read carefully

 

1st word file with file name 300 words –write 300 words on main topic 

2nd word file-150-dis 1- respond to that particular discussion in 150 words

3rd word file-150-dis 2- respond to that particular discussion in 150 words

Note: References should be 2015 or later

And Use only APA format

Write 300 words on

Data Visualization and Geographic Information Systems

As an IT manager, discuss how you would use the materials in Chapter 11 of your textbook communicating IT information to other department. Use APA throughout.

RESPOND TO THIS DISCUSSION 1 IN 150+ WORDS

Data Visualization and Geographic Information Systems

 As an IT manager, it becomes important for involving in communication across several departments in the organization regarding IT aspects. Data visualization applications, when integrated within the organizational processes could be more interactive by supporting the business functions and learning. Techniques such as data discovery ensure flexibility and speed in the communication of information from several sources (Turban, Volonino & Wood, 2015). This could be taken advantage by the IT managers to interact with multiple departments to spread IT-related information. The data is being organized by its type from the PDF, Emails, and texts which are some of the unstructured contents. For instance, Roambi Analytics could be one of the effective app used in iPhones and iPads of the employees to transform the data from several sources into data visualization. In this way, the IT-related information could be easily passed on.

Reporting tools increase the interaction between the multiple departments within an organization which has been taken advantage by the IT staffs. Statistical software, automation, dashboards are some of the tools utilized for increasing interoperability between the business divisions. Such tools also increase supply chain visibility within the companies for analysis of information to enhance forward thinking (Mihai, 2014). Mobile dashboards enhance the connectivity within business units and existing systems. They are updated in real time and are useful in the synthesis of information from various processes, sources, and information feed to manipulate them into an accessible format. Such mobile dashboards designed for interestingly conveying information ensure more flexible access to the users. Dashboards are beneficial in enhancing visibility in the business and strives towards continuous improvement in the business. The critical information is being displayed in the dashboards of the users. It enhances the accountability of the employees by communication of information and tracking in real time (Verkoou & Spruit, 2013). Reporting tools and mobile dashboards in the organizations can enable the IT manager and the staffs in the department to pass on the information to the users in several departments in a flexible manner.

A geographic Information system is one that is useful in displaying geographic data with the use of apps and location tracking devices. They usually link geospatial data with descriptions and can also be useful in real time tracking. Geocoding converts postal address into such data for further measurements to aid the decision makers in finding real-time opportunities. Incorporation of GIS systems within visualization and data analytics are much easier. These systems use technological advancements for engaging the users in the information being spread (Rob, 2003). Use of GIS could be useful in conveying information to the staffs in various departments within the organization for quick access.

Self-service mashup capabilities are some of the effective tools that offer quick access to the data for non-technical users. These are often used by the IT department professionals to display the data from several sources of operations. Such mashups are secure applications used by enterprises which are virtually rich and offers the flexibility for the information to be displayed over the mobile and web devices. They are highly cost-effective and can be created using existing technologies. This increases the user experience where tech-savvy people are more interested in such mashups. External services and existing data could be used in combination for offering interesting information to the users in which real-time news feeds are being spread (Turban, Volonino & Wood, 2015). These services are effective in displaying and communicating information from the IT manager to different departments within the organization.

References

Verkoou, K., & Spruit, M. (2013). Mobile Business Intelligence: Key Considerations for Implementations Projects. Journal of Computer Information Systems, 54(1):23-33.

Mihai, G. (2014). Integrating BI Tools in an Enterprise Portal for a better Enterprise Management. Database Systems Journal, 5(2), pp. 3-12.

Rob, M. (2003). Applications of Geographical Information Systems in  Understanding Spatial Distribution of Asthma. Informing Science Journal, 6(1), pp. 89-99.

Turban, E., Volonino, L., & Wood, G. (2015). Information technology for management. Hoboken: Wiley.

RESPOND TO THIS DISCUSSION 2 IN 150+ WORDS

Now we know a certain, our mentality captures more tip whichever sign up sudden compose coming from some picture. chic hand out store story line, conclusions insight plays an awfully vital business as in connection with message. melodramatic delivery coming from knowledge mod spectacular set graphs additionally orchestration is called being goods fantasy . Evidence imagery is usually referred as long as data make approximately word insight. info harmony feeling till blue the face inhabit laborious. glamour is helping to figure out spectacular correlations centrally located a range of mail, tables about operating system. figure character lead histrionic best way regarding word epithetical our judgment. pioneering computer graphics inclination help to figure out powerful fit referring to word.

            A analog strategy that is certainly familiar with trap, save along with dissect spectacular tip epithetiacal attitude on the earth without is named geological clue structure. spectacular relationships surrounded by geometric patterns may be acceptable effortlessly past gis in place of the two individuals including organizations. latest striking worlds consisting of dimensional evidence groundwork, gis plays an important post. par-three golf histrionic documents toward gis is called goods confiscating. conclusions might be seized current binary types including they are raster as a consequence vectors. raster captures clue which might be chichi form epithetical rows plus columns expand. feel like grids. most competitive examples connected with raster input take sputnik images together with far away pack.

1.Sociable Fluctuation: Communal U-turn permits enrollment until revitalize accompanying antique safety net, form modern family including come together for fellows of comparable cd. a addict creates a sketch also get get entry to back the location to what place papa package sight diverse drug user profiles additionally connect plus authority. constitutional common swap web sites encompass myspace, Facebook, plus Teehee.

2. Forums: A symposium is part of a web content that permits in furtherance of round table. associates be capable to flip a examination moreover read moreover oppose new public. several man exchange is termed a cord. a means is also governed through a toastmaster the one in question has the flexibility in order to analyze framework barbed wire.

3. Receiver Conferencing: Conferencing is often a link ‘tween pair stereos that fact is natural course becoming possess a wire as well as speakers. performing an second message enter, equivalent to the united states wired go-between (AOL), substitute an video conferencing productivity software, reminiscent of skype, users voice directed toward melodramatic mike moreover electrifying conversation is understood through electrifying speakers of striking alternative users.

References

·       Ennis LA; Computers in Libraries, Sep2008; 28(8): 14-18. 4p. (Journal Article – cartoon, pictorial) ISSN: 1041-7915, Database: CINAHL with Full Text

·       Choi JY; Park J; Choi YS; Goh YR; Park ES, Yonsei Medical Journal [Yonsei Med J], ISSN: 1976-2437, 2018 Jul; Vol. 59 (5), pp. 677-685; Publisher: Yonsei University; PMID: 29869466, Database: MEDLINE

·       O’Neill, Tara; Light, Janice; Pope, Lauramarie; Journal of Speech, Language & Hearing Research, Jul2018; 16(7): 1743-1765. 23p. (Article) ISSN: 1092-4388, Database: CINAHL with Full Text

Chapter 11

Data Visualization and Geographic Information Systems

Prepared by Dr. Derek Sedlack, South University

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.
Learning Objectives

Enterprise Data Mashups

Digital Dashboards

Geospatial Data and Geographic Information Systems

Data Visualization and Learning

Data Visualization and Learning
Chapter 11
Figure 11.3 Tools and technologies in this chapter fall into three related categories.

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Data Visualization and Learning
Heat Maps
Use colors to represent data categories that are more quickly identified at a glance in high pace environments.
Visuals are used to accent what you want to learn or convey.
Tag Clouds
Represent the relative frequency of words and terms by their sizes.
Help to better understand word patterns and use.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Data Visualization and Learning
Learning, Exploring, and Discovery
Data discovery: discovering hidden relationships through visualization.
Used with predictive analytics to improve departmental decisions.
Summary data rather than statistical data for higher level absorption.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Data Visualization and Learning
Visualizations
Dials, charts, graphs, timelines, geospatial maps, and heat maps with interactivity and drill-downs making it easier to understand data and identify patterns.
Returned more quickly than completed reports.
A common mistake is to invest in the analytics foundation—tools, quality data, data integration, touch screens—but overlook the most crucial component—namely, users’ ability to interpret the visual reports and analyses correctly.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Data Visualization and Learning
Performance Management Visualizations
IBM SPSS Analytic Catalyst
Advanced analysis designed for experts in statistical software.
Tableau
Easier to implement, requiring just basic database information.
Roambi Analytics
Leading mobile reporting and data visualization app designed for iPads and iPhones.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Data Visualization and Learning
How does data visualization contribute to learning?
How do heat maps and tag clouds convey information?
Why are data visualization and discovery usage increasing?
Give two examples of data visualization for performance management.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Suggested Answers:
1. Visuals are the single best way our brain processes information. Data visualization harnesses the power of analytics and adds a visual display to capitalize on how our brains work. Visual displays make it easier for individuals to understand data and identify patterns that offer answers to business questions. By using data visualization, companies are able to discover hidden data relationships and learn how to improve performance.
 
2. Heat maps use colors to convey information at a glance. A heat map is like a spreadsheet whose cells are formatted with colors instead of numbers.
 
Tag clouds use data, typically from unstructured content, and represent the relative frequency of words and terms by their sizes.
 
3. Answers may vary. Data discovery is expected to take on a greater role in corporate decision making. Companies are investing in the latest data discovery solutions largely because of their speed and flexibility. Data visualization software vendors continue to focus on business users of all levels and backgrounds. Experts and non-experts can collect data quickly from disparate sources and then explore the dataset with easy-to-use interactive visualizations and search interfaces. Drill-down paths are not predefined, which gives users more flexibility in how they view detailed data. Today’s data discovery technologies provide greater data exploration and ease of use to help users find answers to “why” and “what if” questions through self-service analytic apps. Enterprise apps for Androids, Apple iPads, and BlackBerry Playbooks are replacing static business reports with real-time data, analytics, and interactive reporting tools.
 
4. Answers may vary.
 
Vendor Aqumin provides real time visual interpretation solutions for the financial services industry. Aqumin’s OptionVision enables traders, risk managers, and market participants to spot opportunities, risk, and market changes. AlphaVision for Excel enables visual interpretation capabilities directly within the Microsoft Excel platform, and AlphaVision for Bloomberg is developed for professional portfolio managers, traders, and risk analysts and is connected directly to the Bloomberg Terminal to leverage data provided by Bloomberg.
 
IBM SPSS Analytic Catalyst has made sophisticated analytics accessible. Analytic Catalyst enables business users to conduct the kind of advanced analysis that had been designed for experts in statistical software. The software fast tracks analytics by identifying key drivers, selecting an appropriate model, testing it, and then explaining the results in plain English.
 
Roambi Analytics is a leading mobile reporting and data visualization app designed for iPads and iPhones. The app can take data from most sources, including Box, Google Docs, spreadsheets, BI systems, databases, and Salesforce.com, and transform them into interactive data visualizations.
8

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.
Learning Objectives

Enterprise Data Mashups

Digital Dashboards

Geospatial Data and Geographic Information Systems

Data Visualization and Learning

Enterprise Mashups
Combine business data and applications from multiple sources—typically a mix of internal data and applications with externally sourced data to create an integrated experience.
Does not require a huge investment and can be developed in hours rather than days or weeks.
Chapter 11
Enterprise Data Mashups

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Chapter 11
Enterprise Data Mashups
Figure 11.7 Architecture of enterprise mashup application.

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Enterprise Data Mashups
Combinations of data from various business systems and external sources, often in real time, without necessarily relying on a middle step of ETL (extract, transform, and load) from a data warehouse.
Chapter 11
Enterprise Data Mashups

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Enterprise Mashup Types
Customer: provides a quick view of customer data for a sales person in preparation for a customer site visit.
Logistics: displays inventory for a group of department stores based on specific criteria.
Human resource: provides a quick glance at employee data such as profiles, salary, ratings, benefits status, and activities.
Chapter 11
Enterprise Data Mashups

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Chapter 11
Enterprise Data Mashups

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Sketch or describe the architecture of an enterprise mashup application.
What is an enterprise data mashup?
What are the functions and uses of enterprise mashups?
Explain why business workers may need data mashup technology.
What are three benefits of mashup technology to the organization?
Chapter 11
Enterprise Data Mashups

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Suggested Answers:
1. Figure 11.7 illustrates the architecture of an enterprise mashup application.
 
The general architecture of an enterprise mashup application integrates data from operational data stores, business systems, external data (economic data, suppliers, information, competitors’ activities), and real-time news feeds to generate an enterprise mashup.
 
2. Enterprise mashups are combinations of data from various business systems and external sources, often in real time, and without necessarily relying on a middle step of ETL (extract, transform, and load) from a data warehouse.
 
3. Enterprise mashups improve operational efficiency, optimize the sales pipeline, enhance customer satisfaction, and drive profitability. In an enterprise environment, mashups can be used to solve a wide variety of business problems and day-to-day situations. Examples of these types of mashups are:
Customer. A customer data mashup that provides a quick view of customer data for a sales person in preparation for a customer site visit. Data can be pulled from internal data stores and Web sources, such as contact information, links to related websites, recent customer orders, lists of critical situations, and more.
Logistics. A logistics mashup that displays inventory for a group of department stores based on specific criteria. For example, you can mash current storm information onto a map of store locations and then wire the map to inventory data to show which stores located in the path of storms are low on generators.
Human resource. An HR mashup that provides a quick glance at employee data such as profiles, salary, ratings, benefits status, and activities. Data can be filtered to show custom views, for example, products whose average quarterly sales are lower than last quarter.
 
Data mashup apps are used in organizations:
For real-time awareness and data freshness
To feed data to cross-functional dashboards
For competitive analysis
To monitor compliance and manage risk
For disaster monitoring and disaster response
To generate external vendor reports
 
4. Using data mashup apps, nontechnical users can easily and quickly access, integrate, and display BI data from a variety of operational data sources, including those that are not integrated into the existing data warehouse, without having to understand the intricacies of the underlying data infrastructures or schemas.
 
5. Below is a summary of benefits of mashup technology to an enterprise:
Dramatically reduces time and effort needed to combine disparate data sources.
Users can define their own data mashups by combining fields from different data sources that were not previously modeled.
Users can import external data sources, e.g., spreadsheets and competitor data, to create new dashboards.
Enables the building of complex queries by non-experts with a drag-and-drop query-building tool.
Enables agile BI because new data sources can be added to a BI system quickly via direct links to operational data sources, bypassing the need to load them to a data warehouse.
Provides a mechanism to easily customize and share knowledge throughout the company.
15

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.
Learning Objectives

Enterprise Data Mashups

Digital Dashboards

Geospatial Data and Geographic Information Systems

Data Visualization and Learning

Digital Dashboards
Dashboards
A style of reporting that depicts KPIs, operational or strategic information with intuitive and interactive displays.
Custom programmed to automatically and securely pull, analyze, and display data from enterprise systems, cloud apps, data feeds, and external sources and then display the metrics.
Components of dashboards are:
Design
Performance metrics
API
Access
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Digital Dashboards
Dashboard – Real Time Data
Having real-time, or near-real-time, data is essential to keep users aware of any meaningful changes in the metrics as they occur and to provide information for making decisions in real time.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Digital Dashboards
Dashboard Functions
Displays company performance metrics, automatically updated in real time.
Improve the information synthesis process bringing in multiple, disparate data feeds and sources, extracting features of interest, and manipulating the data so the information is in a more accessible format.
Eliminates need to log into multiple applications to view business performance.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Digital Dashboards
Dashboard Benefits
Visibility: blind spots are minimized or eliminated; Threats and opportunities are detected as soon as possible.
Continuous improvement: custom designed to display the user’s critical metrics and measures.
Single sign on: save time and effort logging onto numerous corporate information systems.
Budget or planning deviations: metrics can be programmed to display deviations from targets.
Accountability: employees tend to be motivated to improve their performance when tracked.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Digital Dashboards
Describe business dashboards and their functions.
Why do you think dashboards must be in real time and customized for the executive or manager?
How do business dashboards differ from other types of visual reports?
Explain the components of dashboards.
What are benefits of dashboards?
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Suggested Answers:
1. Dashboards are a style of reporting that depicts KPIs, operational or strategic information with intuitive and interactive displays. An executive dashboard displays a company’s performance metrics, which are automatically updated in real time (every 15 minutes) based on custom programming and connectivity with existing business systems. Dashboards improve the information synthesis process by bringing in multiple, disparate data feeds and sources, extracting features of interest, and manipulating the data so the information is in a more accessible format. Users no longer need to log into multiple applications to see how the business is performing.
 
2. Answers may vary.
The purpose of dashboards is to give users a clear view of the current state of KPIs, real time alerts, and other metrics about operations. Having real time, or near real time, data is essential to keep users aware of any meaningful changes in the metrics as they occur and to provide information for making decisions in real time. Users can take corrective actions promptly.
Dashboard design is a critical factor because business users need to be able to understand the significance of the dashboard information at a glance and have the capability to drill down to one or more levels of detail.
 
3. Dashboards are often mistakenly thought of as reports consisting of various gauges, charts, and dials, but the purpose of business dashboards is much more specific and directed. The purpose of dashboards is to give users a clear view of the current state of KPIs, real time alerts, and other metrics about operations. Dashboard design is a critical factor because business users need to be able to understand the significance of the dashboard information at a glance and have the capability to drill down to one or more levels of detail. Having real time, or near real time, data is essential to keep users aware of any meaningful changes in the metrics as they occur and to provide information for making decisions in real time. Users can take corrective actions promptly.
 
4. Components of dashboards are:
Design. The visualization techniques and descriptive captions to convey information so that they are correctly understood. Infographics are widely used because they convey information in interesting and informative designs.
Performance metrics. KPIs and other real time content displayed on the dashboard. All dashboard data should reflect the current value of each metric.
API. APIs (application programming interfaces) connect disparate data sources and feeds to display on the dashboard. The alternative is for users or IT to manually enter data to the dashboard. Dashboards created in this manner tend to fail because of the risk of incomplete, outdated, or wrong data, which users learn not to trust.
Access. Preferred access is via a secure Web browser from a mobile device.
 
5. The interrelated benefits of business dashboards are:
Visibility. Blind spots are minimized or eliminated. Threats and opportunities are detected as soon as possible.
Continuous improvement. A famous warning from Peter Drucker was “if you can’t measure it, you can’t improve it.” Executive dashboards are custom designed to display the user’s critical metrics and measures.
Single sign on. Managers can spend a lot of time logging into various business systems and running reports. Single-sign-on dashboards save time and effort.
Deviations from what was budgeted or planned. Any metrics can be programmed to display deviations from targets, such as comparisons of actual and planned or budgeted.
Accountability. When employees know their performance is tracked in near real time and can see their results, they tend to be motivated to improve their performance.
21

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.
Learning Objectives

Enterprise Data Mashups

Digital Dashboards

Geospatial Data and Geographic Information Systems

Data Visualization and Learning

Geospatial Data and Geographic Information Systems
Geographic Information System (GIS)
Captures, manages, analyzes, and displays multidimensional geographic data, also called geospatial data.
Geospatial Data
Where things or people are and where they are going—with descriptive data—what things are like or what customers are doing.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Geospatial Data and Geographic Information Systems
GIS
GIS is not a map, with multiple layers of information for many ways of thinking about a geographic space.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Geospatial Data and Geographic Information Systems
Global Integration
Cellular and Internet service providers, sensors, Google Earth, GPS, and RFID systems know the location of each connected user or object.
Foursquare, Google Maps, and other mobile apps rely on GPS locations.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.

Geospatial Data and Geographic Information Systems
GIS Business Applications
Learn how store sales are impacted by population or the proximity to competitors’ stores.
Use GIS to identify relevant demographics, proximity to highways, public transportation, and competitors’ stores to select the best location options.
Food and consumer products companies can chart locations of complaint calls enabling product traceability in the event of a crisis or recall.
Sales reps might better target their customer visits by analyzing the geography of sales targets.
Chapter 11

Copyright © 2015 John Wiley & Sons, Inc. All rights reserved.