The middle-of March sees ChatGPT reach 100 days since its public launch.
Join us as presenter, Ray Poynter, assesses:
- What have we learned so far?
- What has been the impact on research and insight so far?
- What is likely to be the impact in the rest of this year?
- Where might things be going next?
We also share research with 268 market research and insight professionals, where they are talking about what they have done with ChatGPT, how well it worked for them, and what they are going to do next.
Here is a link to the NewMR report that shares the findings from our recent study in to ChatGPT: https://newmr.org/wp-content/uploads/sites/2/2023/03/NewMR-ChatGPT-and-Market-Research-March-2023.pdf
Access the recording from this presentation (originally presented live) via YouTube; https://youtu.be/Y9NSDtLdBHA
Data Visualization Trends - Next Steps for TableauArunima Gupta
Want answers to:
- What is data visualization?
- Why is it deemed disruptive in the field of analytics?
- What is Tableau?
Come view the slide deck!
Concludes with:
- Digital strategy recommendations for Tableau to become the winner in a winner-take-all-market
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...Denodo
Watch Alberto's session from Fast Data Strategy on-demand here: https://buff.ly/2wByS41
Gartner’s recently published report “Data Catalogs Are the New Black in Data Management Analytics” emphasizes the importance of data catalogs.
Watch this session to learn more about:
• The vision behind the Denodo Data Catalog
• How to maximize information value with the Denodo Data Catalog
• Why it is essential to combine data delivery with a data catalog
A deep dive in data visualization covering some handful tools like Advance excel, Tableau, Qliksense etc.
You can add more content like discussing Google API, Perception and cognition theory,some more readable formats for data visualization and its framework.
A lecture in digital analytics at Aalto University. The lecture is a part of a module in Information Technology Program (ITP).
Summer 2015, Helsinki
--
Dr. Joni Salminen is a lecturer in digital marketing. Besides online marketing, his interests include startups and web platforms. Contact: joolsa@utu.fi
BI Consultancy - Data, Analytics and StrategyShivam Dhawan
The presentation describes my views around the data we encounter in digital businesses like:
- Looking at common Data collection methodologies,
-What are the common issues within the decision support system and optimiztion lifecycle,
- Where are most of failing?
and most importantly, "How to connect the dots and move from Data to Strategy?"
I work with all facets of Web Analytics and Business Strategy and see the structures and governance models of various domains to establish and analyze the key performance indicators that allow you to have a 360º overview of online and offline multi-channel environment.
Apart from my experience with the leading analytic tools in the market like Google Analytics, Omniture and BI tools for Big Data, I am developing new solutions to solve complex digital / business problems.
As a resourceful consultant, I can connect with your team in any modality or in any form that meets your needs and solves any data/strategy problem.
Data Visualization Trends - Next Steps for TableauArunima Gupta
Want answers to:
- What is data visualization?
- Why is it deemed disruptive in the field of analytics?
- What is Tableau?
Come view the slide deck!
Concludes with:
- Digital strategy recommendations for Tableau to become the winner in a winner-take-all-market
Data Catalog in Denodo Platform 7.0: Creating a Data Marketplace with Data Vi...Denodo
Watch Alberto's session from Fast Data Strategy on-demand here: https://buff.ly/2wByS41
Gartner’s recently published report “Data Catalogs Are the New Black in Data Management Analytics” emphasizes the importance of data catalogs.
Watch this session to learn more about:
• The vision behind the Denodo Data Catalog
• How to maximize information value with the Denodo Data Catalog
• Why it is essential to combine data delivery with a data catalog
A deep dive in data visualization covering some handful tools like Advance excel, Tableau, Qliksense etc.
You can add more content like discussing Google API, Perception and cognition theory,some more readable formats for data visualization and its framework.
A lecture in digital analytics at Aalto University. The lecture is a part of a module in Information Technology Program (ITP).
Summer 2015, Helsinki
--
Dr. Joni Salminen is a lecturer in digital marketing. Besides online marketing, his interests include startups and web platforms. Contact: joolsa@utu.fi
BI Consultancy - Data, Analytics and StrategyShivam Dhawan
The presentation describes my views around the data we encounter in digital businesses like:
- Looking at common Data collection methodologies,
-What are the common issues within the decision support system and optimiztion lifecycle,
- Where are most of failing?
and most importantly, "How to connect the dots and move from Data to Strategy?"
I work with all facets of Web Analytics and Business Strategy and see the structures and governance models of various domains to establish and analyze the key performance indicators that allow you to have a 360º overview of online and offline multi-channel environment.
Apart from my experience with the leading analytic tools in the market like Google Analytics, Omniture and BI tools for Big Data, I am developing new solutions to solve complex digital / business problems.
As a resourceful consultant, I can connect with your team in any modality or in any form that meets your needs and solves any data/strategy problem.
In this advanced business analysis training session, you will learn Data Analytics Business Intelligence. Topics covered in this session are:
• What is Business Intelligence?
• Data / information / knowledge
• What is Data Analytics?
• What is Business Analytics?
• What is Big Data?
• Types of Data
• Types of Analytics
• What is Business Intelligence?
For more information, click here: https://www.mindsmapped.com/courses/business-analysis/advanced-business-analyst-training/
Introducing Cloudera DataFlow (CDF) 2.13.19Cloudera, Inc.
Watch this webinar to understand how Hortonworks DataFlow (HDF) has evolved into the new Cloudera DataFlow (CDF). Learn about key capabilities that CDF delivers such as -
-Powerful data ingestion powered by Apache NiFi
-Edge data collection by Apache MiNiFi
-IoT-scale streaming data processing with Apache Kafka
-Enterprise services to offer unified security and governance from edge-to-enterprise
Bertelsmann: BeTrend – Building a Trend Aggregation Machine.pdfNeo4j
Social media is the space where trends can be spotted most quickly. We will show a graph-based approach that aggregates data from different sources to better identify trends and to use them for the selection and enrichment of media content at Bertelsmann.
DAMA Webinar - Big and Little Data QualityDATAVERSITY
While technological innovation brings constant change to the data landscape, many organizations still struggle with the basics: ensuring they have reliable, high quality data. In health care, the promise of insight to be gained through analytics is dependent on ensuring the interactions between providers and patients are recorded accurately and completely. While traditional health care data is dependent on person-to-person contact, new technologies are emerging that change how health care is delivered and how health care data is captured, stored, accessed and used. Using health care as a lens through which to understand the emergence of big data, this presentation will ask the audience to think about data in old and new ways in order to gain insight about how to improve the quality of data, regardless of size.
Slides: Taking an Active Approach to Data GovernanceDATAVERSITY
A Look at How Riot Games Implemented Non-Invasive Data Governance
Riot Games created and runs “League of Legends,” the world’s most-played PC game and most viewed eSport — and is now transforming to become a multi-title publisher. To keep pace with this transformation and support a growing player base of millions, Riot Games is taking a page from Bob Seiner’s book, “Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success” and leveraging the Alation Data Catalog to help guide accurate, well-governed analysis.
Bob Seiner will join Riot Games’ Chris Kudelka, Technical Product Manager, and Michael Leslie, Senior Data Governance Architect, and Alation’s John Wills, VP of Professional Service, for an inside look at Data Governance at one of the world’s leading gaming companies.
Join this webinar to learn:
• How Riot Games is implementing Non-Invasive Data Governance
• How this new approach to Data Governance helps to drive the business
• How the Alation Data Catalog helps Riot Games create the foundation for guiding accurate, well-governed data use
Keys to Creating an Analytics-Driven CultureDATAVERSITY
Changing company culture takes time, energy and focus, as well as consistent reinforcement long after the breakrooms’ company culture posters start to fade. Creating an analytics-driven culture may be even harder to grow and sustain. Yet the rewards are vast for companies whose culture embodies an analytics-first mindset – and for those who use the derived insights to improve operational efficiency and decision-making, generate new revenue and prevent risk and fraud.
This webinar will offer advice and real-world examples on how to:
Develop and utilize an analytics-focused vision statement
Engage senior leaders to support analytics as a business problem-solver
Communication best practices to engage participants in the culture change
Use tried-and-tested best practices and approaches to build an analytics-driven culture
The path to a Modern Data Architecture in Financial ServicesHortonworks
Delivering Data-Driven Applications at the Speed of Business: Global Banking AML use case.
Chief Data Officers in financial services have unique challenges: they need to establish an effective data ecosystem under strict governance and regulatory requirements. They need to build the data-driven applications that enable risk and compliance initiatives to run efficiently. In this webinar, we will discuss the case of a global banking leader and the anti-money laundering solution they built on the data lake. With a single platform to aggregate structured and unstructured information essential to determine and document AML case disposition, they reduced mean time for case resolution by 75%. They have a roadmap for building over 150 data-driven applications on the same search-based data discovery platform so they can mitigate risks and seize opportunities, at the speed of business.
How Graph Data Science can turbocharge your Knowledge GraphNeo4j
Knowledge Graphs are becoming mission-critical across many industries. More recently, we are witnessing the application of Graph Data Science to Knowledge Graphs, offering powerful outcomes. But how do we define Knowledge Graphs in industry and how can they be useful for your project? In this talk, we will illustrate the various methods and models of Graph Data Science being applied to Knowledge Graphs and how they allow you to find implicit relationships in your graph which are impossible to detect in any other way. You will learn how graph algorithms from PageRank to Embeddings drive ever deeper insights in your data.
Driving Data Intelligence in the Supply Chain Through the Data Catalog at TJXDATAVERSITY
Roles and responsibilities are a critical component of every Data Governance program. Building a set of roles that are practical and that will not interfere with people’s “day jobs” is an important consideration that will influence how well your program is adopted. This tutorial focuses on sharing a proven model guaranteed to represent your organization.
Join Bob Seiner for this lively webinar where he will dissect a complete Operating Model of Roles and Responsibilities that encompasses all levels of the organization. Seiner will detail the roles and describe the most effective way to associate people with the roles. You will walk out of this webinar with a model to apply to your organization.
In this session Bob will share:
- The five levels of Data Governance roles
- A proven Operating Model of Roles and Responsibilities
- How to customize the model to meet your requirements
- Setting appropriate role expectations
- How to operationalize the roles and demonstrate value
Modern Data Challenges require Modern Graph TechnologyNeo4j
This session focuses on key data trends and challenges impacting enterprises. And, how graph technology is evolving to future-proof data strategy and architectures.
Social Network Analysis is a range of techniques, methods and visualisation of connections between people and network content.
We implement this methodology in an innovative way, and fully integrated with our BrandCare software.
In the Twitter Social Network Analysis feature, everything which is monitored, tagged or classified within the platform can generate network visualisations.
Data Modeling & Metadata for Graph DatabasesDATAVERSITY
Graph databases are seeing a spike in popularity as their value in leveraging large data sets for key areas such as fraud detection, marketing, and network optimization become increasingly apparent. With graph databases, it’s been said that ‘the data model and the metadata are the database’. What does this mean in a practical application, and how can this technology be optimized for maximum business value?
In this advanced business analysis training session, you will learn Data Analytics Business Intelligence. Topics covered in this session are:
• What is Business Intelligence?
• Data / information / knowledge
• What is Data Analytics?
• What is Business Analytics?
• What is Big Data?
• Types of Data
• Types of Analytics
• What is Business Intelligence?
For more information, click here: https://www.mindsmapped.com/courses/business-analysis/advanced-business-analyst-training/
Introducing Cloudera DataFlow (CDF) 2.13.19Cloudera, Inc.
Watch this webinar to understand how Hortonworks DataFlow (HDF) has evolved into the new Cloudera DataFlow (CDF). Learn about key capabilities that CDF delivers such as -
-Powerful data ingestion powered by Apache NiFi
-Edge data collection by Apache MiNiFi
-IoT-scale streaming data processing with Apache Kafka
-Enterprise services to offer unified security and governance from edge-to-enterprise
Bertelsmann: BeTrend – Building a Trend Aggregation Machine.pdfNeo4j
Social media is the space where trends can be spotted most quickly. We will show a graph-based approach that aggregates data from different sources to better identify trends and to use them for the selection and enrichment of media content at Bertelsmann.
DAMA Webinar - Big and Little Data QualityDATAVERSITY
While technological innovation brings constant change to the data landscape, many organizations still struggle with the basics: ensuring they have reliable, high quality data. In health care, the promise of insight to be gained through analytics is dependent on ensuring the interactions between providers and patients are recorded accurately and completely. While traditional health care data is dependent on person-to-person contact, new technologies are emerging that change how health care is delivered and how health care data is captured, stored, accessed and used. Using health care as a lens through which to understand the emergence of big data, this presentation will ask the audience to think about data in old and new ways in order to gain insight about how to improve the quality of data, regardless of size.
Slides: Taking an Active Approach to Data GovernanceDATAVERSITY
A Look at How Riot Games Implemented Non-Invasive Data Governance
Riot Games created and runs “League of Legends,” the world’s most-played PC game and most viewed eSport — and is now transforming to become a multi-title publisher. To keep pace with this transformation and support a growing player base of millions, Riot Games is taking a page from Bob Seiner’s book, “Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success” and leveraging the Alation Data Catalog to help guide accurate, well-governed analysis.
Bob Seiner will join Riot Games’ Chris Kudelka, Technical Product Manager, and Michael Leslie, Senior Data Governance Architect, and Alation’s John Wills, VP of Professional Service, for an inside look at Data Governance at one of the world’s leading gaming companies.
Join this webinar to learn:
• How Riot Games is implementing Non-Invasive Data Governance
• How this new approach to Data Governance helps to drive the business
• How the Alation Data Catalog helps Riot Games create the foundation for guiding accurate, well-governed data use
Keys to Creating an Analytics-Driven CultureDATAVERSITY
Changing company culture takes time, energy and focus, as well as consistent reinforcement long after the breakrooms’ company culture posters start to fade. Creating an analytics-driven culture may be even harder to grow and sustain. Yet the rewards are vast for companies whose culture embodies an analytics-first mindset – and for those who use the derived insights to improve operational efficiency and decision-making, generate new revenue and prevent risk and fraud.
This webinar will offer advice and real-world examples on how to:
Develop and utilize an analytics-focused vision statement
Engage senior leaders to support analytics as a business problem-solver
Communication best practices to engage participants in the culture change
Use tried-and-tested best practices and approaches to build an analytics-driven culture
The path to a Modern Data Architecture in Financial ServicesHortonworks
Delivering Data-Driven Applications at the Speed of Business: Global Banking AML use case.
Chief Data Officers in financial services have unique challenges: they need to establish an effective data ecosystem under strict governance and regulatory requirements. They need to build the data-driven applications that enable risk and compliance initiatives to run efficiently. In this webinar, we will discuss the case of a global banking leader and the anti-money laundering solution they built on the data lake. With a single platform to aggregate structured and unstructured information essential to determine and document AML case disposition, they reduced mean time for case resolution by 75%. They have a roadmap for building over 150 data-driven applications on the same search-based data discovery platform so they can mitigate risks and seize opportunities, at the speed of business.
How Graph Data Science can turbocharge your Knowledge GraphNeo4j
Knowledge Graphs are becoming mission-critical across many industries. More recently, we are witnessing the application of Graph Data Science to Knowledge Graphs, offering powerful outcomes. But how do we define Knowledge Graphs in industry and how can they be useful for your project? In this talk, we will illustrate the various methods and models of Graph Data Science being applied to Knowledge Graphs and how they allow you to find implicit relationships in your graph which are impossible to detect in any other way. You will learn how graph algorithms from PageRank to Embeddings drive ever deeper insights in your data.
Driving Data Intelligence in the Supply Chain Through the Data Catalog at TJXDATAVERSITY
Roles and responsibilities are a critical component of every Data Governance program. Building a set of roles that are practical and that will not interfere with people’s “day jobs” is an important consideration that will influence how well your program is adopted. This tutorial focuses on sharing a proven model guaranteed to represent your organization.
Join Bob Seiner for this lively webinar where he will dissect a complete Operating Model of Roles and Responsibilities that encompasses all levels of the organization. Seiner will detail the roles and describe the most effective way to associate people with the roles. You will walk out of this webinar with a model to apply to your organization.
In this session Bob will share:
- The five levels of Data Governance roles
- A proven Operating Model of Roles and Responsibilities
- How to customize the model to meet your requirements
- Setting appropriate role expectations
- How to operationalize the roles and demonstrate value
Modern Data Challenges require Modern Graph TechnologyNeo4j
This session focuses on key data trends and challenges impacting enterprises. And, how graph technology is evolving to future-proof data strategy and architectures.
Social Network Analysis is a range of techniques, methods and visualisation of connections between people and network content.
We implement this methodology in an innovative way, and fully integrated with our BrandCare software.
In the Twitter Social Network Analysis feature, everything which is monitored, tagged or classified within the platform can generate network visualisations.
Data Modeling & Metadata for Graph DatabasesDATAVERSITY
Graph databases are seeing a spike in popularity as their value in leveraging large data sets for key areas such as fraud detection, marketing, and network optimization become increasingly apparent. With graph databases, it’s been said that ‘the data model and the metadata are the database’. What does this mean in a practical application, and how can this technology be optimized for maximum business value?
Promoting Academic Integrity in the Age of Generative AI and Contract Cheatin...Thomas Lancaster
These slides look at artificial intelligence, contract cheating and academic integrity, and were delivered to staff at Adelphi University as part of Academic Integrity Awareness week. They include examples showing when generative AI gets things wrong and also suggests ways in which both students and faculty can work with systems like #ChatGPT.
Webinar - Digital Skills for Older Adults: Teaching Technology in Public Libr...TechSoup
Visit http://www.techsoup.org for donated technology for nonprofits and libraries!
Does your library offer technology assistance to older adults? Do you teach computer classes for seniors? Are patrons bringing in tablets and other devices that have been given to them by grandchildren? Recent research from the Pew Institute shows that only 59% of older adults go online. New technologies can be difficult to learn, and older adults may not understand the benefits of using technology. But libraries can help older adults adopt technology in meaningful ways for communication, lifelong learning, and entertainment.
Join us for this free webinar to learn how your library can help older adults learn to use new technologies. You will hear from the St. Mary's County Library (Maryland), which is providing older adults with effective training and technology assistance. This library will share examples of successful programming, as well as tips for working with older adults. You will also learn about TechBoomers, a free website that offers technology training tutorials developed specifically for older adults. Come hear examples of how this site is being used by libraries to supplement programs and services, and to help increase staff’s confidence in being able to help patrons.
Want to know the future of Social Media in learning?Learning Pool Ltd
Uncover what Learning Pool's online enthusiast Paul Webster thinks about social media's role in learning. From LinkedIn to Twitter to much more, Paul shares his gems on the future.
Jackson Lee, Joshua Tan, Jasmine Battu on September 29, 2023
✨Unlock Your Creative Potential with Figma! Get ready to dive into the world of UI/UX design with our exciting workshop in collaboration with the ICCIT Council.
Whether you're a complete beginner or already have some design experience, this event is tailored just for you!
This event will cover creating accessible user interfaces design using Figma, and basic user experience principles that are usually taught in upper-year CCIT courses.
No prior experience is required; our goal is to provide a welcoming environment for everyone to learn and grow. Don't miss out on this unique opportunity to enhance your UI/UX skills and connect with like-minded peers. Mark your calendar, invite your friends, and see you there! 👋
Webinar Slides-Three Knows to Great Writing Nov 4 2014ERAUWebinars
Webinar presentation by Embry-Riddle Aeronautical University--Worldwide. Dr. Terri Maue shows how to be a better writer by understanding the "Three Knows."
The State of AI in Insights and Research 2024: Results and FindingsRay Poynter
This presentation from Ray Poynter of NewMR shares the findings from the latest NewMR study.
The study looks at the use of Artificial Intelligence in insights and research, including a deeper dive into the topic of Synthetic Data.
Find out how many people are using AI, how many are testing it, what they are doing, and what people think about Synthetic Data.
And, hear about where AI and research might be in two year’s time.
Listen to the recording of this presentation via NewMR.org/Play-Again, and also access other presentations from NewMR on all things market research, insight, and AI.
ResearchWiseAI - an artificial intelligence driven research data analysis toolRay Poynter
This presentation was delivered as part of the NewMR 'State of AI and Insights 2024' webinar event, April 2024.
This presentation highlights the expanded range of tools available from ResearchWiseAI – an AI tool that summarises research findings from surveys.
Questions for the team? Email us at support@researchwiseai.com or visit our website: https://researchwiseai.com/
Visit NewMR.org/Play-Again to listen to this presentation recording , and access the other presentation in this webinar event.
AI-powered interviewing: Best practices from YasnaRay Poynter
This presentation is Part 2 of 2.
Join us as we explore how AI can be used to supercharge your qualitative research.
Enjoy two presentations, the first presentation is shared by Ray Poynter from NewMR, who is looking at AI and Qual: The Story So Far.
The second presentation, this presentation, is Part 2 of 2 from Fastuna and Yasna, and shows how Yasna can be used to create AI-powered interviewing. Their presentation is called 'AI-powered interviewing: Best practices from Yasna'.
To listen to the recordings for both presentations in this webinar, visit NewMR.org/Play-Again.
Artificial Intelligence and Qual: The Story So FarRay Poynter
This presentation is Part 1 of 2.
Join us as we explore how Artificial Intelligence can be used to supercharge your qualitative research.
Enjoy two presentations, the first (this presentation) is shared by Ray Poynter from NewMR, who is looking at AI and Qual: The Story So Far.
The second presentation, Part 2 of 2 is from Fastuna and Yasna, and shows how Yasna can be used to create AI-powered interviewing. Their presentation is called 'AI-powered interviewing: Best practices from Yasna'.
To listen to the recordings for both presentations in this webinar, visit NewMR.org/Play-Again.
State of Research Insights in Q1, 2024 from NewMRRay Poynter
Join us as Ray Poynter of NewMR presents the latest updates from NewMR’s study into the state of insights. This is the third wave in an ongoing series, where NewMR checks on topics such as:
- How optimistic are insight professionals?
- What are they most positive about?
- What are their main worries?
Ray will present the latest findings in the context of the two waves from 2023.
Ray will also present information about the skills people are seeking to learn and their preferences for face-to-face events.
We will also share a link for you to download the NewMR report into Optimism in the insights and research ecosystem.
In the final section of the webinar, Ray will illustrate how he used the AI-powered ResearchWiseAI tool to kick start his analysis.
Access the event recording via NewMR.org/Play-Again
Presented by Daniel Fazekas, Bakomo Social.
Social intelligence research possesses the capability to capture, analyze, and interpret the myriad factors influencing how consumers align themselves with product categories and brands, with special focus on their underlying dynamics.
By capturing unfiltered opinions across social media, this type of research unveils the process with which consumers can shift their perspectives, influenced by the opinions of others, influencers, news, and even misinformation. The talk by Daniel Fazekas shares examples of the volatile nature of consumer mindset across consumer categories and geographies.
This presentation is part of the Story Time: Narrative Research forum event, hosted and produced by the Irrational Agency and NewMR, bringing together leading proponents of commercial narrative research across disciplines, to share how organisations can use story to generate unique and impactful insights.
To listen to the presentation, and access the recording, visit NewMR.org/Play-Again
While nearly every participant is willing to answer our questions in market research, very few actually share what’s really happening inside their minds. By leveraging insights from the field of narrative psychology, Kristian A. Alomá, PhD, an academic and practitioner in the field, will demonstrate how consumers really think about brands and the role narratives play in that thought process. He’ll break down what that means for businesses and market researchers and how we can move past surface-level answers and get to the rich stories driving consumer behavior.
This presentation is part of the Story Time: Narrative Research forum event, hosted and produced by the Irrational Agency and NewMR, bringing together leading proponents of commercial narrative research across disciplines, to share how organisations can use story to generate unique and impactful insights.
To listen to the presentation and access the recording, visit NewMR.org/Play-Again.
Narrative Exploration of New Categories at MondelēzRay Poynter
As part of the Story Time: The Narrative Research Forum event, Steph Shaarwi (Irrational Agency) and Maura Collins-Titone (Mondelēz) discuss and share how Mondelēz used narrative research to identify emerging category trends and leverage that information to shape new propositions.
This presention is part of the Story Time: Narrative Research forum event, hosted and produced by the Irrational Agency and NewMR, bringing together leading proponents of commercial narrative research across disciplines, to share how organisations can use story to generate unique and impactful insights.
To listen to the presentation and access the recording, visit NewMR.org/Play-Again
Join Ray Poynter, Alexandra Kuzmina, and Lisa Wilding-Brown as we investigate key topics for insights and research, including:
- Blending Conversation AI and Behavioural Science; Experiments in future oriented concept testing
- Quality & Fraud Trends; What is happening and what are the implications
- Automating Research; What can we automate and what are the implications
The recordings from this presentation can be found via NewMR.org/Play-Again
Join our panel of experts on NewMR as we explore:
- Synthetic Data, what is it, and what are the issues and opportunities, what should we do next?
- How should client insight teams be more efficient, more effective, and impactful in the rooms where the decisions are made?
- What do experiments with avatars tell us about data collection, how should we conduct and interpret experiments, and what are the next steps?
Access the recording to this webinar via NewMR.org/Play-Again
Presented by Ray Poynter
In this webinar, Ray Poynter provides a summary of the key trends that are shaping the world of insights. Addressing questions such as:
- What is really happening in insights with AI?
- What is happening in the field of Synthetic Data?
- What is happening with data quality?
- What forces outside market research are shaping insights?
- What are the key skills that people should be developing?
- What plans should you be making for 2024?
To access the presentation recording, visit NewMR.org/Play-Again
Learn how we can embrace Research Thinking to build skills, develop research capabilities and capacity, and demonstrate the power and value of human research professionals.
Research Thinking can serve as a unifying concept that describes the strengths and capabilities that researchers have and how researchers add value, or what we can think of as a researcher’s superpowers.
The recording of this presentation can be access via NewMR.org/Play-Again.
How might AI impact Research and Insights over the next two years?Ray Poynter
In this presentation, Ray focuses on the short-term picture for research and insights;
what will change, what will stay the same, and what are the big issues when it comes to the impact of Artificial Intelligence.
The recording of this presentation can be access via NewMR.org/Play-Again.
From Words to Wisdom: Unleashing the Potential of Language Models for Human-C...Ray Poynter
Presenter: Paul Watts, Director, Product Management at Forsta
With the rapid adoption of AI technologies like ChatGPT into insight platforms, companies face the challenge of finding the right balance between harnessing the power of generative AI and navigating the well-documented pitfalls associated with a technology that is still in its infancy.
In this session, Paul provides valuable insights on the potential benefits and downsides of this technology, and he will explore how a hybrid model can effectively leverage the strengths of both humans and technology.
By embracing a human-centered approach, we showcase a compelling use case from the Forsta labs, demonstrating how insight professionals can effortlessly explore their datasets using natural-language questioning.
Furthermore, we discuss the future implications of this technology and the exciting possibilities it holds for data exploration.
To access the recording of this presentation, visit NewMR.org/Play-Again
ChatGPT for Social Media Listening: practical application with YouScan’s Insi...Ray Poynter
A few months ago, YouScan released Insights Copilot (https://youscan.io/insights-copilot/), the first on the market ChatGPT-powered tool for social media listening that allows you to ask any questions about the data and get answers supported by relevant examples.
Alex Orap, YouScan’s Founder & Chief Growth Officer, shares practical examples of how Insights Copilot can be used for quick qualitative insights; what are some of the best practices, as well as current limitations, of using this new generative AI tool for the market and consumer research.
The recording of this presentation can be access via NewMR.org/Play-Again.
Using Generative AI to Assess the Quality of Open-Ended Responses in SurveysRay Poynter
Presented by Karine Pepin.
An enormous amount of time and resources are devoted to improving data quality in survey research.
The quality of open-ended responses has become a critical factor for researchers in evaluating the validity of each participant. Reading through open-ended responses is a time-consuming task that has been difficult to automate.
While most tools are capable of identifying obviously inappropriate responses such as gibberish and profanity, they generally lack the ability to effectively assess the quality of the content.
With its ability to understand context and user-friendliness, Generative AI opens up opportunities for researchers to automate this laborious cleaning process.
During this session, you will be presented with a practical use case demonstrating how GPT was utilized to efficiently clean open-ended responses on a large scale.
Access the presentation recording via NewMR.org/Play-Again
Exploring the future of verbatim coding with ChatGPTRay Poynter
Presented by Tim Brandwood and Damien Gouriet.
Codeit have been involved in Verbatim Coding and Machine Learning for the last 7 years.
In this presentation, they share their research on the use of Generative AI for coding market research verbatim responses, and their experiments using Generative AI to automate the coding process.
They also discuss the strengths and limitations of this as a coding tool, the role of human oversight in the process, and the potential for customized machine learning models working alongside it.
The highlights the importance of human expertise and the use of GPT as a labour-saving tool rather than a complete replacement for humans in the market research process.
Access the presentation recording via NewMR.org/Play-Again.
Using Generative AI to bring Qualitative Capabilities to Quantitative SurveysRay Poynter
Presented by Phil Sutcliffe from Next Intelligence.
Open-ended answers in surveys can be disappointing, failing to deliver the insight that researchers hope for.
Often the answers given are descriptive at best and uninformative or complete gibberish at worst.
The advent of large language models (LLM's) and generative AI has brought great opportunity to change this.
We now have the capability to use AI to probe within quantitative surveys.
With the correct training of the generative AI models, probes can be returned that are relevant to what the participant has just said and the context of the original open-ended question.
Further enhancements allow the researcher to probe on specific aspects of the participant’s response, in a similar way to how a moderator would in a depth discussion.
No longer do researchers need to be frustrated that quant surveys only provide the ‘what’, with AI probing, you can now understand the ‘why’ as well and do this at scale and speed.
Access the presentation recording via NewMR.org/Play-Again
How AI / ChatGPT Drives Business GrowthRay Poynter
Hao, the Founder of HaoLifeLab, is an entrepreneur with over 10 years of experience specializing in integrating Digital, AI & Insight.
In this presentation, he discusses how to embrace the AI/ChatGPT revolution. This session will cover the following topics, which have been presented to international companies such as L’Oreal, Alibaba, Bytedance, and Mars:
– Hindsight: Learn to use established AI tools effectively
– Insight: Understand AI’s impact on the insight industry
– Foresight: Learn how to transform yourself and your company with AI
Listen to the full presentation at NewMR.org/Play-Again
Tech for tech’s sake? Learnings from experiments with AI in consumer researchRay Poynter
MMR’s in-house tech innovation team NOVA, has been exploring, interpreting, and experimenting with emerging technology with a sole focus to uncover the kind of tech that will make a tangible difference to the quality and depth of insight.
The presentation outlines the latest experimentations with practical application of AI and LLM’s: conversing with consumers at scale with chatbots, in-the-moment data capture with voice technology, unstructured data analysis, increasing survey engagement and improving data quality with AI avatars.
Insights from case studies conducted alongside leading FMCG brands will highlight the advantages and limitations of these technologies, with a particular focus on product and packaging development and testing.
Listen to the full presentation at NewMR.org/Play-Again.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
3. Agenda
• What is ChatGPT?
• The ChatGPT survey
• Ethical Issues
• An example of ChatGPT
• Prompt
• Q & A
4. What is ChatGPT?
“I am ChatGPT, a large language model created by
OpenAI. I use artificial intelligence and natural language
processing to understand and generate human-like
responses to questions and conversations. Essentially, I
am a computer program designed to simulate
conversation with humans. You can ask me almost
anything, and I'll do my best to provide you with a helpful
and informative response!”
ChatGPT, 13 March
5. What is ChatGPT?
• Launched to the public, 30 November 2022
– About 100 days ago
• One million users in five days
– About 100 million users per month
• Currently free to use, but with limited bandwidth
– The pro version is $20 a month, and includes ChatGPT 4
• Generative AI or Conversational AI – simulate human
conversation
6. The Stochastic Parrot
• Language Models (like ChatGPT) do not
‘understand’ what they say
• They code the question you ask and devise the
most probable answer, one word at a time
7. The Stochastic Parrot
“Describe market research in 12 words”
– Collecting
– and
– analyzing
– data
“Collecting and analyzing data to understand a market
and its opportunities.”
10. Have you used or experimented with ChatGPT?
Participant Type Region
Have you
used or
experi-
mented
with
ChatGPT?
Total Research
Buyer /
User
Research
or
Consult-
ancy
Supplier
Supplier
to the
Research
Industry
Other
type
Europe USA &
Canada
Other
Region
Yes 76% 70% 73% 97% 82% 75% 73% 81%
No 24% 30% 27% 3% 18% 25% 27% 19%
Total 268 40 182 35 11 105 93 70
11. Have you used or experimented with ChatGPT?
Participant Type Region
Have you
used or
experi-
mented
with
ChatGPT?
Total Research
Buyer /
User
Research
or
Consult-
ancy
Supplier
Supplier
to the
Research
Industry
Other
type
Europe USA &
Canada
Other
Region
Yes 76% 70% 73% 97% 82% 75% 73% 81%
No 24% 30% 27% 3% 18% 25% 27% 19%
Total 268 40 182 35 11 105 93 70
13. What have people done with ChatGPT?
1. Just exploring and playing with it.
2. To help design research projects, for example, create
questionnaires, screeners, discussion guides, personas etc.
3. Conducting desk research into a topic.
4. Summarizing text, including articles and interviews.
5. To aid brainstorming, for example coming up with concepts to
test, new methods of working, or ideas for strategies.
6. To generate code for analysing data.
7. To generate copy, for example, blogs, articles, and proposals.
8. To translate text from one language to another.
14. And how well did it work for you?
Good
Other
Bad
“Very impressed with how
it has helped to write
options / statements for
questions”
“Okay. About 80% accurate. Generally
very bland and lacking personality.
Requires heavy rewriting”
“It’s rubbish. I think the industry is all
over it because it’s a new thing”
15. The Main Experiences
• It saves time and effort
– It does not produce a finished product, but
accelerates starting
• It makes mistakes, or it fibs, or ‘hallucinations’
• Limited to pre-September 2021 information
• Bandwidth is limited, size of uploads limited
17. What are people going to do next?
Don’t Know is the most frequent response
– None is also a popular response
Main plans
– Writing questionnaires
– Writing proposals
– Using it for content marketing and blogs
– Data analysis
– Summarizing text
– Desk research
18. Various Views
• Views range from it is all hype to the world has
already changed
• Concerns about inaccuracies and biases
• ChatGPT could aid fraudulent responses
• The key attribute of ChatGPT is to provide a
starting point, rather than a finished product
19. Ethical Issues
• What happens to material that we upload, who
owns it, and who will see it
• If we generate content using ChatGPT, who owns it,
do we have to say ChatGPT wrote it
• Can we be sure that the information from ChatGPT
is accurate
• What biases are in the data
20. What happens when you upload
content to ChatGPT?
Question
If I upload some text to ChatGPT, who can access the text and who owns the
intellectual property?
Answer
When you upload text to ChatGPT, it becomes part of the training data used to improve
the language model. The text is processed anonymously, meaning that the identity of
the user who uploaded the text is not stored or accessible. As for ownership of the
intellectual property, any text you upload to ChatGPT is subject to OpenAI's terms and
conditions, which state that OpenAI retains ownership of all intellectual property rights
associated with the language model and its training data. However, OpenAI does not
claim ownership of the content you upload, and any personal information is deleted
from the uploaded data.
22. Question:
I need to conduct market research into the UK's public transport sector. What are the main forms of public transport in the UK?
Answer:
1. Buses: Buses are the most commonly used form of public transport in the UK, and they are widely available throughout the
country.
2. Trains: The UK has a well-developed railway network that connects cities and towns across the country. This includes
regional trains, intercity trains, and high-speed trains such as the Eurostar.
3. Underground or metro systems: The London Underground is the oldest and most extensive metro system in the UK, with 11
lines serving the Greater London area. Other cities such as Glasgow, Newcastle, and Liverpool also have underground or
metro systems.
4. Trams: Trams are a form of light rail system that operates in a number of UK cities, including Manchester, Nottingham, and
Edinburgh.
5. Taxis: Taxis are widely available in urban areas and can be hailed on the street or booked in advance.
6. Ferries: Ferries operate in many coastal areas of the UK, and they are an important form of public transport in some areas,
such as the Scottish islands.
7. Cycling: Cycling is becoming increasingly popular in the UK, and many cities have introduced cycle hire schemes and
dedicated cycle lanes to encourage more people to cycle.
8. Walking: Walking is also an important form of public transport, particularly for short journeys in urban areas.
23. Question:
Please describe 10 personas that describe different sorts of users of public transport in the UK
Answer:
1. Commuter Chris: Chris is a busy professional who relies on public transport to get to work. He uses the train or bus to commute to the city
every day and values punctuality and reliability above all else.
2. Student Sarah: Sarah is a university student who uses public transport to get around her college town. She's always looking for ways to
save money, so she appreciates discounts and student fares.
3. Family Fiona: Fiona is a mother of two who uses public transport to take her children to school and run errands. She needs a reliable and
safe service that accommodates strollers and children.
4. Senior Sam: Sam is a retired person who uses public transport to visit friends and family, go shopping, and attend appointments. He values
a comfortable and affordable service that's easy to use.
5. Tourist Tom: Tom is a tourist visiting London for the first time. He relies on the Underground, buses, and taxis to get around the city and
explore its attractions.
6. Business Traveler Beth: Beth is a business traveler who uses public transport to get from the airport to her hotel and attend meetings. She
values a fast and efficient service that gets her where she needs to be on time.
7. Eco-friendly Emma: Emma is an environmentalist who chooses to use public transport over driving a car. She appreciates services that are
eco-friendly and sustainable.
8. Disability Dave: Dave is a person with a disability who relies on public transport to get around. He needs a service that's accessible,
reliable, and accommodating to his needs.
9. Leisurely Lucy: Lucy is a person who uses public transport to explore new places and enjoy leisure activities. She values services that are
easy to use and offer scenic routes.
10. Nightlife Nathan: Nathan is a person who uses public transport to enjoy the nightlife in urban areas. He values services that operate late at
night and are safe and reliable.
24. Question
Please write a short questionnaire using closed questions to help allocate people to these personas.
Answer:
Here is a short questionnaire using closed questions that could help allocate people to these personas:
1. What is your main reason for using public transport?
a. Commuting to work
b. Running errands or doing chores
c. Attending appointments or meetings
d. Exploring new places and leisure activities
e. Other (please specify)
2. How often do you use public transport?
a. Daily
b. Weekly
c. Monthly
d. Rarely
e. Never
25. 3. Which type of public transport do you use most often?
a. Bus
b. Train
c. Underground or metro
d. Tram
e. Taxi
f. Other (please specify)
4. How important is punctuality and reliability to you when using public transport?
a. Very important
b. Somewhat important
c. Not important
5. Are you currently a student?
a. Yes
b. No
6. Do you have children under the age of 18?
a. Yes
b. No
26. 7. Are you retired?
a. Yes
b. No
8. Do you have a disability that affects your mobility?
a. Yes
b. No
9. Are you visiting the UK as a tourist?
a. Yes
b. No
10. Do you prefer eco-friendly modes of transport?
a. Yes
b. No
27. Question:
Please write a short summary of this article on HS2
https://www.bbc.co.uk/news/business-64901985
Answer:
The UK government has announced that the opening of the
HS2 high-speed rail line between Birmingham and Crewe will
be delayed by two years to reduce costs. The decision is part of
an effort to control inflation and reduce government debt, with
Transport Secretary Mark Harper blaming significant
inflationary pressure and increased project costs. The opening
of Euston station may also be delayed as an affordable design is
developed. The cost of HS2 has risen from £33bn in 2010 to
£71bn, and the delays have been criticised by business groups
and Labour.
28. Question:
Write a blog about why personas are a good tool for segmenting the users of public transport
Answer:
As public transportation systems become increasingly complex and diverse, it is essential for transport
planners and operators to understand their users better. Personas can be an effective tool for segmenting
users of public transport, helping to create more targeted and tailored services.
Personas are fictional characters that represent specific user groups, based on research and data. They help
transport planners to develop a deep understanding of their users' needs, behaviors, and preferences, and
to design services that cater to those needs.
One of the main advantages of using personas in public transport planning is that they can help to identify
and understand the different needs of different user groups. For example, older people may require more
comfortable seating, accessible boarding, and simplified fare structures. Commuters, on the other hand,
may need fast and reliable services, with plenty of space for luggage and electronic devices.
By developing personas for different user groups, transport planners can tailor services to meet their
specific needs, leading to higher levels of satisfaction and improved customer loyalty. This, in turn, can
result in increased ridership, as users become more likely to choose public transport over other modes of
transportation.
…
29. …
Another benefit of using personas is that they can help transport planners to identify gaps
in the existing service offering. For example, if a persona for young professionals identifies
a need for a fast and reliable service between the city center and a nearby business park,
transport planners can work to develop such a service, which would likely be popular with
this user group.
Finally, personas can help transport planners to identify opportunities for innovation and
improvement. By understanding the needs and preferences of different user groups,
transport planners can develop new and innovative services that cater to those needs. For
example, a persona for tourists might identify a need for guided tours of the city, which
could be delivered via a mobile app or an onboard audio guide.
In conclusion, personas are an excellent tool for segmenting the users of public transport.
They help to identify and understand the different needs and preferences of different
user groups, allowing for the development of more targeted and tailored services. By
using personas, transport planners can improve customer satisfaction and loyalty,
increase ridership, and identify opportunities for innovation and improvement.
30. Question:
Write a blog about why personas are a bad tool for segmenting the users of public transport
Answer:
While personas are often praised for their ability to segment users of public transport, they may
not be the best tool for this purpose. Here are a few reasons why personas may not be the best
approach to segmenting public transport users:
Lack of accuracy
Personas are fictional characters created based on research and data analysis. However, there is no
guarantee that these personas accurately represent the diverse range of people who use public
transport. Factors such as age, gender, and income may not be sufficient to capture the unique
experiences and needs of each user group.
Oversimplification of user behavior
Personas tend to oversimplify user behavior by creating generalized profiles based on certain
characteristics or preferences. This may result in a failure to capture the complex decision-making
processes and behaviors that users engage in when choosing to use public transport.
…
31. …
Difficulty in keeping up with changing trends
Public transport trends and user behavior are constantly evolving, making it difficult to
keep personas up to date. Transit agencies may need to continuously update personas to
ensure they remain relevant and representative of the users they serve.
Potential for stereotyping and bias
Personas run the risk of reinforcing stereotypes and biases. The creation of personas may
perpetuate assumptions about certain user groups based on preconceived notions or
limited data. This may result in a failure to understand the diverse needs and preferences
of different user groups.
In conclusion, while personas can be a useful tool for understanding the needs and
preferences of certain user groups, they are not without limitations. Transit agencies
should be cautious when using personas and recognize their potential for inaccuracy,
oversimplification, outdatedness, and bias. Ultimately, a more comprehensive and
nuanced approach may be needed to segment the diverse range of public transport users.
32. My Main Message
• ChatGPT is the biggest noise in years
• Its questionnaires, discussion guides, summaries etc
are not perfect – but they are better than perhaps 25%
of current outputs
• Be aware of the limitations
– Errors, biases and problems caused by asking poor prompts
• But embrace the change that is coming
– There are lots of other tools, some here, some coming
33.
34. ChatGPT 4
I’ve only been using it since Tuesday evening
So far, I’ve not noticed a difference
(Except I am paying $20 a month)