2026数据科学与大数据技术一套基于机器学习的京东智能电视销售数据分析与可视化8.93-AI9.04(论文+程序代码源码+原始源数据集表+启动说明)定稿.zip

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2026-09-18
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收起资源包目录

bdu26bd119liuyumingProject0225
- .idea
  - inspectionProfiles
    - profiles_settings.xml(174 B)
  - .gitignore(190 B)
  - bdu26bd119liuyumingProject0225.iml(415 B)
  - misc.xml(303 B)
  - modules.xml(319 B)
  - workspace.xml(8.42 KB)
- .venv
  - Lib
    - site-packages
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        cli
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        base_command.py(8.52 KB)
        cmdoptions.py(29.33 KB)
        command_context.py(774 B)
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        main_parser.py(4.24 KB)
        parser.py(10.56 KB)
        progress_bars.py(1.92 KB)
        req_command.py(18.01 KB)
        spinners.py(5 KB)
        status_codes.py(116 B)
        __init__.py(132 B)
        commands
        cache.py(7.4 KB)
        check.py(1.74 KB)
        completion.py(3.89 KB)
        configuration.py(9.58 KB)
        debug.py(6.44 KB)
        download.py(5.21 KB)
        freeze.py(3.1 KB)
        hash.py(1.66 KB)
        help.py(1.11 KB)
        index.py(4.68 KB)
        inspect.py(3.11 KB)
        install.py(28.26 KB)
        list.py(12.17 KB)
        search.py(5.56 KB)
        show.py(6.27 KB)
        uninstall.py(3.79 KB)
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        __init__.py(3.79 KB)
        distributions
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        installed.py(729 B)
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        __init__.py(858 B)
        index
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        package_finder.py(36.99 KB)
        sources.py(6.4 KB)
        __init__.py(30 B)
        locations
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        _distutils.py(5.96 KB)
        _sysconfig.py(7.5 KB)
        __init__.py(15 KB)
        metadata
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        _dists.py(7.99 KB)
        _envs.py(7.26 KB)
        __init__.py(107 B)
        base.py(24.68 KB)
        pkg_resources.py(9.54 KB)
        _json.py(2.53 KB)
        __init__.py(4.18 KB)
        models
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        direct_url.py(6.77 KB)
        format_control.py(2.46 KB)
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        installation_report.py(2.55 KB)
        link.py(20.33 KB)
        scheme.py(738 B)
        search_scope.py(4.53 KB)
        selection_prefs.py(1.86 KB)
        target_python.py(3.77 KB)
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        __init__.py(63 B)
        network
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        cache.py(2.09 KB)
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        operations
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        __init__.py(596 B)
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        euctwprober.py(1.71 KB)
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        mbcharsetprober.py(3.63 KB)
        mbcsgroupprober.py(2.08 KB)
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        resultdict.py(402 B)
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        universaldetector.py(14.5 KB)
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        version.py(244 B)
        __init__.py(4.68 KB)
        colorama
        tests
        ansitowin32_test.py(10.43 KB)
        ansi_test.py(2.77 KB)
        initialise_test.py(6.58 KB)
        isatty_test.py(1.82 KB)
        utils.py(1.05 KB)
        winterm_test.py(3.62 KB)
        __init__.py(75 B)
        ansi.py(2.46 KB)
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        initialise.py(3.25 KB)
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        __init__.py(266 B)
        distlib
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        database.py(50.49 KB)
        index.py(20.35 KB)
        locators.py(50.77 KB)
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        markers.py(4.94 KB)
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        resources.py(10.57 KB)
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        t32.exe(95.5 KB)
        t64-arm.exe(178.5 KB)
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        util.py(64.71 KB)
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        distro
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        idnadata.py(43.33 KB)
        intranges.py(1.84 KB)
        package_data.py(21 B)
        uts46data.py(201.7 KB)
        __init__.py(849 B)
        msgpack
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        ext.py(5.94 KB)
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        packaging
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        tags.py(15.33 KB)
        utils.py(4.1 KB)
        version.py(14.32 KB)
        _manylinux.py(11.22 KB)
        _musllinux.py(4.28 KB)
        _structures.py(1.4 KB)
        __about__.py(661 B)
        __init__.py(497 B)
        pkg_resources
        __init__.py(106.8 KB)
        platformdirs
        android.py(7.04 KB)
        api.py(6.96 KB)
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        unix.py(8.6 KB)
        version.py(160 B)
        windows.py(9.35 KB)
        __init__.py(19.68 KB)
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        pygments
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        __init__.py(39.44 KB)
        formatters
        bbcode.py(3.24 KB)
        groff.py(4.97 KB)
        html.py(34.78 KB)
        img.py(21.42 KB)
        irc.py(4.86 KB)
        latex.py(18.9 KB)
        other.py(4.95 KB)
        pangomarkup.py(2.16 KB)
        rtf.py(4.9 KB)
        svg.py(7.16 KB)
        terminal.py(4.56 KB)
        terminal256.py(11.48 KB)
        _mapping.py(4.08 KB)
        __init__.py(5.3 KB)
        lexers
        python.py(52.17 KB)
        _mapping.py(70.59 KB)
        __init__.py(11.85 KB)
        styles
        __init__.py(3.61 KB)
        cmdline.py(23.13 KB)
        console.py(1.66 KB)
        filter.py(1.89 KB)
        formatter.py(4.08 KB)
        lexer.py(33.81 KB)
        modeline.py(986 B)
        plugin.py(2.53 KB)
        regexopt.py(3 KB)
        scanner.py(3.02 KB)
        sphinxext.py(6.72 KB)
        style.py(6.11 KB)
        token.py(6.04 KB)
        unistring.py(61.74 KB)
        util.py(9.99 KB)
        __init__.py(2.91 KB)
        __main__.py(353 B)
        pyparsing
        diagram
        __init__.py(23.65 KB)
        actions.py(6.41 KB)
        common.py(13.07 KB)
        core.py(219.18 KB)
        exceptions.py(9.3 KB)
        helpers.py(37.74 KB)
        results.py(26.07 KB)
        testing.py(13.17 KB)
        unicode.py(10.4 KB)
        util.py(8.47 KB)
        __init__.py(8.9 KB)
        pyproject_hooks
        _in_process
        _in_process.py(10.67 KB)
        __init__.py(546 B)
        _compat.py(138 B)
        _impl.py(11.64 KB)
        __init__.py(491 B)
        requests
        adapters.py(19.24 KB)
        api.py(6.3 KB)
        auth.py(9.95 KB)
        certs.py(575 B)
        compat.py(1.26 KB)
        cookies.py(18.13 KB)
        exceptions.py(3.73 KB)
        help.py(3.79 KB)
        hooks.py(733 B)
        models.py(34.46 KB)
        packages.py(695 B)
        sessions.py(29.66 KB)
        status_codes.py(4.14 KB)
        structures.py(2.84 KB)
        utils.py(32.68 KB)
        _internal_utils.py(1.46 KB)
        __init__.py(5.05 KB)
        __version__.py(435 B)
        resolvelib
        compat
        collections_abc.py(156 B)
        __init__.py(0 B)
        providers.py(5.73 KB)
        reporters.py(1.56 KB)
        resolvers.py(20.03 KB)
        structs.py(4.85 KB)
        __init__.py(537 B)
        rich
        abc.py(890 B)
        align.py(10.13 KB)
        ansi.py(6.74 KB)
        bar.py(3.19 KB)
        box.py(9.61 KB)
        cells.py(4.4 KB)
        color.py(17.8 KB)
        color_triplet.py(1.03 KB)
        columns.py(6.96 KB)
        console.py(96.89 KB)
        constrain.py(1.26 KB)
        containers.py(5.37 KB)
        control.py(6.47 KB)
        default_styles.py(7.89 KB)
        diagnose.py(972 B)
        emoji.py(2.44 KB)
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        file_proxy.py(1.64 KB)
        highlighter.py(9.36 KB)
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        live_render.py(3.58 KB)
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        markup.py(8.01 KB)
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        padding.py(4.85 KB)
        pager.py(828 B)
        palette.py(3.32 KB)
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        pretty.py(35.01 KB)
        progress.py(58.31 KB)
        progress_bar.py(7.97 KB)
        prompt.py(11.04 KB)
        protocol.py(1.36 KB)
        region.py(166 B)
        repr.py(4.33 KB)
        rule.py(4.49 KB)
        scope.py(2.78 KB)
        screen.py(1.55 KB)
        segment.py(23.68 KB)
        spinner.py(4.24 KB)
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        style.py(26.44 KB)
        styled.py(1.23 KB)
        syntax.py(34.35 KB)
        table.py(38.75 KB)
        terminal_theme.py(3.29 KB)
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        theme.py(3.69 KB)
        themes.py(102 B)
        traceback.py(28.91 KB)
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        _cell_widths.py(9.86 KB)
        _emoji_codes.py(136.95 KB)
        _emoji_replace.py(1.04 KB)
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        _fileno.py(799 B)
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        _palettes.py(6.9 KB)
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        _ratio.py(5.34 KB)
        _spinners.py(19.45 KB)
        _stack.py(351 B)
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        _win32_console.py(22.29 KB)
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        _windows_renderer.py(2.72 KB)
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        tenacity
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        before_sleep.py(2.32 KB)
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        tomli
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        urllib3
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        ntlmpool.py(4.42 KB)
        pyopenssl.py(16.68 KB)
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        _appengine_environ.py(957 B)
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        packages
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        weakref_finalize.py(5.22 KB)
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        util
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        proxy.py(1.57 KB)
        queue.py(498 B)
        request.py(3.9 KB)
        response.py(3.43 KB)
        retry.py(21.49 KB)
        ssltransport.py(6.73 KB)
        ssl_.py(16.77 KB)
        ssl_match_hostname.py(5.62 KB)
        timeout.py(9.93 KB)
        url.py(13.96 KB)
        wait.py(5.28 KB)
        __init__.py(1.13 KB)
        connection.py(19.82 KB)
        connectionpool.py(39.05 KB)
        exceptions.py(8.02 KB)
        fields.py(8.38 KB)
        filepost.py(2.38 KB)
        poolmanager.py(19.29 KB)
        request.py(5.84 KB)
        response.py(29.92 KB)
        _collections.py(10.56 KB)
        _version.py(64 B)
        __init__.py(3.25 KB)
        webencodings
        labels.py(8.77 KB)
        mklabels.py(1.27 KB)
        tests.py(6.41 KB)
        x_user_defined.py(4.21 KB)
        __init__.py(10.33 KB)
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        typing_extensions.py(108.53 KB)
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        __init__.py(4.85 KB)
        py.typed(286 B)
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        __main__.py(854 B)
        __pip-runner__.py(1.41 KB)
      - pip-23.2.1.dist-info
        AUTHORS.txt(9.85 KB)
        entry_points.txt(125 B)
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        LICENSE.txt(1.07 KB)
        METADATA(4.14 KB)
        RECORD(70.71 KB)
        top_level.txt(4 B)
        WHEEL(92 B)
      - __pycache__
        _virtualenv.cpython-312.pyc(4.12 KB)
      - pip-23.2.1.virtualenv(0 B)
      - _virtualenv.pth(18 B)
      - _virtualenv.py(4.33 KB)
  - Scripts
    - activate(2.19 KB)
    - activate.bat(1.03 KB)
    - activate.fish(3 KB)
    - activate.nu(2.7 KB)
    - activate.ps1(1.62 KB)
    - activate_this.py(1.3 KB)
    - deactivate.bat(537 B)
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    - pip.exe(105.88 KB)
    - pip3.12.exe(105.88 KB)
    - pip3.exe(105.88 KB)
    - pydoc.bat(24 B)
    - python.exe(263.77 KB)
    - pythonw.exe(252.27 KB)
  - .gitignore(42 B)
  - pyvenv.cfg(238 B)
- bdu26bd119liuyumingbrandanalysis
  - __pycache__
    - analysissrc119liuyuming.cpython-312.pyc(3.19 KB)
    - analysissrc119liuyuming.cpython-313.pyc(3.21 KB)
    - configsrc119liuyuming.cpython-312.pyc(1.86 KB)
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    - plotsrc119liuyuming.cpython-312.pyc(18.08 KB)
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    - preprocesssrc119liuyuming.cpython-312.pyc(7.69 KB)
    - preprocesssrc119liuyuming.cpython-313.pyc(7.76 KB)
  - analysissrc119liuyuming.py(2.22 KB)
  - configsrc119liuyuming.py(1.72 KB)
  - ioutilsrc119liuyuming.py(807 B)
  - mainsrc119liuyuming.py(3.29 KB)
  - plotsrc119liuyuming.py(13.39 KB)
  - preprocesssrc119liuyuming.py(4.99 KB)
- bdu26bd119liuyumingcrawler
  - JD.py(3.27 KB)
  - 评论.py(2.61 KB)
- bdu26bd119liuyumingkmeansanalysis
  - bdu26bd119liuyumingoutputkmeansanalysis
    - bdu26bd119liuyumingfigskmeansanalysis
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      - bar_product_cluster_size_kmeanssrc119liuyuming.png(260.79 KB)
      - line_brand_best_k_kmeanssrc119liuyuming.png(198.42 KB)
      - line_product_best_k_kmeanssrc119liuyuming.png(208.49 KB)
      - scatter_brand_cluster_compare_kmeanssrc119liuyuming.png(382.01 KB)
      - scatter_brand_cluster_pca_kmeanssrc119liuyuming.png(264.93 KB)
      - scatter_product_cluster_pca_kmeanssrc119liuyuming.png(733.25 KB)
    - bdu26bd119liuyumingtableskmeansanalysis
      - brand_detail_kmeanssrc119liuyuming.csv(2.99 KB)
      - brand_feature_transformed_kmeanssrc119liuyuming.csv(3.04 KB)
      - brand_model_score_kmeanssrc119liuyuming.csv(576 B)
      - brand_pca_point_kmeanssrc119liuyuming.csv(1.3 KB)
      - brand_profile_kmeanssrc119liuyuming.csv(921 B)
      - product_detail_kmeanssrc119liuyuming.csv(172.55 KB)
      - product_feature_transformed_kmeanssrc119liuyuming.csv(73.22 KB)
      - product_model_score_kmeanssrc119liuyuming.csv(762 B)
      - product_pca_point_kmeanssrc119liuyuming.csv(143.81 KB)
      - product_profile_kmeanssrc119liuyuming.csv(1.17 KB)
  - __pycache__
    - analysiskmeanssrc119liuyuming.cpython-312.pyc(16.5 KB)
    - analysiskmeanssrc119liuyuming.cpython-313.pyc(16.3 KB)
    - configkmeanssrc119liuyuming.cpython-312.pyc(2.37 KB)
    - configkmeanssrc119liuyuming.cpython-313.pyc(2.39 KB)
    - ioutilkmeanssrc119liuyuming.cpython-312.pyc(1.54 KB)
    - ioutilkmeanssrc119liuyuming.cpython-313.pyc(1.55 KB)
    - plotkmeanssrc119liuyuming.cpython-312.pyc(14.13 KB)
    - plotkmeanssrc119liuyuming.cpython-313.pyc(14.1 KB)
    - preprocesskmeanssrc119liuyuming.cpython-312.pyc(7.34 KB)
    - preprocesskmeanssrc119liuyuming.cpython-313.pyc(7.52 KB)
  - analysiskmeanssrc119liuyuming.py(23.28 KB)
  - configkmeanssrc119liuyuming.py(2.5 KB)
  - ioutilkmeanssrc119liuyuming.py(1.14 KB)
  - mainkmeanssrc119liuyuming.py(2.97 KB)
  - plotkmeanssrc119liuyuming.py(15.17 KB)
  - preprocesskmeanssrc119liuyuming.py(6.51 KB)
- bdu26bd119liuyumingsentimentanalysis
  - bdu26bd119liuyumingoutputsentimentanalysis
    - bdu26bd119liuyumingfigssentimentanalysis
      - sentiment_brand_positive_pct119liuyuming.png(50.23 KB)
      - sentiment_brand_stacked_bar119liuyuming.png(83.06 KB)
      - sentiment_keywords_top10119liuyuming.png(97.24 KB)
      - sentiment_model_comparison119liuyuming.png(97.69 KB)
      - sentiment_overall_pie119liuyuming.png(75.72 KB)
      - sentiment_snownlp_vs_score119liuyuming.png(248.94 KB)
    - bdu26bd119liuyumingtablessentimentanalysis
      - sentiment_brand_avg_score119liuyuming.csv(136 B)
      - sentiment_brand_sentiment119liuyuming.csv(216 B)
      - sentiment_model_comparison119liuyuming.csv(160 B)
      - sentiment_monthly_trend119liuyuming.csv(1.51 KB)
      - sentiment_product_sentiment119liuyuming.csv(3.59 KB)
  - __pycache__
    - analysissentimentsrc119liuyuming.cpython-310.pyc(8.31 KB)
    - analysissentimentsrc119liuyuming.cpython-313.pyc(13.05 KB)
    - configsentimentsrc119liuyuming.cpython-310.pyc(2.59 KB)
    - configsentimentsrc119liuyuming.cpython-313.pyc(2.86 KB)
    - ioutilsentimentsrc119liuyuming.cpython-310.pyc(1.86 KB)
    - ioutilsentimentsrc119liuyuming.cpython-313.pyc(2.65 KB)
    - plotsentimentsrc119liuyuming.cpython-310.pyc(9.45 KB)
    - plotsentimentsrc119liuyuming.cpython-313.pyc(15.18 KB)
    - preprocesssentimentsrc119liuyuming.cpython-310.pyc(5.81 KB)
    - preprocesssentimentsrc119liuyuming.cpython-313.pyc(9.19 KB)
  - analysissentimentsrc119liuyuming.py(11.68 KB)
  - configsentimentsrc119liuyuming.py(2.72 KB)
  - ioutilsentimentsrc119liuyuming.py(1.79 KB)
  - mainsentimentsrc119liuyuming.py(4.01 KB)
  - plotsentimentsrc119liuyuming.py(11.23 KB)
  - preprocesssentimentsrc119liuyuming.py(7.12 KB)
- bdu26bd119liuyumingsizeanalysis
  - bdu26bd119liuyumingoutputsizeanalysis
    - bdu26bd119liuyumingfigssizeanalysis
      - bar_size_distribution_sizesrc119liuyuming.png(401.29 KB)
      - box_size_price_distribution_sizesrc119liuyuming.png(269.76 KB)
      - bubble_size_price_comment_sizesrc119liuyuming.png(409.83 KB)
      - combo_size_price_comment_sizesrc119liuyuming.png(694.43 KB)
      - donut_size_band_share_sizesrc119liuyuming.png(293.04 KB)
      - heatmap_brand_size_sizesrc119liuyuming.png(316.95 KB)
    - bdu26bd119liuyumingtablessizeanalysis
      - brand_size_heatmap_sizesrc119liuyuming.csv(371 B)
      - price_comment_scatter_sizesrc119liuyuming.csv(2.27 KB)
      - size_band_summary_sizesrc119liuyuming.csv(597 B)
      - size_detail_sizesrc119liuyuming.csv(249.74 KB)
      - size_summary_sizesrc119liuyuming.csv(4.04 KB)
  - __pycache__
    - analysissizesrc119liuyuming.cpython-312.pyc(5.1 KB)
    - analysissizesrc119liuyuming.cpython-313.pyc(5.08 KB)
    - configsizesrc119liuyuming.cpython-312.pyc(1.95 KB)
    - configsizesrc119liuyuming.cpython-313.pyc(1.97 KB)
    - ioutilsizesrc119liuyuming.cpython-312.pyc(1.52 KB)
    - ioutilsizesrc119liuyuming.cpython-313.pyc(1.52 KB)
    - plotsizesrc119liuyuming.cpython-312.pyc(16.36 KB)
    - plotsizesrc119liuyuming.cpython-313.pyc(16.35 KB)
    - preprocesssizesrc119liuyuming.cpython-312.pyc(7.84 KB)
    - preprocesssizesrc119liuyuming.cpython-313.pyc(7.98 KB)
  - analysissizesrc119liuyuming.py(6.2 KB)
  - configsizesrc119liuyuming.py(1.63 KB)
  - ioutilsizesrc119liuyuming.py(1.09 KB)
  - mainsizesrc119liuyuming.py(3.1 KB)
  - plotsizesrc119liuyuming.py(15.59 KB)
  - preprocesssizesrc119liuyuming.py(6.85 KB)
- bdu26bd119liuyuming_data
  - TCL100192762872.csv(358.16 KB)
  - 小米100213401254.csv(343.36 KB)
  - 智能电视.csv(871.92 KB)
  - 海信100201511048.csv(410.47 KB)
  - 清洗后的智能电视.csv(240.01 KB)
  - 清洗后的智能电视_去除未知尺寸.csv(178.16 KB)
- output119liuyuming
  - figs119liuyuming
    - bar_brand_discount_mean_top10119liuyuming.png(92.57 KB)
    - bar_brand_heat_comment_sum119liuyuming_top10119liuyuming.png(104.64 KB)
    - bar_brand_heat_sold_sum119liuyuming_top10119liuyuming.png(113.99 KB)
    - bar_brand_price_mean_top10119liuyuming.png(93.53 KB)
    - bar_brand_price_median_top10119liuyuming.png(90.14 KB)
    - bar_brand_sku_top10119liuyuming.png(73.98 KB)
    - bar_price_band_distribution_top6brands119liuyuming.png(134.55 KB)
    - pie_brand_sku_share_top8119liuyuming.png(148.8 KB)
    - scatter_discount_vs_comment_sum119liuyuming.png(173.75 KB)
    - scatter_discount_vs_sold_sum119liuyuming.png(171.05 KB)
  - tables119liuyuming
    - brand_discount_stats_table119liuyuming.csv(1.55 KB)
    - brand_heat_table119liuyuming.csv(1.02 KB)
    - brand_price_stats_table119liuyuming.csv(1021 B)
    - brand_sku_table119liuyuming.csv(198 B)
- __pycache__
  - analysissrc119liuyuming.cpython-310.pyc(1.89 KB)
  - analysissrc119liuyuming.cpython-312.pyc(3.16 KB)
  - configsrc119liuyuming.cpython-310.pyc(1.31 KB)
  - configsrc119liuyuming.cpython-312.pyc(1.69 KB)
  - ioutilsrc119liuyuming.cpython-310.pyc(1005 B)
  - ioutilsrc119liuyuming.cpython-312.pyc(1.34 KB)
  - plotsrc119liuyuming.cpython-310.pyc(9.74 KB)
  - plotsrc119liuyuming.cpython-312.pyc(17.97 KB)
  - preprocesssrc119liuyuming.cpython-310.pyc(4.14 KB)
  - preprocesssrc119liuyuming.cpython-312.pyc(7.67 KB)
- chartsrc119liuyuming.js(22.54 KB)
- dashboarddatasrc119liuyuming.py(20.47 KB)
- data.csv(36 B)
- datasrc119liuyuming.js(62.1 KB)
- indexsrc119liuyuming.html(17.6 KB)
- mainscreensrc119liuyuming.js(24.65 KB)
- README.md(11 KB)
- READMEsrc119liuyuming.md(3.77 KB)
- requirements.txt(80 B)
- stylesrc119liuyuming.css(16.48 KB)
- 智能电视.csv(80 B)
- 项目启动说明src119liuyuming.md(10.7 KB)
数据科学与大数据技术基于机器学习的京东智能电视销售数据分析与可视化8.93-AI9.04_1.docx(3.66 MB)

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2026数据科学与大数据技术一套基于机器学习的京东智能电视销售数据分析与可视化8.93-AI9.04(论文+程序代码源码+原始源数据集表+启动说明)定稿.zip