test_points.csv

key,species,loss_scaled,x,y
1,House Sparrow,3.31E+04,155,164
2,Blackpoll Warbler,3.07E+04,154,163
3,Horned Lark,1.82E+04,156,163
4,Dark-eyed Junco,1.68E+04,157,164
5,Savannah Sparrow,1.40E+04,156,165
6,Pine Siskin,1.20E+04,154,165
7,White-throated Sparrow,9.35E+03,153,164
8,Red-winged Blackbird,9.28E+03,153,162
9,European Starling,8.34E+03,155,161
10,Common Grackle,8.30E+03,157,161
11,Wilson's Warbler,8.13E+03,158,163
12,Chipping Sparrow,7.95E+03,157,166
13,Tennessee Warbler,7.88E+03,154,167
14,Eastern Meadowlark,7.40E+03,156,168
15,Grasshopper Sparrow,6.99E+03,152,165
16,Western Meadowlark,6.51E+03,153,160
17,Bank Swallow,5.64E+03,155,159
18,Song Sparrow,5.51E+03,157,159
19,Varied Thrush,5.21E+03,159,161
20,Alder Flycatcher,4.34E+03,160,165
21,Clay-colored Sparrow,4.32E+03,159,167
22,Swainson's Thrush,4.27E+03,158,169
23,Brown-headed Cowbird,4.09E+03,156,170
24,Orange-crowned Warbler,3.96E+03,154,169
25,Golden-crowned Kinglet,3.83E+03,152,168
26,Common Yellowthroat,3.55E+03,151,163
27,Brewer's Blackbird,3.39E+03,151,161
28,Lark Bunting,3.16E+03,152,169
29,Rufous Hummingbird,3.15E+03,154,158
30,Indigo Bunting,3.15E+03,156,157
31,Least Flycatcher,3.15E+03,158,158
32,Yellow Warbler,3.05E+03,160,159
33,American Tree Sparrow,2.98E+03,160,163
34,Common Redpoll,2.90E+03,160,169
35,Evening Grosbeak,2.67E+03,158,171
36,Barn Swallow,2.62E+03,156,172
37,Common Nighthawk,2.60E+03,154,171
38,Eastern Towhee,2.39E+03,152,170
39,Rusty Blackbird,2.38E+03,150,166
40,Fox Sparrow,2.37E+03,149,163
41,Mourning Dove,2.23E+03,150,160
42,Northern Bobwhite,2.10E+03,151,157
43,Black-throated Sparrow,2.01E+03,153,157
44,Chimney Swift,1.78E+03,154,156
45,Eastern Kingbird,1.75E+03,156,155
46,Vesper Sparrow,1.71E+03,158,156
47,Field Sparrow,1.63E+03,160,157
48,Chestnut-collared Longspur,1.63E+03,161,161
49,Bobolink,1.58E+03,161,168
50,Wood Thrush,1.52E+03,162,168
51,Tree Swallow,1.27E+03,160,171
52,Snow Bunting,1.20E+03,158,173
53,Chestnut-sided Warbler,1.19E+03,154,173
54,Mourning Warbler,1.06E+03,152,172
55,Brewer's Sparrow,1.05E+03,150,169
56,Northern Mockingbird,1.05E+03,149,165
57,Herring Gull,1.04E+03,149,160
58,Loggerhead Shrike,1.02E+03,150,158
59,Rock Pigeon,9.72E+02,153,155
60,Chuck-will's-widow,9.55E+02,155,154
61,Chestnut-backed Chickadee,9.48E+02,157,155
62,Broad-tailed Hummingbird,9.07E+02,159,156
63,White-crowned Sparrow,9.07E+02,161,158
64,Western Wood-Pewee,8.93E+02,162,162
65,Lapland Longspur,8.83E+02,161,164
66,Baltimore Oriole,8.60E+02,163,166
67,Townsend's Warbler,8.28E+02,162,170
68,LeConte's Sparrow,8.05E+02,161,172
69,Northern Flicker,7.96E+02,159,173
70,Yellow-billed Cuckoo,7.77E+02,157,174
71,Thick-billed Murre,7.66E+02,155,173
72,Yellow-rumped Warbler,7.20E+02,153,174
73,Mountain Chickadee,7.05E+02,151,173
74,Veery,6.97E+02,151,171
75,Black-and-white Warbler,6.75E+02,149,167
76,Arctic Warbler,6.13E+02,148,165
77,Baird's Sparrow,5.96E+02,148,162
78,MacGillivray's Warbler,5.80E+02,148,159
79,Blue Jay,5.39E+02,149,157
80,Eastern Wood-Pewee,5.20E+02,151,156
81,Olive-sided Flycatcher,4.94E+02,152,154
82,Semipalmated Sandpiper,4.76E+02,154,154
83,Purple Finch,4.74E+02,158,154
84,Allen's Hummingbird,4.61E+02,160,155
85,Orchard Oriole,4.55E+02,162,156
86,American Pipit,4.47E+02,162,159
87,Cactus Wren,4.35E+02,163,161
88,Lark Sparrow,4.35E+02,163,164
89,Sage Thrasher,4.31E+02,163,169
90,American Redstart,4.24E+02,162,173
91,Canada Warbler,4.21E+02,160,174
92,Cassin's Finch,4.18E+02,158,175
93,Dickcissel,4.13E+02,155,175
94,Ring-necked Pheasant,4.08E+02,152,175
95,Eastern Whip-poor-will,4.07E+02,150,173
96,Cassin's Sparrow,3.97E+02,149,172
97,Northern Rough-winged Swallow,3.93E+02,148,170
98,Yellow-breasted Chat,3.91E+02,148,168
99,McCown's Longspur,3.89E+02,147,166
100,Sprague's Pipit,3.88E+02,147,163
101,Prairie Warbler,3.79E+02,147,160
102,Brown Thrasher,3.61E+02,147,157
103,Canada Jay,3.55E+02,149,155
104,Purple Martin,3.33E+02,150,154
105,Gray-cheeked Thrush,3.32E+02,151,153
106,Grace's Warbler,3.31E+02,153,153
107,Carolina Chickadee,3.06E+02,154,152
108,Northern Pintail,2.96E+02,156,152
109,Cape May Warbler,2.95E+02,159,153
110,Willow Flycatcher,2.94E+02,161,154
111,Black Tern,2.81E+02,163,158
112,King Eider,2.80E+02,164,163
113,Canyon Towhee,2.78E+02,164,167
114,American Goldfinch,2.74E+02,163,171
115,Bohemian Waxwing,2.73E+02,161,175
116,Spotted Towhee,2.71E+02,158,177
117,Dusky Flycatcher,2.70E+02,156,176
118,Franklin's Gull,2.66E+02,154,176
119,Violet-green Swallow,2.63E+02,151,176
120,Painted Bunting,2.61E+02,148,174
121,Verdin,2.58E+02,147,171
122,Harris's Sparrow,2.54E+02,147,168
123,Rock Wren,2.47E+02,146,165
124,Red-headed Woodpecker,2.44E+02,146,162
125,Bullock's Oriole,2.38E+02,146,159
126,Dunlin,2.37E+02,147,155
127,Pine Grosbeak,2.34E+02,148,156
128,Cattle Egret,2.33E+02,150,152
129,Pinyon Jay,2.33E+02,152,152
130,Scissor-tailed Flycatcher,2.31E+02,153,151
131,Connecticut Warbler,2.20E+02,155,151
132,Black-throated Gray Warbler,2.08E+02,158,152
133,Pacific Wren,2.06E+02,163,157
134,Lincoln's Sparrow,2.04E+02,163,160
135,Western Grebe,1.98E+02,164,160
136,Rose-breasted Grosbeak,1.97E+02,164,165
137,Long-tailed Duck,1.89E+02,164,170
138,American Kestrel,1.88E+02,163,174
139,Bewick's Wren,1.86E+02,159,176
140,Mew Gull,1.82E+02,156,178
141,Black-billed Magpie,1.71E+02,153,178
142,Golden-crowned Sparrow,1.69E+02,150,177
143,American Woodcock,1.66E+02,149,175
144,Bay-breasted Warbler,1.60E+02,146,172
145,Boreal Chickadee,1.56E+02,146,169
146,Belted Kingfisher,1.56E+02,151,150
147,Pectoral Sandpiper,1.53E+02,153,149
148,Black-legged Kittiwake,1.51E+02,155,149
149,Black-billed Cuckoo,1.47E+02,157,149
150,Band-tailed Pigeon,1.43E+02,159,150
151,Pyrrhuloxia,1.40E+02,161,152
152,Prothonotary Warbler,1.28E+02,161,177
153,Lesser Scaup,1.24E+02,159,179
154,Scaled Quail,1.22E+02,156,180
155,Virginia's Warbler,1.22E+02,154,180
156,Kentucky Warbler,1.21E+02,151,179
157,Cerulean Warbler,1.16E+02,149,177
158,Sooty Grouse,1.15E+02,147,175
159,Pacific-slope Flycatcher,1.11E+02,149,151
160,Ruddy Turnstone,1.10E+02,151,149
161,Lesser Yellowlegs,1.07E+02,153,147
162,Plumbeous Vireo,1.05E+02,155,147
163,Killdeer,1.04E+02,157,148
164,Mountain Bluebird,1.04E+02,160,150
165,Northern Fulmar,1.01E+02,162,154
166,California Towhee,9.93E+01,157,177
167,Yellow-headed Blackbird,9.77E+01,155,177
168,Greater Scaup,9.53E+01,152,177
169,Green Heron,9.42E+01,154,179
170,Boat-tailed Grackle,9.23E+01,149,178
171,Green-tailed Towhee,9.19E+01,148,173
172,Bushtit,8.78E+01,149,170
173,Calliope Hummingbird,8.45E+01,148,157
174,Red Knot,7.87E+01,147,153
175,California Gull,7.86E+01,148,151
176,Scott's Oriole,7.74E+01,148,149
177,Sanderling,7.73E+01,150,148
178,Cassin's Auklet,7.70E+01,151,147
179,Golden-winged Warbler,7.53E+01,152,148
180,Stilt Sandpiper,7.37E+01,154,148
181,American Bittern,7.16E+01,156,148
182,Yellow-billed Magpie,6.87E+01,158,148
183,Common Ground-Dove,6.75E+01,160,148
184,Black Swift,6.62E+01,161,149
185,Red-breasted Merganser,6.46E+01,162,149
186,Gambel's Quail,6.36E+01,162,151
187,Greater Sage-Grouse,6.29E+01,163,153
188,Common Tern,6.18E+01,164,156
189,Cinnamon Teal,6.17E+01,164,159
190,Wrentit,6.13E+01,164,172
191,Glaucous Gull,6.07E+01,164,175
192,Pygmy Nuthatch,6.04E+01,162,176
193,Spotted Sandpiper,5.83E+01,160,178
194,Oak Titmouse,5.77E+01,158,179
195,Common Murre,5.68E+01,157,179
196,Short-eared Owl,5.63E+01,152,180
197,Great Horned Owl,5.28E+01,150,180
198,Arctic Tern,4.95E+01,149,180
199,White-throated Swift,4.83E+01,148,179
200,American Golden-Plover,4.78E+01,147,173
201,Acadian Flycatcher,4.70E+01,146,158
202,Bachman's Sparrow,4.54E+01,146,156
203,Gray Partridge,4.53E+01,146,153
204,Mottled Duck,4.28E+01,147,151
205,Black Scoter,4.01E+01,147,149
206,Sagebrush Sparrow,3.97E+01,149,148
207,Blue-winged Warbler,3.79E+01,156,147
208,Golden-fronted Woodpecker,3.71E+01,158,147
209,Black-chinned Sparrow,3.56E+01,161,148
210,Northern Harrier,3.45E+01,163,148
211,Steller's Jay,3.43E+01,163,151
212,Western Sandpiper,3.43E+01,164,153
213,American Black Duck,3.41E+01,164,162
214,King Rail,3.28E+01,164,177
215,Hermit Warbler,3.14E+01,163,178
216,Burrowing Owl,3.08E+01,162,178
217,Steller's Eider,3.07E+01,161,179
218,Black-bellied Plover,3.02E+01,160,180
219,Scarlet Tanager,3.02E+01,158,180
220,Common Gallinule,2.89E+01,148,180
221,Brown-headed Nuthatch,2.86E+01,147,177
222,Brant,2.84E+01,146,175
223,Bendire's Thrasher,2.72E+01,146,171
224,Curve-billed Thrasher,2.68E+01,146,167
225,Vaux's Swift,2.53E+01,146,164
226,Cordilleran Flycatcher,2.44E+01,146,161
227,Great Black-backed Gull,2.42E+01,146,152
228,Little Blue Heron,2.23E+01,146,150
229,Rufous-crowned Sparrow,2.22E+01,147,148
230,Eastern Screech-Owl,2.18E+01,149,147
231,American Wigeon,2.11E+01,154,147
232,Black-crested Titmouse,2.09E+01,159,147
233,Horned Grebe,2.02E+01,161,147
234,Common Merganser,2.00E+01,164,151
235,Henslow's Sparrow,1.74E+01,164,179
236,Short-billed Dowitcher,1.61E+01,163,180
237,Rock Sandpiper,1.57E+01,161,180
238,Least Tern,1.53E+01,155,180
239,Clark's Grebe,1.45E+01,147,180
240,California Scrub-Jay,1.36E+01,146,178
241,Western Screech-Owl,1.30E+01,146,174
242,Barrow's Goldeneye,1.27E+01,145,172
243,California Thrasher,1.24E+01,145,169
244,Hudsonian Godwit,1.20E+01,145,166
245,Gila Woodpecker,1.10E+01,145,163
246,Lawrence's Goldfinch,1.08E+01,145,158
247,Lewis's Woodpecker,1.07E+01,145,154
248,Bonaparte's Gull,9.70E+00,145,153
249,Northern Shrike,9.60E+00,145,151
250,Wandering Tattler,9.28E+00,145,149
251,Pelagic Cormorant,9.21E+00,152,146
252,Whimbrel,8.93E+00,157,147
253,Forster's Tern,8.66E+00,162,146
254,Red-faced Cormorant,8.33E+00,164,149
255,Gilded Flicker,8.21E+00,165,158
256,Glaucous-winged Gull,7.97E+00,164,168
257,Red-faced Warbler,7.86E+00,165,174
258,Black-crowned Night-Heron,7.31E+00,164,181
259,Woodhouse's Scrub-Jay,7.20E+00,162,180
260,Mountain Quail,6.98E+00,161,181
261,Willet,6.63E+00,159,180
262,Wilson's Phalarope,6.55E+00,157,181
263,Marbled Godwit,6.29E+00,153,180
264,Surfbird,6.08E+00,151,181
265,LeConte's Thrasher,6.03E+00,145,179
266,Clapper Rail,5.85E+00,146,177
267,Least Sandpiper,5.85E+00,145,175
268,Costa's Hummingbird,5.61E+00,144,170
269,Long-eared Owl,5.53E+00,145,167
270,Marbled Murrelet,5.31E+00,145,162
271,Mountain Plover,4.98E+00,145,159
272,Harris's Hawk,4.66E+00,145,156
273,White-winged Scoter,4.12E+00,144,154
274,Black Skimmer,3.94E+00,147,147
275,Harlequin Duck,3.77E+00,148,148
276,Yellow-billed Loon,3.77E+00,145,147
277,Tricolored Blackbird,3.47E+00,154,145
278,Chihuahuan Raven,3.29E+00,157,146
279,Emperor Goose,3.16E+00,160,147
280,American Dipper,2.72E+00,160,145
281,Semipalmated Plover,2.54E+00,164,155
282,Yellow-crowned Night-Heron,2.40E+00,166,156
283,Western Gull,2.38E+00,165,164
284,Purple Gallinule,2.03E+00,165,169
285,Red-cockaded Woodpecker,2.03E+00,165,180
286,Pacific Golden-Plover,2.02E+00,162,182
287,Black-whiskered Vireo,1.89E+00,159,181
288,Crissal Thrasher,1.66E+00,155,182
289,Bell's Sparrow,1.52E+00,153,181
290,Black Turnstone,1.45E+00,149,181
291,Gyrfalcon,1.39E+00,146,180
292,Purple Sandpiper,1.33E+00,144,177
293,Snowy Owl,1.21E+00,145,174
294,White-tailed Kite,1.21E+00,144,168
295,Tricolored Heron,1.20E+00,144,161