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Random freezes, missing sound and display glitches usually trace back to one bad driver. Find and replace yours safely.Free scan · under a minuteFor a quick, shareable chart, ask Claude Code to turn data it can access into a chart or dashboard artifact. If the chart needs to become part of a reusable application or repository, ask Claude Code to build it in the project’s existing stack instead. The right route depends on whether you need a standalone page or maintainable application code.
Make a chart or dashboard artifact
Artifacts are useful when you want to inspect and share a visual result without adding it to an application. Anthropic describes them as a way to present output that is easier to look at and interact with than to read as terminal text. Claude Code can build an artifact from work available in the session, including the codebase and data retrieved through connected tools. See Anthropic’s Claude Code artifact documentation.
- Identify the source. Tell Claude Code which file, table, metric, or result to use. If you are unsure what fields are available, ask it to inspect the data and suggest a suitable chart.
- Describe the question, not just the chart type. State what comparison or trend the graphic should make clear. Specify the measure, time range, categories, axis fields, units, and how missing values should be handled. Ask for controls only if viewers need to filter or explore the data.
- Ask directly for an artifact. For example, Anthropic’s documentation suggests: “Build a dashboard artifact of last week’s deploy failures by service and keep it updated as you investigate.”
- Check the rendered page. Confirm that the fields and units are right, labels and scales are readable, and the chart answers the stated question. Compare plotted values with the source data before sharing; a polished graphic is not proof that the underlying data was mapped correctly.
- Refine and republish. Request changes to grouping, labels, chart type, or breakdown. The artifact is updated at the same URL, and each publish creates a new version.
A prompt template
Use [data file or session result] as the source. Create a [line/bar/scatter/etc.] chart answering [specific question]. Map [field] to the x-axis and [field] to the y-axis; label units, show [groups/time range], and explain how missing values are handled. Make it a [shareable dashboard artifact / project file] and include a short note identifying the source data.
This is a starting point, not a guaranteed prompt recipe. When the right visualization is unclear, ask Claude Code to inspect the available columns and recommend a chart type before it builds one.
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#1 Best Overall
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Build the chart into a project
Choose project-native code when the visualization needs to live in a repository or operate as part of an application—for example, when it depends on app routing, authentication, backend services, deployment controls, or existing components. Ask Claude Code to inspect the project’s framework, charting dependencies, and data flow first, then follow its conventions rather than assuming a particular framework is best.
Example request: “Inspect this project and identify the existing data source and visualization conventions. Add a chart of [metric] by [dimension] using the current stack, with labeled units, accessible colors, and a clear empty-data state. Tell me which files changed and how to view it.”
Rank #2
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- What You Get: Anker USB-C Hub (5-in-1, 4K HDMI), welcome guide, 18-month warranty, and our friendly customer service.
Anthropic’s data-science case study describes a team building reusable React dashboards for model performance and training data. It illustrates a project-native approach; it does not mean React is the right choice for every project.
Choose the route that fits the deliverable
| Need | Best fit | Why |
|---|---|---|
| A one-off chart or investigation that is easy to share | Artifact | A self-contained browser page can be refined and republished as the investigation changes. |
| A reusable chart inside an application | Project-native code | It can use the app’s routing, authentication, backend, deployment setup, and established components. |
| Data computation plus a generated chart, without a maintained app | Enabled API code-execution tool | Anthropic’s API documentation describes Python running in a sandboxed container and returning charts, calculations, or analysis. This is an API route, not a promise that the tool is enabled in every Claude Code CLI session. |
For a hosted tool that needs a backend or multiple routes, use your own infrastructure rather than treating an artifact as an application server. Anthropic describes an artifact as “one self-contained page with no backend, so it can’t serve multiple routes.”
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- What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.
Know the artifact limits before sharing
- Access: Current Claude Code documentation lists artifacts for Pro, Max, Team, and Enterprise, and requires a signed-in
/loginsession. Availability of specific capabilities can depend on version; check the current documentation if artifacts, live connector data, or comment handling are unavailable. Current artifact requirements - Page structure and size: An artifact is a single self-contained page built from HTML, CSS, and inline JavaScript, with a 16 MiB rendered-page limit. It has no backend and cannot serve multiple routes.
- Scripts and external requests: The artifact viewer applies a content-security policy that restricts external requests and scripts. Do not assume an arbitrary external library or service call will work inside the page.
- Sharing controls: New artifacts are private to their author. Organization and public sharing depend on plan and administrator settings; public sharing is disabled by default for Team and Enterprise organizations until an owner enables it. Review both the data and the sharing mode before sending a link.
- Live connectors: Connector calls use the viewer’s own connected account and permissions. A teammate may see no live data if they lack the connector or do not grant access.
- Downloads: Chart or table downloads in the artifact viewer work only through its declared downloads capability; ordinary download links or scripts do not work there.
Before sharing, make sure the chart contains only data appropriate for its audience and verify that the recipient’s access matches what the page needs.
Quick Recap
Best Value
- 5-in-1 Connectivity: Equipped with a 4K HDMI port, a 5 Gbps USB-C data port, two 5 Gbps USB-A ports, and a USB C 100W PD-IN port. Note: The USB C 100W PD-IN port supports only charging and does not support data transfer devices such as headphones or speakers.
- Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
- Transfer Files in Seconds: Move files to and from your laptop at speeds of up to 5 Gbps via the USB-C and USB-A data ports. Note: The USB C 5Gbps Data port does not support video output.
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- What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
Rank #4
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- Please Note: To reach 10Gbps speed, keep the cable under 3.3 ft. For USB A Male to USB C adapters, try flipping the USB C connector. USB C Male to USB A adapters support bidirectional 10Gbps transfer within 3.3 ft
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