报告根据国家数据局对于“数据产品”概念的解释，结合数据要素属性和交易特性，通过两级指标进一步细化了评估维度。
在数据价值挖掘方面，通过与金融机构合作，挖掘数据在金融领域的应用场景和价值，并运用数字技术将原始数据转化为有价值的产品和服务，提供风险评估、客户画像、市场预测等创新点，满足金融机构需求。
自“数据二十条”（即《中共中央 国务院关于构建数据基础制度更好发挥数据要素作用的意见》）发布后，数据要素市场机制在探索中逐步完善，各地建立的数据交易机构是引导规则、构建生态的先锋力量和关键节点，为数据要素全国统一大市场的形成奠定了坚实基础。随着市场对数据要素的认识不断深入，场内交易的数据产品不断丰富，用户需求也日益多样化，成熟的市场机制建立离不开科学客观的监测评估。
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数字经济的重要作用、重大意义越来越突出，作为其中新锐，新兴数据产业定是重中之重。发展新兴数据产业是一项系统工程，而观其重点，是要推动数字经济人才、经营主体量质齐升，从数据汇聚、标注，再到场景创新、产品研发、市场开拓，每一个环节都可能有若干赛道，需要政企协力尤其需要企业力量，去打开市场需求的新大门。新兴数据产业是贵州明确提出要发展的三大未来产业之一，在算力、政策基础越来越稳固的环境中，相信新兴数据产业的“黔”力也是越来越大，数字经济的贡献也会越来越多。
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目前，广州数据交易所已按照数据资源化、产品化、资产化、资本化的完整链路构建起一套涵盖企业数据资产管理各阶段的实施路径。沈海介绍，首先要引导企业经由数据治理、资源盘点与质量管理，达成数据资源化；继而通过数据合规管理、产权登记及应用场景开发，实现数据产品化；随后借助数据交易与资产入表，完成数据资产化；最终以数据资产投融资等手段，推动数据资本化。他认为，通过产权登记明确数据权属关系，既可增强数据交易可信度，使金融机构在获取和使用数据时更加确信数据的来源和合法性，避免权属纠纷，降低法律风险，也可获得数据产权登记证书，作为企业融资增信的依据，拓宽企业融资渠道，促进数据要素市场的繁荣。
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杨伟民 管涛： 经济不只财政货币政策那点事 王小龙： 净息差收窄的原因分析 曹中铭： 如何破除财务造假生态链？ 皮海洲： 对上市公司穷回购应从严监管 刘晓曙： 再平衡视角看中国经济
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报告根据国家数据局对于“数据产品”概念的解释，结合数据要素属性和交易特性，通过两级指标进一步细化了评估维度。
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作为国家数据要素综合试验区之一，算力优势必须切实转化为产业优势，这也是贵州发展新兴数据产业的必然要求。目前，贵州正在探索符合区域特点的数据价值释放路径，通过“数据要素×”等方式进一步激发经营主体活力，培育了贵阳大数据交易所、数据宝、迦太利华、梦动科技等数据企业，希望壮大数据要素市场，“打造释放数据价值的标志性成果”，为西部地区推进数据要素市场化配置改革提供经验借鉴。
发展新兴数据产业，是抓牢新一轮科技革命和产业变革机遇的当务之急。数字赋能是新一轮科技革命和产业变革的基本特征和动力之源，我们也看到，数字经济的新趋势，是人工智能牵引和诠释科技创新、产业革新。数字科技融入人们的传统生产生活场景后，在认知模式、生产方式都被深度重构的同时，也极大拉近了人们与预想目标甚至未知世界的距离，生产效率和生活便捷度都在不断出现各种前所未有的新变化，这或许就是数据价值开发、培育新兴数据产业的意义所在。
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同时，广州数据交易所贯彻落实《行动计划》提出的“以推进数据要素协同优化、复用增效、融合创新作用发挥为重点”的指导思想，通过构建全链条服务体系，着力促进金融领域释放数据乘数效应。
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深化数据要素市场化配置改革、构建以数据为关键要素的数字经济，发展数据产业是重要举措。去年底，国家发展改革委等部门《关于促进数据产业高质量发展的指导意见》明确指出，数据产业是利用现代信息技术对数据资源进行产品或服务开发，并推动其流通应用所形成的新兴产业，包括数据采集汇聚、计算存储、流通交易、开发利用、安全治理和数据基础设施建设等。贵州做强做优数字经济，促进数据产业高质量发展是题中应有之义。
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其次是稳健系数指标的整体得分也较低，得分差异的主要原因在于数据授权机制变化带来潜在合规风险，数据来源披露不充分，以及使用规范缺乏明确界定。从稳健系数指标细分来看，北京国际大数据交易所得分最高。
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目前，广州数据交易所已按照数据资源化、产品化、资产化、资本化的完整链路构建起一套涵盖企业数据资产管理各阶段的实施路径。沈海介绍，首先要引导企业经由数据治理、资源盘点与质量管理，达成数据资源化；继而通过数据合规管理、产权登记及应用场景开发，实现数据产品化；随后借助数据交易与资产入表，完成数据资产化；最终以数据资产投融资等手段，推动数据资本化。他认为，通过产权登记明确数据权属关系，既可增强数据交易可信度，使金融机构在获取和使用数据时更加确信数据的来源和合法性，避免权属纠纷，降低法律风险，也可获得数据产权登记证书，作为企业融资增信的依据，拓宽企业融资渠道，促进数据要素市场的繁荣。
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