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Edit and run 





In [56]:



    


import pandas as pd
import numpy as np
import pickle
import os
import timeit
root_directory = 'D:/github/w_vattenstatus/ekostat_calculator'#"../" #os.getcwd()
workspace_directory = root_directory + '/workspaces' 
resource_directory = root_directory + '/resources'
#alias = 'lena'
user_id = 'test_user' #kanske ska vara off_line user?
workspace_alias = 'lena_indicator' # kustzonsmodellen_3daydata
# workspace_alias = 'kustzonsmodellen_3daydata'

# ## Initiate EventHandler
print(root_directory)
paths = {'user_id': user_id, 
         'workspace_directory': root_directory + '/workspaces', 
         'resource_directory': root_directory + '/resources', 
         'log_directory': 'D:/github' + '/log', 
         'test_data_directory': 'D:/github' + '/test_data',
         'cache_directory': 'D:/github/w_vattenstatus/cache'}



    


















    






D:/github/w_vattenstatus/ekostat_calculator

















In [34]:



    


file_path = workspace_directory + '/e86ae1c5-d241-46a4-9236-59524b44e500/input_data/exports/all_data.pkl'
print(file_path)



    


















    






D:/github/w_vattenstatus/ekostat_calculator/workspaces/e86ae1c5-d241-46a4-9236-59524b44e500/input_data/exports/all_data.pkl

















In [114]:



    


with open(file_path, "rb") as fid:
    df = pickle.load(fid)



    











In [115]:



    


df.head()



    


















    
Out[115]:










  
    

      
      AMON
      BIOV_CONC_ALL
      BQIm
      CPHL_BTL
      CPHL_INTEG
      DEPH
      DIN
      DOXY_BTL
      DOXY_CTD
      LATIT_DD
      ...
      TEMP
      Q_TEMP
      source_TEMP
      DOXY
      Q_DOXY
      source_DOXY
      CPHL_INTEG_CALC
      CPHL_INTEG_CALC_depths
      CPHL_INTEG_CALC_values
      index_column
    

  
  
    

      0
      NaN
      NaN
      NaN
      NaN
      0.68
      NaN
      NaN
      NaN
      NaN
      58.80317
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      0
    

    

      1
      NaN
      NaN
      NaN
      NaN
      0.60
      NaN
      NaN
      NaN
      NaN
      58.25987
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      1
    

    

      2
      NaN
      NaN
      NaN
      NaN
      1.50
      NaN
      NaN
      NaN
      NaN
      56.37085
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      2
    

    

      3
      NaN
      NaN
      NaN
      NaN
      1.02
      NaN
      NaN
      NaN
      NaN
      65.72950
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      3
    

    

      4
      NaN
      NaN
      NaN
      NaN
      1.02
      NaN
      NaN
      NaN
      NaN
      65.72950
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      4
    

  



5 rows × 77 columns



















In [117]:



    


df2 = df[['SDATE','STATN','CPHL_BTL','DEPH','WADEP']].dropna(subset = ['CPHL_BTL'])
df2.head()



    


















    
Out[117]:










  
    

      
      SDATE
      STATN
      CPHL_BTL
      DEPH
      WADEP
    

  
  
    

      5199
      2017-12-06
      BYTTELOCKET
      1.6
      0.0
      28.0
    

    

      5200
      2017-12-06
      BYTTELOCKET
      1.1
      2.0
      28.0
    

    

      5201
      2017-12-06
      BYTTELOCKET
      0.8
      5.0
      28.0
    

    

      5202
      2017-12-06
      BYTTELOCKET
      1.1
      10.0
      28.0
    

    

      5203
      2017-12-06
      BYTTELOCKET
      0.5
      15.0
      28.0
    

  




















In [59]:



    


%%timeit
index_df = df2.groupby(['SDATE', 'STATN'])['DEPH'].idxmin()
index_df.head()



    


















    






846 ms ± 79.7 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)

















In [55]:



    


df2.loc[index_df.values].head()



    


















    
Out[55]:










  
    

      
      SDATE
      STATN
      CPHL_BTL
      DEPH
    

  
  
    

      91732
      2007-01-08
      SLÄGGÖ
      0.4
      0.0
    

    

      91665
      2007-01-09
      BROFJORDEN/STRETUDDEN
      0.5
      1.0
    

    

      91674
      2007-01-09
      BYFJORDEN
      0.9
      1.0
    

    

      91682
      2007-01-09
      BYTTELOCKET
      0.6
      1.0
    

    

      91689
      2007-01-09
      GALTERÖ
      0.6
      1.0
    

  




















In [60]:



    


indexlist.head()



    


















    
Out[60]:










  
    

      
      
      CPHL_BTL
    

    

      SDATE
      STATN
      
    

  
  
    

      2007-01-01
      ÅKERVIKSUDDE
      
    

    

      2007-01-03
      KOVIKSUDDE
      
    

    

      2007-01-06
      VÄXLET
      
    

    

      ÅKERVIKSUDDE
      
    

    

      2007-01-08
      L1 / GRÄSÖRENBRON
      
    

  




















In [63]:



    


index_df = df2.groupby(['SDATE', 'STATN'])['DEPH'].idxmax()



    











In [64]:



    


df2.loc[index_df.values].head()



    


















    
Out[64]:










  
    

      
      SDATE
      STATN
      CPHL_BTL
      DEPH
    

  
  
    

      91735
      2007-01-08
      SLÄGGÖ
      0.2
      15.0
    

    

      91671
      2007-01-09
      BROFJORDEN/STRETUDDEN
      0.4
      30.0
    

    

      91680
      2007-01-09
      BYFJORDEN
      0.2
      30.0
    

    

      91688
      2007-01-09
      BYTTELOCKET
      0.6
      26.0
    

    

      91695
      2007-01-09
      GALTERÖ
      0.5
      30.0
    

  




















In [121]:



    


index_list = []
for name, group in df2.groupby(['SDATE', 'STATN']):
    if group.DEPH.min() <= 5 and group.WADEP.unique()[0] < 12:
        index_list = index_list + [group.DEPH.idxmin()]
    else:
        index_list = index_list + group.index.tolist()



    











In [122]:



    


index_list



    


















    
Out[122]:








[91732,
 91733,
 91734,
 91735,
 91665,
 91666,
 91667,
 91668,
 91669,
 91670,
 91671,
 91674,
 91675,
 91676,
 91677,
 91678,
 91679,
 91680,
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 91684,
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 90951,
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 90262,
 90265,
 90273,
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 90201,
 90202,
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 90209,
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 90046,
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 90050,
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 90061,
 90062,
 90063,
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 90066,
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 90073,
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 90011,
 90012,
 90013,
 90014,
 90015,
 90017,
 90018,
 90019,
 90020,
 90021,
 90022,
 90023,
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 89972,
 89973,
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 89977,
 89979,
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 89960,
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 89962,
 89963,
 89964,
 89965,
 89966,
 89916,
 89922,
 89918,
 89920,
 89924,
 89926,
 89928,
 89930,
 89934,
 89938,
 89940,
 89944,
 89948,
 89950,
 89951,
 89952,
 89953,
 89954,
 89955,
 89956,
 89957,
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 89780,
 89781,
 89782,
 89783,
 89785,
 89787,
 89788,
 89814,
 89816,
 89818,
 89823,
 89824,
 89851,
 89853,
 89861,
 89863,
 89894,
 89745,
 89754,
 89762,
 89765,
 89773,
 89570,
 89571,
 89572,
 89573,
 89574,
 89576,
 89578,
 89528,
 89529,
 89530,
 89531,
 89532,
 89534,
 89535,
 89536,
 89538,
 89539,
 89540,
 89541,
 89542,
 89543,
 89545,
 89546,
 89547,
 89548,
 89549,
 89402,
 89403,
 89404,
 89405,
 89406,
 89407,
 89408,
 89411,
 89412,
 89413,
 89414,
 89415,
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 89417,
 89419,
 89420,
 89421,
 89422,
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 89424,
 89426,
 89427,
 89428,
 89429,
 89430,
 89431,
 89432,
 89434,
 89435,
 89436,
 89437,
 89438,
 89439,
 89440,
 89442,
 89443,
 89444,
 89445,
 89446,
 89448,
 89459,
 89460,
 89461,
 89462,
 89463,
 89464,
 89465,
 89467,
 89468,
 89469,
 89470,
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 89472,
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 89479,
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 89290,
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 89362,
 89363,
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 89227,
 89232,
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 89262,
 89263,
 89278,
 89280,
 89282,
 89165,
 89180,
 89191,
 89202,
 89104,
 89105,
 89106,
 89107,
 89108,
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 89112,
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 89120,
 89126,
 89131,
 89140,
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 89159,
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 89073,
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 89075,
 89076,
 89019,
 89021,
 89023,
 89025,
 89027,
 89029,
 89031,
 89033,
 89035,
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 89044,
 89045,
 89046,
 89047,
 89048,
 89049,
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 88991,
 88992,
 88993,
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 88996,
 88998,
 89005,
 89006,
 89007,
 89008,
 89009,
 89010,
 89011,
 89012,
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 88612,
 88613,
 88624,
 88625,
 88626,
 88627,
 88628,
 88629,
 88630,
 88632,
 88633,
 88634,
 88635,
 88636,
 88637,
 88638,
 88641,
 88642,
 88643,
 88644,
 88645,
 88646,
 88647,
 88648,
 88649,
 88650,
 88651,
 88652,
 88653,
 88654,
 88656,
 88657,
 88658,
 88660,
 88661,
 88662,
 88663,
 88664,
 ...]

















In [126]:



    


df3 = df.dropna(subset = ['BIOV_CONC_ALL'])
df3.head()



    


















    
Out[126]:










  
    

      
      AMON
      BIOV_CONC_ALL
      BQIm
      CPHL_BTL
      CPHL_INTEG
      DEPH
      DIN
      DOXY_BTL
      DOXY_CTD
      LATIT_DD
      ...
      TEMP
      Q_TEMP
      source_TEMP
      DOXY
      Q_DOXY
      source_DOXY
      CPHL_INTEG_CALC
      CPHL_INTEG_CALC_depths
      CPHL_INTEG_CALC_values
      index_column
    

  
  
    

      91744
      NaN
      0.100514
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      58.25830
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      91744
    

    

      91745
      NaN
      0.210943
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      58.31250
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      91745
    

    

      91746
      NaN
      0.155373
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      56.37083
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      91746
    

    

      91747
      NaN
      0.087331
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      58.31250
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      91747
    

    

      91748
      NaN
      0.102906
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
      58.23000
      ...
      NaN
      
      
      NaN
      
      
      NaN
      NaN
      NaN
      91748
    

  



5 rows × 77 columns



















In [174]:



    


df.loc[(df.WADEP < 12) & (df.STATN == 'APELVIKEN') & (df.YEAR == 2010)][['CPHL_INTEG','CPHL_BTL','DEPH','WADEP','STATN','SDATE','YEAR','MXDEP','MNDEP']].dropna(subset = ['CPHL_INTEG', 'CPHL_BTL'], how = 'all')



    


















    
Out[174]:










  
    

      
      CPHL_INTEG
      CPHL_BTL
      DEPH
      WADEP
      STATN
      SDATE
      YEAR
      MXDEP
      MNDEP
    

  
  
    

      59803
      NaN
      1.3
      0.0
      3.0
      APELVIKEN
      2010-08-02
      2010
      NaN
      NaN
    

    

      59805
      NaN
      0.4
      2.0
      3.0
      APELVIKEN
      2010-08-02
      2010
      NaN
      NaN
    

    

      60807
      NaN
      3.2
      0.0
      4.0
      APELVIKEN
      2010-07-06
      2010
      NaN
      NaN
    

    

      60810
      NaN
      2.1
      3.0
      4.0
      APELVIKEN
      2010-07-06
      2010
      NaN
      NaN
    

    

      61970
      NaN
      3.2
      0.0
      4.0
      APELVIKEN
      2010-06-01
      2010
      NaN
      NaN
    

    

      61973
      NaN
      3.6
      3.0
      4.0
      APELVIKEN
      2010-06-01
      2010
      NaN
      NaN
    

    

      64094
      NaN
      0.6
      0.0
      3.0
      APELVIKEN
      2010-02-23
      2010
      NaN
      NaN
    

    

      64096
      NaN
      0.5
      2.0
      3.0
      APELVIKEN
      2010-02-23
      2010
      NaN
      NaN
    

    

      64643
      NaN
      0.2
      0.0
      5.0
      APELVIKEN
      2010-02-02
      2010
      NaN
      NaN
    

    

      64647
      NaN
      2.8
      4.0
      5.0
      APELVIKEN
      2010-02-02
      2010
      NaN
      NaN
    

  




















In [229]:



    


df4 = pd.DataFrame()
for name, group in df.loc[df.STATN.isin(['APELVIKEN', 'RÅNEÅ-1'])].groupby(['STATN','SDATE']):
    #print(name)
    #print(~group[['CPHL_BTL', 'CPHL_INTEG']].isnull().all())
    indicator_cols = ~group[['CPHL_BTL', 'CPHL_INTEG']].isnull().all() 
    indicator_cols = indicator_cols[np.where(indicator_cols)[0]].index[:].tolist()
    if len(indicator_cols) == 0:
        continue
    if 'CPHL_INTEG' in indicator_cols:
        df33 = group.dropna(subset = ['CPHL_INTEG'])
        df33.rename(columns = {'CPHL_INTEG': 'CPHL'}, inplace = True)
        print(df33.columns)
        df33 = df33[['CPHL', 'SALT', 'DEPH','STATN','SDATE', 'VISS_EU_CD', 'WATER_BODY_NAME', 'WATER_TYPE_AREA']]
        df33['CPHL_source'] = 'hose'
        print(df33)
        df4 = df4.append(df33)
    elif group.DEPH.min() < 5:
            minD = group.DEPH.min()
            agg_dict1 = {'CPHL_BTL': 'mean', 'SALT': 'mean', 'DEPH': 'min', 'VISS_EU_CD': 'max', 'WATER_BODY_NAME': 'max', 'WATER_TYPE_AREA': 'max'}  
            df3 = group.loc[group.DEPH == minD].dropna(subset = ['CPHL_BTL']).groupby(['STATN','SDATE']).agg(agg_dict1).reset_index()
            df3.rename(columns = {'CPHL_BTL': 'CPHL'}, inplace = True)
            df3['CPHL_source'] = 'bottle'
            df4 = df4.append(df3)
            print(indicator_cols)
            print(minD)
            #print(group.loc[group.DEPH == minD][['CPHL_BTL','CPHL_INTEG','DEPH','SDATE']])
            print(df3)
    else:
        continue



    


















    






['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2009-06-08   2.3  28.383   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2009-07-13   3.8  22.062   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2009-08-10   6.6  19.786   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL  SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2010-02-02   0.2   2.0   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2010-02-23   0.6  32.391   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2010-06-01   3.2  22.704   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2010-07-06   3.2  17.492   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2010-08-02   1.3  17.993   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2011-01-25   0.4  26.565   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2011-02-22  12.9  23.615   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL  SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2011-03-22   1.7   2.0   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2011-06-08   8.6  15.896   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2011-07-05   2.2  25.916   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.0
       STATN       SDATE  CPHL    SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2011-08-02   3.7  21.205   0.0  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.5
       STATN       SDATE  CPHL   SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2016-11-30  1.76  25.12   0.5  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.5
       STATN       SDATE  CPHL   SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2017-01-10  1.03  26.23   0.5  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
['CPHL_BTL']
0.5
       STATN       SDATE  CPHL   SALT  DEPH       VISS_EU_CD WATER_BODY_NAME  \
0  APELVIKEN  2017-01-31  1.99  19.84   0.5  SE585990-111125       Dynekilen   

                     WATER_TYPE_AREA CPHL_source  
0  01n - Västkustens inre kustvatten      bottle  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
5150  0.02   NaN   NaN  RÅNEÅ-1  2007-03-12  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
5150  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')









    






C:\Anaconda3\envs\LenaEnv\lib\site-packages\pandas\core\frame.py:2834: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  **kwargs)










    






       CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
5042  0.795   NaN   NaN  RÅNEÅ-1  2007-05-23  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
5042  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
       CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
5003  1.365   NaN   NaN  RÅNEÅ-1  2007-06-06  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
5003  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4922  2.27   NaN   NaN  RÅNEÅ-1  2007-08-01  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4922  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
       CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4817  3.075   NaN   NaN  RÅNEÅ-1  2007-09-26  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4817  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4742  1.78   NaN   NaN  RÅNEÅ-1  2007-11-07  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4742  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4645   0.1   NaN   NaN  RÅNEÅ-1  2008-03-12  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4645  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4530  0.52   NaN   NaN  RÅNEÅ-1  2008-05-21  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4530  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4481  4.39   NaN   NaN  RÅNEÅ-1  2008-06-11  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4481  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4352  3.72   NaN   NaN  RÅNEÅ-1  2008-07-30  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4352  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4277  3.13   NaN   NaN  RÅNEÅ-1  2008-08-27  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4277  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4156  1.89   NaN   NaN  RÅNEÅ-1  2008-11-05  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4156  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
4083   0.1   NaN   NaN  RÅNEÅ-1  2009-03-17  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
4083  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3988  0.81   NaN   NaN  RÅNEÅ-1  2009-05-20  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3988  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3950  2.62   NaN   NaN  RÅNEÅ-1  2009-06-10  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3950  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
       CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3823  2.095   NaN   NaN  RÅNEÅ-1  2009-07-29  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3823  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3754  3.01   NaN   NaN  RÅNEÅ-1  2009-08-26  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3754  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
       CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3672  2.905   NaN   NaN  RÅNEÅ-1  2009-10-21  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3672  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3567  0.02   NaN   NaN  RÅNEÅ-1  2010-03-11  SE654820-222660     Rånefjärden   
3568  0.02   NaN   NaN  RÅNEÅ-1  2010-03-11  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3567  22 - Norra Bottenviken. Inre kustvatten        hose  
3568  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3468  1.01   NaN   NaN  RÅNEÅ-1  2010-05-19  SE654820-222660     Rånefjärden   
3469  0.82   NaN   NaN  RÅNEÅ-1  2010-05-19  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3468  22 - Norra Bottenviken. Inre kustvatten        hose  
3469  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3415  2.88   NaN   NaN  RÅNEÅ-1  2010-06-09  SE654820-222660     Rånefjärden   
3416  2.57   NaN   NaN  RÅNEÅ-1  2010-06-09  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3415  22 - Norra Bottenviken. Inre kustvatten        hose  
3416  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3253  4.25   NaN   NaN  RÅNEÅ-1  2010-08-04  SE654820-222660     Rånefjärden   
3254  4.40   NaN   NaN  RÅNEÅ-1  2010-08-04  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3253  22 - Norra Bottenviken. Inre kustvatten        hose  
3254  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3143  3.46   NaN   NaN  RÅNEÅ-1  2010-09-01  SE654820-222660     Rånefjärden   
3144  3.35   NaN   NaN  RÅNEÅ-1  2010-09-01  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3143  22 - Norra Bottenviken. Inre kustvatten        hose  
3144  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
3043  2.79   NaN   NaN  RÅNEÅ-1  2010-10-27  SE654820-222660     Rånefjärden   
3044  2.70   NaN   NaN  RÅNEÅ-1  2010-10-27  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
3043  22 - Norra Bottenviken. Inre kustvatten        hose  
3044  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
2916  0.38   NaN   NaN  RÅNEÅ-1  2011-03-31  SE654820-222660     Rånefjärden   
2917  0.34   NaN   NaN  RÅNEÅ-1  2011-03-31  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
2916  22 - Norra Bottenviken. Inre kustvatten        hose  
2917  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
2797  1.93   NaN   NaN  RÅNEÅ-1  2011-05-18  SE654820-222660     Rånefjärden   
2798  1.72   NaN   NaN  RÅNEÅ-1  2011-05-18  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
2797  22 - Norra Bottenviken. Inre kustvatten        hose  
2798  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
2752  5.26   NaN   NaN  RÅNEÅ-1  2011-06-08  SE654820-222660     Rånefjärden   
2753  5.13   NaN   NaN  RÅNEÅ-1  2011-06-08  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
2752  22 - Norra Bottenviken. Inre kustvatten        hose  
2753  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
2401  2.75   NaN   NaN  RÅNEÅ-1  2011-08-03  SE654820-222660     Rånefjärden   
2402  2.81   NaN   NaN  RÅNEÅ-1  2011-08-03  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
2401  22 - Norra Bottenviken. Inre kustvatten        hose  
2402  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
2266  5.87   NaN   NaN  RÅNEÅ-1  2011-09-07  SE654820-222660     Rånefjärden   
2267  5.99   NaN   NaN  RÅNEÅ-1  2011-09-07  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
2266  22 - Norra Bottenviken. Inre kustvatten        hose  
2267  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
2151  0.42   NaN   NaN  RÅNEÅ-1  2011-10-26  SE654820-222660     Rånefjärden   
2152  0.39   NaN   NaN  RÅNEÅ-1  2011-10-26  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
2151  22 - Norra Bottenviken. Inre kustvatten        hose  
2152  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1933  0.03   NaN   NaN  RÅNEÅ-1  2012-03-20  SE654820-222660     Rånefjärden   
1934  0.03   NaN   NaN  RÅNEÅ-1  2012-03-20  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1933  22 - Norra Bottenviken. Inre kustvatten        hose  
1934  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1837  0.61   NaN   NaN  RÅNEÅ-1  2012-05-09  SE654820-222660     Rånefjärden   
1838  0.63   NaN   NaN  RÅNEÅ-1  2012-05-09  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1837  22 - Norra Bottenviken. Inre kustvatten        hose  
1838  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1752  2.09   NaN   NaN  RÅNEÅ-1  2012-06-06  SE654820-222660     Rånefjärden   
1753  2.10   NaN   NaN  RÅNEÅ-1  2012-06-06  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1752  22 - Norra Bottenviken. Inre kustvatten        hose  
1753  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1552  4.45   NaN   NaN  RÅNEÅ-1  2012-08-01  SE654820-222660     Rånefjärden   
1553  4.66   NaN   NaN  RÅNEÅ-1  2012-08-01  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1552  22 - Norra Bottenviken. Inre kustvatten        hose  
1553  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1453  3.98   NaN   NaN  RÅNEÅ-1  2012-08-29  SE654820-222660     Rånefjärden   
1454  3.92   NaN   NaN  RÅNEÅ-1  2012-08-29  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1453  22 - Norra Bottenviken. Inre kustvatten        hose  
1454  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1308  1.80   NaN   NaN  RÅNEÅ-1  2012-10-24  SE654820-222660     Rånefjärden   
1309  1.70   NaN   NaN  RÅNEÅ-1  2012-10-24  SE654820-222660     Rånefjärden   
1310  1.79   NaN   NaN  RÅNEÅ-1  2012-10-24  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1308  22 - Norra Bottenviken. Inre kustvatten        hose  
1309  22 - Norra Bottenviken. Inre kustvatten        hose  
1310  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1164  0.14   NaN   NaN  RÅNEÅ-1  2013-03-21  SE654820-222660     Rånefjärden   
1165  0.14   NaN   NaN  RÅNEÅ-1  2013-03-21  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1164  22 - Norra Bottenviken. Inre kustvatten        hose  
1165  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1100  0.81   NaN   NaN  RÅNEÅ-1  2013-05-22  SE654820-222660     Rånefjärden   
1101  0.80   NaN   NaN  RÅNEÅ-1  2013-05-22  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1100  22 - Norra Bottenviken. Inre kustvatten        hose  
1101  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
      CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
1060  3.61   NaN   NaN  RÅNEÅ-1  2013-06-05  SE654820-222660     Rånefjärden   
1061  3.50   NaN   NaN  RÅNEÅ-1  2013-06-05  SE654820-222660     Rånefjärden   

                              WATER_TYPE_AREA CPHL_source  
1060  22 - Norra Bottenviken. Inre kustvatten        hose  
1061  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
937  3.82   NaN   NaN  RÅNEÅ-1  2013-08-14  SE654820-222660     Rånefjärden   
938  3.93   NaN   NaN  RÅNEÅ-1  2013-08-14  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
937  22 - Norra Bottenviken. Inre kustvatten        hose  
938  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
853  5.33   NaN   NaN  RÅNEÅ-1  2013-09-18  SE654820-222660     Rånefjärden   
854  5.40   NaN   NaN  RÅNEÅ-1  2013-09-18  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
853  22 - Norra Bottenviken. Inre kustvatten        hose  
854  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
815  3.31   NaN   NaN  RÅNEÅ-1  2013-10-30  SE654820-222660     Rånefjärden   
816  3.45   NaN   NaN  RÅNEÅ-1  2013-10-30  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
815  22 - Norra Bottenviken. Inre kustvatten        hose  
816  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
727  0.23   NaN   NaN  RÅNEÅ-1  2014-03-12  SE654820-222660     Rånefjärden   
728  0.19   NaN   NaN  RÅNEÅ-1  2014-03-12  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
727  22 - Norra Bottenviken. Inre kustvatten        hose  
728  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
659  1.19   NaN   NaN  RÅNEÅ-1  2014-05-21  SE654820-222660     Rånefjärden   
660  1.21   NaN   NaN  RÅNEÅ-1  2014-05-21  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
659  22 - Norra Bottenviken. Inre kustvatten        hose  
660  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
649  2.78   NaN   NaN  RÅNEÅ-1  2014-06-04  SE654820-222660     Rånefjärden   
650  2.71   NaN   NaN  RÅNEÅ-1  2014-06-04  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
649  22 - Norra Bottenviken. Inre kustvatten        hose  
650  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
584  3.83   NaN   NaN  RÅNEÅ-1  2014-07-30  SE654820-222660     Rånefjärden   
585  4.14   NaN   NaN  RÅNEÅ-1  2014-07-30  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
584  22 - Norra Bottenviken. Inre kustvatten        hose  
585  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
529  3.58   NaN   NaN  RÅNEÅ-1  2014-09-10  SE654820-222660     Rånefjärden   
530  3.59   NaN   NaN  RÅNEÅ-1  2014-09-10  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
529  22 - Norra Bottenviken. Inre kustvatten        hose  
530  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
495  2.28   NaN   NaN  RÅNEÅ-1  2014-10-22  SE654820-222660     Rånefjärden   
496  2.28   NaN   NaN  RÅNEÅ-1  2014-10-22  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
495  22 - Norra Bottenviken. Inre kustvatten        hose  
496  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
441  0.28   NaN   NaN  RÅNEÅ-1  2015-02-11  SE654820-222660     Rånefjärden   
442  0.28   NaN   NaN  RÅNEÅ-1  2015-02-11  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
441  22 - Norra Bottenviken. Inre kustvatten        hose  
442  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
398  0.76   NaN   NaN  RÅNEÅ-1  2015-05-20  SE654820-222660     Rånefjärden   
399  0.82   NaN   NaN  RÅNEÅ-1  2015-05-20  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
398  22 - Norra Bottenviken. Inre kustvatten        hose  
399  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
389  2.04   NaN   NaN  RÅNEÅ-1  2015-06-02  SE654820-222660     Rånefjärden   
390  2.21   NaN   NaN  RÅNEÅ-1  2015-06-02  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
389  22 - Norra Bottenviken. Inre kustvatten        hose  
390  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
288  3.71   NaN   NaN  RÅNEÅ-1  2015-08-05  SE654820-222660     Rånefjärden   
289  3.77   NaN   NaN  RÅNEÅ-1  2015-08-05  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
288  22 - Norra Bottenviken. Inre kustvatten        hose  
289  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
221  2.67   NaN   NaN  RÅNEÅ-1  2015-10-07  SE654820-222660     Rånefjärden   
222  2.95   NaN   NaN  RÅNEÅ-1  2015-10-07  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
221  22 - Norra Bottenviken. Inre kustvatten        hose  
222  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
172  0.25   NaN   NaN  RÅNEÅ-1  2016-03-22  SE654820-222660     Rånefjärden   
173  0.24   NaN   NaN  RÅNEÅ-1  2016-03-22  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
172  22 - Norra Bottenviken. Inre kustvatten        hose  
173  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
144  0.62   NaN   NaN  RÅNEÅ-1  2016-05-11  SE654820-222660     Rånefjärden   
145  0.65   NaN   NaN  RÅNEÅ-1  2016-05-11  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
144  22 - Norra Bottenviken. Inre kustvatten        hose  
145  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
     CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
126  3.68   NaN   NaN  RÅNEÅ-1  2016-06-15  SE654820-222660     Rånefjärden   
127  3.62   NaN   NaN  RÅNEÅ-1  2016-06-15  SE654820-222660     Rånefjärden   

                             WATER_TYPE_AREA CPHL_source  
126  22 - Norra Bottenviken. Inre kustvatten        hose  
127  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
    CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
63  6.42   NaN   NaN  RÅNEÅ-1  2016-08-17  SE654820-222660     Rånefjärden   
64  6.50   NaN   NaN  RÅNEÅ-1  2016-08-17  SE654820-222660     Rånefjärden   

                            WATER_TYPE_AREA CPHL_source  
63  22 - Norra Bottenviken. Inre kustvatten        hose  
64  22 - Norra Bottenviken. Inre kustvatten        hose  
Index(['AMON', 'BIOV_CONC_ALL', 'BQIm', 'CPHL_BTL', 'CPHL', 'DEPH', 'DIN',
       'DOXY_BTL', 'DOXY_CTD', 'LATIT_DD', 'LONGI_DD', 'MNDEP', 'MXDEP',
       'MYEAR', 'NTOT', 'NTRA', 'NTRI', 'NTRZ', 'PHOS', 'PTOT', 'Q_AMON',
       'Q_BIOV_CONC_ALL', 'Q_BQIm', 'Q_CPHL_BTL', 'Q_CPHL_INTEG', 'Q_DOXY_BTL',
       'Q_DOXY_CTD', 'Q_NTOT', 'Q_NTRA', 'Q_NTRI', 'Q_NTRZ', 'Q_PHOS',
       'Q_PTOT', 'Q_SALT_BTL', 'Q_SALT_CTD', 'Q_SECCHI', 'Q_TEMP_BTL',
       'Q_TEMP_CTD', 'RLABO', 'SALT_BTL', 'SALT_CTD', 'SDATE', 'SEA_BASIN',
       'SECCHI', 'SERNO', 'SHARKID_MD5', 'SHIPC', 'STATN', 'STIME', 'TEMP_BTL',
       'TEMP_CTD', 'VISS_EU_CD', 'WADEP', 'WATER_BODY_NAME', 'WATER_DISTRICT',
       'WATER_TYPE_AREA', 'WLTYP', 'origin_dtype', 'origin_file_path', 'MONTH',
       'YEAR', 'POSITION', 'visit_id_str', 'date', 'SALT', 'Q_SALT',
       'source_SALT', 'TEMP', 'Q_TEMP', 'source_TEMP', 'DOXY', 'Q_DOXY',
       'source_DOXY', 'CPHL_INTEG_CALC', 'CPHL_INTEG_CALC_depths',
       'CPHL_INTEG_CALC_values', 'index_column'],
      dtype='object')
    CPHL  SALT  DEPH    STATN       SDATE       VISS_EU_CD WATER_BODY_NAME  \
35  4.07   NaN   NaN  RÅNEÅ-1  2016-09-14  SE654820-222660     Rånefjärden   
36  4.10   NaN   NaN  RÅNEÅ-1  2016-09-14  SE654820-222660     Rånefjärden   

                            WATER_TYPE_AREA CPHL_source  
35  22 - Norra Bottenviken. Inre kustvatten        hose  
36  22 - Norra Bottenviken. Inre kustvatten        hose  

















In [230]:



    


df4



    


















    
Out[230]:










  
    

      
      CPHL
      CPHL_source
      DEPH
      SALT
      SDATE
      STATN
      VISS_EU_CD
      WATER_BODY_NAME
      WATER_TYPE_AREA
    

  
  
    

      0
      2.300
      bottle
      0.0
      28.383
      2009-06-08
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      3.800
      bottle
      0.0
      22.062
      2009-07-13
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      6.600
      bottle
      0.0
      19.786
      2009-08-10
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      0.200
      bottle
      0.0
      2.000
      2010-02-02
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      0.600
      bottle
      0.0
      32.391
      2010-02-23
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      3.200
      bottle
      0.0
      22.704
      2010-06-01
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      3.200
      bottle
      0.0
      17.492
      2010-07-06
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      1.300
      bottle
      0.0
      17.993
      2010-08-02
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      0.400
      bottle
      0.0
      26.565
      2011-01-25
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      12.900
      bottle
      0.0
      23.615
      2011-02-22
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      1.700
      bottle
      0.0
      2.000
      2011-03-22
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      8.600
      bottle
      0.0
      15.896
      2011-06-08
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      2.200
      bottle
      0.0
      25.916
      2011-07-05
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      3.700
      bottle
      0.0
      21.205
      2011-08-02
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      1.760
      bottle
      0.5
      25.120
      2016-11-30
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      1.030
      bottle
      0.5
      26.230
      2017-01-10
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      0
      1.990
      bottle
      0.5
      19.840
      2017-01-31
      APELVIKEN
      SE585990-111125
      Dynekilen
      01n - Västkustens inre kustvatten
    

    

      5150
      0.020
      hose
      NaN
      NaN
      2007-03-12
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      5042
      0.795
      hose
      NaN
      NaN
      2007-05-23
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      5003
      1.365
      hose
      NaN
      NaN
      2007-06-06
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4922
      2.270
      hose
      NaN
      NaN
      2007-08-01
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4817
      3.075
      hose
      NaN
      NaN
      2007-09-26
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4742
      1.780
      hose
      NaN
      NaN
      2007-11-07
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4645
      0.100
      hose
      NaN
      NaN
      2008-03-12
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4530
      0.520
      hose
      NaN
      NaN
      2008-05-21
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4481
      4.390
      hose
      NaN
      NaN
      2008-06-11
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4352
      3.720
      hose
      NaN
      NaN
      2008-07-30
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4277
      3.130
      hose
      NaN
      NaN
      2008-08-27
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4156
      1.890
      hose
      NaN
      NaN
      2008-11-05
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      4083
      0.100
      hose
      NaN
      NaN
      2009-03-17
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
    

    

      659
      1.190
      hose
      NaN
      NaN
      2014-05-21
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      660
      1.210
      hose
      NaN
      NaN
      2014-05-21
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      649
      2.780
      hose
      NaN
      NaN
      2014-06-04
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      650
      2.710
      hose
      NaN
      NaN
      2014-06-04
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      584
      3.830
      hose
      NaN
      NaN
      2014-07-30
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      585
      4.140
      hose
      NaN
      NaN
      2014-07-30
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      529
      3.580
      hose
      NaN
      NaN
      2014-09-10
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      530
      3.590
      hose
      NaN
      NaN
      2014-09-10
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      495
      2.280
      hose
      NaN
      NaN
      2014-10-22
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      496
      2.280
      hose
      NaN
      NaN
      2014-10-22
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      441
      0.280
      hose
      NaN
      NaN
      2015-02-11
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      442
      0.280
      hose
      NaN
      NaN
      2015-02-11
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      398
      0.760
      hose
      NaN
      NaN
      2015-05-20
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      399
      0.820
      hose
      NaN
      NaN
      2015-05-20
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      389
      2.040
      hose
      NaN
      NaN
      2015-06-02
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      390
      2.210
      hose
      NaN
      NaN
      2015-06-02
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      288
      3.710
      hose
      NaN
      NaN
      2015-08-05
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      289
      3.770
      hose
      NaN
      NaN
      2015-08-05
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      221
      2.670
      hose
      NaN
      NaN
      2015-10-07
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      222
      2.950
      hose
      NaN
      NaN
      2015-10-07
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      172
      0.250
      hose
      NaN
      NaN
      2016-03-22
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      173
      0.240
      hose
      NaN
      NaN
      2016-03-22
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      144
      0.620
      hose
      NaN
      NaN
      2016-05-11
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      145
      0.650
      hose
      NaN
      NaN
      2016-05-11
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      126
      3.680
      hose
      NaN
      NaN
      2016-06-15
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      127
      3.620
      hose
      NaN
      NaN
      2016-06-15
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      63
      6.420
      hose
      NaN
      NaN
      2016-08-17
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      64
      6.500
      hose
      NaN
      NaN
      2016-08-17
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      35
      4.070
      hose
      NaN
      NaN
      2016-09-14
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

    

      36
      4.100
      hose
      NaN
      NaN
      2016-09-14
      RÅNEÅ-1
      SE654820-222660
      Rånefjärden
      22 - Norra Bottenviken. Inre kustvatten
    

  



116 rows × 9 columns

Content source: ekostat/ekostat_calculator

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