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研究生论文python数据、数据挖掘

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数据分析研究生毕业论文,其中包含了NBA的球员数据分析,咖啡连锁店的销售业绩分析和预测,情感数据分析,股票基金数据分析预测,面包店数据挖掘和分析。其中包含了csv的样本,和python的代码,包括本人nau的毕业答辩的代码。代码中包含了情感分析,SVR回归模型、ARIMA时间回归模型、多元线性回归模型,线性回归模型,文本预处理,词汇表示:使用TF-IDF向量化器,划分训练集和测试集,计算准确率混淆矩阵,包包含了大数据可视化图。
# noqa # type: ignore # flake8: noqa # pylint: skip-file # mypy: ignore-errors # yapf: disable # pylama:skip=1 # *** PLEASE DO NOT MODIFY DIRECTLY: Automatically generated code *** VERSION = "2.16.3" import re from .fastjsonschema_exceptions import JsonSchemaValueException REGEX_PATTERNS = { '^.*$': re.compile('^.*$'), '.+': re.compile('.+'), '^.+$': re.compile('^.+$'), 'idn-email_re_pattern': re.compile('^[^@]+@[^@]+\\.[^@]+\\Z') } NoneType = type(None) def validate(data, custom_formats={}, name_prefix=None): validate_https___packaging_python_org_en_latest_specifications_declaring_build_dependencies(data, custom_formats, (name_prefix or "data") + "") return data def validate_https___packaging_python_org_en_latest_specifications_declaring_build_dependencies(data, custom_formats={}, name_prefix=None): if not isinstance(data, (dict)): raise JsonSchemaValueException("" + (name_prefix or "data") + " must be object", value=data, name="" + (name_prefix or "data") + "", definition={'$schema': 'http://json-schema.org/draft-07/schema', '$id': 'https://packaging.python.org/en/latest/specifications/declaring-build-dependencies/', 'title': 'Data structure for ``pyproject.toml`` files', '$$description': ['File format containing build-time configurations for the Python ecosystem. ', ':pep:`517` initially defined a build-system independent format for source trees', 'which was complemented by :pep:`518` to provide a way of specifying dependencies ', 'for building Python projects.', 'Please notice the ``project`` table (as initially defined in :pep:`621`) is not included', 'in this schema and should be considered separately.'], 'type': 'object', 'additionalProperties': False, 'properties': {'build-system': {'type': 'object', 'description': 'Table used to store build-related data', 'additionalProperties': False, 'properties': {'requires': {'type': 'array', '$$description': ['List of dependencies in the :pep:`508` format required to execute the build', 'system. Please notice that the resulting dependency graph', '**MUST NOT contain cycles**'], 'items': {'type': 'string'}}, 'build-backend': {'type': 'string', 'description': 'Python object that will be used to perform the build according to :pep:`517`', 'format': 'pep517-backend-reference'}, 'backend-path': {'type': 'array', '$$description': ['List of directories to be prepended to ``sys.path`` when loading the', 'back-end, and running its hooks'], 'items': {'type': 'string', '$comment': 'Should be a path (TODO: enforce it with format?)'}}}, 'required': ['requires']}, 'project': {'$schema': 'http://json-schema.org/draft-07/schema', '$id': 'https://packaging.python.org/en/latest/specifications/declaring-project-metadata/', 'title': 'Package metadata stored in the ``project`` table', '$$description': ['Data structure for the **project** table inside ``pyproject.toml``', '(as initially defined in :pep:`621`)'], 'type': 'object', 'properties': {'name': {'type': 'string', 'description': 'The name (primary identifier) of the project. MUST be statically defined.', 'format': 'pep508-identifier'}, 'version': {'type': 'string', 'description': 'The version of the project as supported by :pep:`440`.', 'format': 'pep440'}, 'description': {'type': 'string', '$$description': ['The `summary description of the project', '`_']}, 'readme': {'$$description': ['`Full/detailed description of the project in the form of a README', '`_', "with meaning similar to the one defined in `core metadata's Description", '`_'], 'oneOf': [{'type': 'string', '$$description': ['Relative path to a text file (UTF-8) containing the full description', 'of the project. If the file path ends in case-insensitive ``.md`` or', '``.rst`` suffixes, then the content-type is respectively', '``text/markdown`` or ``text/x-rst``']}, {'type': 'object', 'allOf': [{'anyOf': [{'properties': {'file': {'type': 'string', '$$description': ['Relative path to a text file containing the full description', 'of the project.']}}, 'required': ['file']}, {'properties': {'text': {'type': 'string', 'description': 'Full text describing the project.'}}, 'required': ['text']}]}, {'properties': {'content-type': {'type': 'string', '$$description': ['Content-type (:rfc:`1341`) of the full description', '(e.g. ``text/markdown``). The ``charset`` parameter is assumed', 'UTF-8 when not present.'], '$comment': 'TODO: add regex pattern or format?'}}, 'required': ['content-type']}]}]}, 'requires-python': {'type': 'string', 'format': 'pep508-versionspec', '$$description': ['`The Python version requirements of the project', '`_.']}, 'license': {'description': '`Project license `_.', 'oneOf': [{'properties': {'file': {'type': 'string', '$$description': ['Relative path to the file (UTF-8) which contains the license for the', 'project.']}}, 'required': ['file']}, {'properties': {'text': {'type': 'string', '$$description': ['The license of the project whose meaning is that of the', '`License field from the core metadata', '`_.']}}, 'required': ['text']}]}, 'authors': {'type': 'array', 'items': {'$ref': '#/definitions/author'}, '$$description': ["The people or organizations considered to be the 'authors' of the project.", 'The exact meaning is open to interpretation (e.g. original or primary authors,', 'current maintainers, or owners of the package).']}, 'maintainers': {'type': 'array', 'items': {'$ref': '#/definitions/author'}, '$$description': ["The people or organizations considered to be the 'maintainers' of the project.", 'Similarly to ``authors``, the exact meaning is open to interpretation.']}, 'keywords': {'type': 'array', 'items': {'type': 'string'}, 'description': 'List of keywords to assist searching for the distribution in a larger catalog.'}, 'classifiers': {'type': 'array', 'items': {'type': 'string', 'format': 'trove-classifier', 'description': '`PyPI classifier `_.'}, '$$description': ['`Trove classifiers `_', 'which apply to the project.']}, 'urls': {'type': 'object', 'description': 'URLs associated with the project in the form ``label => value``.', 'additionalProperties': False, 'patternProperties': {'^.+$': {'type': 'string', 'format': 'url'}}}, 'scripts': {'$ref': '#/definitions/entry-point-group', '$$description': ['Instruct the installer to create command-line wrappers for the given', '`entry points `_.']}, 'gui-scripts': {'$ref': '#/definitions/entry-point-group', '$$description': ['Instruct the installer to create GUI wrappers for the given', '`entry points `_.', 'The difference between ``scripts`` and ``gui-scripts`` is only relevant in', 'Windows.']}, 'entry-points': {'$$description': ['Instruct the installer to expose the given modules/functions via', '``entry-point`` discovery mechanism (useful for plugins).', 'More information available in the `Python packaging guide', '`_.'], 'propertyNames': {'format': 'python-entrypoint-group'}, 'additionalProperties': False, 'patternProperties': {'^.+$': {'$ref': '#/definitions/entry-point-group'}}}, 'dependencies': {'type': 'array', 'description': 'Project (mandatory) dependencies.', 'items': {'$ref': '#/definitions/dependency'}}, 'optional-dependencies': {'type': 'object', 'description': 'Optional dependency for the project', 'propertyNames': {'format': 'pep508-identifier'}, 'additionalProperties': False, 'patternProperties': {'^.+$': {'type': 'array', 'items': {'$ref': '#/definitions/dependency'}}}

资源文件列表:

analysis.zip 大约有1268个文件
  1. analysis/
  2. analysis/.git/
  3. analysis/.git/COMMIT_EDITMSG 10B
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  9. analysis/.git/hooks/
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  16. analysis/.git/hooks/pre-merge-commit.sample 416B
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  18. analysis/.git/hooks/pre-rebase.sample 4.78KB
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  20. analysis/.git/hooks/prepare-commit-msg.sample 1.46KB
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  22. analysis/.git/hooks/sendemail-validate.sample 2.25KB
  23. analysis/.git/hooks/update.sample 3.56KB
  24. analysis/.git/index 4.39KB
  25. analysis/.git/info/
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基于Vue.js和SpringBoot的校园资产管理系统,分为用户前台和管理后台,可以给管理员、普通用户角色使用,包括校园资产模块、资产借用模块、资产维修模块、资产报废模块、入库管理模块和系统基础模块,项目编号T249。 项目录屏:https://www.bilibili.com/video/BV1QH4y1w7zs 启动教程:https://www.bilibili.com/video/BV1pW4y1P7GR 项目讲解视频:https://space.bilibili.com/417412814/channel/collectiondetail?sid=2242844
校园资产管理系统 JAVA+Vue+SpringBoot+MySQL 校园资产管理系统 JAVA+Vue+SpringBoot+MySQL 校园资产管理系统 JAVA+Vue+SpringBoot+MySQL
人事管理系统 JAVA+Vue+SpringBoot+MySQL
基于Vue.js和SpringBoot的老年一站式服务平台,分为用户前台和管理后台,可以给管理员、员工角色使用,包括员工管理模块、请假管理模块、问卷管理模块、财务报销模块、公告管理模块和系统基础模块,项目编号T248。 项目录屏:https://www.bilibili.com/video/BV1Py411B7mj 启动教程:https://www.bilibili.com/video/BV1pW4y1P7GR 项目讲解视频:https://space.bilibili.com/417412814/channel/collectiondetail?sid=2242844
人事管理系统 JAVA+Vue+SpringBoot+MySQL 人事管理系统 JAVA+Vue+SpringBoot+MySQL 人事管理系统 JAVA+Vue+SpringBoot+MySQL
老年一站式服务平台 JAVA+Vue+SpringBoot+MySQL
基于Vue.js和SpringBoot的老年一站式服务平台,分为用户前台和管理后台,可以给管理员、员工、普通用户角色使用,包括商品信息模块、任务信息模块、接单任务模块、员工管理模块、店铺信息模块和系统基础模块,项目编号T247。 项目录屏:https://www.bilibili.com/video/BV1h4421U7iL 启动教程:https://www.bilibili.com/video/BV1pW4y1P7GR 项目讲解视频:https://space.bilibili.com/417412814/channel/collectiondetail?sid=2242844