geo_id stringlengths 2 17 ⌀ | geography stringclasses 3
values | date_start stringdate 2026-02-05 00:00:00 2026-02-05 00:00:00 | date_end stringdate 2026-02-12 00:00:00 2026-02-12 00:00:00 | platform_and_product stringclasses 1
value | facet stringclasses 34
values | level int64 0 2 | variable stringclasses 154
values | cluster_name stringlengths 2 321 ⌀ | value float64 0 1M |
|---|---|---|---|---|---|---|---|---|---|
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | edit or rewrite existing copy as necessary, and submit copy for approval by supervisor. | 27 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | edit or rewrite existing copy as necessary, and submit copy for approval by supervisor. | 0.57398 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | edit, standardize, or make changes to material prepared by other writers or establishment personnel. | 23 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | edit, standardize, or make changes to material prepared by other writers or establishment personnel. | 0.488946 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | guide clients in the development of skills or strategies for dealing with their problems. | 18 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | guide clients in the development of skills or strategies for dealing with their problems. | 0.382653 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills. | 81 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills. | 1.721939 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, and vocational development and adjustment. | 19 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, and vocational development and adjustment. | 0.403912 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance. | 159 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance. | 3.380102 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance. | 77 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance. | 1.636905 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | none | 150 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | none | 3.188776 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | not_classified | 2,558 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | not_classified | 54.379252 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | perform routine system administrative functions such as troubleshooting, back-ups, and upgrades. | 64 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | perform routine system administrative functions such as troubleshooting, back-ups, and upgrades. | 1.360544 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies. | 20 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies. | 0.42517 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | plan parties or other special events and services. | 20 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | plan parties or other special events and services. | 0.42517 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | prepare management reports defining and evaluating problems and recommending solutions. | 19 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | prepare management reports defining and evaluating problems and recommending solutions. | 0.403912 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences. | 22 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences. | 0.467687 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | prepare, rewrite and edit copy to improve readability, or supervise others who do this work. | 94 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | prepare, rewrite and edit copy to improve readability, or supervise others who do this work. | 1.998299 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | present investment information, such as product risks, fees, or fund performance statistics. | 28 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | present investment information, such as product risks, fees, or fund performance statistics. | 0.595238 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | provide advice to clients on a contract basis, working as a consultant. | 24 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | provide advice to clients on a contract basis, working as a consultant. | 0.510204 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | provide clients with communication assistance, typing their correspondence or obtaining information for them. | 19 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | provide clients with communication assistance, typing their correspondence or obtaining information for them. | 0.403912 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | provide feedback and recommendations to developers on software usability and functionality. | 22 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | provide feedback and recommendations to developers on software usability and functionality. | 0.467687 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | provide information and advice to the public regarding the selection, purchase, and care of products. | 18 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | provide information and advice to the public regarding the selection, purchase, and care of products. | 0.382653 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests. | 27 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests. | 0.57398 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages. | 20 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages. | 0.42517 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | reformat documents, moving paragraphs or columns. | 25 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | reformat documents, moving paragraphs or columns. | 0.531463 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments. | 52 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments. | 1.105442 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | troubleshoot problems involving office equipment, such as computer hardware and software. | 62 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | troubleshoot problems involving office equipment, such as computer hardware and software. | 1.318027 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | use computers for various applications, such as database management or word processing. | 21 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | use computers for various applications, such as database management or word processing. | 0.446429 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services. | 58 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services. | 1.232993 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages. | 18 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages. | 0.382653 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies. | 117 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies. | 2.487245 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | write original or adapted material for dramas, comedies, puppet shows, narration, or other performances. | 20 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | write original or adapted material for dramas, comedies, puppet shows, narration, or other performances. | 0.42517 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | write supporting code for web applications or web sites. | 22 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | write supporting code for web applications or web sites. | 0.467687 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_count | write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment. | 48 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | onet_task | 0 | onet_task_pct | write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment. | 1.020408 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Assist with airline flights, bookings, policies, and aviation information | 16 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Assist with airline flights, bookings, policies, and aviation information | 0.340136 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Assist with corporate finance, M&A transactions, and executive business strategy | 17 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Assist with corporate finance, M&A transactions, and executive business strategy | 0.361395 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Assist with real estate business operations, marketing, and professional services | 28 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Assist with real estate business operations, marketing, and professional services | 0.595238 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Assist with software project planning, specification generation, and development workflow management | 15 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Assist with software project planning, specification generation, and development workflow management | 0.318878 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Assist with video editing tasks and video production application development | 15 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Assist with video editing tasks and video production application development | 0.318878 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Build complete business web applications and software features from specifications | 38 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Build complete business web applications and software features from specifications | 0.807823 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Configure and automate email systems, campaigns, and technical workflows | 17 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Configure and automate email systems, campaigns, and technical workflows | 0.361395 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Configure and develop workflow automation system infrastructure and code | 15 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Configure and develop workflow automation system infrastructure and code | 0.318878 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create and format HTML email templates and marketing campaigns | 23 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create and format HTML email templates and marketing campaigns | 0.488946 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create and generate videos using AI video generation tools | 20 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create and generate videos using AI video generation tools | 0.42517 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create and implement analytics dashboards with visualizations and KPIs | 27 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create and implement analytics dashboards with visualizations and KPIs | 0.57398 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create and optimize comprehensive SEO content and strategy | 15 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create and optimize comprehensive SEO content and strategy | 0.318878 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create and optimize prompts for AI image generation tools | 21 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create and optimize prompts for AI image generation tools | 0.446429 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create and refine professional business presentations and slide decks | 37 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create and refine professional business presentations and slide decks | 0.786565 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create complete video production packages for religious and spiritual content | 21 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create complete video production packages for religious and spiritual content | 0.446429 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create comprehensive business plans, proposals, and strategic planning documents | 20 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create comprehensive business plans, proposals, and strategic planning documents | 0.42517 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create comprehensive marketing materials and promotional campaigns for businesses | 15 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create comprehensive marketing materials and promotional campaigns for businesses | 0.318878 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_count | Create educational and professional content about banking, finance, and financial institutions | 15 |
AE | country | 2026-02-05 | 2026-02-12 | Claude AI (Free, Pro, and Max) | request | 0 | request_pct | Create educational and professional content about banking, finance, and financial institutions | 0.318878 |
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