Descriptive Analysis for Data Measurement and Visualization
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Added on 2023/06/12
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Descriptive analysis is used to measure central tendency and establish relationships between variables. It includes measures of central tendency, variability, and probability. Visualization is used to represent data in a meaningful way. Wordpress is a platform used for website design and development.
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Descriptive analysis Descriptive analyses of data are used for measure the central tendency. The normality of the distribution is derived by the necessary data in the descriptive analyses. The inferential analyses are done by using the statistical technique. The relationship between the variable is established by the system observation and also describe the characteristics of the data. The most important process is measurement; it is used to assign the quantitative values. And also it includes the properties of objects and events. There are different types of quantum’s are used like large quantum, small quantum, and average quantum. Descriptive analysis means categorization, classification, summarizing, and also answer the questions. In the statistical analysis, data’s are broadly classified into two types one is parametric data and another one is non-parametric data. 1.Parametric data- it is also known as measured data. And the data’s are assumed directly. The ratio scale data and intervals are using the parametric test. 2.Non parametric- this type of data’s are used to find the rank of the parametric tests, and countedvalues, sometimesthefree testesare distributed.The normaldistribution applications are also applicable. The particular group of data’s is analyzed by the help of descriptive analysis. Only the contents are taken from inside the group but the contents from outside the group is not possible. The data describe only one group at a time. Using the descriptive analysis the relevant data’s are easily provided. First we need to estimate the report then add the summary in this report. Then the tables of contents are arranged and display all the available objects. It tells the information about the variability or uncertainly of data Suppose we need to perform the formal analysis, the unexpected patterns and observations are quickly indicated. The basic feature of the data is described by using descriptive analysis. The summary about the measures and the samples are provided. Any quantitative analysis of data is fully
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based on the graphical analysis. The inferential analysis of the data is the type of technique, used for applies the natural technique in the data description. Procedures A group contains multiple data’s; collections of data’s are used to form the group. We are using different statistical measures for analyze the data. In description analysis we are using several statistical measures. Measures of Central tendency. Measures of Variability. Measures of Divergence from Normality. Measures of Probability. Central tendency The main administration value is estimated by the central tendency of a distribution. In the central tendency are broadly classifieds into three types of measures. Mean Median Mode The historical data is easily interrelated by using descriptive analytics. Mostly it provides the business applications. The product of descriptive analysis is defining the range of data, and their changes. The manager wants to understand the raw material of data the only way is using descriptive analytics. Sometimes the business provides unexpected impacts, so we are easily display the accurate picture about the business impact. The flag areas are mostly use the performance metrics of the descriptive analytics. The management strategy is used to tell the details about system weakness. Business intelligent is one of the most common techniques used to describe the analytical data. Basically the industry specifics are fully depends upon the descriptive analytics. There are two different types of analytical techniques are used one is predictive analytics and another one is prescriptive
analytics. They want to need some additional data, these addition data’s are taken from the predictive analytics. The forward looking analysis is used for decision making. Visualization Visualization is the process of representing the in visual manner and provides the information in meaningful way. Information virtualization used in scatter plots, and dashboards. It allows the user to preview the relevant contents and also the information. In data making process visualization plays a major role, using visualization the raw informations are easily gathered. It is used to perform different types of industries like human computer interaction, visual design, computer science, information cognitive science, and others also. The process of creating the information visualization is a easy understandable process, and needs some target user. It allows different search methods like quantitative research, user interviews, and also display the system information. Suppose the information is follow one particular root, then all the other informations are also following the same root. Using visualization technique the design tools are making their components. So the designer needs the visualization technique for construct the map and also the graphs. We are using different types of visual parameters like color, contrast, distance, and size. The information is through by the visual hierarchy and visual path technique. The most important feature for using information visualization is increase the interactive andallowsthedesigningtool.Especiallythewebsitedevelopmentandapplication developments are mostly use the visualization technique. The user allows the manipulation of visualization, and it needs a high efficient data, using interactive information the users have an ability to view the topics from several perspectives. Designing information visualization is broadly classified into five types. So we need to follow the below five steps for construct the information visualization. Problem definition Data and the representation Define the required dimensions to represent the data Define the data structures
Define the interactions required from the visualization Data representation The data’s are represented in three different ways Quantitative data Ordinal data Categorical data Quantitative data means numerical data. In this data only allow the numerical values. Next one is original data, in this type of data does not contain any numbers nut the data’s are in intrinsic from. Think days of the weak is the best example of original data.And the final one is categorical data, using this data which has either numbers or intrinsic order. For example, business names, location names. Dimensional representation of data We need to consider the data dimensions and also the attributes of data. The data representationisonlypossiblebyusinginformationvisualization.Mostlythedata’sare represented by multiple dimensional. But using information visualization is a confusing process. Thedata’shavehugeamountofdimensions,that’swhyit’sprovideahigh interactive representation. Dimensions are in two types either dependent or independent. And we know that information visualization is a dependent dimension, the independent dimensions are used to analyze the addition resources. The analyses are broadly classified into four types. There are univariate analyses, bivariate analysis, ttrivariate analysis, multivariate analysis. The single depend variables are used in the universal analysis. The data structure is divided by five sections such as Linear relationship- all the data’s are displayed in linear format only for example tables, vectors, etc. Temporal relationship- the passage of time is used for data changing.
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Spatial relationship- it provides the communication between the data and real world. Data Mapping, floor plan is the best example of spatial relationship, it is also known as geographical relationship. Hierarchical relationship- the hierarchy is defined by this relationship. Ex office management structure. Networked relationships- the data’s are related to the other entities but all are in same data. Wordpress Wordpress is a kind of platform and it contains the process of design the website and used for the development and use for redundancy and user chats. In that it uses some methods and coding used to describe the user suggestions. And it uses the redundancy for search engine as page and normally represent the actions by the relevant document. And this wordpress is used to make the process of transformation about the user and user description and it is used to make a solution for the industry issues. And it provide the solution such as application programming interface for the need of requirements. And its website design keep the process that is used for execution with perfect time. And the guide has assist the project as correct manner. By the usage of search engine redundancy we could make the website as attractive. Wordpress technology is very responsive and it has the advantage such as it configure the android devices for the web design and it also have the monitors and used to optimize the cost. In this wordpress it mainly configure the search engine.And by the usage of this technology we can make sure for our website security. And for the word document it helps to make gadgets as easy to configure. And in the wordpress it mostly the language as html5 and it makes the website as fast. Usage of wordpress Wordpress is used to make the website with having more functions and it acts like a software and usage as free. And it is used to manage the website and it includes the widgets. And it can make a website as very attractive. And most of the people make a design of website using this wordpress. And using this platform we can learn and use the software as easily and here for the website backend purpose it is mainly used. And one of the main reason of this is updating of the software is very simple. By the usage of this simple access the user can make a website with
replacement with own. And by the use of platform we can configure our web design at any time and can view the code of the design. In this platform the plugins are used to make the website used for customer needs and their requirements. And in this wordpress it had plugin and it is used to the website much fast and simple and we can use the multiple website through this and this method providing the process capable to the simple access and update. And it also use for website security and many functions. And it is used by many people in the world to support the customer needs. And it can solve the many problems while using the website and for the security updateis very essential and it is sued for people as many ways and in that search engine is the most popular one and it makes easy search in the particular engine and this is use to make the engine as more elegant. And the plugins used to the backend operation in website design and it helps to the developer get the idea for creating website. Wordpress design Wordpress has various elements and process to create the platform as simple and convenient to the user and developer. And mainly it supporting the business development by the usage of web development and using this wordpress we can make a design as simple to the user. And steal is the first process and it includes the code and graphics and the ideas provided by the development of wordpress. And the second step to do the main work as make attractive the website to the user. And in this stage the client requirements has to be done and the ideas also brought from the client. And in the way of client access it helps to improve the product rates and the brand by using the client suggestions. And it have to choose the tool such as related to android packages for the example the picture related tasks is there. They are the sources of images with the free access and using tool we can get the pixel and used to analyze the fonts. And for construct the platform the modification id the important one and first we have to develop the structure and in this step the functionality is tested by more people. And for the issues the queries has to be raised by someone. And in this step it makes the website familiar to the user. And the client suggestions also specified in this step such as their convenience. And the website safety is essential for the complexity issues. And the plugins are used many ways to the people. And It is used the interfaces to the chat with the user for the web development. And through this technology client make content for the steps of web development. And the client wrong suggestion is not consider as a big issues.
Creation of wordpress Make login in the wordpress account created by the user and by the usage of panel we can choose the image for this pal form and have to make the website by the usage of website name. Services of the wordpress It had many services such as make a consult link and finding the methods to solve the issues. And another one is to design a custom known as the website design must look like better to the people and also use to improve the brand. And next one is security of the website is much important because it kept the many user details whoa are all having the account in the related website or such domain. So in this step it is used for that and described about the process of security and security issues are configured by the usage of plugins. And the conversion of the contents in the way it is used the database components and last issue is about the maintenance in that update and security to be configured. And in that wordpress it had many services to the construction of the web design and it has the supporting studio and it is used for development and the conversion of the data and also has the interfaces and had more concern about the maintenance and in the way the wordpress makes the website as secured. Web design in wordpress In that wordpress it had operations such as coding for both end and the front end is known as user and the back process is maintained by the creator of the web design and described more as front side users as customers and process of back side is storage of the user details. And the front is more attractive to the user and make convenient to the user to make a query or choose the needed one and similarly the in the back it store the values of the user details and security data by the usage of such databases relevant to the users requirement and storage capacity.And in that it had security options and plugins and also the functions to describe about the process and the users have the multi-tasking option in the most website design and relevant process is done using the back side process in the website development. References Albuquerque, M., Oliveira, B. and Gaudencio, S. (2015). Memória de poetas populares na internet: Uso da plataforma wordpress na preservação e acesso a artefatos poéticos da literatura
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