What data science can teach you about app performance & user experience.
Myth #1: Crash Data is All I Need
Myth #2: Release Planning Happens Once
Myth #3: User Behavior & Business Insights are separate from App Performance
Including the User: How insights drive business #pswud2017Jeremy Johnson
Design is inclusive by nature. The ability to understand people, their needs, and emotions throughout a journey is what User Experience Designers excel at! That said, many organizations still need that nudge to really get out build true empathy for the people they’re building tools, systems, and apps for. This talk will help you ramp up with modern best practices in insights gathering, while helping you build the case to invest in user understanding through showcasing the value to both your business and your brand.
How can you show your clients the ROI of UX design? If user centered design is brought to bear against what the organization is trying to achieve, the implications to the experience can include: higher conversion and lead generation; higher customer engagement; more awareness and traffic; and higher satisfaction and retention, through better adoption and utilization; etc. This talk focuses on common misunderstandings or objections that clients typically have and how to overcome them. Part of the MITX User Experience Series: How to Show ROI of User Experience.
Stop Wasting Your Analytics Budget - edUi 2016Mitch Daniels
When approached with clear intentions, web analytics can be a game-changing part of any online presence. It can inform massive redesigns, drive additional engagement, and spur continued site improvements.
Despite its potential, the full power of analytics is often neutered by a misappropriation of priorities and resources, leading to a stream of sterile, uninspiring reports and dashboards. Learn to recognize these challenges, identify them within your own organization, and confront them head on.
We’ll explore the distinction between ‘interesting’ and ‘actionable’ data, the downsides of monthly reports, and the importance of the 10/90 rule. Finally, we’ll identify a single word that will immediately push your analytics strategy in the right direction: “Why?”.
Product + UX: How to combine strengths to make something truly great!Jeremy Johnson
With modern organizations finally starting to embrace User Experience as part of their product teams, and product leaders moving to more strategic roles within these teams, how can we combine the strengths of both roles to make something truly great?
Including the User: How insights drive business #pswud2017Jeremy Johnson
Design is inclusive by nature. The ability to understand people, their needs, and emotions throughout a journey is what User Experience Designers excel at! That said, many organizations still need that nudge to really get out build true empathy for the people they’re building tools, systems, and apps for. This talk will help you ramp up with modern best practices in insights gathering, while helping you build the case to invest in user understanding through showcasing the value to both your business and your brand.
How can you show your clients the ROI of UX design? If user centered design is brought to bear against what the organization is trying to achieve, the implications to the experience can include: higher conversion and lead generation; higher customer engagement; more awareness and traffic; and higher satisfaction and retention, through better adoption and utilization; etc. This talk focuses on common misunderstandings or objections that clients typically have and how to overcome them. Part of the MITX User Experience Series: How to Show ROI of User Experience.
Stop Wasting Your Analytics Budget - edUi 2016Mitch Daniels
When approached with clear intentions, web analytics can be a game-changing part of any online presence. It can inform massive redesigns, drive additional engagement, and spur continued site improvements.
Despite its potential, the full power of analytics is often neutered by a misappropriation of priorities and resources, leading to a stream of sterile, uninspiring reports and dashboards. Learn to recognize these challenges, identify them within your own organization, and confront them head on.
We’ll explore the distinction between ‘interesting’ and ‘actionable’ data, the downsides of monthly reports, and the importance of the 10/90 rule. Finally, we’ll identify a single word that will immediately push your analytics strategy in the right direction: “Why?”.
Product + UX: How to combine strengths to make something truly great!Jeremy Johnson
With modern organizations finally starting to embrace User Experience as part of their product teams, and product leaders moving to more strategic roles within these teams, how can we combine the strengths of both roles to make something truly great?
Updated for the Vista UX/UI Summit in Dallas, TX
You can view a video of this presentation here: https://www.youtube.com/watch?v=NfASJamxjy4
User Experience has a direct impact on your bottom line, and it’s about time we start telling execs in their own language. I’m sure many of you spend a good amount of time evangelizing what it is that you do, and the value it adds. Over the past 15 years I’ve introduced User Experience to everyone from CEOs to developers — using storytelling, metrics, and case studies you can prove without a doubt the value that you bring.
In this talk I’ll explain what metrics to track, how to position your work, and stories where User Experience directly effected the bottom line.
Businesses Want Results, Not Empathy Maps — #cxtalks Dallas 10 minute talkJeremy Johnson
While design is becoming ever more important in the business world, we’re at a crossroads where if we can't connect customer understanding to actionable themes or business results we’re going to lose our seat at the table. Customer Experience professionals need to become masters at blending customer, business, and technology to give teams a clear path ahead.
Key Takeaways
1. CX Pros need to get really good at understanding design, business AND technology
2. CX Pros need to get good at connecting customer insights to tangible features and products
3. CX Pros need to help design teams connect to business teams in an effective way
Working with frog's UX experts, Melinda curated, collated and edited the GE User Experience Playbook for all those charged with designing GE products and services.
UX STRAT Europe 2017: David Ruiz, "Developing a Multi-Channel Banking Experie...UX STRAT
UX STRAT Europe 2017 presentation by David Ruiz, Head of Design and CX, Orange Bank: "Developing a Multi-Channel Banking Experience for a Telecom Giant"
Top 3 ways to use your UX team - producttank DFW MeetupJeremy Johnson
As a product owner or manager how should you be using your User Experience team? In this quick talk I go over the top three ways to use your UX team to support you in building better products.
Hiten Shah & Patrick Campbell - Tradeoffs live! SaaSstock editionSaaStock
Patrick Campbell (ProfitWell) and Hiten Shah (FYI and Product Habits) break down the product decisions of popular companies and the potential tradeoffs they've made as a result. They'll unpack data from thousands of survey responses to understand how people really feel about some of the biggest products on the market, how the company's choices shaped their growth, and what it means for their future.
Embedding Design Thinking at Sony to accomplish Business StrategyAndrea Picchi
The adoption of design thinking has been widely debated inside the design and business community, but very few groups had approached the process with a human-centric approach that is able to consider both cognitive and social psychological requirements.
This session addresses the issue of defining an empirical framework and a strategy, supported by psychology findings and corroborated by direct experiences, that is able to catalyze and measure the adoption of design thinking emphasizing the human and organizational implications that a change of this magnitude implies.
We will also argue that promoting and supporting organizational change is an adaptive challenge that requires counter-intuitive timings in order to support both designers, and non-designers' minds through an inevitable state of disequilibrium.
Organizational Challenges CIOs Face as Companies Change Rapidly—And What to D...Dialexa
Building innovative new products and services are a necessity, but CIOs have more to worry about than product development as their companies change rapidly. Whether your company is entrepreneurial at heart or an incumbent enterprise adapting to external forces, one thing is universal—digital transformation and faster tech innovation cycles are pushing companies to change faster than ever before.
Get the full write up here: https://by.dialexa.com/challenges-cios-face-as-companies-change-rapidly-and-what-to-do-about-them
Feature Prioritization Techniques for an Agile PMs by Microsoft PMProduct School
Main takeaways:
-PMs don't need a lot of data points to prioritize the features for the upcoming sprint. They just need to identify the relevant one's.
-PMs should be skilled to strike the balance between agility in making decisions and accuracy of perceived outcomes
-PMs should be able to prioritize the feature requests with minimum data points available and optimum techniques
Tactics to Infuse Business Relevance in IT Delivery TeamsCharan Puneet Singh
This talk was presented during ThoughtWorks Converge - a platform for BAs, PMs and product management community to come together. The theme was Business Relevance, or how to make IT teams more closely aligned with business.
This slideshow features a breakdown of Apteligent’s Crash & Churn data report: our data, research methods, and results.
It includes information on:
- Where is this data coming from?
- How app crashes impact user churn
- Whether an app falls into an App Store category that is sensitive to crashes
- mCommerce example
was used in Apteligent
7 Tips for Optimizing Mobile App MetricsApteligent
Learn best practices from Fortune 500 companies on how to optimize the app metrics that deliver a 5-star mobile experience such as app load time, crash rate, and battery drain.
Updated for the Vista UX/UI Summit in Dallas, TX
You can view a video of this presentation here: https://www.youtube.com/watch?v=NfASJamxjy4
User Experience has a direct impact on your bottom line, and it’s about time we start telling execs in their own language. I’m sure many of you spend a good amount of time evangelizing what it is that you do, and the value it adds. Over the past 15 years I’ve introduced User Experience to everyone from CEOs to developers — using storytelling, metrics, and case studies you can prove without a doubt the value that you bring.
In this talk I’ll explain what metrics to track, how to position your work, and stories where User Experience directly effected the bottom line.
Businesses Want Results, Not Empathy Maps — #cxtalks Dallas 10 minute talkJeremy Johnson
While design is becoming ever more important in the business world, we’re at a crossroads where if we can't connect customer understanding to actionable themes or business results we’re going to lose our seat at the table. Customer Experience professionals need to become masters at blending customer, business, and technology to give teams a clear path ahead.
Key Takeaways
1. CX Pros need to get really good at understanding design, business AND technology
2. CX Pros need to get good at connecting customer insights to tangible features and products
3. CX Pros need to help design teams connect to business teams in an effective way
Working with frog's UX experts, Melinda curated, collated and edited the GE User Experience Playbook for all those charged with designing GE products and services.
UX STRAT Europe 2017: David Ruiz, "Developing a Multi-Channel Banking Experie...UX STRAT
UX STRAT Europe 2017 presentation by David Ruiz, Head of Design and CX, Orange Bank: "Developing a Multi-Channel Banking Experience for a Telecom Giant"
Top 3 ways to use your UX team - producttank DFW MeetupJeremy Johnson
As a product owner or manager how should you be using your User Experience team? In this quick talk I go over the top three ways to use your UX team to support you in building better products.
Hiten Shah & Patrick Campbell - Tradeoffs live! SaaSstock editionSaaStock
Patrick Campbell (ProfitWell) and Hiten Shah (FYI and Product Habits) break down the product decisions of popular companies and the potential tradeoffs they've made as a result. They'll unpack data from thousands of survey responses to understand how people really feel about some of the biggest products on the market, how the company's choices shaped their growth, and what it means for their future.
Embedding Design Thinking at Sony to accomplish Business StrategyAndrea Picchi
The adoption of design thinking has been widely debated inside the design and business community, but very few groups had approached the process with a human-centric approach that is able to consider both cognitive and social psychological requirements.
This session addresses the issue of defining an empirical framework and a strategy, supported by psychology findings and corroborated by direct experiences, that is able to catalyze and measure the adoption of design thinking emphasizing the human and organizational implications that a change of this magnitude implies.
We will also argue that promoting and supporting organizational change is an adaptive challenge that requires counter-intuitive timings in order to support both designers, and non-designers' minds through an inevitable state of disequilibrium.
Organizational Challenges CIOs Face as Companies Change Rapidly—And What to D...Dialexa
Building innovative new products and services are a necessity, but CIOs have more to worry about than product development as their companies change rapidly. Whether your company is entrepreneurial at heart or an incumbent enterprise adapting to external forces, one thing is universal—digital transformation and faster tech innovation cycles are pushing companies to change faster than ever before.
Get the full write up here: https://by.dialexa.com/challenges-cios-face-as-companies-change-rapidly-and-what-to-do-about-them
Feature Prioritization Techniques for an Agile PMs by Microsoft PMProduct School
Main takeaways:
-PMs don't need a lot of data points to prioritize the features for the upcoming sprint. They just need to identify the relevant one's.
-PMs should be skilled to strike the balance between agility in making decisions and accuracy of perceived outcomes
-PMs should be able to prioritize the feature requests with minimum data points available and optimum techniques
Tactics to Infuse Business Relevance in IT Delivery TeamsCharan Puneet Singh
This talk was presented during ThoughtWorks Converge - a platform for BAs, PMs and product management community to come together. The theme was Business Relevance, or how to make IT teams more closely aligned with business.
This slideshow features a breakdown of Apteligent’s Crash & Churn data report: our data, research methods, and results.
It includes information on:
- Where is this data coming from?
- How app crashes impact user churn
- Whether an app falls into an App Store category that is sensitive to crashes
- mCommerce example
was used in Apteligent
7 Tips for Optimizing Mobile App MetricsApteligent
Learn best practices from Fortune 500 companies on how to optimize the app metrics that deliver a 5-star mobile experience such as app load time, crash rate, and battery drain.
How Urban Outfitters Supercharged Their Sales and Mobile Initiatives with Cri...CrittercismAPM
With brick and mortar stores struggling to stay afloat because of the rise of ecommerce, Urban Outfitters has not only been able to exceed customer expectations from a technological capabilities perspective, but also increase sales through the mobile channel. Read more to learn how Crittercism Mobile Application Performance Management (mAPM) played a pivotal role in improving Urban Outfitter's mobile performance by 7x.
Digital Perspectives from the Creative Agency Front LinesProscape
This presentation shares survey results from 300 creative agency professionals about how they view trends in mobile, digital, and interactive marketing. The findings are very informative for any mobile app development agency or any mobile marketing professional who is considering making effective content marketing tools.
Beyond Installs - Key Insights on Mobile Apps in IndiaJames Nichols
Identifies many of the key market trends in the Indian app business, and what leaders in the market can do to capitalize on these shifts and openings in the market.
Focused on India, this presentation provides an examination of key market trends in the app industry in this dynamic and fast-growing market. Apsalar has leveraged its unique quantitative perspective to identify some of the most salient trends and opportunities in the market, and provided them here in this easy to read presentation.
[TTT Meetup] Enhance mobile app testing with performance-centric strategies (...NITHIN S.S
In mobile app spaces, with all these evolving technologies and competitors, 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 plays an important role in terms of delivering a seamless end-user experience. Improving performance has become the top priority for all global mobile app companies as it directly impacts user experience, retention rates, conversions, and ultimately revenue. Even if we deliver a brilliant feature with performance issues, people will eventually stop using those apps. As high-performing apps are user favourites, we testers should also adopt performance-centric strategies while testing mobile apps.
In this talk, you will learn about:
Basic types of mobile apps.
An overview of important performance metrics to consider.
Basics and importance of mobile app performance testing with trends and parameters.
Factors to consider while evaluating an app’s performance & ideas to prepare a performance-oriented testing strategy.
Best practices and tools to consider for providing valuable insights to stakeholders.
Quick glance at the rise of 5G and its impact in the mobile app space.
Insights on Android App Development, Marketing and MonetizationJayneel Patel
The presentation includes current market trends for android apps and elaborate the basic business model. It is focused in terms of insights on android app development, marketing and monetization for android apps. The presentation is also supported with significant data and case studies.
Related questions:
- How to mobile app marketing
- Tips about app marketing
- How to monetize mobile app
- How to start mobile app marketing
- Tips about mobile app marketing
- Tips about app moneization
- How to android app marketing
- How to android app monetization.
This presentation will help you understand the entire cost estimation process and discuss the best ways to hire a professional web app development business based on your needs without spending a fortune.
Several crucial tactics should be used to improve the speed and performance of mobile apps. Prioritize effective coding techniques by cutting down on pointless functions and utilizing lightweight libraries. Media assets should be compressed and optimized to speed up loading. Utilize caching techniques to locally store regularly retrieved data to cut down on server requests. Use asynchronous programming to avoid UI blocking while retrieving data. Update the app frequently to resolve bugs and enhance functionality. Finally, thoroughly test multiple devices and network configurations to locate and eliminate bottlenecks. Contact any Best Android App Development Company like Vxplore Technologies for the best assistance and service.
Connecting Applications from Mobile to Mainframe in the Application EconomyCA Technologies
The Application Economy continues to mount increasing customer demands on businesses worldwide, and for many in Mainframe organizations, success requires adopting a DevOps environment that allow development and operation teams to remain coordinated in designing and deploying software applications. Application Development solutions from CA Technologies provide a common set of tools that promote DevOps and allow customers to rapidly innovate and iterate critical applications and services.
Lear more: http://cainc.to/RgSy8t
Several crucial tactics should be used to improve the speed and performance of mobile apps. Prioritize effective coding techniques by cutting down on pointless functions and utilizing lightweight libraries. Media assets should be compressed and optimized to speed up loading. Utilize caching techniques to locally store regularly retrieved data to cut down on server requests. Use asynchronous programming to avoid UI blocking while retrieving data. Update the app frequently to resolve bugs and enhance functionality. Finally, thoroughly test multiple devices and network configurations to locate and eliminate bottlenecks. Contact any Best Android App Development Company like Vxplore Technologies for the best assistance and service.
Similar to Mobile App User Experience Myths, Debunked (20)
Apteligent - Choosing the Right SDKs to Optimize App PerformanceApteligent
A typical app has 15 different SDKs. Our Apteligent expert gives you a guide on how to choose the right SDK that doesn't cause the app to crash, slow down, or drain the battery.
Apteligent Data Report Google IO EditionApteligent
This Apteligent data report celebrates Google IO and focuses on the Android ecosystem. We’ve analyzed Android fragmentation (or lackthereof!), Google Fi device usage, crashes that are isolated to specific devices and operating systems, and Android TV vs Apple TV usage. We finish by telling you which device manufacturers are the quickest to push out Android updates to their users. We’ve analyzed tens of thousands of apps and hundreds of billions of data points.
This Apteligent data report dives into Apple and analyzes iOS 9.3. The report details how issues with iOS 9.3 have been greatly exaggerated. We also look at adoption rates, data by app store category, and overall device popularity. We’ve analyzed tens of thousands of apps and hundreds of billions of data points.
50 Beautifully Designed Apple Watch AppsApteligent
See how companies are building great customer experiences using Apple’s latest technology, and prepare to be inspired. Get it here -> http://bit.ly/1CbcJAk
State of Mobile Benchmark Report - MWC 2015 EditionApteligent
With access to global mobile metrics across all platforms, devices, and verticals, we've compiled the most insightful trends in our annual State of Mobile Report. Data is more than numbers; it tells the story of how you'll build a better mobile app.
Accenture Digital: iOS 8 What You Need to KnowApteligent
Only months after its last update, Apple’s iOS 8 presents a host
of new features that will once again redefine how consumers and enterprises use iOS devices. Based on our initial hands-on experience, we believe this is the most fundamental update to iOS for enterprises and developers to date. Organisations will need a clear strategy to get the most out of the changes.
Apple Edition: iOS Mobile Experience ReportApteligent
Download this extensive 25-page industry-first iOS Mobile App Performance report to see how your mobile apps are impacted by various factors.
Key takeaways from this report include:
- If I enter a new geographic market, what impact will it have on my iOS app’s responsiveness?
- How does performance vary for iOS users on WiFi or carrier networks?
50 Connected Devices - How Mobile and the Internet of Things Will Affect YouApteligent
What happens when everything we touch is connected to the Internet? Welcome to the Internet of Things (IoT). At Crittercism, we live and breathe mobile. Browse this presentation to learn about the connected devices all around you – in your pocket, on your kitchen counter, in your backyard.
Want to learn more about how Crittercism can help your connected devices and IoT strategy? Visit http://bit.ly/OptimizeIoT today
This document provides a high level analysis of device performance metrics pulled from the Crittercism big data platform for August 2013:
- Top 100 Samsung Android devices (based on app loads)
- Installed base of ~250M (Android) devices
- Total of 10B+ app loads
testCloud & Crittercism: How to Continuously Ensure Mobile App QualityApteligent
JOIN OUR NEXT JOINT WEBINAR: Tuesday, February 18, 2014 at 11am.
http://bit.ly/1eSGhfp
Build better, faster mobile apps.
The joint testCloud and Crittercism solution enables enterprises to seamlessly integrate quality assurance services with mobile application performance management.
The focus of the joint webinar is the massive cost that are hidden within faulty applications, mostly stemming from inadequate quality assurance measures. We describe how a leading mobile app uses testCloud in conjunction with Crittercism, demonstrating how critical bugs can be found quickly in a cost-efficient way and how to systematically test apps on every available mobile platform.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Most people will just say “retention” and “churn” vs “rolling retention”
By the time you look at user behavior, it’s too late, it’s been changed because you’ve delivered a poor user experience
Mention Google/Fabric if not already
By the time you look at user behavior, it’s too late, it’s been changed because you’ve delivered a poor user experience
Mention Google/Fabric if not already
Most people will just say “retention” and “churn” vs “rolling retention”
Top 20 in US is about half
By the time you look at user behavior, it’s too late, it’s been changed because you’ve delivered a poor user experience
Mention Google/Fabric if not already
By the time you look at user behavior, it’s too late, it’s been changed because you’ve delivered a poor user experience
Mention Google/Fabric if not already
Most people will just say “retention” and “churn” vs “rolling retention”
The cluster towards the bottom of the graph is a strong indication of something you may know intuitively: it is harder to retain users with lower engagement, especially those who are experiencing crashes. The inverse result is also interesting — users with higher engagement are more resilient (less sensitive) to crashes.