The Rhythms of Life: unearthing the gems of social media data - Peter Kay

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World IA Day Bristol 2017 In health care, the need for accurate real time information is not just a nice-to-have, it is a matter of life and death. The diagnostic tools and techniques employed by the medical profession enable them to observe and understand the condition of their patients. As our heart beats, our bodies create rhythms that reveal a great deal to a trained medical professional. The simple act of taking our pulse supports the understanding of the complex interrelated biological systems, understanding that guide decision making - decision making with far reaching implications. But what has any of this got to do with World IA Day, and why is a Social Media Strategist interested in taking pulses? During this talk, I will explain by sharing with you my observations of the world around us and reveal to you all the information I see and the rhythms it creates as we all go about our lives. Information that reveals our relationship with the complex digital systems we all rely on...

Données & analyses

@NotFromBolton
Peter Kay
THE
RHYTHMS
OF LIFE

@NotFromBolton

Information architecture is about
helping people understand their
surroundings and find what they’re
looking for,in the real world as well
as online.
The IA Institute
“

In a standard
intensive care unit
nowadays,there exists
multiple devices and
sensitive connections
between the patient
and these devices…
This complexity has
silently engulfed the
operational space
around a patient.
Dr Balaji Bikshandi
Head of Intensive Care
Cavalry John James Hospital
“

02 / 02 / 2017

CHEWBACCA MOM
165M Views

Know your customers.
Predict their crisis
and help them through it.

$1 Billion
in 4.4 years

Information is everywhere

#Fail

@NotFromBolton

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"Dive into the dynamic landscapes of Southeast Asia's top economic powerhouses with this comprehensive market analysis. Through the lens of a fictitious company, explore the intricate nuances of consumer behavior, industry trends, and economic indicators in the region's key players: Indonesia, Thailand, Malaysia, Singapore, and Vietnam. From GDP growth projections to sector-specific insights, uncover actionable intelligence to drive strategic decisions and capitalize on emerging opportunities in this vibrant market."

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How fast can you modify your data collection to include a new field, make all the necessary changes in data processing and storage, and then use that field in analytics or product features? For many companies, the answer is a few quarters, whereas others do it in a day. This data agility latency has a direct impact on companies' ability to innovate with data. Schema-on-read has been a key strategy to lower that latency - as the community has shifted towards storing data outside relational databases, we no longer need to make series of schema changes through the whole data chain, coordinated between teams to minimise operational risk. Schema-on-read comes with a cost, however. Errors that we used to catch during testing or in early test deployments can now sneak into production undetected and surface as product errors or hard-to-debug data quality problems later than with schema-on-write solutions. In this presentation, we will show how we have rejected the tradeoff between slow schema change rate and quality to achieve the best of both worlds. By using metaprogramming and versioned pipelines that are tested end-to-end, we can achieve fast schema changes with schema-on-write and the protection of static typing. We will describe the tools in our toolbox - Scalameta, Chimney, Bazel, and custom tools. We will also show how we leverage them to take static typing one step further and differentiate between domain types that share representation, e.g. EmailAddress vs ValidatedEmailAddress or kW vs kWh, while maintaining harmony with data technology ecosystems.

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The Rhythms of Life: unearthing the gems of social media data - Peter Kay

1. @NotFromBolton Peter Kay THE RHYTHMS OF LIFE

2. @NotFromBolton

3.

4. Information architecture is about helping people understand their surroundings and find what they’re looking for,in the real world as well as online. The IA Institute “

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13. In a standard intensive care unit nowadays,there exists multiple devices and sensitive connections between the patient and these devices… This complexity has silently engulfed the operational space around a patient. Dr Balaji Bikshandi Head of Intensive Care Cavalry John James Hospital “

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20. 02 / 02 / 2017

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22. CHEWBACCA MOM 165M Views

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24. Know your customers. Predict their crisis and help them through it.

25. $1 Billion in 4.4 years

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27. Information is everywhere

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33. @NotFromBolton