ayanhouse/data_jobs

data_jobs数据集是一个由Luke Barousse在2023年收集和处理的真实世界数据分析职位发布数据集。该数据集通过机器人从Google抓取，来源多样，涵盖了数据分析领域的各种职位信息。数据集包含多个字段，如职位标题（包括标准化后的短标题和原始标题）、工作地点、发布平台、工作日程类型、远程工作标识、发布日期、是否要求学位、是否提供健康保险、国家信息、薪资率、平均年薪和时薪、公司名称，以及通过NLP技术提取的技能列表和技能类型字典。这些数据可用于分析数据相关职位的市场趋势、技能需求和薪资水平。完整数据集可在datanerd.tech访问。The data_jobs dataset is a collection of real-world data analytics job postings from 2023, collected and processed by Luke Barousse. It was scraped by a bot from Google, with data coming from a variety of sources. The dataset includes multiple fields such as job titles (both cleaned/standardized short titles and original full titles), job location, posting platform, schedule type, remote work indicator, posting date, degree requirement mentions, health insurance mentions, country extracted from location, salary rate, average yearly and hourly salaries, company name, and skills extracted via NLP techniques including lists of relevant skills and dictionaries mapping skill types. This data can be used to analyze market trends, skill demands, and salary levels in data-related jobs. The full dataset is available at datanerd.tech.