Analytics Category Statistics

The Analytics Category Statistics report helps supervisors or managers to follow up on the performance of their teams and agents. The report displays data according to categories such as billing and technical support. The report can help you:

  • Improve overall customer satisfaction (CSAT) by focusing on low-performing agents with low customer sentiment and frustration in specific categories.

  • Improve First Contact Resolution by focusing on agents with low resolution rate (%Resolved), and analyzing agents with high average interaction duration in specific categories.

  • Monitor performance trends over time using segment-level metrics.

The Analytics Category Statistics Report is based on data from two widgets:

  • Category Summary by Sentiment widget

  • Sentiment Interaction Details widget

Category Summary by Sentiment Widget

The Category Summary by Sentiment widget summarizes segment-level performance by dataset, category, team, and agent. It helps you quickly see where sentiment, frustration, and resolution performance is strong or needs attention. It is configured as follows:

  • Default date range: Last 7 days

  • Maximum date range: 95-day window

  • Metrics selector: None

Additional filters for this widget include:

  • Employee Group: Team / Agent

  • Data Attributes: Category, Dataset

  • Channel

The table below describes the columns in this widget. The Silence and Duration metrics are currently unavailable in this report.

Metric Name

Description

Dataset Name of the dataset containing the interaction analytics data.
Category Analytics category assigned to the interaction or segment.
Team Name Name of the team associated with the agent on the interaction.
Agent Name Name of the agent who handled the interaction.

Total Segments

Total number of interaction segments analyzed for the Team or Agent (depending on View By). Format: number (float).

% Negative Sentiment

Percentage of segments where overall sentiment is negative.

% Positive Sentiment

Percentage of segments where overall sentiment is positive.

% Neg Agt Sentiment

Percentage of segments where overall agent sentiment is negative.

% Pos Agt Sentiment

Percentage of segments where overall agent sentiment is positive.

% Neg Client Begin Sent

Percentage of segments where client sentiment at the beginning of the interaction is negative.

% Pos Client Start

Percentage of segments where client sentiment at the beginning of the interaction is positive.

% Neg Client End Sent

Percentage of segments where client sentiment at the end of the interaction is negative.

% Pos Client End Sent

Percentage of segments where client sentiment at the end of the interaction is positive.

% Neg Agent Begin Sent

Percentage of segments where agent sentiment at the beginning of the interaction is negative.

% Pos Agent Begin Sent

Percentage of segments where agent sentiment at the beginning of the interaction is positive.

% Neg Agent End Sent

Percentage of segments where agent sentiment at the end of the interaction is negative.

% Pos Agent End Sent

Percentage of segments where agent sentiment at the end of the interaction is positive.

% Frustration

Percentage of segments where the client is identified as frustrated.

% Resolved

Percentage of segments where the interaction is identified as resolved.

The beginning of an interaction is the first 400 words or first 30% of the interaction, whichever occurs first. End sentiment is determined by the last 30% of an interaction.

Sentiment Interaction Details Widget

The Sentiment Interaction widget shows the individual interactions that make up the summary metrics. It also provides quick access to playback and sentiment details.

From this widget, you can:

  • Click the Play icon to open the interaction in CXone Player, review the full context, and validate what drove the sentiment or resolution outcome.

  • Apply filters to narrow the list to specific teams, agents, categories, datasets, or channels.

  • Export the interaction details, with all applied filters, to CSV or Excel for further analysis or sharing.

The table below describes the columns in this widget. The Silence and Duration metrics are currently unavailable in this report.

Column Name

Description

Dataset Name of the dataset containing the interaction analytics data.
Category Analytics category assigned to the interaction or segment.

Channel Name

Name of the channel used for the interaction, such as voice, email, or chat.

Play

Icon used to open the interaction in CXone Player for playback.

Team Name

Name of the team associated with the agent on the interaction.

Agent Name Name of the agent who handled the interaction.

Start Time

Date and time when the interaction or segment started.

Client Sentiment

Overall sentiment classification for the client on the interaction. Possible values:

  • Positive

  • Negative

  • Mixed

  • Neutral

Agent Sentiment

Overall sentiment classification for the agent on the interaction. Possible values:

  • Positive

  • Negative

  • Mixed

  • Neutral

Frustration

Detected frustration level for the client on the interaction. Possible values: High, none.

  • High

  • None

Resolved

Indicates whether the interaction is considered resolved based on analytics.