Chart & Visualization Issues

How to Create a Deployment Success and Failure Trend Chart in Excel

Chanuka GeekiyanageChanuka Geekiyanage Oct 13, 2026 869 views

Question details

The user needs to visualize application deployment data by tracking successful and failed deployments over time using a PivotChart.

How to Create a Deployment Success and Failure Trend Chart in Excel
Product
Excel
Device & OS
not provided
Scenario
Summarizing deployment logs containing Date, Application, and Status to track monthly trends.
Observed behavior
A line chart where successful and unsuccessful deployments are grouped by month and distinguished by different marker colors.
Before you start

Ensure your dataset has clear column headers (such as Date, Application, and Deployment Success) and that there are no empty rows or columns within your data range.

Solution 1Recommended

Create a Deployment Trend Chart Using a PivotChart

Using a PivotChart is the most efficient way to summarize and visualize deployment success and failure rates over time without manually calculating counts.

A PivotChart directly connects to your dataset and updates dynamically. By setting the Date and Application on the axis and counting the Deployment Success, you can instantly see trends.

1
Insert a PivotChart

Select any cell within your deployment dataset. Go to the 'Insert' tab on the ribbon and click on 'PivotChart'.

2
Configure Axis and Legend

In the PivotChart Fields pane, drag 'Date' and 'Application' to the Axis (Categories) area. To separate the lines by status, drag 'Deployment Success' to the Legend (Series) area.

3
Set Values to Count

Drag 'Deployment Success' into the Values area. Ensure it says 'Count of Deployment Success'. If it says 'Sum', click it, choose 'Value Field Settings', and change it to 'Count'.

4
Change to a Line Chart

Right-click the generated chart, select 'Change Chart Type', and choose 'Line with Markers' from the Line chart options.

5
Format the Markers

Double-click the data line representing 'Success'. In the Format Data Series pane, go to Fill & Line > Marker > Marker Options, and change the fill color (e.g., Green). Repeat this for the 'Failure' line with a different color (e.g., Red).

Create a Deployment Trend Chart Using a PivotChart
Tip for Dates: If your dates aren't automatically grouped by month, right-click any date on the chart's axis, select 'Group', and choose 'Months'.
Advanced Data Visualization Tool

Create PivotCharts and Trend Lines for Free in WPS Spreadsheet

WPS Spreadsheet provides powerful PivotTable and PivotChart functionalities, allowing you to seamlessly analyze deployment datasets and create professional trend charts without a subscription.

  1. 1. Open Your Data: Launch WPS Spreadsheet and open the file containing your deployment dataset.
  2. 2. Insert PivotChart: Navigate to the 'Insert' tab and select 'PivotChart'. Choose 'New Worksheet' to keep your layout clean.
  3. 3. Set Up Data Fields: Drag 'Date' to the Axis fields, 'Deployment Success' to the Legend fields, and 'Deployment Success' again to the Values field (set as Count).
  4. 4. Customize Chart Appearance: Right-click the chart to change the type to a Line chart, and use the formatting pane to adjust your marker colors.
100% compatible with Microsoft Excel (.xlsx and .csv) formatsIntuitive PivotChart creation with simple drag-and-drop fieldsHighly customizable chart markers, lines, and aesthetic themesFree, lightweight, and fast alternative for extensive data analysis
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Frequently Asked Questions

Why is my PivotChart grouping dates by exact days instead of months?

By default, exact dates might be displayed depending on your software version. Right-click the date field directly in the corresponding PivotTable, choose 'Group', and select 'Months' to aggregate the chart data correctly.

How do I separate the success and failure lines in the trend chart?

To create separate lines for success and failure, you must drag the 'Deployment Success' field into the Legend (Series) area in the PivotChart Fields pane. This splits the single count line into two distinct trend lines.

Can I filter the trend chart to show only specific applications?

Yes, you can use the filter dropdowns directly on the PivotChart. Alternatively, add a Slicer from the 'PivotChart Analyze' tab for a more visual, clickable way to toggle between different applications.