Add CSV Map
In [9]:
import hagerstrand as hs
from IPython.display import Video
In [2]:
in_csv = "../../examples/data/world_cities.csv"
out_geojson = "../../examples/data/world_cities.geojson"
In [3]:
import pandas as pd
pd.read_csv(in_csv).head(5)
Out[3]:
| name | sov_a3 | latitude | longitude | pop_max | |
|---|---|---|---|---|---|
| 0 | Bombo | UGA | 0.5833 | 32.5333 | 75000 |
| 1 | Fort Portal | UGA | 0.6710 | 30.2750 | 42670 |
| 2 | Potenza | ITA | 40.6420 | 15.7990 | 69060 |
| 3 | Campobasso | ITA | 41.5630 | 14.6560 | 50762 |
| 4 | Aosta | ITA | 45.7370 | 7.3150 | 34062 |
Convert CSV to GeoJSON¶
In [10]:
Video(r"../../examples/videos/csv_to_geojson.mp4", height=500, width=750)
Out[10]:
In [5]:
y = hs.csv_to_geojson(in_csv)
y
Out[5]:
{'type': 'FeatureCollection',
'features': [{'id': '0',
'type': 'Feature',
'properties': {'latitude': 0.5833,
'longitude': 32.5333,
'name': 'Bombo',
'pop_max': 75000,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (32.5333, 0.5833)},
'bbox': (32.5333, 0.5833, 32.5333, 0.5833)},
{'id': '1',
'type': 'Feature',
'properties': {'latitude': 0.671,
'longitude': 30.275,
'name': 'Fort Portal',
'pop_max': 42670,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (30.275, 0.671)},
'bbox': (30.275, 0.671, 30.275, 0.671)},
{'id': '2',
'type': 'Feature',
'properties': {'latitude': 40.642,
'longitude': 15.799,
'name': 'Potenza',
'pop_max': 69060,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (15.799, 40.642)},
'bbox': (15.799, 40.642, 15.799, 40.642)},
{'id': '3',
'type': 'Feature',
'properties': {'latitude': 41.563,
'longitude': 14.656,
'name': 'Campobasso',
'pop_max': 50762,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (14.656, 41.563)},
'bbox': (14.656, 41.563, 14.656, 41.563)},
{'id': '4',
'type': 'Feature',
'properties': {'latitude': 45.737,
'longitude': 7.315,
'name': 'Aosta',
'pop_max': 34062,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (7.315, 45.737)},
'bbox': (7.315, 45.737, 7.315, 45.737)},
{'id': '5',
'type': 'Feature',
'properties': {'latitude': 60.097,
'longitude': 19.949,
'name': 'Mariehamn',
'pop_max': 10682,
'sov_a3': 'ALD'},
'geometry': {'type': 'Point', 'coordinates': (19.949, 60.097)},
'bbox': (19.949, 60.097, 19.949, 60.097)},
{'id': '6',
'type': 'Feature',
'properties': {'latitude': 31.90294,
'longitude': 35.20621,
'name': 'Ramallah',
'pop_max': 24599,
'sov_a3': 'PSE'},
'geometry': {'type': 'Point', 'coordinates': (35.20621, 31.90294)},
'bbox': (35.20621, 31.90294, 35.20621, 31.90294)},
{'id': '7',
'type': 'Feature',
'properties': {'latitude': 41.90001,
'longitude': 12.44781,
'name': 'Vatican City',
'pop_max': 832,
'sov_a3': 'VAT'},
'geometry': {'type': 'Point', 'coordinates': (12.44781, 41.90001)},
'bbox': (12.44781, 41.90001, 12.44781, 41.90001)},
{'id': '8',
'type': 'Feature',
'properties': {'latitude': 46.58329,
'longitude': 0.33328,
'name': 'Poitier',
'pop_max': 85960,
'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (0.33328, 46.58329)},
'bbox': (0.33328, 46.58329, 0.33328, 46.58329)},
{'id': '9',
'type': 'Feature',
'properties': {'latitude': 45.77998,
'longitude': 3.08001,
'name': 'Clermont-Ferrand',
'pop_max': 233050,
'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (3.08001, 45.77998)},
'bbox': (3.08001, 45.77998, 3.08001, 45.77998)},
{'id': '10',
'type': 'Feature',
'properties': {'latitude': 47.23,
'longitude': 6.03001,
'name': 'Besancon',
'pop_max': 128426,
'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (6.03001, 47.23)},
'bbox': (6.03001, 47.23, 6.03001, 47.23)},
{'id': '11',
'type': 'Feature',
'properties': {'latitude': -62.17389,
'longitude': -58.86386,
'name': 'Artigas Base',
'pop_max': 60,
'sov_a3': 'ATA'},
'geometry': {'type': 'Point', 'coordinates': (-58.86386, -62.17389)},
'bbox': (-58.86386, -62.17389, -58.86386, -62.17389)},
{'id': '12',
'type': 'Feature',
'properties': {'latitude': -13.62957,
'longitude': 32.64001,
'name': 'Chipata',
'pop_max': 85963,
'sov_a3': 'ZMB'},
'geometry': {'type': 'Point', 'coordinates': (32.64001, -13.62957)},
'bbox': (32.64001, -13.62957, 32.64001, -13.62957)},
{'id': '13',
'type': 'Feature',
'properties': {'latitude': 0.44042,
'longitude': 33.19993,
'name': 'Jinja',
'pop_max': 301619,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (33.19993, 0.44042)},
'bbox': (33.19993, 0.44042, 33.19993, 0.44042)},
{'id': '14',
'type': 'Feature',
'properties': {'latitude': 3.02037,
'longitude': 30.90002,
'name': 'Arua',
'pop_max': 250000,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (30.90002, 3.02037)},
'bbox': (30.90002, 3.02037, 30.90002, 3.02037)},
{'id': '15',
'type': 'Feature',
'properties': {'latitude': 1.09041,
'longitude': 34.17,
'name': 'Mbale',
'pop_max': 402368,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (34.17, 1.09041)},
'bbox': (34.17, 1.09041, 34.17, 1.09041)},
{'id': '16',
'type': 'Feature',
'properties': {'latitude': 2.54035,
'longitude': 34.63999,
'name': 'Moroto',
'pop_max': 371,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (34.63999, 2.54035)},
'bbox': (34.63999, 2.54035, 34.63999, 2.54035)},
{'id': '17',
'type': 'Feature',
'properties': {'latitude': -0.32961,
'longitude': 31.72999,
'name': 'Masaka',
'pop_max': 65373,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (31.72999, -0.32961)},
'bbox': (31.72999, -0.32961, 31.72999, -0.32961)},
{'id': '18',
'type': 'Feature',
'properties': {'latitude': -0.59962,
'longitude': 30.65,
'name': 'Mbarara',
'pop_max': 83700,
'sov_a3': 'UGA'},
'geometry': {'type': 'Point', 'coordinates': (30.65, -0.59962)},
'bbox': (30.65, -0.59962, 30.65, -0.59962)},
{'id': '19',
'type': 'Feature',
'properties': {'latitude': -20.45954,
'longitude': 16.64001,
'name': 'Otjiwarongo',
'pop_max': 24815,
'sov_a3': 'NAM'},
'geometry': {'type': 'Point', 'coordinates': (16.64001, -20.45954)},
'bbox': (16.64001, -20.45954, 16.64001, -20.45954)},
{'id': '20',
'type': 'Feature',
'properties': {'latitude': 44.50042,
'longitude': 11.34002,
'name': 'Bologna',
'pop_max': 488172,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (11.34002, 44.50042)},
'bbox': (11.34002, 44.50042, 11.34002, 44.50042)},
{'id': '21',
'type': 'Feature',
'properties': {'latitude': 39.2224,
'longitude': 9.10398,
'name': 'Cagliari',
'pop_max': 291511,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (9.10398, 39.2224)},
'bbox': (9.10398, 39.2224, 9.10398, 39.2224)},
{'id': '22',
'type': 'Feature',
'properties': {'latitude': 38.90038,
'longitude': 16.60001,
'name': 'Catanzaro',
'pop_max': 95251,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (16.60001, 38.90038)},
'bbox': (16.60001, 38.90038, 16.60001, 38.90038)},
{'id': '23',
'type': 'Feature',
'properties': {'latitude': 41.11422,
'longitude': 16.87276,
'name': 'Bari',
'pop_max': 500577,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (16.87276, 41.11422)},
'bbox': (16.87276, 41.11422, 16.87276, 41.11422)},
{'id': '24',
'type': 'Feature',
'properties': {'latitude': 42.3504,
'longitude': 13.39002,
'name': "L'Aquila",
'pop_max': 68503,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (13.39002, 42.3504)},
'bbox': (13.39002, 42.3504, 13.39002, 42.3504)},
{'id': '25',
'type': 'Feature',
'properties': {'latitude': 43.60037,
'longitude': 13.49994,
'name': 'Ancona',
'pop_max': 100507,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (13.49994, 43.60037)},
'bbox': (13.49994, 43.60037, 13.49994, 43.60037)},
{'id': '26',
'type': 'Feature',
'properties': {'latitude': 43.11038,
'longitude': 12.38998,
'name': 'Perugia',
'pop_max': 149125,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (12.38998, 43.11038)},
'bbox': (12.38998, 43.11038, 12.38998, 43.11038)},
{'id': '27',
'type': 'Feature',
'properties': {'latitude': 45.65038,
'longitude': 13.80003,
'name': 'Trieste',
'pop_max': 216035,
'sov_a3': 'ITA'},
'geometry': {'type': 'Point', 'coordinates': (13.80003, 45.65038)},
'bbox': (13.80003, 45.65038, 13.80003, 45.65038)},
{'id': '28',
'type': 'Feature',
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'longitude': 11.11998,
'name': 'Trento',
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'sov_a3': 'ITA'},
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'bbox': (11.11998, 46.08043, 11.11998, 46.08043)},
{'id': '29',
'type': 'Feature',
'properties': {'latitude': 14.61041,
'longitude': -61.08003,
'name': 'Fort-de-France',
'pop_max': 253995,
'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (-61.08003, 14.61041)},
'bbox': (-61.08003, 14.61041, -61.08003, 14.61041)},
{'id': '30',
'type': 'Feature',
'properties': {'latitude': 35.42309,
'longitude': 136.76275,
'name': 'Gifu',
'pop_max': 412895,
'sov_a3': 'JPN'},
'geometry': {'type': 'Point', 'coordinates': (136.76275, 35.42309)},
'bbox': (136.76275, 35.42309, 136.76275, 35.42309)},
{'id': '31',
'type': 'Feature',
'properties': {'latitude': 5.49762,
'longitude': -54.03253,
'name': 'Saint-Laurent-du-Maroni',
'pop_max': 24287,
'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (-54.03253, 5.49762)},
'bbox': (-54.03253, 5.49762, -54.03253, 5.49762)},
{'id': '32',
'type': 'Feature',
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'longitude': -0.34999,
'name': 'Caen',
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'sov_a3': 'FRA'},
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'bbox': (-0.34999, 49.18375, -0.34999, 49.18375)},
{'id': '33',
'type': 'Feature',
'properties': {'latitude': 47.21039,
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'name': 'Nantes',
'pop_max': 438537,
'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (-1.59002, 47.21039)},
'bbox': (-1.59002, 47.21039, -1.59002, 47.21039)},
{'id': '34',
'type': 'Feature',
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'name': 'Ajaccio',
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'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (8.72829, 41.92706)},
'bbox': (8.72829, 41.92706, 8.72829, 41.92706)},
{'id': '35',
'type': 'Feature',
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'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (3.86999, 43.6104)},
'bbox': (3.86999, 43.6104, 3.86999, 43.6104)},
{'id': '36',
'type': 'Feature',
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'name': 'Dijon',
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'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (5.03002, 47.3304)},
'bbox': (5.03002, 47.3304, 5.03002, 47.3304)},
{'id': '37',
'type': 'Feature',
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'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (1.90003, 47.90042)},
'bbox': (1.90003, 47.90042, 1.90003, 47.90042)},
{'id': '38',
'type': 'Feature',
'properties': {'latitude': 49.43041,
'longitude': 1.07998,
'name': 'Rouen',
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'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (1.07998, 49.43041)},
'bbox': (1.07998, 49.43041, 1.07998, 49.43041)},
{'id': '39',
'type': 'Feature',
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'sov_a3': 'FRA'},
'geometry': {'type': 'Point', 'coordinates': (4.02998, 49.25039)},
'bbox': (4.02998, 49.25039, 4.02998, 49.25039)},
{'id': '40',
'type': 'Feature',
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'longitude': 2.3,
'name': 'Amiens',
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'sov_a3': 'FRA'},
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{'id': '41',
'type': 'Feature',
'properties': {'latitude': 48.68368,
'longitude': 6.20002,
'name': 'Nancy',
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'sov_a3': 'FRA'},
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'bbox': (6.20002, 48.68368, 6.20002, 48.68368)},
{'id': '42',
'type': 'Feature',
'properties': {'latitude': 16.23039,
'longitude': -61.43998,
'name': 'Basse-terre',
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'sov_a3': 'FRA'},
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'bbox': (-61.43998, 16.23039, -61.43998, 16.23039)},
{'id': '43',
'type': 'Feature',
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'sov_a3': 'SRB'},
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'bbox': (19.84994, 45.25038, 19.84994, 45.25038)},
{'id': '44',
'type': 'Feature',
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'longitude': 17.17997,
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'sov_a3': 'BIH'},
'geometry': {'type': 'Point', 'coordinates': (17.17997, 44.7804)},
'bbox': (17.17997, 44.7804, 17.17997, 44.7804)},
{'id': '45',
'type': 'Feature',
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'sov_a3': 'GBR'},
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'bbox': (-81.32998, 19.28044, -81.32998, 19.28044)},
{'id': '46',
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'sov_a3': 'GBR'},
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{'id': '47',
'type': 'Feature',
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'sov_a3': 'GBR'},
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{'id': '48',
'type': 'Feature',
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'sov_a3': 'SMR'},
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'bbox': (12.46667, 43.91715, 12.46667, 43.91715)},
{'id': '49',
'type': 'Feature',
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'sov_a3': 'NLD'},
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{'id': '50',
'type': 'Feature',
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'sov_a3': 'NLD'},
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'bbox': (-70.02899, 12.53038, -70.02899, 12.53038)},
{'id': '51',
'type': 'Feature',
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'sov_a3': 'LIE'},
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{'id': '52',
'type': 'Feature',
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'sov_a3': 'ATA'},
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'bbox': (-59.68332, -62.49951, -59.68332, -62.49951)},
{'id': '53',
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'sov_a3': 'ATA'},
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{'id': '54',
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'sov_a3': 'ATA'},
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{'id': '55',
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'sov_a3': 'ATA'},
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'bbox': (-68.12354, -67.56478, -68.12354, -67.56478)},
{'id': '56',
'type': 'Feature',
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'sov_a3': 'ATA'},
'geometry': {'type': 'Point', 'coordinates': (-64.04688, -64.76241)},
'bbox': (-64.04688, -64.76241, -64.04688, -64.76241)},
{'id': '57',
'type': 'Feature',
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'sov_a3': 'ATA'},
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{'id': '58',
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'sov_a3': 'ATA'},
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{'id': '59',
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'sov_a3': 'ATA'},
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'bbox': (-58.7716, -62.22485, -58.7716, -62.22485)},
{'id': '60',
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'sov_a3': 'ATA'},
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{'id': '61',
'type': 'Feature',
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...],
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In [6]:
y = hs.csv_to_geojson(in_csv, out_geojson)
Convert CSV to ESRI Shapefile¶
In [11]:
Video(r"../../examples/videos/csv_to_shp.mp4", height=500, width=750)
Out[11]:
In [7]:
out_shp = "../../examples/data/world_cities.shp"
z = hs.csv_to_shp(in_csv, out_shp)
Add CSV file of points as marker clusters to an interactive map¶
In [12]:
Video(r"../../examples/videos/add_csv_marker_cluster.mp4", height=500, width=750)
Out[12]:
In [8]:
Map_hs = hs.Map()
Map_hs.add_points_from_csv(in_csv)
Map_hs
Last update: 2021-05-03