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数据分析人才培养与建议——基于数据挖掘招聘信息 被引量:3
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作者 黄智柯 程贞敏 《软件》 2021年第4期23-27,共5页
乘着"互联网+"和大数据环境下的东风,越来越多的数据科技公司如雨后春笋般涌现,社会对于数据分析人才需求也急剧增长。本文通过从拉勾网上爬取了数据分析有关的招聘信息,对采集的1337条数据进行文本挖掘,从数据分析岗位的工... 乘着"互联网+"和大数据环境下的东风,越来越多的数据科技公司如雨后春笋般涌现,社会对于数据分析人才需求也急剧增长。本文通过从拉勾网上爬取了数据分析有关的招聘信息,对采集的1337条数据进行文本挖掘,从数据分析岗位的工作地点等需求特征进行描述,对需要掌握的技能展开分析,并探讨影响薪资的主要因素。结果表明:数据分析岗在新兴行业居多,一线城市需求量大,且在不同条件下需求特征也有差异;需掌握SQL、Python等工具;薪资受工作经验的影响最大。分析结果为今后的学习以及有志成为数据分析领域方面的人才提供职业发展上的帮助。使高校通过对市场需求更加明确对学生的培养方向,为国家培养更多优秀的数据类人才给出具体的建议。 展开更多
关键词 数据分析 大数据 数据挖掘 文本挖掘 人才需求
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A Comparative Study on the Buoyancy of Resting Eggs from Different Artemia Populations, with Emphasis on Its Relationships with Habitat Salinity and Biometric Characters of Resting Eggs
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作者 ZHOU Jiaxuan huang zhike +1 位作者 GUO Yan SUN Shichun 《Journal of Ocean University of China》 SCIE CAS CSCD 2022年第6期1585-1596,共12页
The buoyancy of Artemia resting eggs is a feature with both biological and economic importance.Since the buoyancy of resting eggs is dependent on the specific weight of the eggs or salinity of ambient water,we suppose... The buoyancy of Artemia resting eggs is a feature with both biological and economic importance.Since the buoyancy of resting eggs is dependent on the specific weight of the eggs or salinity of ambient water,we suppose that habitat salinity may exert a selection pressure on resting egg buoyancy,and thereby lower habitat salinity may result in better floating capacity of resting eggs and vice versa.In this study,we compared the floating capacity of resting eggs from 25 Artemia populations.The results showed that the floating capacity of resting eggs varied greatly among different populations.The minimum salinity to float some eggs varied from 0 to 180.The salinity at which all resting eggs floated varied from 80 to 320.The FS_(50)(salinity with 50%eggs floating)of Zhundong and Yuncheng population was not detectable(over 50%eggs floating in distilled water),that of Kyêbxang Co population was 4.3,while the maximum value found in Dabancheng population was 234.5.In terms of the‘apparent specific weight’of resting eggs,18 populations exhibited a single-peak distribution pattern,while the other 7 populations showed a multiple-peak or non-peak distribution.Negative correlations were found between FS50 and chorion thickness,and between FS_(50) and the volume percentage of the chorion in eggs,supporting a previous standpoint that shell thickness was a determinative factor for the floating capacity of resting eggs.A positive correlation was determined between FS50 and habitat salinity.The hypothesis that habitat salinity may cause a directional selection on the buoyancy of resting eggs seems to be true. 展开更多
关键词 brine shrimp CYST floating capacity shell thickness
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