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Unnamed: 0
int64
photo_id
float64
photo_license_code
string
photo_original_dimensions
string
photo_url
string
photo_attribution
string
photo_flags
string
photo_moderator_actions
string
photo_hidden
bool
quality_grade
string
time_observed_at
string
taxon_geoprivacy
string
annotations
string
uuid
string
observed_on_details
string
id
float64
cached_votes_total
float64
identifications_most_agree
bool
created_at_details
string
species_guess
string
identifications_most_disagree
bool
tags
string
positional_accuracy
float64
comments_count
float64
site_id
float64
created_time_zone
string
license_code
string
observed_time_zone
string
quality_metrics
string
public_positional_accuracy
float64
reviewed_by
string
oauth_application_id
float64
flags
string
created_at
string
description
string
time_zone_offset
string
project_ids_with_curator_id
string
observed_on
string
observed_on_string
string
updated_at
string
sounds
string
place_ids
string
captive
bool
taxon
string
ident_taxon_ids
string
outlinks
string
faves_count
float64
ofvs
string
num_identification_agreements
float64
preferences
string
identification_disagreements_count
float64
comments
string
map_scale
float64
uri
string
project_ids
string
community_taxon_id
float64
geojson
string
owners_identification_from_vision
bool
identifications_count
float64
obscured
bool
num_identification_disagreements
float64
geoprivacy
string
location
string
votes
string
spam
bool
user
string
mappable
bool
identifications_some_agree
bool
project_ids_without_curator_id
string
place_guess
string
identifications
string
project_observations
string
observation_photos
string
photos
string
faves
string
non_owner_ids
string
observation_sounds
string
out_of_range
float64
context_user_geoprivacy
float64
id_please
float64
context_geoprivacy
float64
context_taxon_geoprivacy
float64
photo_filepath
image
dinov3_embedding_dinov3-vitb16-pretrain-lvd1689m_size500
string
label
string
track_id
float64
env_annotation
string
health_annotation
string
observer_annotation
string
photo_original_dimensions_width
float64
photo_original_dimensions_height
float64
observed_on_details_date
string
observed_on_details_day
float64
observed_on_details_month
float64
observed_on_details_year
float64
observed_on_details_hour
float64
observed_on_details_week
float64
created_at_details_date
string
created_at_details_day
float64
created_at_details_month
float64
created_at_details_year
float64
created_at_details_hour
float64
created_at_details_week
float64
taxon_is_active
bool
taxon_ancestry
string
taxon_min_species_ancestry
string
taxon_endemic
bool
taxon_iconic_taxon_id
float64
taxon_min_species_taxon_id
float64
taxon_threatened
bool
taxon_rank_level
float64
taxon_introduced
bool
taxon_native
bool
taxon_parent_id
float64
taxon_name
string
taxon_rank
string
taxon_extinct
bool
taxon_id
float64
taxon_ancestor_ids
string
taxon_created_at
string
taxon_default_photo
string
taxon_taxon_changes_count
float64
taxon_taxon_schemes_count
float64
taxon_observations_count
float64
taxon_photos_locked
bool
taxon_universal_search_rank
float64
taxon_flag_counts
string
taxon_current_synonymous_taxon_ids
float64
taxon_atlas_id
float64
taxon_complete_species_count
float64
taxon_wikipedia_url
string
taxon_iconic_taxon_name
string
taxon_preferred_common_name
string
preferences_prefers_community_taxon
float64
geojson_type
string
geojson_coordinates
string
user_id
float64
user_login
string
user_spam
bool
user_suspended
bool
user_created_at
string
user_site_id
float64
user_login_autocomplete
string
user_login_exact
string
user_name
string
user_name_autocomplete
string
user_orcid
string
user_icon
string
user_observations_count
float64
user_identifications_count
float64
user_journal_posts_count
float64
user_activity_count
float64
user_species_count
float64
user_annotated_observations_count
float64
user_universal_search_rank
float64
user_roles
string
user_icon_url
string
user_preferences
string
user_annotated_Alive or Dead
string
user_annotated_Alive or Dead_votes
float64
user_annotated_Evidence of Presence
string
user_annotated_Evidence of Presence_votes
float64
user_annotated_Life Stage
string
user_annotated_Life Stage_votes
float64
user_annotated_Sex
string
user_annotated_Sex_votes
float64
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float64
40
float64
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float64
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float64
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float64
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float64
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float64
photo_abspath
string
0
580,298,860
cc-by-nc
{'width': 2048, 'height': 1365}
https://inaturalist-open…98860/square.jpg
(c) Amiel Hopkins, some rights reserved (CC BY-NC)
[]
[]
false
needs_id
2023-12-17T18:10:00-04:00
open
[]
36491e28-1fc4-41f1-a0b2-9b4f8fd7ec04
{'date': '2023-12-17', 'day': 17, 'month': 12, 'year': 2023, 'hour': 18, 'week': 50}
320,915,378
0
false
{'date': '2025-10-14', 'day': 14, 'month': 10, 'year': 2025, 'hour': 16, 'week': 42}
Pteronotus quadridens
false
[]
2
0
1
America/Puerto_Rico
cc-by-nc
America/Puerto_Rico
[]
30,649
[3302397, 2020197]
null
[]
2025-10-14T16:16:30-04:00
null
-04:00
[]
2023-12-17
2023/12/17 6:10 PM
2025-10-14T16:16:30-04:00
[]
[6848, 9853, 11631, 56773, 62988, 66741, 97394, 131261, 141321]
false
{'is_active': True, 'ancestry': '48460/1/2/355675/40151/848317/848320/848324/40268/446946/446960/41215/41216', 'min_species_ancestry': '48460,1,2,355675,40151,848317,848320,848324,40268,446946,446960,41215,41216,41222', 'endemic': True, 'iconic_taxon_id': 40151, 'min_species_taxon_id': 41222, 'threatened': False, 'rank_level': 10, 'introduced': False, 'native': True, 'parent_id': 41216, 'name': 'Pteronotus quadridens', 'rank': 'species', 'extinct': False, 'id': 41222, 'ancestor_ids': [48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 41215, 41216, 41222], 'created_at': '2008-03-19T00:30:06+00:00', 'default_photo': {'id': 346815288, 'license_code': 'cc-by-nc', 'attribution': '(c) Yinan Li, some rights reserved (CC BY-NC), uploaded by Yinan Li', 'url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/346815288/square.jpg', 'original_dimensions': {'height': 1536, 'width': 2048}, 'flags': [], 'attribution_name': 'Yinan Li', 'square_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/346815288/square.jpg', 'medium_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/346815288/medium.jpg'}, 'taxon_changes_count': 0, 'taxon_schemes_count': 4, 'observations_count': 21, 'photos_locked': False, 'universal_search_rank': 21, 'flag_counts': {'resolved': 0, 'unresolved': 0}, 'current_synonymous_taxon_ids': None, 'atlas_id': None, 'complete_species_count': None, 'wikipedia_url': 'http://en.wikipedia.org/wiki/Sooty_mustached_bat', 'iconic_taxon_name': 'Mammalia', 'preferred_common_name': 'Sooty Moustached Bat'}
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 41215, 41216, 41222]
[]
0
[]
0
{'prefers_community_taxon': None}
0
[]
null
https://www.inaturalist.org/observations/320915378
[]
null
{'type': 'Point', 'coordinates': [-66.6120517382, 18.4825600355]}
false
0
true
0
obscured
18.4825600355,-66.6120517382
[]
false
{'id': 3302397, 'login': 'amielhopkins', 'spam': False, 'suspended': False, 'created_at': '2020-07-08T16:53:22+00:00', 'site_id': 1, 'login_autocomplete': 'amielhopkins', 'login_exact': 'amielhopkins', 'name': 'Amiel Hopkins', 'name_autocomplete': 'Amiel Hopkins', 'orcid': None, 'icon': 'https://static.inaturalist.org/attachments/users/icons/3302397/49ab7691814a5a82e199b52d5903ac07-thumb.jpg?1758928001', 'observations_count': 1290, 'identifications_count': 55, 'journal_posts_count': 0, 'activity_count': 1345, 'species_count': 689, 'annotated_observations_count': 0, 'universal_search_rank': 1290, 'roles': [], 'icon_url': 'https://static.inaturalist.org/attachments/users/icons/3302397/49ab7691814a5a82e199b52d5903ac07-medium.jpg?1758928001', 'preferences': {}}
true
false
[]
null
[{'id': 712314985, 'uuid': 'd6d83d0d-ffda-457c-93f8-90d7dfcfc936', 'user': {'id': 3302397, 'login': 'amielhopkins', 'spam': False, 'suspended': False, 'created_at': '2020-07-08T16:53:22+00:00', 'login_autocomplete': 'amielhopkins', 'login_exact': 'amielhopkins', 'name': 'Amiel Hopkins', 'name_autocomplete': 'Amiel Hopkins', 'orcid': None, 'icon': 'https://static.inaturalist.org/attachments/users/icons/3302397/49ab7691814a5a82e199b52d5903ac07-thumb.jpg?1758928001', 'observations_count': 1290, 'identifications_count': 55, 'journal_posts_count': 0, 'activity_count': 1345, 'species_count': 689, 'annotated_observations_count': 0, 'universal_search_rank': 1290, 'roles': [], 'site_id': 1, 'icon_url': 'https://static.inaturalist.org/attachments/users/icons/3302397/49ab7691814a5a82e199b52d5903ac07-medium.jpg?1758928001'}, 'created_at': '2025-10-14T20:16:30+00:00', 'created_at_details': {'date': '2025-10-14', 'day': 14, 'month': 10, 'year': 2025, 'hour': 20, 'week': 42}, 'body': None, 'category': 'leading', 'current': True, 'flags': [], 'own_observation': True, 'taxon_change': None, 'vision': False, 'disagreement': None, 'previous_observation_taxon_id': 41222, 'spam': False, 'taxon_id': 41222, 'hidden': False, 'moderator_actions': [], 'taxon': {'id': 41222, 'rank': 'species', 'rank_level': 10, 'iconic_taxon_id': 40151, 'ancestor_ids': [48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 41215, 41216], 'is_active': True, 'min_species_taxon_id': 41222, 'name': 'Pteronotus quadridens', 'parent_id': 41216, 'ancestry': '48460/1/2/355675/40151/848317/848320/848324/40268/446946/446960/41215/41216', 'min_species_ancestry': '48460,1,2,355675,40151,848317,848320,848324,40268,446946,446960,41215,41216,41222', 'extinct': False, 'created_at': '2008-03-19T00:30:06+00:00', 'default_photo': {'id': 346815288, 'license_code': 'cc-by-nc', 'attribution': '(c) Yinan Li, some rights reserved (CC BY-NC), uploaded by Yinan Li', 'url': 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'wikipedia_url': 'http://en.wikipedia.org/wiki/Mammal', 'complete_rank': 'species', 'iconic_taxon_name': 'Mammalia', 'preferred_common_name': 'Mammals'}, {'id': 848317, 'rank': 'subclass', 'rank_level': 47, 'iconic_taxon_id': 40151, 'ancestor_ids': [48460, 1, 2, 355675, 40151, 848317], 'is_active': True, 'name': 'Theria', 'parent_id': 40151, 'ancestry': '48460/1/2/355675/40151', 'extinct': False, 'default_photo': {'id': 83336879, 'license_code': 'cc0', 'attribution': 'no rights reserved, uploaded by Abhas Misraraj', 'url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/83336879/square.jpg', 'original_dimensions': {'height': 2000, 'width': 2000}, 'flags': [], 'attribution_name': 'Abhas Misraraj', 'square_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/83336879/square.jpg', 'medium_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/83336879/medium.jpg'}, 'taxon_changes_count': 0, 'taxon_schemes_count': 1, 'observations_count': 6742190, 'flag_counts': 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[]
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insect
320,915,378
cave
healthy
non_expert
2,048
1,365
2023-12-17
17
12
2,023
18
50
2025-10-14
14
10
2,025
16
42
true
48460/1/2/355675/40151/848317/848320/848324/40268/446946/446960/41215/41216
48460,1,2,355675,40151,848317,848320,848324,40268,446946,446960,41215,41216,41222
true
40,151
41,222
false
10
false
true
41,216
Pteronotus quadridens
species
false
41,222
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 41215, 41216, 41222]
2008-03-19T00:30:06+00:00
{'id': 346815288, 'license_code': 'cc-by-nc', 'attribution': '(c) Yinan Li, some rights reserved (CC BY-NC), uploaded by Yinan Li', 'url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/346815288/square.jpg', 'original_dimensions': {'height': 1536, 'width': 2048}, 'flags': [], 'attribution_name': 'Yinan Li', 'square_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/346815288/square.jpg', 'medium_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/346815288/medium.jpg'}
0
4
21
false
21
{'resolved': 0, 'unresolved': 0}
null
null
null
http://en.wikipedia.org/wiki/Sooty_mustached_bat
Mammalia
Sooty Moustached Bat
null
Point
[-66.6120517382, 18.4825600355]
3,302,397
amielhopkins
false
false
2020-07-08T16:53:22+00:00
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[]
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insect
320,915,373
cave
healthy
non_expert
2,048
1,365
2023-12-17
17
12
2,023
18
50
2025-10-14
14
10
2,025
16
42
true
48460/1/2/355675/40151/848317/848320/848324/40268/446946/446960/40991/210142/41174
48460,1,2,355675,40151,848317,848320,848324,40268,446946,446960,40991,210142,41174,41175
false
40,151
41,175
false
10
false
true
41,174
Monophyllus redmani
species
false
41,175
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 40991, 210142, 41174, 41175]
2008-03-19T00:29:34+00:00
{'id': 1517133, 'license_code': 'cc-by-nc', 'attribution': '(c) Joaquín Ugarte, some rights reserved (CC BY-NC), uploaded by Joaquín Ugarte', 'url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/1517133/square.jpg', 'original_dimensions': {'height': 709, 'width': 816}, 'flags': [], 'attribution_name': 'Joaquín Ugarte', 'square_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/1517133/square.jpg', 'medium_url': 'https://inaturalist-open-data.s3.amazonaws.com/photos/1517133/medium.jpg'}
0
4
47
false
47
{'resolved': 0, 'unresolved': 0}
null
null
null
http://en.wikipedia.org/wiki/Leach's_single_leaf_bat
Mammalia
Leach's Single Leaf Bat
null
Point
[-66.6580088422, 18.5606088156]
3,302,397
amielhopkins
false
false
2020-07-08T16:53:22+00:00
1
amielhopkins
amielhopkins
Amiel Hopkins
Amiel Hopkins
null
https://static.inaturali…b.jpg?1758928001
1,290
55
0
1,345
689
0
1,290
[]
https://static.inaturali…m.jpg?1758928001
{}
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
/home/lmeyers/bat_bot/data/images/580298839.jpg
3
575,935,962
cc-by-nc
{'width': 1536, 'height': 2048}
https://inaturalist-open…35962/square.jpg
(c) Adrian González, some rights reserved (CC BY-NC)
[]
[]
false
needs_id
2025-08-03T15:41:09-04:00
null
[]
d0603be2-86c4-43d9-86a1-c93e8124be94
{'date': '2025-08-03', 'day': 3, 'month': 8, 'year': 2025, 'hour': 15, 'week': 31}
318,654,423
0
false
{'date': '2025-10-04', 'day': 4, 'month': 10, 'year': 2025, 'hour': 12, 'week': 40}
null
false
[]
10
0
1
America/Puerto_Rico
cc-by-nc
America/Puerto_Rico
[]
10
[8894201]
3
[]
2025-10-04T12:08:57-04:00
null
-04:00
[]
2025-08-03
2025-08-03 15:41:09-04:00
2025-10-04T12:09:02-04:00
[]
[6848, 9853, 11691, 56773, 62988, 66741, 97394, 131261, 141321, 164042]
false
"{'is_active': True, 'ancestry': '48460/1/2/355675/40151/848317/848320/848324/40268/446946/446960/40(...TRUNCATED)
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 40991, 486975]
[]
0
[]
0
{'prefers_community_taxon': None}
0
[]
null
https://www.inaturalist.org/observations/318654423
[]
null
{'type': 'Point', 'coordinates': [-66.4841152457, 18.4713793514]}
true
0
false
0
null
18.4713793514,-66.4841152457
[]
false
"{'id': 8894201, 'login': 'adriaang', 'spam': False, 'suspended': False, 'created_at': '2025-01-22T1(...TRUNCATED)
true
false
[]
Puerto Rico, Manatí, PR, US
"[{'id': 707522488, 'uuid': 'e286e021-477d-460d-a50a-c52b0aefca4e', 'user': {'id': 8894201, 'login':(...TRUNCATED)
[]
"[{'id': 534829218, 'position': 0, 'uuid': '04eef9fb-08ea-4bcc-902d-dafcf10cc7da', 'photo_id': 57593(...TRUNCATED)
"[{'id': 575935962, 'license_code': 'cc-by-nc', 'original_dimensions': {'width': 1536, 'height': 204(...TRUNCATED)
[]
[]
null
null
null
null
null
null
"[0.4704858362674713, 0.24412330985069275, -0.4504861533641815, 0.27035391330718994, 0.8070567250251(...TRUNCATED)
insect
318,654,423
cave
healthy
non_expert
1,536
2,048
2025-08-03
3
8
2,025
15
31
2025-10-04
4
10
2,025
12
40
true
48460/1/2/355675/40151/848317/848320/848324/40268/446946/446960/40991
48460,1,2,355675,40151,848317,848320,848324,40268,446946,446960,40991,486975
false
40,151
486,975
false
27
false
false
40,991
Phyllonycterinae
subfamily
false
486,975
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946, 446960, 40991, 486975]
2016-02-04T16:25:14+00:00
"{'id': 1517119, 'license_code': 'cc-by-nc', 'attribution': '(c) Joaquín Ugarte, some rights reserv(...TRUNCATED)
0
1
92
false
92
{'resolved': 0, 'unresolved': 0}
null
null
4
null
Mammalia
Flower Bats
null
Point
[-66.4841152457, 18.4713793514]
8,894,201
adriaang
false
false
2025-01-22T16:05:23+00:00
1
adriaang
adriaang
Adrian González
Adrian González
null
https://static.inaturali….jpeg?1743822568
1,214
669
0
1,883
700
3
1,214
[]
https://static.inaturali….jpeg?1743822568
{}
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
/home/lmeyers/bat_bot/data/images/575935962.jpg
4
575,700,525
cc-by-nc
{'width': 1536, 'height': 2048}
https://inaturalist-open…00525/square.jpg
(c) Adrian González, some rights reserved (CC BY-NC)
[]
[]
false
needs_id
2025-09-29T13:36:53-04:00
null
"[{'uuid': '948a0233-9d0d-4443-9f44-b53d5a23d37b', 'controlled_attribute_id': 17, 'controlled_value_(...TRUNCATED)
9fac642c-caa7-44de-b7c4-a0d3cf2f9a01
{'date': '2025-09-29', 'day': 29, 'month': 9, 'year': 2025, 'hour': 13, 'week': 40}
318,530,749
0
true
{'date': '2025-10-03', 'day': 3, 'month': 10, 'year': 2025, 'hour': 21, 'week': 40}
Yangochiroptera
false
[]
13
0
1
America/Puerto_Rico
cc-by-nc
America/Puerto_Rico
[]
13
[8894201, 9648633, 2020197]
3
[]
2025-10-03T21:42:57-04:00
null
-04:00
[]
2025-09-29
2025-09-29 13:36:53-04:00
2025-10-09T03:05:33-04:00
[]
[6848, 7269, 9853, 56773, 62988, 66741, 97394, 131261, 141321]
false
"{'is_active': True, 'ancestry': '48460/1/2/355675/40151/848317/848320/848324/40268', 'min_species_a(...TRUNCATED)
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946]
[]
0
[]
1
{'prefers_community_taxon': None}
0
[]
null
https://www.inaturalist.org/observations/318530749
[225]
446,946
{'type': 'Point', 'coordinates': [-66.1589735909, 18.1196627855]}
false
1
false
0
null
18.1196627855,-66.1589735909
[]
false
"{'id': 8894201, 'login': 'adriaang', 'spam': False, 'suspended': False, 'created_at': '2025-01-22T1(...TRUNCATED)
true
true
[225]
Puerto Rico, Cayey, PR, US
"[{'id': 707273556, 'uuid': 'cb106f1f-c608-46ef-9f4b-fdc723b9ae02', 'user': {'id': 8894201, 'login':(...TRUNCATED)
"[{'id': 124503646, 'uuid': '6744160e-40a6-41fb-a5f2-12f93251014a', 'project': {'id': 225}, 'user_id(...TRUNCATED)
"[{'id': 534610239, 'position': 0, 'uuid': '328e48c2-fef3-4e92-acbe-0873b5362b01', 'photo_id': 57570(...TRUNCATED)
"[{'id': 575700525, 'license_code': 'cc-by-nc', 'original_dimensions': {'width': 1536, 'height': 204(...TRUNCATED)
[]
"[{'id': 707288343, 'uuid': '3b19d85c-32b5-455f-9a7b-bb713050ca4e', 'user': {'id': 9648633, 'login':(...TRUNCATED)
null
null
null
null
null
null
"[0.44740182161331177, -0.43255412578582764, -0.30230653285980225, -0.20938724279403687, 0.159650877(...TRUNCATED)
insect
318,530,749
human_environment
sick
non_expert
1,536
2,048
2025-09-29
29
9
2,025
13
40
2025-10-03
3
10
2,025
21
40
true
48460/1/2/355675/40151/848317/848320/848324/40268
48460,1,2,355675,40151,848317,848320,848324,40268,446946
false
40,151
446,946
false
37
false
false
40,268
Yangochiroptera
suborder
false
446,946
[48460, 1, 2, 355675, 40151, 848317, 848320, 848324, 40268, 446946]
2015-02-24T14:47:45+00:00
"{'id': 8852004, 'license_code': None, 'attribution': '(c) Jose G. Martinez-Fonseca, all rights rese(...TRUNCATED)
0
2
162,159
false
162,159
{'resolved': 0, 'unresolved': 0}
null
null
1,057
http://en.wikipedia.org/wiki/Yangochiroptera
Mammalia
null
null
Point
[-66.1589735909, 18.1196627855]
8,894,201
adriaang
false
false
2025-01-22T16:05:23+00:00
1
adriaang
adriaang
Adrian González
Adrian González
null
https://static.inaturali….jpeg?1743822568
1,214
669
0
1,883
700
3
1,214
[]
https://static.inaturali….jpeg?1743822568
{}
Dead
0
null
null
null
null
null
null
null
null
null
null
null
null
null
/home/lmeyers/bat_bot/data/images/575700525.jpg
5
575,700,611
cc-by-nc
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[]
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[]
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[]
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[]
false
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true
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