Data Analysis Report: BIS Comparison of South East and North West
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This report presents a comparative data analysis of the South East and North West regions, examining various aspects of their business environments. The analysis covers industry characteristics, including company size and trading duration, and the significance of survival for businesses in each region. It explores the sources and uses of business data, the types of organizations providing information, and the impact of information on business success. The report also delves into financial aspects such as payment to advisors and turnover, as well as customer demographics. Key findings highlight the dominance of London and the South East in the UK, the historical growth of the North West, and the varying objectives of businesses in each region, influenced by factors like access to funding and external market forces. The analysis incorporates data from the provided source, analyzes the data, and provides conclusions about the differences between the two regions.

BIS Data Analysis Report and Excel File
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INTRODUCTION
Data analyzes provide a way of revising, purifying, converting and simulating software to
define important facts, inform conclusions and render decisions simpler. The analytical
knowledge covers a broad variety of measurements and approaches in many areas of industry,
scientific and social sciences including a large range of techniques (Devi, Devi and Kumar,
2016). Data analytics play a role in taking more knowledge related and offering to help business
in today's business world to operate more efficiently. Companies take definitive actions over the
subsequent time on top of the analyzed data collection. It includes comprehensive details on
various issues, such as the study of data generated by utilizing specific features such as PIVOT
list, sorting and several more. In addition to a graphic data study, various forms of diagrams are
often used.
TASK
Compare the South East region with the North West region:
a. Analysis:
Data analytics play a role in taking more knowledge related and helping company in today's
business environment to operate more efficiently. Data was obtained from numerous sources in
accordance with the research. Once data is gathered, a theory or some type of findings is tested
and measured. The data interpretation plays a significant position in the business when some
confusion or complexity emerges from the choices (Abkari, Chaabane and Guidara, 2016). The
interpretation of the data is a process of evaluating facts focused on logical and scientific logic to
examine strangely any element of the data obtained and portrayed. Data collection is the process
of inspecting, cleaning, converting and modelling data with the aim of discovering useful
information, suggesting findings and encouraging decision-making. Data analysts are working
with data to help their institutions make better informed decisions. Using methods from a range
of aspects, such as computer science, maths, and stats, data scientists draw conclusions on the
basis to describe, anticipate, and grow the business. They form the backbone of any analytical
team and tend to be general practitioners of computational and scientific analytical techniques.
Data analyzes provide a way of revising, purifying, converting and simulating software to
define important facts, inform conclusions and render decisions simpler. The analytical
knowledge covers a broad variety of measurements and approaches in many areas of industry,
scientific and social sciences including a large range of techniques (Devi, Devi and Kumar,
2016). Data analytics play a role in taking more knowledge related and offering to help business
in today's business world to operate more efficiently. Companies take definitive actions over the
subsequent time on top of the analyzed data collection. It includes comprehensive details on
various issues, such as the study of data generated by utilizing specific features such as PIVOT
list, sorting and several more. In addition to a graphic data study, various forms of diagrams are
often used.
TASK
Compare the South East region with the North West region:
a. Analysis:
Data analytics play a role in taking more knowledge related and helping company in today's
business environment to operate more efficiently. Data was obtained from numerous sources in
accordance with the research. Once data is gathered, a theory or some type of findings is tested
and measured. The data interpretation plays a significant position in the business when some
confusion or complexity emerges from the choices (Abkari, Chaabane and Guidara, 2016). The
interpretation of the data is a process of evaluating facts focused on logical and scientific logic to
examine strangely any element of the data obtained and portrayed. Data collection is the process
of inspecting, cleaning, converting and modelling data with the aim of discovering useful
information, suggesting findings and encouraging decision-making. Data analysts are working
with data to help their institutions make better informed decisions. Using methods from a range
of aspects, such as computer science, maths, and stats, data scientists draw conclusions on the
basis to describe, anticipate, and grow the business. They form the backbone of any analytical
team and tend to be general practitioners of computational and scientific analytical techniques.
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However, a management consultant is somebody who evaluates an institution or business
domain (real or hypothetical) and documents its business or processes or systems, evaluates
a business model or integrates it with innovation. On the other hand, Data Analysts also
need similar abilities but must have a high technical capability as a large part of their role
focuses on complex databases, statistics and formulas that require data analysis skills such
as SQL, DATA mining, OLAP, reports, statistics, etc. The key advantages of data mining
are apparent. How does anyone develop their procedures and recognise problems in order to
enable consistent changes when they are not prepared to look at the data? Data analyzes are
a method to test, clean, turn and model data to discover valuable knowledge, to generate
hypothesis and to facilitate decision-making. Data analysis Data mining helps one to
determine informally and avoid conjecturing. The collected and subsequently examined data
reduces the risk of the specific decision by additional aid decision makers. In this regard, the
trying to follow is the comparative study, based on the supplied data, of the South East
region with the North West region:
Regarding the essence of industry – Most citizens in the Southeast tend to operate under 5 to
9 workers. There is medium-sized industry in the North East, with a population of 20 to 49.
It shows that there are different kinds of companies in both regions. Comparatively, it can be
claimed that businesses in the North West area are big and recruit more workers. On the
other side, the majority of businesses in the Southeast are small, with minimal employees.
Company trading and ownership – Business trades for 2 years but less than 3 years in the
South-Eastern region. On the other side, most businesses exchange for five years but less
than six years in the north-west area. This shows that companies have more trading and
owning time in the North-West region. To what degree survival became a big concern of
industry – surviving is not quite important in the South East area. While it is important in the
north-west area, businesses will comfortably survive. All businesses in the regions have a
distinct vision of sustainability. Since businesses in the South-East area find that their
business wants little survival. In North West, on the other side, it is critical for their
businesses that the sustainability of their industry is a main thing.
Data obtained for commercial purposes – With respect to the South-Eastern Region, the
knowledge collected is valuable for businesses to obtain data from different sources
efficiently. In the North West, information is useful in dealing with various regulations,
domain (real or hypothetical) and documents its business or processes or systems, evaluates
a business model or integrates it with innovation. On the other hand, Data Analysts also
need similar abilities but must have a high technical capability as a large part of their role
focuses on complex databases, statistics and formulas that require data analysis skills such
as SQL, DATA mining, OLAP, reports, statistics, etc. The key advantages of data mining
are apparent. How does anyone develop their procedures and recognise problems in order to
enable consistent changes when they are not prepared to look at the data? Data analyzes are
a method to test, clean, turn and model data to discover valuable knowledge, to generate
hypothesis and to facilitate decision-making. Data analysis Data mining helps one to
determine informally and avoid conjecturing. The collected and subsequently examined data
reduces the risk of the specific decision by additional aid decision makers. In this regard, the
trying to follow is the comparative study, based on the supplied data, of the South East
region with the North West region:
Regarding the essence of industry – Most citizens in the Southeast tend to operate under 5 to
9 workers. There is medium-sized industry in the North East, with a population of 20 to 49.
It shows that there are different kinds of companies in both regions. Comparatively, it can be
claimed that businesses in the North West area are big and recruit more workers. On the
other side, the majority of businesses in the Southeast are small, with minimal employees.
Company trading and ownership – Business trades for 2 years but less than 3 years in the
South-Eastern region. On the other side, most businesses exchange for five years but less
than six years in the north-west area. This shows that companies have more trading and
owning time in the North-West region. To what degree survival became a big concern of
industry – surviving is not quite important in the South East area. While it is important in the
north-west area, businesses will comfortably survive. All businesses in the regions have a
distinct vision of sustainability. Since businesses in the South-East area find that their
business wants little survival. In North West, on the other side, it is critical for their
businesses that the sustainability of their industry is a main thing.
Data obtained for commercial purposes – With respect to the South-Eastern Region, the
knowledge collected is valuable for businesses to obtain data from different sources
efficiently. In the North West, information is useful in dealing with various regulations,
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taxes. This indicates that the position of information for both regions differs because
businesses tend to use the information only in south-western regions to collect funds that are
not a major challenge. While in the Northwest region, businesses continue to use the
knowledge to learn how laws and taxes imposed by governments of various regions are dealt
with or handled.
Types of organization that supplied the information- The knowledge needed is given by
lawyers in the southeast region. Knowledge is offered to corporate entities in the North-
West area on the other side. It shows that information is provided by various companies in
both regions. In the south-eastern regions, law firms which have historically been concerned
with the plurality of legal issues in some jurisdictions have details. A individual must be
lawfully recognised as a lawyer so that he or she may work in different jurisdictions as such.
In the North West, on the other side, corporate organizations delivered crucial details to
companies engaged in different activities (Kahan, and Silvennoinen, 2018).
Company who approach first- While in the Northwest region, businesses continue to use the
knowledge to learn how laws and taxes imposed by governments of various regions are dealt
with or handled. This is indicating that under both regions, different types of companies
approached for providing information about various aspects.
Is information leads the business for success or better than it- In the south-east area, the
knowledge received by organizations does not greatly affects the efficiency of their
operations. Although businesses in the northwest area are unaware of the effect of their
success details. It indicates that the input received by businesses in both regions is taken into
account. The knowledge is not widely utilized and was therefore not supported, as is the
case in the southeast area. On the other side, businesses in the North West are making good
use of the knowledge that has benefited them.
Reason for which information is not considered- In the Southeast region, businesses found it
difficult to find suitable funding. The assistance was, on the other side, too costly in the
Northwest area, as businesses did not acquire the knowledge in the functions. Knowledge is
not known in all areas because it is specific, for example in the south-eastern region, because
there are difficulties with locating assistance that can provide details. While they did not
take account of details in the North West industries because of higher costs
businesses tend to use the information only in south-western regions to collect funds that are
not a major challenge. While in the Northwest region, businesses continue to use the
knowledge to learn how laws and taxes imposed by governments of various regions are dealt
with or handled.
Types of organization that supplied the information- The knowledge needed is given by
lawyers in the southeast region. Knowledge is offered to corporate entities in the North-
West area on the other side. It shows that information is provided by various companies in
both regions. In the south-eastern regions, law firms which have historically been concerned
with the plurality of legal issues in some jurisdictions have details. A individual must be
lawfully recognised as a lawyer so that he or she may work in different jurisdictions as such.
In the North West, on the other side, corporate organizations delivered crucial details to
companies engaged in different activities (Kahan, and Silvennoinen, 2018).
Company who approach first- While in the Northwest region, businesses continue to use the
knowledge to learn how laws and taxes imposed by governments of various regions are dealt
with or handled. This is indicating that under both regions, different types of companies
approached for providing information about various aspects.
Is information leads the business for success or better than it- In the south-east area, the
knowledge received by organizations does not greatly affects the efficiency of their
operations. Although businesses in the northwest area are unaware of the effect of their
success details. It indicates that the input received by businesses in both regions is taken into
account. The knowledge is not widely utilized and was therefore not supported, as is the
case in the southeast area. On the other side, businesses in the North West are making good
use of the knowledge that has benefited them.
Reason for which information is not considered- In the Southeast region, businesses found it
difficult to find suitable funding. The assistance was, on the other side, too costly in the
Northwest area, as businesses did not acquire the knowledge in the functions. Knowledge is
not known in all areas because it is specific, for example in the south-eastern region, because
there are difficulties with locating assistance that can provide details. While they did not
take account of details in the North West industries because of higher costs

Payment to advisor as per hour- Many businesses in the south-east area will prefer to
compensate the contractor for an hour from 26 to 50 pounds. In the North West, businesses
don't realize how much they will give to the contractor for the money they spend in the
business to obtain crucial details. This is indicating that there is a huge difference between
both regions companies perspective about providing payment to advisor. Such as in the
south east area, companies are aware about that how much amount they need to make pay to
advisor. On the other hands, in the North West, their companies are not aware about how
much amount they need to pay to advisor.
Objective of business in last three years- Companies in the South East have the primary
purpose of creating company cuts arrangements. In the North West area, companies have a
core goal of delivering products and services of higher quality to consumers. This shows
that, due to external influences, businesses in the southeast are not keen to maintain their
sector. As businesses in the North West area aim to increase the competitiveness of their
goods and services by delivering the best standard. The reason of this variation in objectives
of both regions companies is that lack of information in the south east region that is resulting
in different forms of objectives under both regions (Watson, Handal and Maher, 2016).
Approx. turnover of business in last financial year- South-eastern firms had around 100,000
to 24999 Pounds in their last year turnover. Throughout the North West, on the other side,
businesses' revenue contributed to 1 million pounds at 1.49 million PUB. In the southeast
area, business enterprises in the last financial year are not able to achieve higher
profitability. Although businesses will produce higher income in the North Western region,
which is in millions. This scenario can have a significant effect on the success of businesses
because of their working environments or external factors.
Age group of customers in different regions- The demographic of most consumers in the
Southeast is about 25 to 34 years. This shows that most customers in this region are young.
The age ranges with most consumers are, on the other hand, between 55 and 64 years within
the North West area. This demonstrates that the bulk of consumers are old in the North West
area. In fact, this is why businesses in this field are more competitive and earn more sales
than businesses in the south-eastern field.
Urban and rural breakdown- The village is largely occupied by the community in the south-
east area. Throughout the North West, certain regions are covered as towns, frontier zones
compensate the contractor for an hour from 26 to 50 pounds. In the North West, businesses
don't realize how much they will give to the contractor for the money they spend in the
business to obtain crucial details. This is indicating that there is a huge difference between
both regions companies perspective about providing payment to advisor. Such as in the
south east area, companies are aware about that how much amount they need to make pay to
advisor. On the other hands, in the North West, their companies are not aware about how
much amount they need to pay to advisor.
Objective of business in last three years- Companies in the South East have the primary
purpose of creating company cuts arrangements. In the North West area, companies have a
core goal of delivering products and services of higher quality to consumers. This shows
that, due to external influences, businesses in the southeast are not keen to maintain their
sector. As businesses in the North West area aim to increase the competitiveness of their
goods and services by delivering the best standard. The reason of this variation in objectives
of both regions companies is that lack of information in the south east region that is resulting
in different forms of objectives under both regions (Watson, Handal and Maher, 2016).
Approx. turnover of business in last financial year- South-eastern firms had around 100,000
to 24999 Pounds in their last year turnover. Throughout the North West, on the other side,
businesses' revenue contributed to 1 million pounds at 1.49 million PUB. In the southeast
area, business enterprises in the last financial year are not able to achieve higher
profitability. Although businesses will produce higher income in the North Western region,
which is in millions. This scenario can have a significant effect on the success of businesses
because of their working environments or external factors.
Age group of customers in different regions- The demographic of most consumers in the
Southeast is about 25 to 34 years. This shows that most customers in this region are young.
The age ranges with most consumers are, on the other hand, between 55 and 64 years within
the North West area. This demonstrates that the bulk of consumers are old in the North West
area. In fact, this is why businesses in this field are more competitive and earn more sales
than businesses in the south-eastern field.
Urban and rural breakdown- The village is largely occupied by the community in the south-
east area. Throughout the North West, certain regions are covered as towns, frontier zones
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and less scattered. It indicates that the market is established and more room for enterprises in
the Northwest zone. Basically, it is the main reason due to which there is a huge variation
between companies’ performance of both regions. Basically, companies that are located in
cities get able to sustain with more effectiveness. On the other hands, businesses that are
located in urban areas face many kinds of issues such as lack of financial resources and lack
of facilities in urban locations (Nogueira, Thai, Nelson, 2016).
(b). Interesting Key Findings:
London and South-East dominated the United Kingdom. As seen in the study South East
output in contrast to other industries, was large but comparatively low. South-East is
characterized by its educational, financial and maritime services industries. There is an
emphasis in London on public planning divisions. Company headquarters are located in
Town. Throughout the recent recession and downturn in exports from government measures
toward inflation, resulting in the relative value of goods in the Southeast economy declining.
The First Condition of the Kingdom to establish national policies. Among the poorest areas
sustainable planning programs have been initiated. United Kingdom Federal Planning. By
pushing workforce growth away from London, it was targeted to socially deprived areas.
That has not always been effective. In the Industrial Revolution, the Northwest economy
grew. Technology population grew economically. The North-West area is just the second to
the South-East of the UK. Contemplating foreign rivalry, though, traditional manufacturing
markets cannot thrive. Pesticides, cars, constructing houses, machines, textiles and clothes
have induced degradation. The consequence of that was a growing out-of-country growth
increase. As shown, the South East and South West vector values are 2 and 3, respectively.
Throughout the South West the query is yes when it comes to IT technology growth or
business platforms, innovative goods, technologies or procedures created or introduced,
international trade markets reached or handled, the funds generated, staff hired or
established, distribution and marketing industries replied (Shalley and Stewart, 2017).
Furthermore, the response of the target market is also of concern, as in the case of South-
East, Workshops or seminars, bank, border agencies, chambers of commerce, allowed
survival of the industry and MMT, organize coordinated by your organization, to the issue
of whether you are willing to categorize the business solely for benefit or as a public
supported entity.
the Northwest zone. Basically, it is the main reason due to which there is a huge variation
between companies’ performance of both regions. Basically, companies that are located in
cities get able to sustain with more effectiveness. On the other hands, businesses that are
located in urban areas face many kinds of issues such as lack of financial resources and lack
of facilities in urban locations (Nogueira, Thai, Nelson, 2016).
(b). Interesting Key Findings:
London and South-East dominated the United Kingdom. As seen in the study South East
output in contrast to other industries, was large but comparatively low. South-East is
characterized by its educational, financial and maritime services industries. There is an
emphasis in London on public planning divisions. Company headquarters are located in
Town. Throughout the recent recession and downturn in exports from government measures
toward inflation, resulting in the relative value of goods in the Southeast economy declining.
The First Condition of the Kingdom to establish national policies. Among the poorest areas
sustainable planning programs have been initiated. United Kingdom Federal Planning. By
pushing workforce growth away from London, it was targeted to socially deprived areas.
That has not always been effective. In the Industrial Revolution, the Northwest economy
grew. Technology population grew economically. The North-West area is just the second to
the South-East of the UK. Contemplating foreign rivalry, though, traditional manufacturing
markets cannot thrive. Pesticides, cars, constructing houses, machines, textiles and clothes
have induced degradation. The consequence of that was a growing out-of-country growth
increase. As shown, the South East and South West vector values are 2 and 3, respectively.
Throughout the South West the query is yes when it comes to IT technology growth or
business platforms, innovative goods, technologies or procedures created or introduced,
international trade markets reached or handled, the funds generated, staff hired or
established, distribution and marketing industries replied (Shalley and Stewart, 2017).
Furthermore, the response of the target market is also of concern, as in the case of South-
East, Workshops or seminars, bank, border agencies, chambers of commerce, allowed
survival of the industry and MMT, organize coordinated by your organization, to the issue
of whether you are willing to categorize the business solely for benefit or as a public
supported entity.
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(c) Make recommendations about areas which require further support.
According to the prior analysis, the two areas have specific styles of enterprises and various
viewpoints. Comparatively, the south-east area wants to be helped more. That is how they
are faced by challenges in certain fields. As in the North West regions, companies receive
fewer turnovers from their companies. While most areas are agricultural, the environment in
the region is also urbanized. Moreover, firms in both areas have specific aim styles, for
example businesses in the South East do not want to continue market. The primary goal for
them is not just company termination. At the other side, businesses in the north west tend to
continue to partner with their clients by supplying them with the highest product and service
efficiency. Therefore, based on the aforementioned studies, we may conclude that the
Southwest Region requires additional funding in order to expand and sustain its industry
over the long term. Both areas represent a large portion of the regional economy as a whole.
Focusing on both regions will accelerate UK production. Although their style of work is
special, companies can experience success according to research over the next year.
In addition, it is advisable that more work be expected in the North West Region since most
businesses and organizations are medium-sized and rural. Construction of transportation is a
crucial need for the country, because that will continue to grow and improve the Northwest
economy over the coming years (Sığırcık, Yildirim and Tüken, 2017). As a matter of truth,
the condition in the North East area as mentioned above is much improved as most
organizations, including the other associated services, such as banks and financial
institutions, are operating in this field. This is also proposed that the northern region pursue
new market opportunities and make further attempts to maintain the existing place for new
research and growth.
CONCLUSION
The aforementioned analysis indicates that big data will allow companies to integrate
customer knowledge, create new prospects for growth and establish different market
classifications. Those companies have a broad knowledge of services and goods, customers
and suppliers, and client expectations that they can identify and evaluate. A pivot table
needs a user-specified area to translate the headers of each column in an alternative for the
consumer. The columns of data may be extracted easily, added or placed onto a line. User-
According to the prior analysis, the two areas have specific styles of enterprises and various
viewpoints. Comparatively, the south-east area wants to be helped more. That is how they
are faced by challenges in certain fields. As in the North West regions, companies receive
fewer turnovers from their companies. While most areas are agricultural, the environment in
the region is also urbanized. Moreover, firms in both areas have specific aim styles, for
example businesses in the South East do not want to continue market. The primary goal for
them is not just company termination. At the other side, businesses in the north west tend to
continue to partner with their clients by supplying them with the highest product and service
efficiency. Therefore, based on the aforementioned studies, we may conclude that the
Southwest Region requires additional funding in order to expand and sustain its industry
over the long term. Both areas represent a large portion of the regional economy as a whole.
Focusing on both regions will accelerate UK production. Although their style of work is
special, companies can experience success according to research over the next year.
In addition, it is advisable that more work be expected in the North West Region since most
businesses and organizations are medium-sized and rural. Construction of transportation is a
crucial need for the country, because that will continue to grow and improve the Northwest
economy over the coming years (Sığırcık, Yildirim and Tüken, 2017). As a matter of truth,
the condition in the North East area as mentioned above is much improved as most
organizations, including the other associated services, such as banks and financial
institutions, are operating in this field. This is also proposed that the northern region pursue
new market opportunities and make further attempts to maintain the existing place for new
research and growth.
CONCLUSION
The aforementioned analysis indicates that big data will allow companies to integrate
customer knowledge, create new prospects for growth and establish different market
classifications. Those companies have a broad knowledge of services and goods, customers
and suppliers, and client expectations that they can identify and evaluate. A pivot table
needs a user-specified area to translate the headers of each column in an alternative for the
consumer. The columns of data may be extracted easily, added or placed onto a line. User-

friendly and insightful definitions of long current data tablets can be provided here. Data,
such as the proportions and amounts, can be viewed in various ways.
REFERENCES
Books and Journals:
Devi, J., Devi, S. and Kumar, A., 2016. Synthesis, antibacterial evaluation and QSAR analysis of
Schiff base complexes derived from [2, 2′-(ethylenedioxy) bis (ethylamine)] and aromatic
aldehydes. MedChemComm, 7(5), pp.932-947.
Abkari, A., Chaabane, I. and Guidara, K., 2016. DFT (B3LYP/LanL2DZ and B3LYP/6311G+
(d, p)) comparative vibrational spectroscopic analysis of organic–inorganic compound bis
(4-acetylanilinium) tetrachlorocuprate (II). Physica E: Low-dimensional Systems and
Nanostructures, 81, pp.136-144.
Sığırcık, G., Yildirim, D. and Tüken, T., 2017. Synthesis and inhibitory effect of N, N'-bis (1-
phenylethanol) ethylenediamine against steel corrosion in HCl Media. Corrosion
Science, 120, pp.184-193.
Shalley, F. and Stewart, A., 2017. Aboriginal adult English language literacy and numeracy in
the Northern Territory: A statistical overview. Charles Darwin University.
Nogueira, L.M., Thai, C.L., Nelson, W. and Oh, A., 2016. Nutrition label numeracy: Disparities
and association with health behaviors. American journal of health behavior, 40(4),
pp.427-436.
Watson, K., Handal, B. and Maher, M., 2016. The influence of class size upon numeracy and
literacy performance. Quality Assurance in Education.
Kahan, D.M. and Peters, E., 2017. Rumors of the'Nonreplication'of the'Motivated Numeracy
Effect'Are Greatly Exaggerated. Yale Law & Economics Research Paper, (584).
Lindberg, M. and Silvennoinen, H., 2018. Assessing the basic skills of the highly educated in 21
OECD countries: an international benchmark study of graduates’ proficiency in literacy
and numeracy using the PIAAC 2012 data. Comparative Education, 54(3), pp.325-351.
such as the proportions and amounts, can be viewed in various ways.
REFERENCES
Books and Journals:
Devi, J., Devi, S. and Kumar, A., 2016. Synthesis, antibacterial evaluation and QSAR analysis of
Schiff base complexes derived from [2, 2′-(ethylenedioxy) bis (ethylamine)] and aromatic
aldehydes. MedChemComm, 7(5), pp.932-947.
Abkari, A., Chaabane, I. and Guidara, K., 2016. DFT (B3LYP/LanL2DZ and B3LYP/6311G+
(d, p)) comparative vibrational spectroscopic analysis of organic–inorganic compound bis
(4-acetylanilinium) tetrachlorocuprate (II). Physica E: Low-dimensional Systems and
Nanostructures, 81, pp.136-144.
Sığırcık, G., Yildirim, D. and Tüken, T., 2017. Synthesis and inhibitory effect of N, N'-bis (1-
phenylethanol) ethylenediamine against steel corrosion in HCl Media. Corrosion
Science, 120, pp.184-193.
Shalley, F. and Stewart, A., 2017. Aboriginal adult English language literacy and numeracy in
the Northern Territory: A statistical overview. Charles Darwin University.
Nogueira, L.M., Thai, C.L., Nelson, W. and Oh, A., 2016. Nutrition label numeracy: Disparities
and association with health behaviors. American journal of health behavior, 40(4),
pp.427-436.
Watson, K., Handal, B. and Maher, M., 2016. The influence of class size upon numeracy and
literacy performance. Quality Assurance in Education.
Kahan, D.M. and Peters, E., 2017. Rumors of the'Nonreplication'of the'Motivated Numeracy
Effect'Are Greatly Exaggerated. Yale Law & Economics Research Paper, (584).
Lindberg, M. and Silvennoinen, H., 2018. Assessing the basic skills of the highly educated in 21
OECD countries: an international benchmark study of graduates’ proficiency in literacy
and numeracy using the PIAAC 2012 data. Comparative Education, 54(3), pp.325-351.
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