These connectors highlight the relationship between two elements in the data.

Due to 

Definition: Shows the reason or cause of something. 

Example: “Due to the economic downturn, the company was forced to lay off 200 employees.”

Owing to 

Definition: Provides the cause of an event or result. 

Example: “Owing to the increased demand, the company expanded its production capacity.”

Because of 

Definition: Refers to the reason for something. 

Example: “Because of the new regulations, emissions have decreased by 15%.”

As a result 

Definition: Indicates the consequence of an action or event. 

Example: “As a result of the government’s policies, unemployment rates fell sharply.”

As a consequence 

Definition: Shows the result of something. 

Example: “As a consequence of the rising prices, consumer spending declined.”

Consequently 

Definition: Refers to the result of a previous action. 

Example: “Consequently, the number of new housing projects declined.”

Therefore 

Definition: Introduces a conclusion based on previous information. 

Example: “The number of visitors to the park doubled last year; therefore, the park’s facilities were expanded.”

Thus 

Definition: Shows the result of an earlier action. 

Example: “The company cut costs by 10%, thus improving its profit margin.”

Hence 

Definition: Refers to the outcome of something. 

Example: “Sales dropped significantly; hence, the company decided to reduce its advertising budget.”

For this reason 

Definition: Indicates a cause leading to a result. 

Example: “The project was delayed for several months; for this reason, the final report was submitted late.”