Datasets:
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values | video_id stringclasses 501
values | t0 float64 0 17.1k | t1 float64 10 17.1k |
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[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD Webinar Series Part 2: How to ma... | autocad | 9JHtje3d1Ck | 2,360 | 2,370 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Photoshop Class-Fourteen | Drop shadow... | photoshop | kn-10pjnYxE | 4,760 | 4,770 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: 3D Modelling in Autocad 2020 | Lesson 39... | autocad | 0-qoq1-RZ5o | 40 | 50 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: LET Function - Excel, Variables, Performan... | excel | 2bgBREU6Ing | 150 | 160 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender 2.81 NEW AI Denoising Node [Cycl... | blender | vaxoDaIoq6Q | 40 | 50 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD Tutorial - Modify Panel - Rectan... | autocad | fl6m1aS1NQo | 80 | 90 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD 2023 Complete Tutorial For Begin... | autocad | 2Li13bvbV2c | 1,880 | 1,890 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad 2025 Course | From Beginner to A... | autocad | FPbKobVwHck | 12,980 | 12,990 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Animating a .gif in Photoshop and crea... | photoshop | HbZC-Vjekz8 | 7,270 | 7,280 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad 2025 Course | From Beginner to A... | autocad | FPbKobVwHck | 11,460 | 11,470 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: Advanced DCF Tutorial WITH EXCEL SHORTCUTS... | excel | fmoE3H8RjP4 | 1,800 | 1,810 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender Architecture Tutorial: High Buil... | blender | _ZgWoHrPQLI | 580 | 590 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Full Stack Photobook App | Vue, GraphQL, ... | vscode | w0p7ywfHesw | 1,790 | 1,800 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Auto CAD:FIRE ALARM SYSTEM LAYOUT COMPLE... | autocad | TZsojWzAODQ | 1,030 | 1,040 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad 3 Bedroom House Floor Plan Tutor... | autocad | yVd7xNem_0g | 40 | 50 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: 💪 CODE WARS CODE KATAS | Episode 53\nTra... | vscode | KDPHAJWARiM | 4,850 | 4,860 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Combining Images/Composite Photoshop T... | photoshop | GJm-MB0UGjw | 850 | 860 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD 3D Modeling | Wardrobe Tutorial ... | autocad | hh1Dmw_Vfp0 | 340 | 350 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: 10 Tips for Making More Photorealistic 3... | blender | Ah4SpFTTJVY | 350 | 360 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Build Better Marketing Sites with ButterC... | vscode | mu3Gbwi7Q98 | 790 | 800 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Grading Design In Civil 3D 2022 Part 1\n... | autocad | ruWuqWT8fDw | 180 | 190 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Texture Background Photoshop | Leather... | photoshop | OY2M5dUi-RY | 120 | 130 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: GRIPS AND QUICK PROPERTIES\nTranscript: ... | autocad | Tak8RALt7cE | 470 | 480 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Animating a .gif in Photoshop and crea... | photoshop | HbZC-Vjekz8 | 760 | 770 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: JavaScript Tutorial In Hindi\nTranscript:... | vscode | hKB-YGF14SY | 7,720 | 7,730 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Salesforce Admin | Reports & Dashboar... | salesforce | zEbIkHQQAOg | 2,510 | 2,520 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Python Tutorial: Web Scraping with Reques... | vscode | a6fIbtFB46g | 2,910 | 2,920 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Salesforce Admin | Reports & Dashboar... | salesforce | zEbIkHQQAOg | 290 | 300 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender Architecture Tutorial: High Buil... | blender | _ZgWoHrPQLI | 70 | 80 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Introduction to the AutoCAD MEP Toolset\... | autocad | 1EX9Ka6OhW0 | 1,030 | 1,040 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Day-23 | Azure Zero to Hero | Getting Sta... | vscode | iNWC40Z_vrM | 1,960 | 1,970 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad 3 Bedroom House Floor Plan Tutor... | autocad | yVd7xNem_0g | 420 | 430 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Wrapping up TicTacToe - Python 3 Programm... | vscode | QErlGfPRoUU | 70 | 80 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: stop trusting cloud cameras!! (here's wha... | vscode | tbCKWX34_G4 | 1,650 | 1,660 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: 15 AutoCAD Tips & Tricks in 30 Minutes -... | autocad | vx9ZpCrZS6Y | 810 | 820 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender 4.0 Keymap Updates\nTranscript: ... | blender | QhYplmY1gtU | 210 | 220 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Animate details & summary with a few line... | vscode | Vzj3jSUbMtI | 380 | 390 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: KOTLIN Full Course for BEGINNERS in Hindi... | vscode | 131nC-qsjJg | 12,650 | 12,660 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD 2024 | New Features\nTranscript:... | autocad | VRZ578ms0bM | 210 | 220 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: How to install Tailwind CSS for React usi... | vscode | v0vBBLAmqmE | 130 | 140 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Realtime DevOps Project using Azure DevOp... | vscode | dmGW22W3VOs | 9,980 | 9,990 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender Practice – Modeling a Mechanical... | blender | IYWcSLyqdU0 | 130 | 140 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad 2025 Course | From Beginner to A... | autocad | FPbKobVwHck | 3,070 | 3,080 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender Free Full Training - Episode 1 -... | blender | Uiz1QSaF-Ow | 920 | 930 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Salesforce Einstein Use Cases and P... | salesforce | kk3KR5LPVWA | 2,900 | 2,910 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Building a Stock Ticker with React and Ch... | vscode | JVZXz6awRj4 | 2,590 | 2,600 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: 11.How to draw STAIRCASE RAILING in Auto... | autocad | DeIlNO_Cv10 | 380 | 390 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: How To Convert AutoCAD File To PDF || DW... | autocad | ttV72IFp2DI | 390 | 400 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: TUTORIAL FOR PROCESS BUILDER IN SALES... | salesforce | GENKwJiDpFI | 2,550 | 2,560 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Role Hierarchy in Salesforce\nTranscr... | salesforce | 4OI3aS55zts | 1,650 | 1,660 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Photoshop Tutorial: Creating Creative ... | photoshop | PKelbvmPZ24 | 410 | 420 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: LET Function - Excel, Variables, Performan... | excel | 2bgBREU6Ing | 960 | 970 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Marquee tool - Adobe Photoshop for Beg... | photoshop | Zr8Kdi4-NZs | 540 | 550 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Become a VSCode Pro: Essential Features a... | vscode | phC-vKlNoaM | 140 | 150 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender Product Visualization PART 8 Ap... | blender | J_nmxDrLBLE | 680 | 690 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender 2.82 How to model a basic double... | blender | PZNlyy8O7P4 | 540 | 550 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: The Freepik AI Masterclass: 2026 Full ... | photoshop | Z08JELD20Nc | 2,050 | 2,060 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Realtime DevOps Project using Azure DevOp... | vscode | dmGW22W3VOs | 1,660 | 1,670 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Must Known AutoCAD Xref Problems – Be Pr... | autocad | a8zddw-_gZM | 800 | 810 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Laravel 8 REST API With Sanctum Authentic... | vscode | MT-GJQIY3EU | 1,760 | 1,770 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD HVAC Duct Drafting Tutorial: Fro... | autocad | F-mylogcTGY | 480 | 490 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad Create Floor Plan | Nav. and Sel... | autocad | uCqdTBS8eAg | 310 | 320 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: So funktioniert POWER PIVOT in Excel | KOM... | excel | gfnmijz4Qcw | 990 | 1,000 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: Advanced DCF Tutorial WITH EXCEL SHORTCUTS... | excel | fmoE3H8RjP4 | 2,510 | 2,520 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: AutoCAD 2023 Complete Tutorial For Begin... | autocad | 2Li13bvbV2c | 3,450 | 3,460 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Auto CAD:FIRE ALARM SYSTEM LAYOUT COMPLE... | autocad | TZsojWzAODQ | 780 | 790 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: How to Create a Clipping Mask in Adobe... | photoshop | TwDEcn0nQmc | 240 | 250 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Adobe Photoshop CC 2019 New Features!\... | photoshop | C_Nip6IDM08 | 1,820 | 1,830 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Coding Challenge 161: Estimating π from R... | vscode | EvS_a921dBo | 140 | 150 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: The Freepik AI Masterclass: 2026 Full ... | photoshop | Z08JELD20Nc | 2,180 | 2,190 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: UI for salesforce queries. Run SOQL |... | salesforce | 8CZ8Sl3CvX8 | 850 | 860 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: Full Free DAX Class: Fundamentals of DAX i... | excel | -C9z9dsGwrc | 7,600 | 7,610 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Animating a .gif in Photoshop and crea... | photoshop | HbZC-Vjekz8 | 2,740 | 2,750 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: Excel for Construction Managers\nTranscrip... | excel | IZRDLSiXj8M | 2,300 | 2,310 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: (Hindi) Autocad 3d Command series 2018-1... | autocad | MM7DWlRW-xY | 610 | 620 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: LET Function - Excel, Variables, Performan... | excel | 2bgBREU6Ing | 240 | 250 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: JavaScript Tutorial In Hindi\nTranscript:... | vscode | hKB-YGF14SY | 8,190 | 8,200 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: FreeCAD 1.0 | Introduction to Multi-Body... | autocad | Z41Qx7453zk | 80 | 90 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Full Stack Photobook App | Vue, GraphQL, ... | vscode | w0p7ywfHesw | 7,430 | 7,440 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: CREATE CUSTOM CURTAIN WALLS + AutoCAD Ar... | autocad | BUOfadWjG-0 | 540 | 550 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: excel\nTutorial: Create Speedometer Chart in Excel || MS Ex... | excel | jL0KD776-hI | 300 | 310 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: blender cell fracture tutorial\nTranscri... | blender | cal7j9DbxnY | 410 | 420 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Python Automation with ChatGPT\nTranscrip... | vscode | w-X_EQ2Xva4 | 1,340 | 1,350 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Salesforce Service Cloud Basics | AJ ... | salesforce | FpsCTTGxiq0 | 1,830 | 1,840 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Python Tutorial: Web Scraping with Reques... | vscode | a6fIbtFB46g | 2,560 | 2,570 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad - How to Print a Project in Mete... | autocad | FmQ3IYywfLU | 230 | 240 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Best Coding Setup for Beginners | Install... | vscode | ykYfYGRntN4 | 690 | 700 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: How to use Clone Stamp and History Bru... | photoshop | K2oHGBVReZs | 400 | 410 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Build a Website Accessibility Tester With... | vscode | MO4vEAu3hKE | 690 | 700 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: Best VS Code Extension for Beginners in 2... | vscode | s6tkOZAxerc | 190 | 200 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Grading Design In Civil 3D 2022 Part 1\n... | autocad | ruWuqWT8fDw | 90 | 100 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Salesforce: How to Set Up Live Agent?... | salesforce | I7cIR-gnYsQ | 590 | 600 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: blender\nTutorial: Blender Hard Surface Modeling TUTORIAL -... | blender | vsiwnO3NEYs | 710 | 720 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: salesforce\nTutorial: Profiles & Users | The Complete Sales... | salesforce | -dwYVaZ2iDQ | 670 | 680 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: JavaScript Tutorial In Hindi\nTranscript:... | vscode | hKB-YGF14SY | 12,720 | 12,730 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Retaining wall structural drawing in Aut... | autocad | 1RtM-J0NY0k | 310 | 320 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: photoshop\nTutorial: Animating a .gif in Photoshop and crea... | photoshop | HbZC-Vjekz8 | 7,460 | 7,470 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: KOTLIN Full Course for BEGINNERS in Hindi... | vscode | 131nC-qsjJg | 14,500 | 14,510 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: vscode\nTutorial: React Crash Course\nTranscript: going to ... | vscode | LDB4uaJ87e0 | 7,150 | 7,160 |
[
{
"role": "system",
"content": "You are a computer-use assistant. Given desktop software, a tutorial title, and a 10-second transcript, describe the GUI action being performed in one sentence."
},
{
"role": "user",
"content": "Software: autocad\nTutorial: Autocad 2025 Course | From Beginner to A... | autocad | FPbKobVwHck | 3,690 | 3,700 |
End of preview. Expand in Data Studio
computer-use-large-actions
9,000 instruction pairs derived from markov-ai/computer-use-large descriptions.parquet (not the raw 12,300 hours of video).
Each row is a 10-second segment whose LLM description is a real GUI action (NO_TASK dropped). Source license is CC-BY-4.0.
Split by software
| category | examples |
|---|---|
| vscode | 2,500 |
| autocad | 2,500 |
| blender | 1,000 |
| excel | 1,000 |
| photoshop | 1,000 |
| salesforce | 1,000 |
VS Code and AutoCAD are oversampled for Emmanuel's agentic-coding and DigiCatWalk CAD work.
Format
messages for TRL SFT: system + user (software / tutorial title / ASR transcript) → assistant (one-sentence GUI action).
What this is not
This is not a click/xy action trace and not a video-VLM dataset. The videos stay on markov-ai/computer-use-large. Use those later to add frames at t0–t1 for a vision pass.
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