Name: 📜Log Data For Anomaly Detection📊
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

📜Log Data For Anomaly Detection📊

Context

This dataset can be used to analyze common log datasets for Sequence based Anomaly Detection

Content

The dataset currently consists of six different log datasets-

ADFA
AWSCTD
BGL
Hadoop
HDFS
OpenStack

Inspiration

You can perform critical analysis using this dataset.

Tables

N 400–5

@kaggle.krishd123_log_data_for_anomaly_detection.n_400_5

3.06 MB
7520 rows
401 columns


CREATE TABLE n_400_5 (
  "n_16" BIGINT,
  "n_23" BIGINT,
  "n_23_1" BIGINT,
  "n_19" BIGINT,
  "n_14" BIGINT,
  "n_14_1" BIGINT,
  "n_14_2" BIGINT,
  "n_19_1" BIGINT,
  "n_23_2" BIGINT,
  "n_23_3" BIGINT,
  "n_23_4" BIGINT,
  "n_23_5" BIGINT,
  "n_23_6" BIGINT,
  "n_23_7" BIGINT,
  "n_23_8" BIGINT,
  "n_23_9" BIGINT,
  "n_23_10" BIGINT,
  "n_23_11" BIGINT,
  "n_23_12" BIGINT,
  "n_25" BIGINT,
  "n_25_1" BIGINT,
  "n_25_2" BIGINT,
  "n_23_13" BIGINT,
  "n_23_14" BIGINT,
  "n_23_15" BIGINT,
  "n_23_16" BIGINT,
  "n_23_17" BIGINT,
  "n_23_18" BIGINT,
  "n_23_19" BIGINT,
  "n_23_20" BIGINT,
  "n_23_21" BIGINT,
  "n_23_22" BIGINT,
  "n_23_23" BIGINT,
  "n_23_24" BIGINT,
  "n_23_25" BIGINT,
  "n_23_26" BIGINT,
  "n_23_27" BIGINT,
  "n_23_28" BIGINT,
  "n_23_29" BIGINT,
  "n_23_30" BIGINT,
  "n_27" BIGINT,
  "n_11" BIGINT,
  "n_12" BIGINT,
  "n_23_31" BIGINT,
  "n_5" BIGINT,
  "n_31" BIGINT,
  "n_34" BIGINT,
  "n_38" BIGINT,
  "n_41" BIGINT,
  "n_34_1" BIGINT,
  "n_45" BIGINT,
  "n_31_1" BIGINT,
  "n_48" BIGINT,
  "n_34_2" BIGINT,
  "n_38_1" BIGINT,
  "n_41_1" BIGINT,
  "n_34_3" BIGINT,
  "n_51" BIGINT,
  "n_56" BIGINT,
  "n_57" BIGINT,
  "n_34_4" BIGINT,
  "n_34_5" BIGINT,
  "n_32" BIGINT,
  "n_34_6" BIGINT,
  "n_34_7" BIGINT,
  "n_54" BIGINT,
  "n_54_1" BIGINT,
  "n_60" BIGINT,
  "n_63" BIGINT,
  "n_5_1" BIGINT,
  "n_5_2" BIGINT,
  "n_65" BIGINT,
  "n_19_2" BIGINT,
  "n_5_3" BIGINT,
  "n_65_1" BIGINT,
  "n_68" BIGINT,
  "n_68_1" BIGINT,
  "n_51_1" BIGINT,
  "n_69" BIGINT,
  "n_73" BIGINT,
  "n_80" BIGINT,
  "n_67" BIGINT,
  "n_70" BIGINT,
  "n_70_1" BIGINT,
  "n_70_2" BIGINT,
  "n_12_1" BIGINT,
  "n_82" BIGINT,
  "n_27_1" BIGINT,
  "n_11_1" BIGINT,
  "n_12_2" BIGINT,
  "n_27_2" BIGINT,
  "n_11_2" BIGINT,
  "n_12_3" BIGINT,
  "n_19_3" BIGINT,
  "n_36" BIGINT,
  "n_19_4" BIGINT,
  "n_19_5" BIGINT,
  "n_19_6" BIGINT,
  "n_27_3" BIGINT,
  "n_27_4" BIGINT
);

N 400–6

@kaggle.krishd123_log_data_for_anomaly_detection.n_400_6

3.97 MB
9435 rows
401 columns


CREATE TABLE n_400_6 (
  "n_16" BIGINT,
  "n_23" BIGINT,
  "n_23_1" BIGINT,
  "n_19" BIGINT,
  "n_14" BIGINT,
  "n_14_1" BIGINT,
  "n_14_2" BIGINT,
  "n_19_1" BIGINT,
  "n_23_2" BIGINT,
  "n_23_3" BIGINT,
  "n_23_4" BIGINT,
  "n_23_5" BIGINT,
  "n_23_6" BIGINT,
  "n_23_7" BIGINT,
  "n_23_8" BIGINT,
  "n_23_9" BIGINT,
  "n_23_10" BIGINT,
  "n_23_11" BIGINT,
  "n_23_12" BIGINT,
  "n_25" BIGINT,
  "n_25_1" BIGINT,
  "n_25_2" BIGINT,
  "n_23_13" BIGINT,
  "n_23_14" BIGINT,
  "n_23_15" BIGINT,
  "n_23_16" BIGINT,
  "n_23_17" BIGINT,
  "n_23_18" BIGINT,
  "n_23_19" BIGINT,
  "n_23_20" BIGINT,
  "n_23_21" BIGINT,
  "n_23_22" BIGINT,
  "n_23_23" BIGINT,
  "n_23_24" BIGINT,
  "n_23_25" BIGINT,
  "n_23_26" BIGINT,
  "n_23_27" BIGINT,
  "n_23_28" BIGINT,
  "n_23_29" BIGINT,
  "n_23_30" BIGINT,
  "n_27" BIGINT,
  "n_11" BIGINT,
  "n_12" BIGINT,
  "n_23_31" BIGINT,
  "n_5" BIGINT,
  "n_31" BIGINT,
  "n_34" BIGINT,
  "n_38" BIGINT,
  "n_41" BIGINT,
  "n_34_1" BIGINT,
  "n_45" BIGINT,
  "n_31_1" BIGINT,
  "n_48" BIGINT,
  "n_34_2" BIGINT,
  "n_38_1" BIGINT,
  "n_41_1" BIGINT,
  "n_34_3" BIGINT,
  "n_51" BIGINT,
  "n_56" BIGINT,
  "n_57" BIGINT,
  "n_34_4" BIGINT,
  "n_34_5" BIGINT,
  "n_32" BIGINT,
  "n_34_6" BIGINT,
  "n_34_7" BIGINT,
  "n_54" BIGINT,
  "n_54_1" BIGINT,
  "n_60" BIGINT,
  "n_63" BIGINT,
  "n_5_1" BIGINT,
  "n_5_2" BIGINT,
  "n_65" BIGINT,
  "n_19_2" BIGINT,
  "n_5_3" BIGINT,
  "n_65_1" BIGINT,
  "n_68" BIGINT,
  "n_68_1" BIGINT,
  "n_51_1" BIGINT,
  "n_69" BIGINT,
  "n_73" BIGINT,
  "n_80" BIGINT,
  "n_67" BIGINT,
  "n_70" BIGINT,
  "n_70_1" BIGINT,
  "n_70_2" BIGINT,
  "n_12_1" BIGINT,
  "n_82" BIGINT,
  "n_27_1" BIGINT,
  "n_11_1" BIGINT,
  "n_12_2" BIGINT,
  "n_27_2" BIGINT,
  "n_11_2" BIGINT,
  "n_12_3" BIGINT,
  "n_19_3" BIGINT,
  "n_36" BIGINT,
  "n_19_4" BIGINT,
  "n_19_5" BIGINT,
  "n_19_6" BIGINT,
  "n_27_3" BIGINT,
  "n_27_4" BIGINT
);

N 600–2

@kaggle.krishd123_log_data_for_anomaly_detection.n_600_2

6.21 MB
9676 rows
601 columns


CREATE TABLE n_600_2 (
  "n_16" BIGINT,
  "n_24" BIGINT,
  "n_24_1" BIGINT,
  "n_18" BIGINT,
  "n_14" BIGINT,
  "n_14_1" BIGINT,
  "n_14_2" BIGINT,
  "n_18_1" BIGINT,
  "n_24_2" BIGINT,
  "n_24_3" BIGINT,
  "n_24_4" BIGINT,
  "n_24_5" BIGINT,
  "n_24_6" BIGINT,
  "n_24_7" BIGINT,
  "n_24_8" BIGINT,
  "n_24_9" BIGINT,
  "n_24_10" BIGINT,
  "n_24_11" BIGINT,
  "n_24_12" BIGINT,
  "n_27" BIGINT,
  "n_27_1" BIGINT,
  "n_27_2" BIGINT,
  "n_24_13" BIGINT,
  "n_24_14" BIGINT,
  "n_24_15" BIGINT,
  "n_24_16" BIGINT,
  "n_24_17" BIGINT,
  "n_24_18" BIGINT,
  "n_24_19" BIGINT,
  "n_24_20" BIGINT,
  "n_24_21" BIGINT,
  "n_24_22" BIGINT,
  "n_24_23" BIGINT,
  "n_24_24" BIGINT,
  "n_24_25" BIGINT,
  "n_24_26" BIGINT,
  "n_24_27" BIGINT,
  "n_24_28" BIGINT,
  "n_24_29" BIGINT,
  "n_24_30" BIGINT,
  "n_30" BIGINT,
  "n_10" BIGINT,
  "n_13" BIGINT,
  "n_24_31" BIGINT,
  "n_3" BIGINT,
  "n_36" BIGINT,
  "n_38" BIGINT,
  "n_41" BIGINT,
  "n_46" BIGINT,
  "n_38_1" BIGINT,
  "n_51" BIGINT,
  "n_36_1" BIGINT,
  "n_54" BIGINT,
  "n_38_2" BIGINT,
  "n_41_1" BIGINT,
  "n_46_1" BIGINT,
  "n_38_3" BIGINT,
  "n_56" BIGINT,
  "n_61" BIGINT,
  "n_63" BIGINT,
  "n_38_4" BIGINT,
  "n_38_5" BIGINT,
  "n_35" BIGINT,
  "n_38_6" BIGINT,
  "n_38_7" BIGINT,
  "n_60" BIGINT,
  "n_60_1" BIGINT,
  "n_65" BIGINT,
  "n_69" BIGINT,
  "n_3_1" BIGINT,
  "n_3_2" BIGINT,
  "n_71" BIGINT,
  "n_18_2" BIGINT,
  "n_3_3" BIGINT,
  "n_71_1" BIGINT,
  "n_74" BIGINT,
  "n_74_1" BIGINT,
  "n_56_1" BIGINT,
  "n_75" BIGINT,
  "n_79" BIGINT,
  "n_86" BIGINT,
  "n_73" BIGINT,
  "n_77" BIGINT,
  "n_77_1" BIGINT,
  "n_77_2" BIGINT,
  "n_13_1" BIGINT,
  "n_88" BIGINT,
  "n_30_1" BIGINT,
  "n_10_1" BIGINT,
  "n_13_2" BIGINT,
  "n_30_2" BIGINT,
  "n_10_2" BIGINT,
  "n_13_3" BIGINT,
  "n_18_3" BIGINT,
  "n_40" BIGINT,
  "n_18_4" BIGINT,
  "n_18_5" BIGINT,
  "n_18_6" BIGINT,
  "n_30_3" BIGINT,
  "n_30_4" BIGINT
);

N 600–5

@kaggle.krishd123_log_data_for_anomaly_detection.n_600_5

4.73 MB
7520 rows
601 columns


CREATE TABLE n_600_5 (
  "n_16" BIGINT,
  "n_23" BIGINT,
  "n_23_1" BIGINT,
  "n_19" BIGINT,
  "n_14" BIGINT,
  "n_14_1" BIGINT,
  "n_14_2" BIGINT,
  "n_19_1" BIGINT,
  "n_23_2" BIGINT,
  "n_23_3" BIGINT,
  "n_23_4" BIGINT,
  "n_23_5" BIGINT,
  "n_23_6" BIGINT,
  "n_23_7" BIGINT,
  "n_23_8" BIGINT,
  "n_23_9" BIGINT,
  "n_23_10" BIGINT,
  "n_23_11" BIGINT,
  "n_23_12" BIGINT,
  "n_25" BIGINT,
  "n_25_1" BIGINT,
  "n_25_2" BIGINT,
  "n_23_13" BIGINT,
  "n_23_14" BIGINT,
  "n_23_15" BIGINT,
  "n_23_16" BIGINT,
  "n_23_17" BIGINT,
  "n_23_18" BIGINT,
  "n_23_19" BIGINT,
  "n_23_20" BIGINT,
  "n_23_21" BIGINT,
  "n_23_22" BIGINT,
  "n_23_23" BIGINT,
  "n_23_24" BIGINT,
  "n_23_25" BIGINT,
  "n_23_26" BIGINT,
  "n_23_27" BIGINT,
  "n_23_28" BIGINT,
  "n_23_29" BIGINT,
  "n_23_30" BIGINT,
  "n_27" BIGINT,
  "n_11" BIGINT,
  "n_12" BIGINT,
  "n_23_31" BIGINT,
  "n_5" BIGINT,
  "n_31" BIGINT,
  "n_34" BIGINT,
  "n_39" BIGINT,
  "n_42" BIGINT,
  "n_34_1" BIGINT,
  "n_46" BIGINT,
  "n_31_1" BIGINT,
  "n_49" BIGINT,
  "n_34_2" BIGINT,
  "n_39_1" BIGINT,
  "n_42_1" BIGINT,
  "n_34_3" BIGINT,
  "n_52" BIGINT,
  "n_57" BIGINT,
  "n_58" BIGINT,
  "n_34_4" BIGINT,
  "n_34_5" BIGINT,
  "n_32" BIGINT,
  "n_34_6" BIGINT,
  "n_34_7" BIGINT,
  "n_55" BIGINT,
  "n_55_1" BIGINT,
  "n_61" BIGINT,
  "n_64" BIGINT,
  "n_5_1" BIGINT,
  "n_5_2" BIGINT,
  "n_66" BIGINT,
  "n_19_2" BIGINT,
  "n_5_3" BIGINT,
  "n_66_1" BIGINT,
  "n_69" BIGINT,
  "n_69_1" BIGINT,
  "n_52_1" BIGINT,
  "n_70" BIGINT,
  "n_74" BIGINT,
  "n_81" BIGINT,
  "n_68" BIGINT,
  "n_71" BIGINT,
  "n_71_1" BIGINT,
  "n_71_2" BIGINT,
  "n_12_1" BIGINT,
  "n_83" BIGINT,
  "n_27_1" BIGINT,
  "n_11_1" BIGINT,
  "n_12_2" BIGINT,
  "n_27_2" BIGINT,
  "n_11_2" BIGINT,
  "n_12_3" BIGINT,
  "n_19_3" BIGINT,
  "n_36" BIGINT,
  "n_19_4" BIGINT,
  "n_19_5" BIGINT,
  "n_19_6" BIGINT,
  "n_27_3" BIGINT,
  "n_27_4" BIGINT
);

N 600–6

@kaggle.krishd123_log_data_for_anomaly_detection.n_600_6

6.01 MB
9376 rows
601 columns


CREATE TABLE n_600_6 (
  "n_16" BIGINT,
  "n_24" BIGINT,
  "n_24_1" BIGINT,
  "n_18" BIGINT,
  "n_14" BIGINT,
  "n_14_1" BIGINT,
  "n_14_2" BIGINT,
  "n_18_1" BIGINT,
  "n_24_2" BIGINT,
  "n_24_3" BIGINT,
  "n_24_4" BIGINT,
  "n_24_5" BIGINT,
  "n_24_6" BIGINT,
  "n_24_7" BIGINT,
  "n_24_8" BIGINT,
  "n_24_9" BIGINT,
  "n_24_10" BIGINT,
  "n_24_11" BIGINT,
  "n_24_12" BIGINT,
  "n_27" BIGINT,
  "n_27_1" BIGINT,
  "n_27_2" BIGINT,
  "n_24_13" BIGINT,
  "n_24_14" BIGINT,
  "n_24_15" BIGINT,
  "n_24_16" BIGINT,
  "n_24_17" BIGINT,
  "n_24_18" BIGINT,
  "n_24_19" BIGINT,
  "n_24_20" BIGINT,
  "n_24_21" BIGINT,
  "n_24_22" BIGINT,
  "n_24_23" BIGINT,
  "n_24_24" BIGINT,
  "n_24_25" BIGINT,
  "n_24_26" BIGINT,
  "n_24_27" BIGINT,
  "n_24_28" BIGINT,
  "n_24_29" BIGINT,
  "n_24_30" BIGINT,
  "n_30" BIGINT,
  "n_10" BIGINT,
  "n_13" BIGINT,
  "n_24_31" BIGINT,
  "n_3" BIGINT,
  "n_36" BIGINT,
  "n_38" BIGINT,
  "n_41" BIGINT,
  "n_46" BIGINT,
  "n_38_1" BIGINT,
  "n_51" BIGINT,
  "n_36_1" BIGINT,
  "n_54" BIGINT,
  "n_38_2" BIGINT,
  "n_41_1" BIGINT,
  "n_46_1" BIGINT,
  "n_38_3" BIGINT,
  "n_56" BIGINT,
  "n_61" BIGINT,
  "n_63" BIGINT,
  "n_38_4" BIGINT,
  "n_38_5" BIGINT,
  "n_35" BIGINT,
  "n_38_6" BIGINT,
  "n_38_7" BIGINT,
  "n_60" BIGINT,
  "n_60_1" BIGINT,
  "n_65" BIGINT,
  "n_69" BIGINT,
  "n_3_1" BIGINT,
  "n_3_2" BIGINT,
  "n_71" BIGINT,
  "n_18_2" BIGINT,
  "n_3_3" BIGINT,
  "n_71_1" BIGINT,
  "n_74" BIGINT,
  "n_74_1" BIGINT,
  "n_56_1" BIGINT,
  "n_75" BIGINT,
  "n_79" BIGINT,
  "n_86" BIGINT,
  "n_73" BIGINT,
  "n_77" BIGINT,
  "n_77_1" BIGINT,
  "n_77_2" BIGINT,
  "n_13_1" BIGINT,
  "n_88" BIGINT,
  "n_30_1" BIGINT,
  "n_10_1" BIGINT,
  "n_13_2" BIGINT,
  "n_30_2" BIGINT,
  "n_10_2" BIGINT,
  "n_13_3" BIGINT,
  "n_18_3" BIGINT,
  "n_40" BIGINT,
  "n_18_4" BIGINT,
  "n_18_5" BIGINT,
  "n_18_6" BIGINT,
  "n_30_3" BIGINT,
  "n_30_4" BIGINT
);

N 800–2

@kaggle.krishd123_log_data_for_anomaly_detection.n_800_2

8.28 MB
9613 rows
801 columns


CREATE TABLE n_800_2 (
  "n_18" BIGINT,
  "n_26" BIGINT,
  "n_26_1" BIGINT,
  "n_20" BIGINT,
  "n_16" BIGINT,
  "n_16_1" BIGINT,
  "n_16_2" BIGINT,
  "n_20_1" BIGINT,
  "n_26_2" BIGINT,
  "n_26_3" BIGINT,
  "n_26_4" BIGINT,
  "n_26_5" BIGINT,
  "n_26_6" BIGINT,
  "n_26_7" BIGINT,
  "n_26_8" BIGINT,
  "n_26_9" BIGINT,
  "n_26_10" BIGINT,
  "n_26_11" BIGINT,
  "n_26_12" BIGINT,
  "n_29" BIGINT,
  "n_29_1" BIGINT,
  "n_29_2" BIGINT,
  "n_26_13" BIGINT,
  "n_26_14" BIGINT,
  "n_26_15" BIGINT,
  "n_26_16" BIGINT,
  "n_26_17" BIGINT,
  "n_26_18" BIGINT,
  "n_26_19" BIGINT,
  "n_26_20" BIGINT,
  "n_26_21" BIGINT,
  "n_26_22" BIGINT,
  "n_26_23" BIGINT,
  "n_26_24" BIGINT,
  "n_26_25" BIGINT,
  "n_26_26" BIGINT,
  "n_26_27" BIGINT,
  "n_26_28" BIGINT,
  "n_26_29" BIGINT,
  "n_26_30" BIGINT,
  "n_32" BIGINT,
  "n_11" BIGINT,
  "n_15" BIGINT,
  "n_26_31" BIGINT,
  "n_3" BIGINT,
  "n_38" BIGINT,
  "n_40" BIGINT,
  "n_43" BIGINT,
  "n_48" BIGINT,
  "n_40_1" BIGINT,
  "n_52" BIGINT,
  "n_38_1" BIGINT,
  "n_56" BIGINT,
  "n_40_2" BIGINT,
  "n_43_1" BIGINT,
  "n_48_1" BIGINT,
  "n_40_3" BIGINT,
  "n_58" BIGINT,
  "n_63" BIGINT,
  "n_65" BIGINT,
  "n_40_4" BIGINT,
  "n_40_5" BIGINT,
  "n_37" BIGINT,
  "n_40_6" BIGINT,
  "n_40_7" BIGINT,
  "n_62" BIGINT,
  "n_62_1" BIGINT,
  "n_67" BIGINT,
  "n_71" BIGINT,
  "n_3_1" BIGINT,
  "n_3_2" BIGINT,
  "n_73" BIGINT,
  "n_20_2" BIGINT,
  "n_3_3" BIGINT,
  "n_73_1" BIGINT,
  "n_76" BIGINT,
  "n_76_1" BIGINT,
  "n_58_1" BIGINT,
  "n_77" BIGINT,
  "n_81" BIGINT,
  "n_88" BIGINT,
  "n_75" BIGINT,
  "n_79" BIGINT,
  "n_79_1" BIGINT,
  "n_79_2" BIGINT,
  "n_15_1" BIGINT,
  "n_90" BIGINT,
  "n_32_1" BIGINT,
  "n_11_1" BIGINT,
  "n_15_2" BIGINT,
  "n_32_2" BIGINT,
  "n_11_2" BIGINT,
  "n_15_3" BIGINT,
  "n_20_3" BIGINT,
  "n_42" BIGINT,
  "n_20_4" BIGINT,
  "n_20_5" BIGINT,
  "n_20_6" BIGINT,
  "n_32_3" BIGINT,
  "n_32_4" BIGINT
);

N 800–5

@kaggle.krishd123_log_data_for_anomaly_detection.n_800_5

6.41 MB
7520 rows
801 columns


CREATE TABLE n_800_5 (
  "n_17" BIGINT,
  "n_24" BIGINT,
  "n_24_1" BIGINT,
  "n_20" BIGINT,
  "n_15" BIGINT,
  "n_15_1" BIGINT,
  "n_15_2" BIGINT,
  "n_20_1" BIGINT,
  "n_24_2" BIGINT,
  "n_24_3" BIGINT,
  "n_24_4" BIGINT,
  "n_24_5" BIGINT,
  "n_24_6" BIGINT,
  "n_24_7" BIGINT,
  "n_24_8" BIGINT,
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  "n_29_4" BIGINT
);

N 800–6

@kaggle.krishd123_log_data_for_anomaly_detection.n_800_6

8.02 MB
9313 rows
801 columns


CREATE TABLE n_800_6 (
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);