

In [1]:

    
from geopandas import read_file

gdf = read_file('https://libs.cartocdn.com/cartoframes/files/sustainable_palm_oil_production_mills.zip')
gdf.head()









    Out[1]:







  
    
      
      carbon_con
      objectid
      entity_id
      latitude
      longitude
      audit_stat
      legal_radi
      illegal_ra
      radius_umd
      radius_for
      ...
      carbon_r_3
      peat_for_2
      peat_for_3
      primary_10
      primary_11
      mill_name
      parent_com
      rspo_certi
      date_updat
      geometry
    
  
  
    
      0
      460.463240
      1
      ID1822
      -1.585833
      103.205556
      ASA 1
      0
      0.321764
      0.225759
      1099
      ...
      1224
      0
      29
      0.004508
      0.135391
      Muara Bulian Mill
      PT Inti Indosawit Subur
      yes
      14-Aug
      POINT (103.20556 -1.58583)
    
    
      1
      2408.120739
      2
      ID1847
      0.077043
      102.030838
      Renewal Certification
      0
      0.445960
      0.258855
      1979
      ...
      2038
      7
      523
      0.017304
      0.321418
      Pabrik Kelapa Sawit Batang Kulim POM
      PT Musim Mas
      yes
      14-Aug
      POINT (102.03084 0.07704)
    
    
      2
      273.474468
      3
      ID1720
      1.660222
      100.590611
      Initial Certification
      0
      0.498531
      0.248520
      1432
      ...
      1518
      0
      476
      0.000811
      0.193365
      Kayangan and Kencana POM
      PT Salim Ivomas Pratama Tbk
      yes
      14-Aug
      POINT (100.59061 1.66022)
    
    
      3
      37544.098740
      4
      ID1945
      -2.894444
      112.543611
      ASA 1
      0
      0.662863
      0.186332
      226
      ...
      269
      59
      66
      0.124882
      0.189169
      PT Sarana Titian Permata POM
      Wilmar International Ltd
      yes
      14-Aug
      POINT (112.54361 -2.89444)
    
    
      4
      2475.128290
      5
      ID1553
      3.593333
      98.947222
      Initial Certification
      0
      0.533668
      0.028972
      382
      ...
      412
      0
      0
      0.000216
      0.009296
      Adolina POM
      PT Perkebunan Nusantara IV (PERSERO)
      yes
      14-Aug
      POINT (98.94722 3.59333)
    
  

5 rows × 73 columns



In [2]:

    
from cartoframes.viz import Layer

Layer(gdf)

	carbon_con	objectid	entity_id	latitude	longitude	audit_stat	illegal_ra	radius_umd	radius_for	...	carbon_r_3	peat_for_2	peat_for_3	primary_10	primary_11	mill_name	parent_com	rspo_certi	date_updat	geometry
0	460.463240	1	ID1822	-1.585833	103.205556	ASA 1	0.321764	0.225759	1099	...	1224	0	29	0.004508	0.135391	Muara Bulian Mill	PT Inti Indosawit Subur	yes	14-Aug	POINT (103.20556 -1.58583)
1	2408.120739	2	ID1847	0.077043	102.030838	Renewal Certification	0.445960	0.258855	1979	...	2038	7	523	0.017304	0.321418	Pabrik Kelapa Sawit Batang Kulim POM	PT Musim Mas	yes	14-Aug	POINT (102.03084 0.07704)
2	273.474468	3	ID1720	1.660222	100.590611	Initial Certification	0.498531	0.248520	1432	...	1518	0	476	0.000811	0.193365	Kayangan and Kencana POM	PT Salim Ivomas Pratama Tbk	yes	14-Aug	POINT (100.59061 1.66022)
3	37544.098740	4	ID1945	-2.894444	112.543611	ASA 1	0.662863	0.186332	226	...	269	59	66	0.124882	0.189169	PT Sarana Titian Permata POM	Wilmar International Ltd	yes	14-Aug	POINT (112.54361 -2.89444)
4	2475.128290	5	ID1553	3.593333	98.947222	Initial Certification	0.533668	0.028972	382	...	412	0	0	0.000216	0.009296	Adolina POM	PT Perkebunan Nusantara IV (PERSERO)	yes	14-Aug	POINT (98.94722 3.59333)

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