MANIPULATION DETECTION

"Manipulation is rarely a subtle art; it reveals itself the moment data fails to correlate with the system it claims to belong to. Anomalies are not accidents; they are the natural consequence of forcing information to behave unnaturally, and detection begins the instant that inconsistency appears."

LAST UPDATED: 11/15/2025    

ADVISORY REMINDERS:   CFTC RULE 4.41 |  17 U.S.C | MORE

OUTFLOW DATA
↳ "MANIPULATION DETECTION" - v.1.4
This data is derived in real-time to detect, analyze, and interpret instances of Scientific Manipulation. The system monitors and extracts payload information, integrates high-frequency raw data inputs, and applies advanced algorithmic & heuristic analysis within a dynamic framework. The data provisioning is non-structured allowing for downstream applications, third-party pipelines, and automated intelligence workflows.

SEMI-AGGREGATED DETECTIONS : ASSOCIATED CANDLES

The above images are Highlighting ONLY the candles associated with the detection time and NOT the data, for example purposes

TIER CLASSIFICATION

These Detections are categorized into three tiers according to their metrics and extracted payload information. Each tier then represents its expected reaction magnitude and volatility.  Tier 1  Tier 2  Tier 3 

SUPPORT & RESISTANCE

There are dubious cascading correlations with the zones created from these detections and the respective upcoming price action. Each zone provides a critical point of interest for future interactions.

*Note:
This version does not provide directional bias with the provisioning.
The frequency of detections does not signify an absolute presence of or lack of.

BENCHMARK AND BACKTESTING
Benchmark and back-testing have also confirmed the increase to volume, ranges, and volatility, esp with higher tier detections. When applied to candle data; the range is mostly consistent with its related data.

UNINTERRUPTED REACTIONS HEATMAP

This represents the duration of uninterupted time (ie; another detection)  of which an expected reaction happens. In short, how much time has surpassed before another detection of the same tier occurs. This graph displays the higher tiers as maintaining a longer and consistant duration of singular longevity. This shows that the smaller the tier the quicker and more frequent the detections (or vice versa), with Tier1 being the shorest in duration.

ZONE DURATION HEATMAP

This heat map displays the duration of which market  price as an overall ramains wthin the provided data range, post detection. This visually shows that the lower tier detections have a shorter sustainability while within the provided zone, while the higher tiers allow for price to oscilate within its zone for longer durations of time before breaking. Tier1 has significantly more detections than both Tier2 and Tier3 coimbined by over half and a shorter oscillation period (breakout) as time progresses.

REACTION & PROBABILITY CONSISTENCY

When the detections are collectively analyzed against price action, the longer price is inert results in a progressively higher probability of a reaction and its respective volatility. There is an undisputed consistency between the detections and the corresponding reactions.


Consistancy index rating: 0.82


AVAILABLE MARKETS

Our detections are designed to work on all market types, this includes: Stocks, Crypto, Futures, Bonds

⚠️ ALL information pertaining to the operations OR mechanics of THESE DETECTIONS IS NOT DISCLOSED

SERVICE TEMPORARILY CLOSED
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JSON QUICK REFERENCE

Type Timestamp Tier Injection Price Range Volume
The type of associated data The current timestamp UNIX-Formatted 1970 The tier classification for the detection This does NOT always reflect a bid-ask The amount of volume associated with it
"type":"manipulation" "time":"1760672380" "tier":"1" "pricerange":"0.00-0.00" "volume":"0"

JSON String Output Example:
{"type":"manipulation","symbol":"spy","time":"1760672380","tier":"1","pricerange":"0.00-0.00","volume":"0"}