.86 +0.346x. It is a reliable equation as the regression F value is <0.05. In the meantime, the value of   and   are 119.86 and 0.346 respectively. These values have been obtained from the regression table.
Question#6
The equation of the least squares line for Brand A and Brand B is as follows:
y = mx + b
Here,
y = how far up
m = gradient or slope (how steep the line is)
x = how far long
b = the Y intercept (the line that crosses the Y axis)
Question#7
For the first brand:
For the second brand:
Question#8
I would like to use the least squares line to predict useful life for a given cutting speed for the second brand, as its value of y is better than the first brand’s value of y.
Question#9
The equation of the least squares line is as follows:
Question#10
After testing at α = 0.05, I have found that the straight-line model contributes information for predicting overhead costs.
Question#11
While a scatterplot allows us to check for autocorrelations, the Correlation matrix is the most effective and best assumption to be made about the random error ϵ in this problem. While computing the matrix of Pearson’s Bivariate Correlation among all independent variables, the Correlation matrix should be smaller than 1.
Question#12
The slope of the least squares line is positive as r is positive.
Question#13
The slope of the least squares line is negative as r is negative.
Question#14
If the value of r is 0, then this will indicate that there is no linear relationship between the data. It means if the value of x increases, then the value of y will also increase. In this situation, the slope of the least squares line will be 0.
Question#15
If the value of r2 is 0.64, then this will indicate that there is a positive linear relationship between the data. It means if the value of x increases, the value of y will automatically decrease. In this situation, the slope of the least squares line will be uneven.
Question#16
The correlation coefficient for both sets of data is as follows:

Coefficient, r
Strength of Association
Positive
Negative
Small
.1 to .3
-0.1 to -0.3
Medium
.3 to .5
-0.3 to -0.5
Large
.5 to 1.0
-0.5 to -1.0

Question#17
The accuracy of weigh-in-motion data is always less for the static weigh scale in which the environment is better controlled. In the absence of the correlation coefficients, it will never be possible to determine the effectiveness of the weigh-in-motion scale.
Question#18
The equation of the least squares line is as follows:
Question#19
When the test is done using α = .05, we can easily say that the data does not support this concept.
Question#20
The estimate of the intercept β0 and slope β1 is 0 and 2 respectively.
Question#21
Yes, the annual energy consumption is positively and linearly related to the shell area of the building.
Question#22
From this photo, it is evident that the observed significance level of the test of part b is 28.
Question#23
The coefficient of determination for a linear regression model with one independent variable is as follows:
R2 = { ( 1 / N ) * Σ [ (xi - x) * (yi - y) ] / (σx * σy ) }2
Here,
N = The total number of observations done as part of this model.
Σ = The summation symbol
xi = The x value for observation i
x = The mean x value
yi = The y value for observation i
y = The mean y value
σx = The standard deviation of x
σy = he standard deviation of y.
Question#24
The predicted value of energy consumption can be determined in the following way.
Here
There is a 95 percent probability, so the confidence interval of the regression line can easily be calculated using the data.
Here
The standard error of the prediction is
For the specific value x0 the prediction value will be
73.16.
This interval is useful as it helps come up with satisfactory results.
References
Nelson, P. R., Copeland, K.A.F., & Coffin, M. (2003). Introductory Statistics for Engineering Experimentation. Burlington, US: Academic Press.
Hoerl, R., & Snee, R. (2012). Wiley and SAS Business Series: Statistical Thinking: Improving Business Performance (2). Hoboken, US: Wiley.
SAGE Publications Ltd. (2017). Correlation and Regression – Pearson [Video file]. doi: 10.4135/9781526400086.
SAGE Publications Ltd. (2014). Correlation & Simple Regression [Video File].doi: 10.4135/9781473996922

Annotated Bibliography


Rodgers, Carole. Beaded Jewelry with Found Objects: Incorporate Anything from Buttons to Shells. Iola, WI: Krause Publications, 2004.
According to Carole Rodgers, a large number of traditional and folk customs are associated with the Dragon Boat Festival (also known as the Duanwu Festival), which falls on the 5th of the lunar month. People living in different parts of China love using the personal fragrance pouch on this special occasion.
Wang, Guannan, Hua Tang, Dazhou Chen, Jie Feng, and Lei Li. "Determination of Five Synthetic Musks in Perfume by Headspace Solid-phase Microextraction and Gas Chromatography-mass Spectrometry." Chinese Journal of Chromatography 30, no. 2 (2013): 135-40. doi:10.3724/sp.j.1123.2011.10018.
Guannan Wang and the team are of the view that the perfume pouch (also called hebao, Xiangbao, Xiangdai or Xiangnang) is one of the most famous and best-selling fashion products in the history of China. Previously, it used to come in the form of insects, but now different styles and sizes of the pouch have been introduced to the public.
"Perfume." Van Nostrands Encyclopedia of Chemistry, 2005. doi:10.1002/0471740039.vec1899.
In this source, it has been mentioned that a piece of fine cloth, traditional and pleasant Chinese smell, and some colorful strings are combined to form the Chinese perfume pouch.
Zhao, Sihan, Zhengmeng Wang, Hongxia Deng, JiahuiDuan, Jinyi Wang, and Shuhui Liu. "Determination of Total Phthalates in Perfume and Their Exposure Assessment." Chinese Journal of Chromatography 35, no. 12 (2017): 1301. doi:10.3724/sp.j.1123.2017.08026.
According to Sihan Zhao and the team, it was during the Qing Dynasty when perfume pouches became an integral part of people’s lives. They came into being when perfumes containing herbs and medicinal smell became common.
Zhao, Sihan, Zhengmeng Wang, Hongxia Deng, JiahuiDuan, Jinyi Wang, and Shuhui Liu. "Determination of Total Phthalates in Perfume and Their Exposure Assessment." Chinese Journal of Chromatography 35, no. 12 (2017): 1301. doi:10.3724/sp.j.1123.2017.08026.
According to Sihan Zhao and the team, it was during the Qing Dynasty when perfume pouches became an integral part of people’s lives. They came into being when perfumes containing herbs and medicinal smell became common.
"Chinese Herb Names." A Materia Medica for Chinese Medicine, 2009, 1005-007. doi:10.1016/b978-0-443-10094-9.00029-7.
In this source, it has been mentioned that Chinese sellers proudly sell their perfume pouches and other products in the global markets, and it looks like without these items, the world of fashion is incomplete.
Milinski, Manfred. "Perfumes." Evolutionary Aesthetics, 2003, 325-39. doi:10.1007/978-3-662-07142-7_12.
According to Manfred Milinski, with the success of e-commerce in China, it has now become easy to get access to sellers who sell perfume pouches on reasonable prices. Similarly, high-resolution content of perfumes is the basic requirement of buyers living in different parts of the world.
Lindqvist, Anna. "Preference and Gender Associations of Perfumes Applied on Human Skin." Journal of Sensory Studies 27, no. 6 (2012): 490-97. doi:10.1111/joss.12014.
Anna Lindqvist is of the view that the perfume market is still under exploitation, and the only way to deal with this problem is to introduce hundreds to thousands of perfume pouches to the global markets. Knowing that there are over 400 million netizens in China, it makes sense to use specific means of communication that let Chinese fashion brands target potential customers.

Ohloff, Günther. "The Fragrance of Ambergris." Fragrance Chemistry, 1982, 535-73. doi:10.1016/b978-0-12-685850-1.50020-6.
According to Gunther Ohloff, the perfume industry has seen various revolutions since the advent of Xiang Nang. Ambergris, a flammable substance, is used to manufacture the fragrance of ambergris. In China, this fragrance is proudly carried in a personal fragrance pouch. Freshly produced ambergris comes in a marine odor, which was loved and bought in a large number by ancient Chinese.
Demole, Edward P. "The Fragrance of Jasmine." Fragrance Chemistry, 1982, 349-96. doi:10.1016/b978-0-12-685850-1.50015-2.
The sweet scent of jasmine urged people belonging to the fashion industry to make it a fragrance. For centuries, bottles of this perfume are being sold all over the world, and in China, it comes in interactive personal pouches, which have their unique styles, sizes, and colors.
Rowe, David. "Overview of Flavor and Fragrance Materials." Practical Analysis of Flavor and Fragrance Materials, 2011, 1-22. doi:10.1002/9781444343137.ch1.
According to David Rowe, the beauty industry has seen various new perfume carriers in recent years, but nothing could gain as much success and prominence as Xiang Nang has gotten. A smart design and traditional Chinese style are two key characteristics of Xiang Nang that help this personal fragrance pouch stand out from the crowd.
Lindqvist, Anna. "The Gender Associations of Perfumes." Annual International Conference on Cognitive and Behavioral Psychology, 2012. doi:10.5176/2251-1865_cbp70.
Anna Lindqvist is of the view that modern perfumes come with blends of aroma, and people worldwide do not like buying them without personal pouches. It’s true that some of the pouches have lost their original shape and look, but they are still used by both Chinese and international people, thanks to their light weights and interactive designs and colors.
"You Fancy Yourself." You Fancy Yourself, 2009. doi:10.5040/9781770917316.00000009.
Some people in the past used to carry Xiang Nang to enhance their beauty and look, and the others considered it a must part of the Chinese tradition. In one way or the other, ancient Chinese made the excessive use of personal pouches to fancy themselves. Today, these are being sold both on the internet and physically located stores.
Poucher, W. A. "The Production of Natural Perfumes." Perfumes, Cosmetics and Soaps, 1993, 16-40. doi:10.1007/978-94-011-1484-4_2.
W.A. Poucher is of the view that natural perfumes are now produced in large quantities. The way they are packed and carried is quite unique; people who carry a personal pouch get more appreciations than those who keep their perfumes in ordinary handbags. Thus, it can be said that Xiang Nang has become a must part of the people’s lives, the ones who are fashion oriented and want to leave a good impression on everyone around them.
"Pouches and Purses: Ante-1100." Encyclopedia of Medieval Dress and Textiles. doi:10.1163/2213-2139_emdt_com_523.
In this article, it is clearly mentioned that adornment is an ornament or accessory worn to enhance the personality and beauty of the wearer. Among those so many ornaments that are bought the world over and are a prior choice of fashionable people, Xiang Nang is the most prominent and best option.


Elizabeth I of England


Born in September 1533, Elizabeth I was a queen of Ireland and England. She ruled the two countries from November 1558 until her death in March 1603. She is also remembered with the names of Good Queen Bess, Gloriana and The Virgin Queen. Elizabeth was the last of the five monarchs of the House of Tudor. She was born to Anne Boleyn and Henry VIII; Anne was Henry’s second wife, and their marriage was declared invalid. For many years, Elizabeth could not get her identity as she was called illegitimate. After the death of her step-brother, Edward VI, the crown was shifted to Lady Jane Grey, ignoring The Roman Catholic Mary and Elizabeth. Later on, the will of Edward was set aside, and The Roman Catholic Mary got a chance to become the queen (Duckett 65). During her reign, Elizabeth was put behind bars for several months due to the suspicion of supporting Protestant rebels.
Her ascension to the throne required a great deal of good luck. It was after the death of Mary in 1558 when Elizabeth was allowed to wear the crown and to rule England and Ireland. Prior to this, the crown was given to her step-siblings, and Elizabeth had to wait for many years for her turn to become the Queen of Ireland, Wales, and England. In simple words, it can be said that Elizabeth was kept in a long queue before she could get a chance to dominate certain parts of Europe (Scott 25).
Before she could become a queen, Elizabeth was a political prisoner, as she was imprisoned in 1554. In those days, it was considered that Elizabeth was trying to go against Queen Mary I, which is why she was given the punishment for nearly one year, and it was not easy for Elizabeth to spend her days in the jail.
It’s safe to say that Elizabeth is remembered for her high-end outfits and gorgeous personality. It would be surprising to know that her wardrobe was one of the most expensive in the world. According to Victoria Duckett, Elizabeth owned clothes worth $200 million. In addition, she had up to two thousand pairs of gloves and nearly five thousand pairs of socks (Duckett 12). It is a common observation that actors and actresses these days spend thousands of dollars on a single outfit. All of them seem to have a craze for being fashionable and for looking prominent and best. However, in the past, only a few people had the sense to spend this much on their outfits, footwear and beauty products, Elizabeth being one of them. She was habitual of buying new clothes almost daily, and she always wanted to look better than others.
There are only a handful of rulers in the history who believed in astrology. Queen Elizabeth was one of those very few individuals who trusted luck blindly. She had kept a personal astrologer called John Dee. He was not only an astrologer but also a chemist and mathematician. John Dee was basically responsible for telling the queen what to do, where to go, and how to take the decisions. It is said that Elizabeth had increased her dependence on Dee’s advice and counsel in the scheduling of urgent events, and some say that she was in regular touch with her astrologist when she decided to defeat death.
There was a cult surrounding Elizabeth right after her claim of the throne. A team of advisors encouraged Elizabeth to wear glittering outfits. With time, her depictions in both written and visual media started incorporating likenesses of classical goddesses. For example, she was compared to Diana (the Greek deity), Astraea and Venus. Today, a significant number of paintings and written works can be seen in which Elizabeth is discussed, and her photographs are present in almost all art galleries and museums in the world. This trend of work is called the Cult of the Virgin Queen or the Cult of Elizabeth. There is no information on whether she had an interest in getting herself painted by an artist or she was urged to do so by her legal advisors, in order to build the people’s confidence in the way she ruled England and Ireland.
Queen Elizabeth I is one of those very few female rulers who paid utmost attention to providing the poor with healthy food and proper medical assistance. For this purpose, she pioneered legislation and implemented certain strategies that were meant to facilitate both the rich and the poor, especially low-income families. Amazingly, none of her policies caused propaganda; in fact, Elizabeth’s administration did a lot of good things for the people. For instance, she oversaw the nation’s attempt at poverty relief: a gradual accumulation of rulings such as essential taxation towards the end, which had culminated with the Elizabethan Poor Law in 1601.
It’s true that Elizabeth was born and raised in the Western environment and she could speak English fluently. However, only a few people know that she knew how to speak Latin, Italian and French. In fact, Elizabeth had translated collections of texts into these languages. The queen could also speak Welsh, Spanish, Flemish, Greek, Irish, and the now tongue of Cornish.
In the past, several rumors tied Elizabeth to Shakespeare. She was a woman with a creative mind, and her mission was to remain in power while serving humanity. She also emphasized the need to advance the theatrical arts, and her devotion and love for art and stage led to an assortment of musings about Elizabeth’s relationship with William Shakespeare. It is also said that the playwright had a personal relationship with the queen, and both of them were often blamed for having physical relationships.
It was common for queens and kings in the past to have multiple romantic relationships. If the tabloids were present in the 16th century, they would have covered the entire life of Queen Elizabeth I in detail. She turned down various proposals, including the likes of French brothers Francis and Henry II, Archduke Charles from Austria, King Philip II from Spain, Dukes of Anjou and King Eric XIV from Sweden. The fact is that throughout her life, the queen got various proposals for marriage and it became too difficult for her to decide whom to trust for spending the whole life with.
Finally, her affair with her childhood friend Robert Dudley caught the world’s attention, but he married with Amy Robsart, and after this, Elizabeth could not fulfill her desire to tie the knot with Robert. In 1560, after the sudden death of his wife, Elizabeth resisted marrying Robert Dudley. Some years later, she came to know that he was looking for a second wife, and then she came to know that Lettice Knollys was his second wife. Amazingly, the scandals of Elizabeth were not limited to her marriage proposals. She was in the spotlight due to her affair with high profile men such as Sir Walter Raleigh, Aristocrat, Robert Devereux, Lord Chancellor Christopher Hatton and 2nd Earl of Essex.
Despite the so many romantic scandals and marriage proposals, Elizabeth did not marry. She was the only English queen who decided to live alone. It is believed that she had high standards and wanted her husband to be perfect at every single thing. Unfortunately, the adorable queen could not get as perfect and handsome man as she dreamt of, which is why she chose to live alone. There is no information on who urged her to stay single, but it is said that Elizabeth did not want anyone to rule England and Ireland along with her.
Besides being the last monarch to remain unmarried, Elizabeth was the last person to rule England prior to its union with Scotland. She died in 1603, and in the same year, the Treaty of Union took effect. Her successor, James I, supervised the entire process right after Elizabeth’s death. Furthermore, Elizabeth was one of those five final queens and kings who ruled under the Tudor dynasty.
Her age was 69 at the time of her death. Queen Elizabeth I is regarded as the oldest and one of the most proficient monarchs of English history. She broke the record of nearly 250 years set by 67-year-old Edward I, who held this honor till 1754. It was when King George II had hit a ripe old 67 while ruling over what is now called Great Britain (Orr 36).
Despite her great sense of fashion, Elizabeth could not maintain her beauty and grace for long. In the 1560s, she suffered from hair loss and skin problems, and after that, she lost her attraction and began looking like an old lady. Later on, she got some medical treatments and was able to keep up her appearance with a supply of gallant wigs and applications of white makeup over her face.
The defeat of the Spanish Armada in 1588 was one of England’s biggest and most prominent military achievements. In those days, Queen Elizabeth delivered an impressive speech with an aim to motivate her troops who were gathered at Tilbury Camp in order to defend the state against the Spanish invasion. After the successful defense of the Kingdom, Elizabeth came forward and encouraged everyone in a sense of nationalism and pride. In her speech, she used remarkable words, saying “I have the body of a feeble and weak woman, but my heart is of a king.” She further said that she loved her people, especially the officers who were forefront during the conflict. She tried her best to place the feelings of love, affection, and strength in everyone’s heart. Amid the battle, she motivated her troops to either fight with the courage to with the war or die as heroes.
For the colonization of Ireland, Queen Elizabeth I addressed the heated religious tension and tried to reestablish the Church of England as soon as possible. She announced that the war with France had come to an end, and then she began avoiding clashes with Spain. By the 1580s, it became impossible for England to avoid a battle with Spain, and the defeat of the Spanish Armada was associated with Elizabeth’s decision. She favored those who were into spreading peace and harmony within the country, and it took Elizabeth many years to make people understand that the colonization of Ireland and North America was the only way to survive and to step toward a successful and progressive tomorrow.
It’s safe to say that the Elizabethan era was an age of exploration that gave rise to the Golden Age of Pirates and the Famous Elizabethan Pirates. Many explorers in those days were regarded as pirates because of their attacks on the treasure fleet of Spain as well as on Spanish colonies. Most of her pirates were into bringing more and more wealth to England, and they wanted Elizabeth to gain power in a short time. During this journey, they encountered various problems, such as the raid of Spanish ships.
In conclusion, Elizabeth was infamous for her proclivity for vibrant language, a feature she is believed to have inherited from King Henry VIII. She remained healthy till the autumn of 1602, when some of her friends plunged her into depression, stress and anxiety. In February 1603, she lost her close friend Lady Knollys, and this death came as a surprise to the queen. One month later, Elizabeth passed away, and she would be remembered by the world forever.

References
Duckett, Victoria. “Queen Elizabeth.” University of Illinois Press, 2017, doi:10.5406/illinois/9780252039669.003.0005.
Scott, David. “Elizabeth I, Queen of England.” Oxford Music Online, 2001, doi:10.1093/gmo/9781561592630.article.08717.
Orr, Michael T. “Hours of Elizabeth the Queen.” Oxford Art Online, 2012, doi:10.1093/gao/9781884446054.article.t2226698.