List of sources:
- http://odds.cs.stonybrook.edu/
- https://sevvandi.netlify.app/post/2021-01-23-anomaly-detection-datasets/
- https://www.dbs.ifi.lmu.de/research/outlier-evaluation/
- https://compete.hexagon-ml.com/practice/competition/39/#
- https://www.cs.ucr.edu/~eamonn/time_series_data/
- https://yahooresearch.tumblr.com/post/114590420346/a-benchmark-dataset-for-time-series-anomaly
- https://resources.sei.cmu.edu/library/asset-view.cfm?assetid=508099
Current local database:
List of relations
Schema | Name | Type | Owner | Persistence | Size | Description
--------+---------------------------------------------------------+-------+-------+-------------+---------+-------------
public | abalone | table | rahul | permanent | 40 MB |
public | ionosphere | table | rahul | permanent | 144 kB |
public | mice | table | rahul | permanent | 170 MB |
public | nab_artificial_noanomaly | table | rahul | permanent | 1360 kB |
public | nab_artificial_withanomaly | table | rahul | permanent | 1720 kB |
public | nab_realadexchange | table | rahul | permanent | 10 MB |
public | nab_realcloudwatch | table | rahul | permanent | 5008 kB |
public | nab_realknowncause | table | rahul | permanent | 5424 kB |
public | nab_realtraffic | table | rahul | permanent | 968 kB |
public | nab_realtwitter | table | rahul | permanent | 8128 kB |
public | ucr_acsf1 | table | rahul | permanent | 17 MB |
public | ucr_adiac | table | rahul | permanent | 8128 kB |
public | ucr_all_gesture_wiimote_x | table | rahul | permanent | 26 MB |
public | ucr_all_gesture_wiimote_y | table | rahul | permanent | 26 MB |
public | ucr_all_gesture_wiimote_z | table | rahul | permanent | 26 MB |
public | ucr_arrow_head | table | rahul | permanent | 3160 kB |
public | ucr_beef | table | rahul | permanent | 1704 kB |
public | ucr_beetle_fly | table | rahul | permanent | 1248 kB |
public | ucr_bird_chicken | table | rahul | permanent | 1248 kB |
public | ucr_bme | table | rahul | permanent | 1400 kB |
public | ucr_car | table | rahul | permanent | 4120 kB |
public | ucr_cbf | table | rahul | permanent | 7048 kB |
public | ucr_chinatown | table | rahul | permanent | 560 kB |
public | ucr_chlorine_concentration | table | rahul | permanent | 41 MB |
public | ucr_cin_cecg_torso | table | rahul | permanent | 134 MB |
public | ucr_coffee | table | rahul | permanent | 984 kB |
public | ucr_computers | table | rahul | permanent | 21 MB |
public | ucr_cricket_x | table | rahul | permanent | 13 MB |
public | ucr_cricket_y | table | rahul | permanent | 13 MB |
public | ucr_cricket_z | table | rahul | permanent | 13 MB |
public | ucr_crop | table | rahul | permanent | 63 MB |
public | ucr_diatom_size_reduction | table | rahul | permanent | 6576 kB |
public | ucr_distal_phalanx_outline_age_group | table | rahul | permanent | 2584 kB |
public | ucr_distal_phalanx_outline_correct | table | rahul | permanent | 4168 kB |
public | ucr_distal_phalanx_tw | table | rahul | permanent | 2584 kB |
public | ucr_dodger_loop_day | table | rahul | permanent | 2720 kB |
public | ucr_dodger_loop_game | table | rahul | permanent | 2720 kB |
public | ucr_dodger_loop_weekend | table | rahul | permanent | 2720 kB |
public | ucr_earthquakes | table | rahul | permanent | 14 MB |
public | ucr_ecg200 | table | rahul | permanent | 1176 kB |
public | ucr_ecg5000 | table | rahul | permanent | 40 MB |
public | ucr_ecg_five_days | table | rahul | permanent | 7112 kB |
public | ucr_electric_devices | table | rahul | permanent | 92 MB |
public | ucr_eog_horizontal_signal | table | rahul | permanent | 52 MB |
public | ucr_eog_vertical_signal | table | rahul | permanent | 52 MB |
public | ucr_ethanol_level | table | rahul | permanent | 101 MB |
public | ucr_face_all | table | rahul | permanent | 17 MB |
public | ucr_face_four | table | rahul | permanent | 2352 kB |
public | ucr_faces_ucr | table | rahul | permanent | 17 MB |
public | ucr_fifty_words | table | rahul | permanent | 14 MB |
public | ucr_fish | table | rahul | permanent | 9576 kB |
public | ucr_ford_a | table | rahul | permanent | 141 MB |
public | ucr_ford_b | table | rahul | permanent | 128 MB |
public | ucr_freezer_regular_train | table | rahul | permanent | 52 MB |
public | ucr_freezer_small_train | table | rahul | permanent | 50 MB |
public | ucr_fungi | table | rahul | permanent | 2456 kB |
public | ucr_gesture_mid_air_d1 | table | rahul | permanent | 6704 kB |
public | ucr_gesture_mid_air_d2 | table | rahul | permanent | 6704 kB |
public | ucr_gesture_mid_air_d3 | table | rahul | permanent | 6704 kB |
public | ucr_gesture_pebble_z1 | table | rahul | permanent | 7632 kB |
public | ucr_gesture_pebble_z2 | table | rahul | permanent | 7632 kB |
public | ucr_gun_point | table | rahul | permanent | 1808 kB |
public | ucr_gun_point_age_span | table | rahul | permanent | 4024 kB |
public | ucr_gun_point_male_versus_female | table | rahul | permanent | 4024 kB |
public | ucr_gun_point_old_versus_young | table | rahul | permanent | 4024 kB |
public | ucr_ham | table | rahul | permanent | 5472 kB |
public | ucr_hand_outlines | table | rahul | permanent | 213 MB |
public | ucr_haptics | table | rahul | permanent | 29 MB |
public | ucr_herring | table | rahul | permanent | 3896 kB |
public | ucr_house_twenty | table | rahul | permanent | 18 MB |
public | ucr_inline_skate | table | rahul | permanent | 70 MB |
public | ucr_insect_epg_regular_train | table | rahul | permanent | 11 MB |
public | ucr_insect_epg_small_train | table | rahul | permanent | 9448 kB |
public | ucr_insect_wingbeat_sound | table | rahul | permanent | 32 MB |
public | ucr_italy_power_demand | table | rahul | permanent | 1592 kB |
public | ucr_large_kitchen_appliances | table | rahul | permanent | 31 MB |
public | ucr_lightning2 | table | rahul | permanent | 4576 kB |
public | ucr_lightning7 | table | rahul | permanent | 2728 kB |
public | ucr_mallat | table | rahul | permanent | 141 MB |
public | ucr_meat | table | rahul | permanent | 3208 kB |
public | ucr_medical_images | table | rahul | permanent | 6688 kB |
public | ucr_melbourne_pedestrian | table | rahul | permanent | 5176 kB |
public | ucr_middle_phalanx_outline_age_group | table | rahul | permanent | 2648 kB |
public | ucr_middle_phalanx_outline_correct | table | rahul | permanent | 4240 kB |
public | ucr_middle_phalanx_tw | table | rahul | permanent | 2648 kB |
public | ucr_missing_value_and_variable_length_datasets_adjusted | table | rahul | permanent | 0 bytes |
public | ucr_mixed_shapes_regular_train | table | rahul | permanent | 172 MB |
public | ucr_mixed_shapes_small_train | table | rahul | permanent | 149 MB |
public | ucr_mote_strain | table | rahul | permanent | 6328 kB |
public | ucr_non_invasive_fetal_ecg_thorax1 | table | rahul | permanent | 162 MB |
public | ucr_non_invasive_fetal_ecg_thorax2 | table | rahul | permanent | 162 MB |
public | ucr_olive_oil | table | rahul | permanent | 2056 kB |
public | ucr_osu_leaf | table | rahul | permanent | 11 MB |
public | ucr_phalanges_outlines_correct | table | rahul | permanent | 12 MB |
public | ucr_phoneme | table | rahul | permanent | 124 MB |
public | ucr_pickup_gesture_wiimote_z | table | rahul | permanent | 2000 kB |
public | ucr_pig_airway_pressure | table | rahul | permanent | 36 MB |
public | ucr_pig_art_pressure | table | rahul | permanent | 36 MB |
public | ucr_pig_cvp | table | rahul | permanent | 36 MB |
public | ucr_plaid | table | rahul | permanent | 75 MB |
public | ucr_plane | table | rahul | permanent | 1824 kB |
public | ucr_power_cons | table | rahul | permanent | 3096 kB |
public | ucr_proximal_phalanx_outline_age_group | table | rahul | permanent | 2888 kB |
public | ucr_proximal_phalanx_outline_correct | table | rahul | permanent | 4240 kB |
public | ucr_proximal_phalanx_tw | table | rahul | permanent | 2888 kB |
public | ucr_refrigeration_devices | table | rahul | permanent | 31 MB |
public | ucr_rock | table | rahul | permanent | 11 MB |
public | ucr_screen_type | table | rahul | permanent | 31 MB |
public | ucr_semg_hand_gender_ch2 | table | rahul | permanent | 78 MB |
public | ucr_semg_hand_movement_ch2 | table | rahul | permanent | 78 MB |
public | ucr_semg_hand_subject_ch2 | table | rahul | permanent | 78 MB |
public | ucr_shake_gesture_wiimote_z | table | rahul | permanent | 2144 kB |
public | ucr_shapelet_sim | table | rahul | permanent | 5928 kB |
public | ucr_shapes_all | table | rahul | permanent | 35 MB |
public | ucr_small_kitchen_appliances | table | rahul | permanent | 31 MB |
public | ucr_smooth_subspace | table | rahul | permanent | 312 kB |
public | ucr_sony_aibo_robot_surface1 | table | rahul | permanent | 2600 kB |
public | ucr_sony_aibo_robot_surface2 | table | rahul | permanent | 3792 kB |
public | ucr_star_light_curves | table | rahul | permanent | 543 MB |
public | ucr_strawberry | table | rahul | permanent | 13 MB |
public | ucr_swedish_leaf | table | rahul | permanent | 8512 kB |
public | ucr_symbols | table | rahul | permanent | 23 MB |
public | ucr_synthetic_control | table | rahul | permanent | 2160 kB |
public | ucr_toe_segmentation1 | table | rahul | permanent | 4408 kB |
public | ucr_toe_segmentation2 | table | rahul | permanent | 3392 kB |
public | ucr_trace | table | rahul | permanent | 3280 kB |
public | ucr_two_lead_ecg | table | rahul | permanent | 5648 kB |
public | ucr_two_patterns | table | rahul | permanent | 37 MB |
public | ucr_u_wave_gesture_library_all | table | rahul | permanent | 243 MB |
public | ucr_u_wave_gesture_library_x | table | rahul | permanent | 81 MB |
public | ucr_u_wave_gesture_library_y | table | rahul | permanent | 81 MB |
public | ucr_u_wave_gesture_library_z | table | rahul | permanent | 81 MB |
public | ucr_umd | table | rahul | permanent | 1632 kB |
public | ucr_wafer | table | rahul | permanent | 63 MB |
public | ucr_wine | table | rahul | permanent | 1568 kB |
public | ucr_word_synonyms | table | rahul | permanent | 14 MB |
public | ucr_worms | table | rahul | permanent | 13 MB |
public | ucr_worms_two_class | table | rahul | permanent | 13 MB |
public | ucr_yoga | table | rahul | permanent | 81 MB |
public | vast2012_node_health_ts | table | rahul | permanent | 701 MB |
public | vast2012_node_meta_data | table | rahul | permanent | 84 MB |
(141 rows)
datname | size
-----------+---------
postgres | 7893 kB
template1 | 7729 kB
template0 | 7729 kB
work | 7729 kB
anomaly | 5626 MB
(5 rows)