Create stunning reports and dashboard using sparklines. Sparklines enable you to see trends and patterns resides in a single cell only and doesn't take up a lot of size on your dashboard... Try Sparklines now!
1) The document discusses Data Envelopment Analysis (DEA), a linear programming technique used to evaluate the efficiency of decision-making units like organizations. DEA can handle multiple inputs and outputs to measure efficiency relative to best practices.
2) Transportation problems, which aim to minimize costs in transporting goods from origins to destinations, can be formulated as linear programs and solved using techniques like the simplex method. Initial basic feasible solutions are found using methods like the Northwest Corner Rule.
3) The document provides an example of using DEA and transportation problem solving methods to optimize the allocation of milk transportation from dairy plants to distribution centers to minimize costs.
This document contains the resume of Prabin George Daisy. It summarizes his 5 years of experience in UI/UX design and development, working with technologies like HTML5, CSS3, Bootstrap, JavaScript, PHP and databases like MySQL. It lists his skills and experience in areas like web and mobile application development, API development, testing and working in Agile methodologies. It also provides details of some of his projects involving development of applications for various domains using technologies like AngularJS, jQuery, Cordova, Ionic, NodeJS, PHP and frameworks like YII, Joomla.
The document discusses various topics related to computer networking including packet switching, routing algorithms, congestion control, quality of service, internetworking, and internet protocols. It covers concepts such as connection-oriented and connectionless services, shortest path routing, flooding, distance-vector routing, link state routing, hierarchical routing, broadcast routing, multicast routing, anycast routing, routing for mobile and ad hoc networks, congestion control approaches, traffic shaping, packet scheduling, admission control, integrated and differentiated services, how networks can connect and differ, tunneling, internet routing, packet fragmentation, IP versions 4 and 6, control protocols, label switching, OSPF, BGP, multicasting, and mobile IP.
Sue Charlton presntation on "Efficacy assessment of anthrax vaccines"Matthew Kirkby
Sue Charlton presents analytical methods for assessing the efficacy of anthrax vaccines. A number of assays have been developed including macrophage cell lysis assays, toxin and antibody ELISAs, toxin neutralization assays, mouse potency tests, and rabbit challenge models. These assays have been used to evaluate traditional and novel anthrax vaccines and generate data to support regulatory submissions. Clinical studies on humans have also evaluated the immune response to booster vaccinations and how it is affected by time since the last booster. The various efficacy tests together provide a toolbox to characterize different anthrax vaccines and their ability to induce a protective immune response.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
1) The document discusses Data Envelopment Analysis (DEA), a linear programming technique used to evaluate the efficiency of decision-making units like organizations. DEA can handle multiple inputs and outputs to measure efficiency relative to best practices.
2) Transportation problems, which aim to minimize costs in transporting goods from origins to destinations, can be formulated as linear programs and solved using techniques like the simplex method. Initial basic feasible solutions are found using methods like the Northwest Corner Rule.
3) The document provides an example of using DEA and transportation problem solving methods to optimize the allocation of milk transportation from dairy plants to distribution centers to minimize costs.
This document contains the resume of Prabin George Daisy. It summarizes his 5 years of experience in UI/UX design and development, working with technologies like HTML5, CSS3, Bootstrap, JavaScript, PHP and databases like MySQL. It lists his skills and experience in areas like web and mobile application development, API development, testing and working in Agile methodologies. It also provides details of some of his projects involving development of applications for various domains using technologies like AngularJS, jQuery, Cordova, Ionic, NodeJS, PHP and frameworks like YII, Joomla.
The document discusses various topics related to computer networking including packet switching, routing algorithms, congestion control, quality of service, internetworking, and internet protocols. It covers concepts such as connection-oriented and connectionless services, shortest path routing, flooding, distance-vector routing, link state routing, hierarchical routing, broadcast routing, multicast routing, anycast routing, routing for mobile and ad hoc networks, congestion control approaches, traffic shaping, packet scheduling, admission control, integrated and differentiated services, how networks can connect and differ, tunneling, internet routing, packet fragmentation, IP versions 4 and 6, control protocols, label switching, OSPF, BGP, multicasting, and mobile IP.
Sue Charlton presntation on "Efficacy assessment of anthrax vaccines"Matthew Kirkby
Sue Charlton presents analytical methods for assessing the efficacy of anthrax vaccines. A number of assays have been developed including macrophage cell lysis assays, toxin and antibody ELISAs, toxin neutralization assays, mouse potency tests, and rabbit challenge models. These assays have been used to evaluate traditional and novel anthrax vaccines and generate data to support regulatory submissions. Clinical studies on humans have also evaluated the immune response to booster vaccinations and how it is affected by time since the last booster. The various efficacy tests together provide a toolbox to characterize different anthrax vaccines and their ability to induce a protective immune response.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
Police-Public Relations as a Potent Tool for Combating Crime, Insecurity, and...inventionjournals
For quite long now, some commentators have oftentimes been lured into confusing the concept and practice of police-public relations with that of police-community relations, community policing, policemedia relations or local vigilantism. Against this backdrop, therefore, this paper examined the state of police– public relations in Nigeria with special focus on how it could be deployed as a potent tool for fighting crime and preventing social disorder in the country. The paper adopted a research methodology of review of extant related literature on the fields of security, public, and policing backed by judgmental content analysis technique. The paper made a number of interesting findings. Prominent among this findings included the fact that Police authorities in Nigeria since 1930, the force was established had made efforts to forge a strong relationship with the public it serves including establishment of such structures and mechanisms like Police Public Complaints Bureau, Police Community Relations Committees and various organs of community-policing projects scattered all over the country. In spite of these efforts, police–public relations in the country had remained sordidly sour, conflictual, and unredeeming. Again, the paper also identified a number of structural, institutional, and attitudinal factors that are responsible for the deteriorating gap in the relationship between the police in Nigeria and members of the public they are hired to serve. These factors include systemic corruption, the very nature of policing in a once colonized state like Nigeria, inappropriate use of lethal force, extrajudicial killings, and intimidation. Others are extortion, illegal arrest and detention, poor funding and lack of adequate training or education, among other ills. Finally, the study made a number of recommendations, as a way forward which included greater emphasis on awareness campaigns to sanitize the police force to be appreciated by members of the public, that NPPRD should be made autonomous and public relations professionals recruited into its fold; rigorous background check of recruits in order to weed out persons of questionable character at the point of entry; and design of curriculum that would inculcate modern policing ideals and democratic values in police rank and file, among others
El documento habla sobre el agua y su importancia. Explica brevemente que el agua es un recurso natural con el que interactuamos constantemente y debemos aprender a usarlo de forma responsable. Luego, presenta algunas preguntas sobre las propiedades y el ciclo del agua, y ofrece enlaces a recursos adicionales sobre estos temas. Finalmente, propone una pregunta sobre cómo cuidamos el agua y describe cómo se evaluará el trabajo.
Este documento presenta una WebQuest sobre leyendas locales y temores. Los estudiantes deben entrevistar a personas mayores para recopilar leyendas y comparar los niveles de inseguridad actuales con los del pasado. Luego, deben seleccionar una leyenda, crear un guión e ilustrarla de forma gráfica. El proyecto se desarrolla en tres semanas con roles como entrevistador, guionista y diseñador. Se proveen recursos en línea para cada rol y etapa del proyecto.
Proyecto realizado durante el desarrollo de la unidad de aprendizaje Análisis y Diseño de Redes, por estudiantes del noveno semestre de la Licenciatura en Ingeniería en Computación.
Se aplica el ciclo de vida de redes sugerido por CISCO
Una persona se enamoró de otra a través de poemas cortos y promesas de ser lo más importante, pero solo podrá soñar con esa persona mientras duerme a menos que puedan dormir juntos. Aunque el tiempo hará que se olviden, el amor que siente hace que parezca imposible dejar de amar a esa persona.
El Rey ofreció un premio al mejor artista que pintara "La Paz Perfecta". Dos pinturas fueron consideradas adecuadas. La primera mostraba un lago tranquilo entre montañas y cielo azul. La segunda mostraba montañas escarpadas bajo un cielo tormentoso, con una cascada de agua rugiente que desembocaba en un lago. Sin embargo, el Rey notó un nido de pájaro detrás de la cascada, donde un pájaro criaba a sus polluelos a pesar del ruido, eligiendo esta
Discover new ways to visualize market research dataMatilda Sarah
How to create visualizations that improve storytelling (accompanying slides to the webinar: https://q-researchsoftware.wistia.com/medias/1d95lbkops). This presentation focuses exclusively on visualizations that work with standard market research data.
Visualizations explored: stream graphs, waffle charts, violin plots, slope graphs, bump charts, dot plots, palm trees, pictographs, circle packing, moonplots, Sankey diagrams, chord diagrams, choropleth, statebin, and all the standard chart types.
Techniques explored: small multiples, greying, squaring, banking, decomposing and recomposing, redundant encodings, removing lookups, creating shapes, forcing symmetry, adding norms, and showing statistical significance.
IBM Business Analytics Dashboarding Tips > Cresco International Cresco International
Learn the best dashboarding tips and tricks for your business analytics reports. This 50 minute webcast features how to successfully build and design your dashboards.
Creating Effective Visuals for Teaching and PresentationKristen Sosulski
The document provides an overview of a workshop on creating effective visuals for presentations. The workshop covers presentation design best practices, common presentation pitfalls to avoid, and how to effectively incorporate data visualizations into live presentations. Attendees will learn how to design clear and well-designed data displays and take away a checklist for developing slide presentations with charts and graphs.
This document summarizes the design of output for information systems. It defines output and classifies it based on distribution/audience and implementation method. It describes types of internal and external outputs and how they are used. Implementation methods for output like printed, screen, multimedia are discussed. Guidelines for designing easy to read and interpret tabular reports are provided. The output design process and principles for tabular report design are outlined.
This document provides branding guidelines for Cannondale. It outlines rules for proper usage of the Cannondale logo, including only using it in black or white horizontally or vertically, with sufficient spacing. Typography and color palette choices are also specified, with Favorit as the primary font family and a minimal primary color palette. Detailed instructions are given for logo placement, secondary titles, and pairing fonts and colors in different applications and formats.
ACC (Atlantic Coast Conference) Brand Standards ManualBill Smith
This document provides branding guidelines and standards for the Atlantic Coast Conference (ACC). It outlines the ACC's brand positioning, identity, and assets. The identity section displays guidelines for the primary and secondary logos in various color formats and backgrounds. Brand asset sections cover the official color palette, typography, and school-specific logos. The document provides branding guidance for uniforms, facilities, and championships. It aims to ensure consistent representation of the ACC brand across all communications and applications.
This document provides brand identity guidelines for the Bridge Park development in Dublin, Ohio. It outlines the primary and secondary brandmarks, color palette, typography, and graphic elements that comprise the Bridge Park visual identity system. The guidelines are intended to help represent the Bridge Park brand consistently across all communication touchpoints and applications.
Control charts are statistical tools used to monitor processes and distinguish between common and special cause variations. They graphically display process stability over time and can provide early warnings if a process becomes out of control. The X-bar and R chart is used for variables data with subgroup sizes of 2-15. It involves calculating the mean and range for each subgroup, then determining control limits based on the grand mean and average range. Patterns outside the control limits or showing trends over time indicate the process may need investigation.
This document provides an overview of Machine Readable Cataloging (MARC) records. It defines MARC as the standard for encoding bibliographic data for computer processing. Key points include:
- MARC records use a common structure and format that allows libraries to share cataloging data and bibliographic resources.
- The structure includes a leader field, control fields, variable fields and subfields to store bibliographic information like titles, authors, subjects etc.
- Adhering to the MARC standard ensures cataloging data is compatible across different library systems.
- Examples of commonly used fields are provided, like title (245), author (100), subjects (650), and notes (500).
This document provides an overview of Machine Readable Cataloging (MARC) records. It defines MARC as the standard for encoding bibliographic data for computer processing. Key points include:
- MARC records use a common structure and format that allows libraries to share cataloging data and bibliographic resources.
- The structure includes a leader field, control fields, variable fields and subfields to store bibliographic information like titles, authors, subjects etc.
- Adhering to the MARC standard ensures cataloging data is compatible across different library systems.
- Examples of commonly used fields are provided, like title (245), author (100), subjects (650), and notes (500).
APEX 5 Interactive Reports: Deep Dive and Upgrade AdviceKaren Cannell
The document provides an overview of new features in Oracle APEX 5 Interactive Reports, including enhancements to GROUP BY, Pivot tables, subscriptions, and accessibility improvements. It also discusses limitations such as the 32,000 row limit and how to work around issues with dynamic date filters and aggregate behavior. The presentation aims to help developers and users get the most out of Interactive Reports and choose the right tool for the job.
An engineering drawing, is a detailed, precise diagram or plan that conveys information about how an object functions or is constructed. Engineers, electricians, and contractors all use these drawings as guides when constructing or repairing objects and buildings. The easiest way to prepare a technical drawing is to generate one automatically from a CAD design. In SolidWorks, for example, this simply involves selecting Make Drawing from Part/Assembly in the Standard toolbar, then selecting a predefined template. The software will automatically generate views and features as selected, and the drawing can then be exported.
Alteryx and Tableau: Iron Mountain's Sherpa to business insightMattSemple1
Presentation made to Alteryx Inspire Conference (London 2019) by Matt Semple (Iron Mountain) and David Turley (InterWorks) explaining the data journey undertaken by Iron Mountain to transform its analytics function and deliver advanced commercial and operational analytics to its global management teams.
A transformation journey leveraging the advanced technology of Alteryx and Tableau aligned to a clear vision of the data roadmap. All supported by a great consulting partnership with the InterWorks team in London.
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
Police-Public Relations as a Potent Tool for Combating Crime, Insecurity, and...inventionjournals
For quite long now, some commentators have oftentimes been lured into confusing the concept and practice of police-public relations with that of police-community relations, community policing, policemedia relations or local vigilantism. Against this backdrop, therefore, this paper examined the state of police– public relations in Nigeria with special focus on how it could be deployed as a potent tool for fighting crime and preventing social disorder in the country. The paper adopted a research methodology of review of extant related literature on the fields of security, public, and policing backed by judgmental content analysis technique. The paper made a number of interesting findings. Prominent among this findings included the fact that Police authorities in Nigeria since 1930, the force was established had made efforts to forge a strong relationship with the public it serves including establishment of such structures and mechanisms like Police Public Complaints Bureau, Police Community Relations Committees and various organs of community-policing projects scattered all over the country. In spite of these efforts, police–public relations in the country had remained sordidly sour, conflictual, and unredeeming. Again, the paper also identified a number of structural, institutional, and attitudinal factors that are responsible for the deteriorating gap in the relationship between the police in Nigeria and members of the public they are hired to serve. These factors include systemic corruption, the very nature of policing in a once colonized state like Nigeria, inappropriate use of lethal force, extrajudicial killings, and intimidation. Others are extortion, illegal arrest and detention, poor funding and lack of adequate training or education, among other ills. Finally, the study made a number of recommendations, as a way forward which included greater emphasis on awareness campaigns to sanitize the police force to be appreciated by members of the public, that NPPRD should be made autonomous and public relations professionals recruited into its fold; rigorous background check of recruits in order to weed out persons of questionable character at the point of entry; and design of curriculum that would inculcate modern policing ideals and democratic values in police rank and file, among others
El documento habla sobre el agua y su importancia. Explica brevemente que el agua es un recurso natural con el que interactuamos constantemente y debemos aprender a usarlo de forma responsable. Luego, presenta algunas preguntas sobre las propiedades y el ciclo del agua, y ofrece enlaces a recursos adicionales sobre estos temas. Finalmente, propone una pregunta sobre cómo cuidamos el agua y describe cómo se evaluará el trabajo.
Este documento presenta una WebQuest sobre leyendas locales y temores. Los estudiantes deben entrevistar a personas mayores para recopilar leyendas y comparar los niveles de inseguridad actuales con los del pasado. Luego, deben seleccionar una leyenda, crear un guión e ilustrarla de forma gráfica. El proyecto se desarrolla en tres semanas con roles como entrevistador, guionista y diseñador. Se proveen recursos en línea para cada rol y etapa del proyecto.
Proyecto realizado durante el desarrollo de la unidad de aprendizaje Análisis y Diseño de Redes, por estudiantes del noveno semestre de la Licenciatura en Ingeniería en Computación.
Se aplica el ciclo de vida de redes sugerido por CISCO
Una persona se enamoró de otra a través de poemas cortos y promesas de ser lo más importante, pero solo podrá soñar con esa persona mientras duerme a menos que puedan dormir juntos. Aunque el tiempo hará que se olviden, el amor que siente hace que parezca imposible dejar de amar a esa persona.
El Rey ofreció un premio al mejor artista que pintara "La Paz Perfecta". Dos pinturas fueron consideradas adecuadas. La primera mostraba un lago tranquilo entre montañas y cielo azul. La segunda mostraba montañas escarpadas bajo un cielo tormentoso, con una cascada de agua rugiente que desembocaba en un lago. Sin embargo, el Rey notó un nido de pájaro detrás de la cascada, donde un pájaro criaba a sus polluelos a pesar del ruido, eligiendo esta
Discover new ways to visualize market research dataMatilda Sarah
How to create visualizations that improve storytelling (accompanying slides to the webinar: https://q-researchsoftware.wistia.com/medias/1d95lbkops). This presentation focuses exclusively on visualizations that work with standard market research data.
Visualizations explored: stream graphs, waffle charts, violin plots, slope graphs, bump charts, dot plots, palm trees, pictographs, circle packing, moonplots, Sankey diagrams, chord diagrams, choropleth, statebin, and all the standard chart types.
Techniques explored: small multiples, greying, squaring, banking, decomposing and recomposing, redundant encodings, removing lookups, creating shapes, forcing symmetry, adding norms, and showing statistical significance.
IBM Business Analytics Dashboarding Tips > Cresco International Cresco International
Learn the best dashboarding tips and tricks for your business analytics reports. This 50 minute webcast features how to successfully build and design your dashboards.
Creating Effective Visuals for Teaching and PresentationKristen Sosulski
The document provides an overview of a workshop on creating effective visuals for presentations. The workshop covers presentation design best practices, common presentation pitfalls to avoid, and how to effectively incorporate data visualizations into live presentations. Attendees will learn how to design clear and well-designed data displays and take away a checklist for developing slide presentations with charts and graphs.
This document summarizes the design of output for information systems. It defines output and classifies it based on distribution/audience and implementation method. It describes types of internal and external outputs and how they are used. Implementation methods for output like printed, screen, multimedia are discussed. Guidelines for designing easy to read and interpret tabular reports are provided. The output design process and principles for tabular report design are outlined.
This document provides branding guidelines for Cannondale. It outlines rules for proper usage of the Cannondale logo, including only using it in black or white horizontally or vertically, with sufficient spacing. Typography and color palette choices are also specified, with Favorit as the primary font family and a minimal primary color palette. Detailed instructions are given for logo placement, secondary titles, and pairing fonts and colors in different applications and formats.
ACC (Atlantic Coast Conference) Brand Standards ManualBill Smith
This document provides branding guidelines and standards for the Atlantic Coast Conference (ACC). It outlines the ACC's brand positioning, identity, and assets. The identity section displays guidelines for the primary and secondary logos in various color formats and backgrounds. Brand asset sections cover the official color palette, typography, and school-specific logos. The document provides branding guidance for uniforms, facilities, and championships. It aims to ensure consistent representation of the ACC brand across all communications and applications.
This document provides brand identity guidelines for the Bridge Park development in Dublin, Ohio. It outlines the primary and secondary brandmarks, color palette, typography, and graphic elements that comprise the Bridge Park visual identity system. The guidelines are intended to help represent the Bridge Park brand consistently across all communication touchpoints and applications.
Control charts are statistical tools used to monitor processes and distinguish between common and special cause variations. They graphically display process stability over time and can provide early warnings if a process becomes out of control. The X-bar and R chart is used for variables data with subgroup sizes of 2-15. It involves calculating the mean and range for each subgroup, then determining control limits based on the grand mean and average range. Patterns outside the control limits or showing trends over time indicate the process may need investigation.
This document provides an overview of Machine Readable Cataloging (MARC) records. It defines MARC as the standard for encoding bibliographic data for computer processing. Key points include:
- MARC records use a common structure and format that allows libraries to share cataloging data and bibliographic resources.
- The structure includes a leader field, control fields, variable fields and subfields to store bibliographic information like titles, authors, subjects etc.
- Adhering to the MARC standard ensures cataloging data is compatible across different library systems.
- Examples of commonly used fields are provided, like title (245), author (100), subjects (650), and notes (500).
This document provides an overview of Machine Readable Cataloging (MARC) records. It defines MARC as the standard for encoding bibliographic data for computer processing. Key points include:
- MARC records use a common structure and format that allows libraries to share cataloging data and bibliographic resources.
- The structure includes a leader field, control fields, variable fields and subfields to store bibliographic information like titles, authors, subjects etc.
- Adhering to the MARC standard ensures cataloging data is compatible across different library systems.
- Examples of commonly used fields are provided, like title (245), author (100), subjects (650), and notes (500).
APEX 5 Interactive Reports: Deep Dive and Upgrade AdviceKaren Cannell
The document provides an overview of new features in Oracle APEX 5 Interactive Reports, including enhancements to GROUP BY, Pivot tables, subscriptions, and accessibility improvements. It also discusses limitations such as the 32,000 row limit and how to work around issues with dynamic date filters and aggregate behavior. The presentation aims to help developers and users get the most out of Interactive Reports and choose the right tool for the job.
An engineering drawing, is a detailed, precise diagram or plan that conveys information about how an object functions or is constructed. Engineers, electricians, and contractors all use these drawings as guides when constructing or repairing objects and buildings. The easiest way to prepare a technical drawing is to generate one automatically from a CAD design. In SolidWorks, for example, this simply involves selecting Make Drawing from Part/Assembly in the Standard toolbar, then selecting a predefined template. The software will automatically generate views and features as selected, and the drawing can then be exported.
Alteryx and Tableau: Iron Mountain's Sherpa to business insightMattSemple1
Presentation made to Alteryx Inspire Conference (London 2019) by Matt Semple (Iron Mountain) and David Turley (InterWorks) explaining the data journey undertaken by Iron Mountain to transform its analytics function and deliver advanced commercial and operational analytics to its global management teams.
A transformation journey leveraging the advanced technology of Alteryx and Tableau aligned to a clear vision of the data roadmap. All supported by a great consulting partnership with the InterWorks team in London.
Similar to Excel Data Visualization - Sparklines (13)
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of March 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
Introduction to Jio Cinema**:
- Brief overview of Jio Cinema as a streaming platform.
- Its significance in the Indian market.
- Introduction to retention and engagement strategies in the streaming industry.
2. **Understanding Retention and Engagement**:
- Define retention and engagement in the context of streaming platforms.
- Importance of retaining users in a competitive market.
- Key metrics used to measure retention and engagement.
3. **Jio Cinema's Content Strategy**:
- Analysis of the content library offered by Jio Cinema.
- Focus on exclusive content, originals, and partnerships.
- Catering to diverse audience preferences (regional, genre-specific, etc.).
- User-generated content and interactive features.
4. **Personalization and Recommendation Algorithms**:
- How Jio Cinema leverages user data for personalized recommendations.
- Algorithmic strategies for suggesting content based on user preferences, viewing history, and behavior.
- Dynamic content curation to keep users engaged.
5. **User Experience and Interface Design**:
- Evaluation of Jio Cinema's user interface (UI) and user experience (UX).
- Accessibility features and device compatibility.
- Seamless navigation and search functionality.
- Integration with other Jio services.
6. **Community Building and Social Features**:
- Strategies for fostering a sense of community among users.
- User reviews, ratings, and comments.
- Social sharing and engagement features.
- Interactive events and campaigns.
7. **Retention through Loyalty Programs and Incentives**:
- Overview of loyalty programs and rewards offered by Jio Cinema.
- Subscription plans and benefits.
- Promotional offers, discounts, and partnerships.
- Gamification elements to encourage continued usage.
8. **Customer Support and Feedback Mechanisms**:
- Analysis of Jio Cinema's customer support infrastructure.
- Channels for user feedback and suggestions.
- Handling of user complaints and queries.
- Continuous improvement based on user feedback.
9. **Multichannel Engagement Strategies**:
- Utilization of multiple channels for user engagement (email, push notifications, SMS, etc.).
- Targeted marketing campaigns and promotions.
- Cross-promotion with other Jio services and partnerships.
- Integration with social media platforms.
10. **Data Analytics and Iterative Improvement**:
- Role of data analytics in understanding user behavior and preferences.
- A/B testing and experimentation to optimize engagement strategies.
- Iterative improvement based on data-driven insights.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
1. DATA VISUALIZATION IN E XCEL 2016
SPARKLINES
Definition
Line Sparklines
Column Sparklines
Win/Loss Sparklines
E x c e l D a t a V i s u a l i z a t i o n S h a r e a n d L i k eA N A L Y T I C S L E A D f
ANALYTICS
Leading analytics to the next level.
2. Sparklines (Definition)
Sparklines enable you to see trends and patterns within your
data at a glance using minimal space.
Get visual context for data that reside in a single cell only and
doesn’t take up a lot of size on your dashboard
The term sparkline was first used by Edward Tufte, a famous
expert on the visual presentation of data and analysis.
Sparklines are available only with Excel 2010 and Excel 2014.
LINE COLUMN WIN/LOSS
A N A L Y T I C S
3. Create Sparklines (Line, Column, Win/Loss)
1. Create Sparkline, Select Insert > Sparklines Group (Select Line, Column or Win / Loss)
2. Highlight Data: Select Data Range and Location Range
A N A L Y T I C S
4. Customize sparkline: In the ribbon, Select Design > Tick MARKERS
H i g h l i g h t a l l c e l l s t h e n p r e s s C T R L + D
Line Sparklines
A N A L Y T I C S
5. Customize sparkline: In the ribbon, Select Design > Tick HIGH POINT
H i g h l i g h t a l l c e l l s t h e n p r e s s C T R L + D
Column Sparklines
A N A L Y T I C S
6. Customize sparkline: In the ribbon, Select Design > Tick NEG- POINT
H i g h l i g h t a l l c e l l s t h e n p r e s s C T R L + D
Win / Loss Sparklines
A N A L Y T I C S