{ "cells": [ { "cell_type": "markdown", "id": "054d075f", "metadata": {}, "source": [ "hämta observation [93568641](https://www.inaturalist.org/observations/93568641)\n", "* this [Notebook](https://github.com/salgo60/spa2Commons/blob/main/Notebook/iNaturalistObservation.ipynb)\n", " * api [observations](https://www.inaturalist.org/observations.json)\n", " * [projects user kueda.json](http://www.inaturalist.org/projects/user/kueda.json)" ] }, { "cell_type": "code", "execution_count": 2, "id": "7418de3e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last run: 2021-09-06 11:18:04.669891\n" ] } ], "source": [ "from datetime import datetime\n", "start_time = datetime.now()\n", "print(\"Last run: \", start_time)" ] }, { "cell_type": "code", "execution_count": 4, "id": "a9b0d25d", "metadata": {}, "outputs": [], "source": [ "import urllib3, json\n", "import pandas as pd \n", "http = urllib3.PoolManager() \n", "\n", "obs = \"93568641\"\n", "url = \"http://www.inaturalist.org/observations/visbystar.json\"\n", "r = http.request('GET', url) \n", "data = json.loads(r.data.decode('utf-8')) \n" ] }, { "cell_type": "code", "execution_count": 6, "id": "406039db", "metadata": {}, "outputs": [], "source": [ "df = pd.DataFrame(data)" ] }, { "cell_type": "code", "execution_count": 7, "id": "14942e73", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | id | \n", "observed_on | \n", "description | \n", "latitude | \n", "longitude | \n", "map_scale | \n", "timeframe | \n", "species_guess | \n", "user_id | \n", "taxon_id | \n", "... | \n", "iconic_taxon_name | \n", "faves_count | \n", "created_at_utc | \n", "updated_at_utc | \n", "time_observed_at_utc | \n", "owners_identification_from_vision | \n", "taxon | \n", "iconic_taxon | \n", "user | \n", "photos | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "93703607 | \n", "2021-09-05 | \n", "\n", " | 57.6472236557 | \n", "18.2964022665 | \n", "None | \n", "None | \n", "murgröna | \n", "2153008 | \n", "55882.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-05T12:06:22.739Z | \n", "2021-09-05T12:47:26.627Z | \n", "2021-09-05T11:06:19.000Z | \n", "True | \n", "{'id': 55882, 'name': 'Hedera helix', 'rank': ... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155342556, 'user_id': 2153008, 'native... | \n", "
1 | \n", "93703567 | \n", "2021-09-05 | \n", "\n", " | 57.6474204424 | \n", "18.2965675787 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "53438.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-05T12:05:39.505Z | \n", "2021-09-05T15:01:58.027Z | \n", "2021-09-05T11:05:21.000Z | \n", "None | \n", "{'id': 53438, 'name': 'Rosa', 'rank': 'genus',... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155341708, 'user_id': 2153008, 'native... | \n", "
2 | \n", "93703561 | \n", "2021-09-05 | \n", "\n", " | 57.647396521 | \n", "18.2965240628 | \n", "None | \n", "None | \n", "Fläder | \n", "2153008 | \n", "765394.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-05T12:05:29.392Z | \n", "2021-09-05T16:04:42.007Z | \n", "2021-09-05T11:05:05.000Z | \n", "None | \n", "{'id': 765394, 'name': 'Sambucus nigra', 'rank... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155341693, 'user_id': 2153008, 'native... | \n", "
3 | \n", "93703522 | \n", "2021-09-05 | \n", "\n", " | 57.6473967875 | \n", "18.2965596824 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "48528.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-05T12:05:10.797Z | \n", "2021-09-05T15:02:44.674Z | \n", "2021-09-05T11:04:49.000Z | \n", "None | \n", "{'id': 48528, 'name': 'Symphoricarpos', 'rank'... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155341645, 'user_id': 2153008, 'native... | \n", "
4 | \n", "93703515 | \n", "2021-09-04 | \n", "\n", " | 57.5973695738 | \n", "18.3812708559 | \n", "None | \n", "None | \n", "oxbärssläktet | \n", "2153008 | \n", "53376.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-05T12:04:59.504Z | \n", "2021-09-05T16:05:38.763Z | \n", "2021-09-04T10:45:13.000Z | \n", "None | \n", "{'id': 53376, 'name': 'Cotoneaster', 'rank': '... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155341627, 'user_id': 2153008, 'native... | \n", "
5 | \n", "93570041 | \n", "2021-09-04 | \n", "\n", " | 57.5947066088 | \n", "18.377578007 | \n", "None | \n", "None | \n", "Slån | \n", "2153008 | \n", "55811.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-04T11:26:32.446Z | \n", "2021-09-05T12:44:16.969Z | \n", "2021-09-04T10:26:28.000Z | \n", "False | \n", "{'id': 55811, 'name': 'Prunus spinosa', 'rank'... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155102083, 'user_id': 2153008, 'native... | \n", "
6 | \n", "93570003 | \n", "2021-09-04 | \n", "\n", " | 57.5946708833 | \n", "18.3778277204 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "131622.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-04T11:25:54.711Z | \n", "2021-09-04T15:26:28.947Z | \n", "2021-09-04T10:25:51.000Z | \n", "None | \n", "{'id': 131622, 'name': 'Prunella grandiflora',... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155102015, 'user_id': 2153008, 'native... | \n", "
7 | \n", "93569913 | \n", "2021-09-04 | \n", "\n", " | 57.5944091173 | \n", "18.3779062817 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "54597.0 | \n", "... | \n", "Fungi | \n", "0 | \n", "2021-09-04T11:24:00.896Z | \n", "2021-09-05T17:19:24.975Z | \n", "2021-09-04T10:23:44.000Z | \n", "None | \n", "{'id': 54597, 'name': 'Lactarius', 'rank': 'ge... | \n", "{'id': 47170, 'name': 'Fungi', 'rank': 'kingdo... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155101833, 'user_id': 2153008, 'native... | \n", "
8 | \n", "93568641 | \n", "2021-09-04 | \n", "\n", " | 57.5913717938 | \n", "18.3741269856 | \n", "None | \n", "None | \n", "rönn | \n", "2153008 | \n", "56063.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-04T11:02:19.222Z | \n", "2021-09-06T08:35:15.828Z | \n", "2021-09-04T10:02:15.000Z | \n", "None | \n", "{'id': 56063, 'name': 'Sorbus aucuparia', 'ran... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155101820, 'user_id': 2153008, 'native... | \n", "
9 | \n", "93568612 | \n", "2021-09-04 | \n", "\n", " | 57.5913839973 | \n", "18.3742810416 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "50814.0 | \n", "... | \n", "Fungi | \n", "0 | \n", "2021-09-04T11:01:42.519Z | \n", "2021-09-05T17:20:56.308Z | \n", "2021-09-04T10:01:38.000Z | \n", "None | \n", "{'id': 50814, 'name': 'Agaricomycetes', 'rank'... | \n", "{'id': 47170, 'name': 'Fungi', 'rank': 'kingdo... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155099959, 'user_id': 2153008, 'native... | \n", "
10 | \n", "93568595 | \n", "2021-09-04 | \n", "\n", " | 57.5914667359 | \n", "18.3743168644 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "48339.0 | \n", "... | \n", "Fungi | \n", "0 | \n", "2021-09-04T11:01:27.835Z | \n", "2021-09-05T17:21:12.736Z | \n", "2021-09-04T10:01:23.000Z | \n", "None | \n", "{'id': 48339, 'name': 'Russula', 'rank': 'genu... | \n", "{'id': 47170, 'name': 'Fungi', 'rank': 'kingdo... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155099938, 'user_id': 2153008, 'native... | \n", "
11 | \n", "93567057 | \n", "2021-09-04 | \n", "\n", " | 57.6015688655 | \n", "18.3822946187 | \n", "None | \n", "None | \n", "Gullris | \n", "2153008 | \n", "118850.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-09-04T10:43:16.071Z | \n", "2021-09-05T12:45:38.395Z | \n", "2021-09-04T09:43:11.000Z | \n", "False | \n", "{'id': 118850, 'name': 'Solidago virgaurea', '... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155098378, 'user_id': 2153008, 'native... | \n", "
12 | \n", "93566994 | \n", "2021-09-04 | \n", "\n", " | 57.5938119583 | \n", "18.3777858253 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "50814.0 | \n", "... | \n", "Fungi | \n", "0 | \n", "2021-09-04T10:41:33.533Z | \n", "2021-09-05T17:21:43.421Z | \n", "2021-09-04T09:41:29.000Z | \n", "None | \n", "{'id': 50814, 'name': 'Agaricomycetes', 'rank'... | \n", "{'id': 47170, 'name': 'Fungi', 'rank': 'kingdo... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155098247, 'user_id': 2153008, 'native... | \n", "
13 | \n", "93566973 | \n", "2021-09-04 | \n", "\n", " | 57.5937150134 | \n", "18.3778809479 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "50814.0 | \n", "... | \n", "Fungi | \n", "0 | \n", "2021-09-04T10:41:08.675Z | \n", "2021-09-05T17:22:31.055Z | \n", "2021-09-04T09:41:00.000Z | \n", "None | \n", "{'id': 50814, 'name': 'Agaricomycetes', 'rank'... | \n", "{'id': 47170, 'name': 'Fungi', 'rank': 'kingdo... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155098207, 'user_id': 2153008, 'native... | \n", "
14 | \n", "93566840 | \n", "2021-09-04 | \n", "\n", " | 57.6129785853 | \n", "18.3877867139 | \n", "None | \n", "None | \n", "Röda skogsmyror | \n", "2153008 | \n", "1254127.0 | \n", "... | \n", "Insecta | \n", "0 | \n", "2021-09-04T10:38:08.271Z | \n", "2021-09-05T12:44:33.804Z | \n", "2021-09-04T09:38:03.000Z | \n", "False | \n", "{'id': 1254127, 'name': 'Formica rufa', 'rank'... | \n", "{'id': 47158, 'name': 'Insecta', 'rank': 'clas... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155098006, 'user_id': 2153008, 'native... | \n", "
15 | \n", "93566691 | \n", "2021-09-04 | \n", "\n", " | 57.5947734961 | \n", "18.3769838516 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "54597.0 | \n", "... | \n", "Fungi | \n", "0 | \n", "2021-09-04T10:35:55.921Z | \n", "2021-09-05T15:18:44.575Z | \n", "2021-09-04T09:35:48.000Z | \n", "None | \n", "{'id': 54597, 'name': 'Lactarius', 'rank': 'ge... | \n", "{'id': 47170, 'name': 'Fungi', 'rank': 'kingdo... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 155097879, 'user_id': 2153008, 'native... | \n", "
16 | \n", "87687354 | \n", "2021-07-19 | \n", "\n", " | 57.6417773707 | \n", "18.2912194229 | \n", "None | \n", "None | \n", "cikoria | \n", "2153008 | \n", "52913.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-07-19T08:49:52.289Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-07-19T08:49:48.000Z | \n", "None | \n", "{'id': 52913, 'name': 'Cichorium intybus', 'ra... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 144599404, 'user_id': 2153008, 'native... | \n", "
17 | \n", "87683422 | \n", "2021-07-19 | \n", "\n", " | 57.6054586488 | \n", "18.2831946351 | \n", "None | \n", "None | \n", "cikoria | \n", "2153008 | \n", "52913.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-07-19T07:36:06.121Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-07-19T07:36:01.000Z | \n", "None | \n", "{'id': 52913, 'name': 'Cichorium intybus', 'ra... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 144592107, 'user_id': 2153008, 'native... | \n", "
18 | \n", "87194421 | \n", "2021-07-13 | \n", "\n", " | 57.63622 | \n", "18.2912083333 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "47727.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-07-15T21:36:24.307Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-07-13T15:34:48.000Z | \n", "None | \n", "{'id': 47727, 'name': 'Acer', 'rank': 'genus',... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 143716593, 'user_id': 2153008, 'native... | \n", "
19 | \n", "86386157 | \n", "2021-07-10 | \n", "\n", " | 57.3580081217 | \n", "18.4887930606 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "NaN | \n", "... | \n", "None | \n", "1 | \n", "2021-07-10T10:49:20.666Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-07-10T10:49:14.000Z | \n", "None | \n", "NaN | \n", "NaN | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 142306550, 'user_id': 2153008, 'native... | \n", "
20 | \n", "86385001 | \n", "2021-07-10 | \n", "\n", " | 57.3897693166 | \n", "18.5200162896 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "61454.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-07-10T10:31:10.365Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-07-10T10:31:05.000Z | \n", "None | \n", "{'id': 61454, 'name': 'Polygonatum odoratum', ... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 142303197, 'user_id': 2153008, 'native... | \n", "
21 | \n", "84028607 | \n", "2021-06-22 | \n", "\n", " | 57.64150045 | \n", "18.2901916717 | \n", "None | \n", "None | \n", "ulltistel | \n", "2153008 | \n", "78259.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-06-22T06:54:28.537Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-06-22T06:54:12.000Z | \n", "None | \n", "{'id': 78259, 'name': 'Onopordum acanthium', '... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 138065293, 'user_id': 2153008, 'native... | \n", "
22 | \n", "80508791 | \n", "2021-05-27 | \n", "\n", " | 57.6368176056 | \n", "18.2884973455 | \n", "None | \n", "None | \n", "aplar | \n", "2153008 | \n", "54500.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-05-27T18:30:25.324Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-27T17:34:34.000Z | \n", "None | \n", "{'id': 54500, 'name': 'Malus', 'rank': 'genus'... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 131961340, 'user_id': 2153008, 'native... | \n", "
23 | \n", "80209497 | \n", "2021-05-25 | \n", "\n", " | 57.6436845678 | \n", "18.2947513454 | \n", "None | \n", "None | \n", "blåregn | \n", "2153008 | \n", "127306.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-05-25T06:50:16.809Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-25T06:50:11.000Z | \n", "None | \n", "{'id': 127306, 'name': 'Wisteria sinensis', 'r... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 131446171, 'user_id': 2153008, 'native... | \n", "
24 | \n", "80209451 | \n", "2021-05-25 | \n", "\n", " | 57.6434020316 | \n", "18.2956144935 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "47125.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-05-25T06:48:39.397Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-25T06:48:34.000Z | \n", "None | \n", "{'id': 47125, 'name': 'Angiospermae', 'rank': ... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 131446073, 'user_id': 2153008, 'native... | \n", "
25 | \n", "78557675 | \n", "2021-05-13 | \n", "\n", " | 57.6414610596 | \n", "18.2945406973 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "55800.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-05-13T10:27:58.026Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-13T10:27:54.000Z | \n", "None | \n", "{'id': 55800, 'name': 'Tulipa', 'rank': 'genus... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 128581829, 'user_id': 2153008, 'native... | \n", "
26 | \n", "78557602 | \n", "2021-05-13 | \n", "\n", " | 57.6414817614 | \n", "18.2935440072 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "NaN | \n", "... | \n", "None | \n", "0 | \n", "2021-05-13T10:26:10.161Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-13T10:25:55.000Z | \n", "None | \n", "NaN | \n", "NaN | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 128581690, 'user_id': 2153008, 'native... | \n", "
27 | \n", "78557562 | \n", "2021-05-13 | \n", "\n", " | 57.6416127777 | \n", "18.2941888475 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "47126.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-05-13T10:25:19.864Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-13T10:25:16.000Z | \n", "None | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 128581627, 'user_id': 2153008, 'native... | \n", "
28 | \n", "78557518 | \n", "2021-05-13 | \n", "\n", " | 57.6414047775 | \n", "18.2937951824 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "49131.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2021-05-13T10:24:35.068Z | \n", "2021-09-03T20:13:37.591Z | \n", "2021-05-13T10:24:23.000Z | \n", "None | \n", "{'id': 49131, 'name': 'Myosotis', 'rank': 'gen... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 128581565, 'user_id': 2153008, 'native... | \n", "
29 | \n", "56541885 | \n", "2020-08-15 | \n", "None | \n", "57.6415936137 | \n", "18.2899189834 | \n", "None | \n", "None | \n", "Thistles and Burdocks | \n", "2153008 | \n", "632885.0 | \n", "... | \n", "Plantae | \n", "0 | \n", "2020-08-15T18:24:20.962Z | \n", "2021-09-03T20:13:37.591Z | \n", "2020-08-15T18:24:00.000Z | \n", "None | \n", "{'id': 632885, 'name': 'Carduinae', 'rank': 's... | \n", "{'id': 47126, 'name': 'Plantae', 'rank': 'king... | \n", "{'login': 'visbystar', 'user_icon_url': 'https... | \n", "[{'id': 90112914, 'user_id': 2153008, 'native_... | \n", "
30 rows × 62 columns
\n", "\n", " | id | \n", "observed_on | \n", "description | \n", "latitude | \n", "longitude | \n", "map_scale | \n", "timeframe | \n", "species_guess | \n", "user_id | \n", "taxon_id | \n", "... | \n", "taxon.common_name.is_valid | \n", "taxon.common_name.lexicon | \n", "iconic_taxon.id | \n", "iconic_taxon.name | \n", "iconic_taxon.rank | \n", "iconic_taxon.rank_level | \n", "iconic_taxon.ancestry | \n", "user.login | \n", "user.user_icon_url | \n", "taxon.common_name | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "93703607 | \n", "2021-09-05 | \n", "\n", " | 57.6472236557 | \n", "18.2964022665 | \n", "None | \n", "None | \n", "murgröna | \n", "2153008 | \n", "55882.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
1 | \n", "93703567 | \n", "2021-09-05 | \n", "\n", " | 57.6474204424 | \n", "18.2965675787 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "53438.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
2 | \n", "93703561 | \n", "2021-09-05 | \n", "\n", " | 57.647396521 | \n", "18.2965240628 | \n", "None | \n", "None | \n", "Fläder | \n", "2153008 | \n", "765394.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
3 | \n", "93703522 | \n", "2021-09-05 | \n", "\n", " | 57.6473967875 | \n", "18.2965596824 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "48528.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
4 | \n", "93703515 | \n", "2021-09-04 | \n", "\n", " | 57.5973695738 | \n", "18.3812708559 | \n", "None | \n", "None | \n", "oxbärssläktet | \n", "2153008 | \n", "53376.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
5 | \n", "93570041 | \n", "2021-09-04 | \n", "\n", " | 57.5947066088 | \n", "18.377578007 | \n", "None | \n", "None | \n", "Slån | \n", "2153008 | \n", "55811.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
6 | \n", "93570003 | \n", "2021-09-04 | \n", "\n", " | 57.5946708833 | \n", "18.3778277204 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "131622.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
7 | \n", "93569913 | \n", "2021-09-04 | \n", "\n", " | 57.5944091173 | \n", "18.3779062817 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "54597.0 | \n", "... | \n", "True | \n", "English | \n", "47170.0 | \n", "Fungi | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
8 | \n", "93568641 | \n", "2021-09-04 | \n", "\n", " | 57.5913717938 | \n", "18.3741269856 | \n", "None | \n", "None | \n", "rönn | \n", "2153008 | \n", "56063.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
9 | \n", "93568612 | \n", "2021-09-04 | \n", "\n", " | 57.5913839973 | \n", "18.3742810416 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "50814.0 | \n", "... | \n", "NaN | \n", "NaN | \n", "47170.0 | \n", "Fungi | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
10 | \n", "93568595 | \n", "2021-09-04 | \n", "\n", " | 57.5914667359 | \n", "18.3743168644 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "48339.0 | \n", "... | \n", "True | \n", "English | \n", "47170.0 | \n", "Fungi | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
11 | \n", "93567057 | \n", "2021-09-04 | \n", "\n", " | 57.6015688655 | \n", "18.3822946187 | \n", "None | \n", "None | \n", "Gullris | \n", "2153008 | \n", "118850.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
12 | \n", "93566994 | \n", "2021-09-04 | \n", "\n", " | 57.5938119583 | \n", "18.3777858253 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "50814.0 | \n", "... | \n", "NaN | \n", "NaN | \n", "47170.0 | \n", "Fungi | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
13 | \n", "93566973 | \n", "2021-09-04 | \n", "\n", " | 57.5937150134 | \n", "18.3778809479 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "50814.0 | \n", "... | \n", "NaN | \n", "NaN | \n", "47170.0 | \n", "Fungi | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
14 | \n", "93566840 | \n", "2021-09-04 | \n", "\n", " | 57.6129785853 | \n", "18.3877867139 | \n", "None | \n", "None | \n", "Röda skogsmyror | \n", "2153008 | \n", "1254127.0 | \n", "... | \n", "True | \n", "English | \n", "47158.0 | \n", "Insecta | \n", "class | \n", "50.0 | \n", "48460/1/47120/372739 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
15 | \n", "93566691 | \n", "2021-09-04 | \n", "\n", " | 57.5947734961 | \n", "18.3769838516 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "54597.0 | \n", "... | \n", "True | \n", "English | \n", "47170.0 | \n", "Fungi | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
16 | \n", "87687354 | \n", "2021-07-19 | \n", "\n", " | 57.6417773707 | \n", "18.2912194229 | \n", "None | \n", "None | \n", "cikoria | \n", "2153008 | \n", "52913.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
17 | \n", "87683422 | \n", "2021-07-19 | \n", "\n", " | 57.6054586488 | \n", "18.2831946351 | \n", "None | \n", "None | \n", "cikoria | \n", "2153008 | \n", "52913.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
18 | \n", "87194421 | \n", "2021-07-13 | \n", "\n", " | 57.63622 | \n", "18.2912083333 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "47727.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
19 | \n", "86386157 | \n", "2021-07-10 | \n", "\n", " | 57.3580081217 | \n", "18.4887930606 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
20 | \n", "86385001 | \n", "2021-07-10 | \n", "\n", " | 57.3897693166 | \n", "18.5200162896 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "61454.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
21 | \n", "84028607 | \n", "2021-06-22 | \n", "\n", " | 57.64150045 | \n", "18.2901916717 | \n", "None | \n", "None | \n", "ulltistel | \n", "2153008 | \n", "78259.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
22 | \n", "80508791 | \n", "2021-05-27 | \n", "\n", " | 57.6368176056 | \n", "18.2884973455 | \n", "None | \n", "None | \n", "aplar | \n", "2153008 | \n", "54500.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
23 | \n", "80209497 | \n", "2021-05-25 | \n", "\n", " | 57.6436845678 | \n", "18.2947513454 | \n", "None | \n", "None | \n", "blåregn | \n", "2153008 | \n", "127306.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
24 | \n", "80209451 | \n", "2021-05-25 | \n", "\n", " | 57.6434020316 | \n", "18.2956144935 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "47125.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
25 | \n", "78557675 | \n", "2021-05-13 | \n", "\n", " | 57.6414610596 | \n", "18.2945406973 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "55800.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
26 | \n", "78557602 | \n", "2021-05-13 | \n", "\n", " | 57.6414817614 | \n", "18.2935440072 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "NaN | \n", "... | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
27 | \n", "78557562 | \n", "2021-05-13 | \n", "\n", " | 57.6416127777 | \n", "18.2941888475 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "47126.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
28 | \n", "78557518 | \n", "2021-05-13 | \n", "\n", " | 57.6414047775 | \n", "18.2937951824 | \n", "None | \n", "None | \n", "\n", " | 2153008 | \n", "49131.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
29 | \n", "56541885 | \n", "2020-08-15 | \n", "None | \n", "57.6415936137 | \n", "18.2899189834 | \n", "None | \n", "None | \n", "Thistles and Burdocks | \n", "2153008 | \n", "632885.0 | \n", "... | \n", "True | \n", "English | \n", "47126.0 | \n", "Plantae | \n", "kingdom | \n", "70.0 | \n", "48460 | \n", "visbystar | \n", "https://static.inaturalist.org/attachments/use... | \n", "NaN | \n", "
30 rows × 75 columns
\n", "