2026数据科学与大数据技术一套基于Spark的猎聘网大模型相关岗位信息分析7.75-AI12.02(论文+程序代码源码+源数据集表+运行指导)定稿.zip

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2026-09-18
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收起资源包目录

bdu26bd129shizihan_Machine
- .idea
  - inspectionProfiles
    - profiles_settings.xml(174 B)
  - .gitignore(50 B)
  - encodings.xml(209 B)
  - misc.xml(189 B)
  - modules.xml(293 B)
  - salary_prediction.iml(325 B)
  - workspace.xml(2.27 KB)
- code
  - a_129shizihan.py(30.54 KB)
  - clustered_job.csv(1.51 MB)
  - clustered_job1.csv(1.51 MB)
  - elbow_plot.png(137.15 KB)
  - k-means.png(4.17 MB)
  - k-means1.png(3.82 MB)
  - k-means聚类_129shizihan.py(5.84 KB)
  - k-means肘部_129shizihan.py(7.55 KB)
  - XGBoost_129shizihan.py(10.11 KB)
  - 岭回归_129shizihan.py(9.58 KB)
  - 随机森林_129shizihan.py(9.75 KB)
- data
  - new.csv(1.54 MB)
- results
  - error_by_bin_all.csv(777 B)
  - error_by_bin_all.png(91.05 KB)
  - error_cdf_all.png(39.76 KB)
  - metrics.csv(977 B)
  - metrics_test.csv(347 B)
  - model_metrics.png(52.72 KB)
  - model_r2.png(16.86 KB)
  - pred_vs_true_all.png(110.94 KB)
  - predictions_test.csv(193.66 KB)
  - residual_hist_all.png(45.58 KB)
  - residual_vs_pred_all.png(134.29 KB)
  - summary.txt(869 B)
- results1
  - rf_results
    - rf_all_metrics.csv(328 B)
    - rf_pred_vs_true.png(60.99 KB)
    - rf_r2_split.png(23.61 KB)
    - rf_residual_hist.png(27.63 KB)
    - rf_summary.txt(415 B)
    - rf_test_metrics.csv(117 B)
    - rf_test_metrics.png(21.05 KB)
    - rf_test_predictions.csv(73.86 KB)
  - ridge_results
    - ridge_all_metrics.csv(329 B)
    - ridge_pred_vs_true.png(63.73 KB)
    - ridge_r2_split.png(24.28 KB)
    - ridge_residual_hist.png(31.61 KB)
    - ridge_summary.txt(418 B)
    - ridge_test_metrics.csv(119 B)
    - ridge_test_metrics.png(22.08 KB)
    - ridge_test_predictions.csv(73.64 KB)
  - xgb_results
    - xgb_all_metrics.csv(331 B)
    - xgb_pred_vs_true.png(60.22 KB)
    - xgb_r2_split.png(24.29 KB)
    - xgb_residual_hist.png(30.8 KB)
    - xgb_summary.txt(416 B)
    - xgb_test_metrics.csv(119 B)
    - xgb_test_metrics.png(23.89 KB)
    - xgb_test_predictions.csv(63.65 KB)
- main_129shizihan.py(4.72 KB)
- new.csv(1.54 MB)
- README.txt(1.2 KB)
数据集
- new.csv(1.54 MB)
bdu26bd129shizihan_yucemoxing
- .idea
  - inspectionProfiles
    - profiles_settings.xml(174 B)
  - .gitignore(50 B)
  - bdu26bd129shizihan_yucemoxing.iml(325 B)
  - misc.xml(411 B)
  - modules.xml(277 B)
  - workspace.xml(3.99 KB)
  - 石子涵.iml(325 B)
- code
  - 预测_129shizihan.py(16.33 KB)
- data
  - new.csv(1.54 MB)
- results
  - rf_results
    - rf_all_metrics.csv(331 B)
    - rf_pred_vs_true.png(66.44 KB)
    - rf_r2_split.png(23.54 KB)
    - rf_residual_hist.png(27.86 KB)
    - rf_summary.txt(634 B)
    - rf_test_metrics.csv(119 B)
    - rf_test_metrics.png(26.05 KB)
    - rf_test_predictions.csv(71.24 KB)
  - ridge_results
    - ridge_all_metrics.csv(338 B)
    - ridge_pred_vs_true.png(70.77 KB)
    - ridge_r2_split.png(24.21 KB)
    - ridge_residual_hist.png(30.67 KB)
    - ridge_summary.txt(639 B)
    - ridge_test_metrics.csv(122 B)
    - ridge_test_metrics.png(22.77 KB)
    - ridge_test_predictions.csv(73.53 KB)
  - xgb_results
    - xgb_all_metrics.csv(336 B)
    - xgb_pred_vs_true.png(66.65 KB)
    - xgb_r2_split.png(24.23 KB)
    - xgb_residual_hist.png(32.79 KB)
    - xgb_summary.txt(635 B)
    - xgb_test_metrics.csv(122 B)
    - xgb_test_metrics.png(27 KB)
    - xgb_test_predictions.csv(63.16 KB)
  - best_model_xgb.joblib(1.62 MB)
  - error_by_bin_all.csv(786 B)
  - error_by_bin_all.png(97.25 KB)
  - error_cdf_all.png(41 KB)
  - metrics.csv(988 B)
  - metrics_test.csv(353 B)
  - model_metrics.png(59.68 KB)
  - model_r2.png(17.3 KB)
  - pred_vs_true_all.png(111.16 KB)
  - predictions_test.csv(193.61 KB)
  - preprocessor.joblib(212.19 KB)
  - residual_hist_all.png(43.18 KB)
  - residual_vs_pred_all.png(128.48 KB)
  - summary.txt(881 B)
- templates
  - index.html(7.34 KB)
- app_129shizihan.py(17.11 KB)
- main_129shizihan.py(617 B)
bdu26bd129shizihan_shujuzhengli
- .idea
  - inspectionProfiles
    - profiles_settings.xml(174 B)
  - .gitignore(50 B)
  - .name(18 B)
  - bdu26bd129shizihan_shujuzhengli.iml(395 B)
  - encodings.xml(239 B)
  - misc.xml(299 B)
  - modules.xml(321 B)
  - workspace.xml(4.01 KB)
- big
  - __pycache__
  - static
    - css
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      - loading-1.gif(701 B)
    - font
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      - DS-DIGIB.TTF(24.31 KB)
      - DS-DIGII.TTF(24.1 KB)
      - DS-DIGIT.TTF(24.88 KB)
    - images
      - 0274.png(59.32 KB)
      - 032.jpg(2.45 MB)
      - 0507.png(103.34 KB)
      - 058.png(846.44 KB)
      - 064.png(1.63 MB)
      - 0641.png(3.16 MB)
      - 0642.png(1.25 MB)
      - 066.png(58.69 KB)
      - 0679.png(5.38 MB)
      - 0999.png(533.05 KB)
      - 104.jpg(429.22 KB)
      - 133.gif(3.97 MB)
      - 137.gif(1.74 MB)
      - 15.png(3.65 MB)
      - 190.png(6.23 MB)
      - 1head_bg.png(112.71 KB)
      - 4.png(1.64 MB)
      - bg.jpg(94.19 KB)
      - bg1.jpg(252.24 KB)
      - bg2.jpg(5.55 MB)
      - bg4.jpg(156.11 KB)
      - head_bg.png(479.87 KB)
      - head_bg1.png(7.7 KB)
      - jt1.png(71.9 KB)
      - lbx.png(133.63 KB)
      - lbx1.png(81.26 KB)
      - lbx2.png(111.93 KB)
      - lbx4.png(599.32 KB)
      - loading.gif(701 B)
      - map.gif(3.28 MB)
      - map1.png(302.1 KB)
    - js
      - echarts.min.js(2.3 MB)
      - jquery.js(82.4 KB)
      - js.js(24.83 KB)
  - templates
    - index.html(4.33 KB)
  - views
    - __pycache__
    - dbConn_129shizihan.py(404 B)
    - index_129shizihan.py(2.77 KB)
    - order_129shizihan.py(191 B)
  - __init___129shizihan.py(436 B)
- pa
  - __pycache__
  - d
    - brotlicommon.dll(131.5 KB)
    - brotlidec.dll(47 KB)
    - myhook.dll(8 KB)
  - __init___129shizihan.py(519 B)
  - huai_129shizihan.py(4.4 KB)
  - tang_129shizihan.py(4.72 KB)
  - unse_129shizihan.py(7 KB)
- venv
  - Lib
    - site-packages
      - async_generator
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        _impl.cpython-310.pyc(8.33 KB)
        _util.cpython-310.pyc(3.23 KB)
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        _tests
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        __init__.cpython-310.pyc(181 B)
        conftest.cpython-310.pyc(998 B)
        test_async_generator.cpython-310.pyc(24.8 KB)
        test_util.cpython-310.pyc(6.99 KB)
        __init__.py(0 B)
        conftest.py(1.18 KB)
        test_async_generator.py(27.28 KB)
        test_util.py(6.22 KB)
        __init__.py(454 B)
        _impl.py(15.73 KB)
        _util.py(4.26 KB)
        _version.py(21 B)
      - async_generator-1.10.dist-info
        INSTALLER(4 B)
        METADATA(4.76 KB)
        RECORD(1.58 KB)
        top_level.txt(16 B)
        WHEEL(92 B)
      - async_generator-stubs
        __init__.pyi(1.92 KB)
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        _funcs.cpython-310.pyc(10.6 KB)
        _make.cpython-310.pyc(73.14 KB)
        _next_gen.cpython-310.pyc(24.92 KB)
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        _next_gen.py(25.66 KB)
        _typing_compat.pyi(469 B)
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        exceptions.py(1.93 KB)
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        filters.py(1.75 KB)
        filters.pyi(208 B)
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        setters.pyi(584 B)
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      - attrs
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        __init__.py(1.16 KB)
        __init__.pyi(9.2 KB)
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      - attrs-25.4.0.dist-info
        licenses
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      - certifi
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        core.cpython-310.pyc(1.36 KB)
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        __main__.py(243 B)
        cacert.pem(264.6 KB)
        core.py(3.31 KB)
        py.typed(0 B)
      - certifi-2026.1.4.dist-info
        licenses
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        top_level.txt(8 B)
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      - certifi-stubs
        __init__.pyi(51 B)
        METADATA.toml(53 B)
      - cffi
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        error.cpython-310.pyc(1.44 KB)
        ffiplatform.cpython-310.pyc(3.22 KB)
        lock.cpython-310.pyc(408 B)
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        vengine_cpy.cpython-310.pyc(35 KB)
        vengine_gen.cpython-310.pyc(20.69 KB)
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        __init__.py(511 B)
        _cffi_errors.h(3.82 KB)
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        _embedding.h(18.35 KB)
        _imp_emulation.py(2.89 KB)
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        md.cp310-win_amd64.pyd(10.5 KB)
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bdu26bd129shizihan_fenxi
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bdu26bd129shizihan_daping
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数据科学与大数据技术基于Spark的猎聘网大模型相关岗位信息分析7.75-AI12.02_1.docx(4.44 MB)
readme.txt(1.49 KB)

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