Data Framework of Deductions
The Data Framework of Deduction is a model that enables observation to identify 'the ways and what to look for’ to find different types of data to diversify your deductions.
This model helps make observations more organized. It works like a checklist, so you know what to look for and can draw conclusions from it.
This framework presents 9 details you can look for to expand your deductions:
To use the Data Framework of Deduction, follow these steps:
1. When u found the subject/person you want to observe.
2. In your head review the The 9 details of the framework such as Time, Spatial, and contextual details etc.
3. As you observe, look for information that from each of the details listed in the Framework to gather clues to deduce.
4. Draw your conclusions based on the data gathered across all points. And do the best Sherlocky deductions you can make.
1)TIME:
‘When’ and ‘how long’ a subject of observation takes place.
Points of interest:
1. Age:
How old is the person? How old is any subject to your observation?
2. Frequency:
How often an action or behavior has taken place.
Frequency reveals patterns and reveals if something is not random.
3. Time:
day or night, yesterday, or even a specific day, date, year, etc
2)SPATIAL:
The place or location where the subject is. It also reveals where it happens.
Points of interest:
Is it in Public or private?
Is it in a controlled or chaotic environment?
It shows comfort and status.
It can tell you how one behaves in an environment.
3) CONTEXTUAL:
The context refers to the situation itself and how the subject responds to it.
Context tells you what behavior should look like
and how it affects how it makes others react, relevant to the situation or events at hand.
Context reveals what is normal, the norms, and what’s irrelevant in relation to the situation.
4) DEVIATION:
Deviations, also called anomalies, are the odd or misaligned ANY details that don't fit in, the ones out of place, even something appearing off.
These small clues might seem irrelevant to the big picture, but they can tell you something.
For example, finding fur on someone's coat might mean they have a pet. Deviations can appear in a person, an object, or even a theory.
5) EXPRESSION:
This is the information represented outwardly. These are the details that are expressed and how one presents oneself. It's the presentation of the subject.
Points of interest:
1.Person’s appearance
2.Clothing and style
3.Grooming
4.Body posture
5.Vocal tone
These are a few points of interest; you get the idea by bearing in mind that it reflects self-image and intentional signaling.
This is where we mostly look for, as deductionist it’s where we can get data to conclude about things. because obviously, the non-obvious data are the most impressive ones.
6) PSYCHOLOGICAL:
These are the internal drivers of a person and answer the questions:
‘Why are they the way they are?’
‘
What makes them the way they are, and what makes them do anything.’
It's the motives and personality, and psychological insight.
7) BEHAVIORAL:
These are behaviors,Actions, patterns, body language, and facial expressions that give you insight to thier emotions and their true state of mind.
Here are my other writings on Body language, to know more about it.
1)Body language:
https://deductionalyst.blogspot.com/2025/03/body-language.html
2)Understanding body language:https://deductionalyst.blogspot.com/2025/06/understanding-body-language-signals.html
3)Sections of body language:https://deductionalyst.blogspot.com/2025/03/sections-of-body-language.html
8)SOCIAL-RELATIONAL:
The connection of what happens between two subjects. It shows how they relate to each other and how one person behaves around the other.
It answers questions like:
Who is this person connected to?
How do others act in their presence?
Who defers to whom, and who pushes back?
It the dynamics and power dynamics.
You can see it in small things, like people
1)mirroring someone, 2)avoiding them, or 3)reacting in ways that reveal status.
Sometimes, tension only appears in certain pairings.
This kind of data isn’t just about individual behavior; it’s emergent, meaning it only exists between people.
That’s what makes it so revealing. People can hide who they are, but they always show their true selves through their relationships.
9)CAPABILITY:
This point is subtle but very important. It indicates what a person can realistically achieve or do.
What tools do they have?
What skills, access, or limitations must we consider?
Capability sets the limits for your conclusions. Without understanding it, you might grasp someone's intent but overlook whether they can actually pull it off.
So All of them are:
1)TIME:
2)SPATIAL:
3) CONTEXTUAL:
4) DEVIATION:
5) EXPRESSION:
6) PSYCHOLOGICAL:
7) BEHAVIORAL:
8)SOCIAL-RELATIONAL:
9)CAPABILITY:
Memories, these to help in your deduction. And if these blogs helped you can support by following my socials to get notified and subscribing my youtube channel at the bottom on the page.
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