These connectors present contrasting viewpoints or trends in the data.

However 

Definition: Introduces a contrasting point. 

Example: “Sales in the first quarter were high; however, they dropped significantly in the second quarter.”

Nevertheless 

Definition: Acknowledges a point but introduces a counterpoint. 

Example: “The company faced several challenges. Nevertheless, it managed to increase its profits.”

Nonetheless 

Definition: Shows contrast despite what was previously said. 

Example: “The product faced some early criticism; nonetheless, it became one of the bestselling items of the year.”

In contrast 

Definition: Highlights a difference between two points. 

Example: “In contrast to last year, this year’s sales figures were much lower.”

On the other hand 

Definition: Introduces an alternative viewpoint. 

Example: “The company’s profits increased, while on the other hand, its customer satisfaction rates fell.”

Conversely 

Definition: Presents an opposite idea or trend. 

Example: “Conversely, while exports increased, imports declined during the same period.”

Despite / In spite of 

Definition: Introduces something in contrast to expectations. 

Example: “Despite a drop in revenue, the company remained profitable throughout the year.”

Whereas 

Definition: Shows a contrast between two trends. 

Example: “Whereas the number of international students increased, domestic enrollment declined.”

While 

Definition: Indicates two contrasting points. 

Example: “While the prices of raw materials increased, the production costs remained stable.”

Yet 

Definition: Introduces a contrast to the previous statement. 

Example: “The product was well designed; yet, sales figures were lower than expected.”

On the contrary 

Definition: Introduces an opposite argument or trend. 

Example: “Some believed the market would decline; on the contrary, it grew by 15%.”

Sequencing Data

These connectors establish the order of events or flow of data.

First, Second, Third 

Definition: Marks the order of events in a sequence. 

Example: “First, the data was collected. Second, it was analyzed. Third, the findings were reported.”

Next 

Definition: Refers to the following action in a sequence. 

Example: “Next, the team presented their recommendations to the board of directors.”

After that 

Definition: Refers to the next step or event. 

Example: “After that, the company launched its new product line.”

Subsequently 

Definition: Refers to something that happens later. 

Example: “The initial results were promising; subsequently, the study was expanded to include more participants.”

Finally 

Definition: Marks the last point in a sequence. 

Example: “Finally, the data was compiled into a comprehensive report.”

Then 

Definition: Indicates the next action or event. 

Example: “The company revised its policies; then, it implemented new strategies to boost sales.”

Following this 

Definition: Refers to something that happens after a previous event. 

Example: “Following this, the company saw a steady increase in revenue.”

At this point 

Definition: Refers to a specific moment in a process. 

Example: “At this point, the project was halfway through, with all major milestones completed.”

Thereafter 

Definition: Refers to something that happens after an event. 

Example: “The product launch was successful; thereafter, sales increased rapidly.”