πŸ“ΆBasis for the clusters design

The estimation of the data accumulation in candles and the understanding of the market microstructure involve some 6 design steps in constructing a cluster.

  • The Plotting Basis - it describes the input data for the cluster design.

  • A cluster makes it possible to estimate the market from the point of view a specific characteristic and finally to shape a complete outline of the market.

  • Each basis has an adjustment parameter. This parameter allows a user to set a particular threshold value for the cluster formation.

Designed basis

  • Basis - Time (in sec)

  • Basis - Volume

  • Basis - Price range

  • Basis - Volume Delta

  • Basis - Intensity

  • Basis - Number of transactions

Purposes of a basis

Label
Description

Time (in sec)

The cluster design is based on a specified number of seconds. When the specified time value is reached, the cluster is assumed to be completed.

Volume

The cluster is defined by a specified value of the trading volume. When this predetermined volume value is reached, the cluster is completed.

Price range

A given price range involves design of this cluster. After the price arrives a given number of points, the cluster is considered as completed.

Volume delta

Formation of this cluster is based on the specified difference between the volumes of purchases and sales. When a predetermined value is reached, the cluster will be completed.

Intensity

Filled in based on price dynamics

Number of transactions

It is designed taking into consideration a specified number of trades. When a predetermined value is reached, the cluster will be completed.

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