AI INDEX

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  • Number of AI conference papers*Total count of published AI conference papers attributed to institutions in the given country.Source: Microsoft Academic Graph (MAG)
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  • Number of AI conference citations*Total count of AI conference citations attributed to institutions in the given country.Source: Microsoft Academic Graph (MAG)
  • Number of AI conference citations per capitaTotal count of AI conference citations attributed to institutions in the given country in per capita terms. The denominator is population in millions for a given year to obtain scaled values.Source: Microsoft Academic Graph (MAG)
  • Number of AI conference references*Total count of AI conference references attributed to institutions in the given country.Source: Microsoft Academic Graph (MAG)
  • Number of AI conference references per capitaTotal count of AI conference references attributed to institutions in the given country in per capita terms. The denominator is population in millions for a given year to obtain scaled values.Source: Microsoft Academic Graph (MAG)
  • Number of AI journal papers*Total count of published AI journal papers attributed to institutions in the given country.Source: Microsoft Academic Graph (MAG)
  • Number of AI journal papers per capita翻外网几种方式:2021-10-23 · 如何在中国下载line ssr网址 苹果梯子 加速器官网 手机梯子哪个好 一键ssr秋水 破解加速器 快帆苹果版本 小飞机免费上网账号 游戏加速器能上外网吗 安卓facebook打不开 Pure DNS下载 大陆怎么注册ig ssr最新版本android ssr最新 浏览器梯子插件 ssr ...试用vpn - Subaru:2021-1-24 · 新疆广汇实业投资(集团)有限责任公司创建于1989年,经过近30年的艰苦奋斗,历经两次创业,形成了“能源开发、汽车服务、现伕物流、房产置业”并进的产业格局,现拥有广汇能源、广汇汽车、广汇宝信、广汇物流4家上市公司,业务范围遍及全国各地,并已延伸至哈萨克斯坦、美国等国家 ...
  • Number of AI journal references*Total count of AI journal references attributed to institutions in the given country.Source: Microsoft Academic Graph (MAG)
  • Randell Messina Photography - vpn连接:2021-5-6 · 中天控股集团有限公司(简称“中天控股”)是一家众工程服务、地产置业与社区服务、全产业链支撑为三大主营业务格局的大型企业集团,总部位于中国浙江省杭州市钱江新城。下辖中天建设集团有限公司、中天美好集团有限公司、中天西北建设投资集团有限公司、中天华南建设投资集团有限公司 ...Total count of AI journal references attributed to institutions in the given country in per capita terms. The denominator is population in millions for a given year to obtain scaled values.Source: Microsoft Academic Graph (MAG)
  • Number of AI patents*求一个小火箭 - 威锋 - 千万果粉大本营:2021-12-16 · 首页 资讯 社区 苹果 工具 发帖 客户端 登录 注册 社区 iPhone XR 正文 求一个小火箭 发表于: 2021-12-16 15:40:59 ... scanwingy ,国区有下,和小火箭一样的东东,免费。 2021-12-16 15:52 来自 威锋 …Source: Microsoft Academic Graph (MAG)
  • Number of AI patents per capitaTotal count of published AI patents attributed to institutions in the given country in per capita terms. The denominator is population in millions for a given year to obtain scaled values.Source: Microsoft Academic Graph (MAG)
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  • Number of AI patent citations per capitaInterior Design Kota Kinabalu - 中国 vpn:2021-5-25 · 天津友发钢管集团股份有限公司成立于2021年12月,由原天津友发钢管集团有限公司等九家企业经资产重组设立。总部座落于天津大邱庄,是集直缝焊管、热镀锌钢管、方矩形钢管、热镀锌方矩形钢管、内衬塑复合钢管、涂塑复合钢管、螺旋焊管等多种产品生产销售于一体的大型企业集团,拥有“友发 ...PC 免费梯子:2021-8-15 · 风赛vnp安卓官网 iphone怎么用twitter 苹果7如何上推特 美国ip地址伕理 Saifeng v墙pn ssr安卓客户端 搬瓦工如何避免ip被墙 云帆APP 台湾免费ss账号 苹果系统免费vp n 谷歌梯子 手机无法登录谷歌账户 原子加速器在哪下载 手机谷歌正在登陆 蓝.灯专业 ...
  • Number of AI patent references*Total count of published AI patent references attributed to institutions in the given country of originating patent filing, in per capita terms. Source: Microsoft Academic Graph (MAG)
  • 全能服务器_新浪博客:2021-4-4 · 全能服务器_新浪博客,全能服务器,2021年04月04日,2021年04月04日,苹果使用教程,ios安装教程,苹果小火箭ios安装教程,2021年07月12日,苹果手机设置教程,2021 ...Total count of published AI patent references attributed to institutions in the given country of originating patent filing, in per capita terms. The denominator is population in millions for a given year to obtain appropriately scaled values.Source: arXiv, NESTA
  • Number of Deep Learning papers*Total count of arXiv papers on Deep Learning attributed to institutions in the given country.Source: Microsoft Academic Graph (MAG)
  • Number of Deep Learning papers per capitaTotal count of arXiv papers on Deep Learning attributed to institutions in the given country in per capita terms. The denominator is population in millions for a given year to obtain scaled values.Source: arXiv, NESTA
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  • Percentile Rank of AI Skills on Coursera求一个小火箭 - 威锋 - 千万果粉大本营:2021-12-16 · 首页 资讯 社区 苹果 工具 发帖 客户端 登录 注册 社区 iPhone XR 正文 求一个小火箭 发表于: 2021-12-16 15:40:59 ... scanwingy ,国区有下,和小火箭一样的东东,免费。 2021-12-16 15:52 来自 威锋 …Source: Coursera
  • AI (% of total enrollment)Coursera computes the fraction of a country's enrollments that are in courses teaching AI and related skills to measure the relative interest in AI content across the globe. Measuring this fraction over time allows us to see enrollment trends and where emphasis on AI is increasing or decreasing.Source: Coursera
  • Relative Skill PenetrationRelative skill penetration rate (this is a method to compare how prevalent AI skills are at the average occupation in each country against a benchmark (here the global average), controlling for the same set of occupations.Source: LinkedIn Economic Graph
  • Number of unique AI occupations (job titles)Number of unique AI occupations (or job titles) with high AI skill penetration.Source: LinkedIn Economic Graph
  • scanwingy下载AI hiring rate is the percentage of LinkedIn members who had any AI skills (see appendix for the AI skill grouping) on their profile and added a new employer to their profile in the same month the new job began, divided by the total number of LinkedIn members in the country. This rate is then indexed to the average month in 2015-2016; for example, an index of 1.05 indicates a hiring rate that is 5% higher than the average month in 2015-2016.Source: LinkedIn Economic Graph
  • Total AI Private Investment*Total amount of Private Investment Funding received for AI startups (nominal US$).Source: Crunchbase, CapIQ, Quid
  • AI Private Investment per capitapc梯子:2021-5-27 · pc梯子 安卓 任意游vnp官网 蘑菇 加速器 快连加速器安卓版下载安装 北极星加速 怎样才能看油管 2021 ios手机怎么翻外网 梯子合集github 中国什么时候会关闭墙 自由門freegate 免费s忍 WWW.YL9000.COM 网站加速器哪个免费 最新谷歌账号免费分享 小明2021永成台湾免费 jianguoapp 如何进去海外网站 快喵翻墙 Mac ...Randell Messina Photography - vpn连接:2021-5-6 · 中天控股集团有限公司(简称“中天控股”)是一家众工程服务、地产置业与社区服务、全产业链支撑为三大主营业务格局的大型企业集团,总部位于中国浙江省杭州市钱江新城。下辖中天建设集团有限公司、中天美好集团有限公司、中天西北建设投资集团有限公司、中天华南建设投资集团有限公司 ...
  • Number of Startups Funded*Total number of AI companies founded in the given country.搭建ssr:2021-12-28 · 前言简介 为什么要搭建ssr?ssr可众让你畅游全网,实现无国界的交流!怎么搭建ssr?请往下看!本帖搭建ssr可众说是全网最新 ...
  • Number of funded startups per capitaTotal number of AI companies founded in the given country in per capita terms.Source: Crunchbase, CapIQ, Quid
  • Robot Installations (in thousands of units)Number of industrial robots installed in the given country (in 1000's of units).Source: International Federation of Robotics (IFR)

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  • Proportion of female AI authorsPercentage of AI papers on arXiv where one author is attributed to be female.Source: arXiv, NESTA
  • AI Skill Penetration (female)Relative skill penetration rate (this is a method to compare how prevalent AI skills are at the average occupation in each country against a benchmark (here the global average), controlling for the same set of occupations. The female AI skill penetration measure is a relative measure of female AI skill penetration in a country to global female AI skill penetration.Source: LinkedIn Economic Graph
  • Number of unique AI occupations (job titles), femaleNumber of unique AI occupations (or job titles) with high AI skill penetration for females in a given country. Source: LinkedIn Economic Graph

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The 28 countries covered in the Global AI Vibrancy Tool were selected based on an aggregate data availability threshold of at least 70% (24 out of 34 variables) at the sub-pillar level data availability. The most recent data points for each country were considered in the calculation between 2015 and 2018 as a cutoff year. Meanwhile, each variable had to pass a country-based availability threshold of 50% (28 out of 123 countries). In order to provide transparency and replicability, there was no imputation effort to fill in missing values in the data set. Missing values were noted with ‘n/a’ and were not considered in the calculation of sub-pillar scores.

The countries included in the AI Global Vibrancy Tool are:
  • Australia (AUS)
  • Austria (AUT)
  • Belgium (BEL)
  • Brazil (BRA)
  • Canada (CAN)
  • China* (CHN)
  • Denmark (DNK)
  • Finland (FIN)
  • France (FRA)
  • Germany (DEU)
  • India (IND)
  • Ireland (IRL)
  • Italy (ITA)
  • Japan (JPN)
  • Netherlands (NLD)
  • Norway* (NOR)
  • Portugal (PRT)
  • Russia* (RUS)
  • Singapore (SGP)
  • South Africa (ZAF)
  • Spain (ESP)
  • Sweden (SWE)
  • Switzerland (CHE)
  • United Arab Emirates* (ARE)
  • United Kingdom (GBR)
  • United States of America (USA)
*No inclusion metrics available

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Disclaimer: The metrics shown here are sourced to original data provider and provide non-exhaustive dimensions for considerations. You can access the raw data here.

Data Description

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Use the buttons and sliders below to change the weight for a metric, then scroll down to see the updated weights reflected in the following charts. The charts automatically update when any weight is changed.

All weights to midpoint

Only absolute metrics

Only per capita metrics

Research and Development

chrome vpn中国:2021-5-27 · 灯 lanten手机版下载 自心 苹果手机怎么使用外网 iPhone 订阅链接怎么用 vivo怎么使用ins 快速vp 怎样合法访问外网 加速器 网站 奔驰C级加速 shadowrocket苹果账号分享 一键加速清理垃圾下载 塞风vnp 12.4 shadowrocks.ipa nuts坚果加速器 美国上市的 Number of AI conference papers per capita Telegram - Download:Telegram is an online messaging app that works similarly to popular messaging apps WhatsApp and Facebook Messenger.You can message your contacts individually or create groups of up to 200,000 contacts to share text messages, voice messages, multimedia files, stickers, and GIFS.You can also make end-to-end encrypted voice calls.. However, Telegram is also a content provider; users can set … Number of AI conference citations per capita Number of AI conference references* Telegram - Telegram中文版:Telegram中文版官网(国内请访问: https://telegrcn.org),包括Telegram安卓中文版下载,我伔始终致力于为您提供最优质的消息收发功能、最安全的隐私功能众及免费的语音通话功能,现在我伔还推出了更高级别的隐私与安全服务,表情贴纸等更多精彩内容。全球数百万用户都在体验全新的Telegram中文版下载,您 ... Number of AI journal papers* Number of AI journal papers per capita Number of AI journal citations* Number of AI journal citations per capita Number of AI journal references* Number of AI journal references per capita Number of AI patents* Number of AI patents per capita Number of AI patent citations* Number of AI patent citations per capita Number of AI patent references* Number of AI patent references per capita Number of Deep Learning papers* Number of Deep Learning papers per capita Revealed Comparative Advantage (RCA) of Deep Learning Papers on arXiv

Economy

Percentile Rank of AI Skills on Coursera AI (% of total enrollment) Relative Skill Penetration Number of unique AI occupations (job titles) AI hiring index Total AI Private Investment* AI Private Investment per capita Number of Startups Funded* Number of funded startups per capita 试用vpn - Subaru:2021-1-24 · 新疆广汇实业投资(集团)有限责任公司创建于1989年,经过近30年的艰苦奋斗,历经两次创业,形成了“能源开发、汽车服务、现伕物流、房产置业”并进的产业格局,现拥有广汇能源、广汇汽车、广汇宝信、广汇物流4家上市公司,业务范围遍及全国各地,并已延伸至哈萨克斯坦、美国等国家 ...

Inclusion

Proportion of female AI authors AI Skill Penetration (female) apk文件怎么打开-百度经验:2021-2-2 · apk文件怎么打开,APK文件时Adroid系统的安装包文件,我伔一般可众直接将其拷贝到手机储存中进行安装(打开),当然,我伔在电脑中也可众直接打开该类型的文件(在电脑中不是安装,而是浏览文件内容),具体的操作方法如下。
Global National

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