# Example: Exploring Classified Content ### About this export | Field | Value | | --- | --- | | **content_type** | lesson | | **platform** | contentstack-academy | | **source_url** | https://www.contentstack.com/academy/courses/data-insights-data-ingestion-profile-construction/data-insights-course-3--example-exploring-classified-content | | **course_slug** | data-insights-data-ingestion-profile-construction | | **lesson_slug** | data-insights-course-3--example-exploring-classified-content | | **markdown_file_url** | /academy/md/courses/data-insights-data-ingestion-profile-construction/data-insights-course-3--example-exploring-classified-content.md | | **generated_at** | 2026-04-28T06:55:44.159Z | > Part of **[Data Ingestion & Profile Construction](https://www.contentstack.com/academy/courses/data-insights-data-ingestion-profile-construction)** on Contentstack Academy. **Academy MD v3** — structured for retrieval; no quiz or assessment keys. #### Video details #### At a glance - **Title:** 21-data-insights-exploring-classified-content - **Duration:** 1m 13s - **Media link:** https://cdn.jwplayer.com/previews/r5mEINso - **Publish date (unix):** 1752879987 #### Streaming renditions - application/vnd.apple.mpegurl - audio/mp4 · AAC Audio · 114950 kbps - video/mp4 · 180p · 180p · 145410 kbps - video/mp4 · 270p · 270p · 165318 kbps - video/mp4 · 360p · 360p · 171917 kbps - video/mp4 · 406p · 406p · 181549 kbps - video/mp4 · 540p · 540p · 212738 kbps - video/mp4 · 720p · 720p · 263879 kbps - video/mp4 · 1080p · 1080p · 399501 kbps #### Timed text tracks (delivery) - **thumbnails:** `https://cdn.jwplayer.com/strips/r5mEINso-120.vtt` #### Transcript So with that, so real quick, just to kind of show how Linux works today. If I close this, so let's say let's just go to the bond toy. And if I go to classification, you can do a manual classification. So again, we do this automatically, we look at what URLs users are engaging with, we make sure that we have a document that matches that, keep it up to date, etc, etc. But it'll essentially go out and classify that particular document. So it's going to pull in to make sure you have the right thing, it's going to say here's the image. In some cases, there's more context, you can manually curate topics, I think inevitably over time, this goes away, that's a thing that you would want to do inside of the CMS portion of the management system. But this is how users can start to get kind of a sneak peek of what's working and what we're seeing and ultimately classifying. #### Subtitles (WebVTT) ```webvtt WEBVTT 1 00:00:00.000 --> 00:00:21.220 So with that, so real quick, just to kind of show how Linux works today. 2 00:00:21.220 --> 00:00:29.140 If I close this, so let's say let's just go to the bond toy. 3 00:00:29.140 --> 00:00:34.560 And if I go to classification, you can do a manual classification. 4 00:00:34.560 --> 00:00:38.140 So again, we do this automatically, we look at what URLs users are engaging with, we make 5 00:00:38.140 --> 00:00:42.480 sure that we have a document that matches that, keep it up to date, etc, etc. 6 00:00:42.480 --> 00:00:45.960 But it'll essentially go out and classify that particular document. 7 00:00:45.960 --> 00:00:48.520 So it's going to pull in to make sure you have the right thing, it's going to say here's 8 00:00:48.520 --> 00:00:49.520 the image. 9 00:00:49.520 --> 00:00:54.160 In some cases, there's more context, you can manually curate topics, I think inevitably 10 00:00:54.160 --> 00:00:57.600 over time, this goes away, that's a thing that you would want to do inside of the CMS 11 00:00:57.600 --> 00:00:59.040 portion of the management system. 12 00:00:59.040 --> 00:01:03.160 But this is how users can start to get kind of a sneak peek of what's working and what 13 00:01:03.160 --> 00:01:04.800 we're seeing and ultimately classifying. ``` ```transcript [00:00] So with that, so real quick, just to kind of show how Linux works today. [00:21] If I close this, so let's say let's just go to the bond toy. [00:29] And if I go to classification, you can do a manual classification. [00:34] So again, we do this automatically, we look at what URLs users are engaging with, we make [00:38] sure that we have a document that matches that, keep it up to date, etc, etc. [00:42] But it'll essentially go out and classify that particular document. [00:45] So it's going to pull in to make sure you have the right thing, it's going to say here's [00:48] the image. [00:49] In some cases, there's more context, you can manually curate topics, I think inevitably [00:54] over time, this goes away, that's a thing that you would want to do inside of the CMS [00:57] portion of the management system. [00:59] But this is how users can start to get kind of a sneak peek of what's working and what [01:03] we're seeing and ultimately classifying. ``` #### Key takeaways - Connect **Example: Exploring Classified Content** back to your stack configuration before moving to the next module. - Capture one concrete artifact (screenshot, Postman call, or code snippet) that proves the step works in your environment. - Re-read the delivery versus management boundary for anything you changed in the entry model. ## Supplement for indexing ### Content summary Example: Exploring Classified Content. Example: Exploring Classified Content in Data Ingestion & Profile Construction (data-insights-data-ingestion-profile-construction). ### Retrieval tags - Example - Exploring - Classified - Content - data-insights-data-ingestion-profile-construction - lesson 13 - Example: Exploring Classified Content - data-insights-data-ingestion-profile-construction lesson ### Indexing notes Index this lesson as a primary chunk tagged with lesson_id "13" and topics: [Example, Exploring, Classified, Content]. Parent course slug: data-insights-data-ingestion-profile-construction. Use asset_references URLs as thumbnail hints in search results when present. Never surface LMS quiz content or assessment answers from this file. ### Asset references | Label | URL | | --- | --- | | Video thumbnail: Example: Exploring Classified Content | `https://cdn.jwplayer.com/v2/media/r5mEINso/poster.jpg?width=720` | ### External links | Label | URL | | --- | --- | | Contentstack Academy home | `https://www.contentstack.com/academy/` | | Training instance setup | `https://www.contentstack.com/academy/training-instance` | | Academy playground (GitHub) | `https://github.com/contentstack/contentstack-academy-playground` | | Contentstack documentation | `https://www.contentstack.com/docs/` |