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Develop predictive models for water quality at your beach using high-frequency sample data

Python 100.00%

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wq-models-high-frequency-data's Issues

Availability of csv files

Thanks for sharing this repository and associated datasets! Just a few questions on data.

In terms of data collection:

What is an example of airports.csv?

airport_file = os.path.join(outfolder, 'airports.csv') # file with station metadata (see below for necessary columns)

Are any of the EDA datasets available, such as:

Lovers_Point_variables_fib.csv

trad_sample = wqm.load_data('/Users/rtsearcy/Box/water_quality_modeling/data/fib/agency/Lovers_Point_variables_fib.csv')

LP_hf_modeling_dataset_20130420 / 15 / 18

hf13 = wqm.load_data(os.path.join(hf_folder, 'LP_hf_modeling_dataset_20130420.csv'))

CUTI_daily.csv

trad_file = '/Users/rtsearcy/Box/water_quality_modeling/thfs/traditional_nowcast/modeling_datasets/LP_trad_modeling_dataset_2008_2016_EDA.csv'

full_moon.csv

moon_path = '/Users/rtsearcy/Box/water_quality_modeling/data/tide/full_moon.csv'

logistics_all_events.csv (EDA/model development)

df_log = pd.read_csv('/Users/rtsearcy/Box/water_quality_modeling/thfs/EDA/summer2020/logistics/logistics_all_events.csv',

df_log = pd.read_csv('/Users/rtsearcy/Box/water_quality_modeling/thfs/EDA/summer2020/logistics/logistics_all_events.csv',

Are any of the original HF and RM datasets still available?

And in terms of model development and testing:

What is an example of test_cases.csv? Is it generated elsewhere in the program?

test_cases = pd.read_csv(os.path.join(save_folder, 'test_cases.csv'), index_col=['test_case'])

test_cases = pd.read_csv(os.path.join(folder, 'test_cases.csv'), index_col=['test_case'])

test_cases = pd.read_csv(os.path.join(save_folder, 'test_cases.csv'), index_col=['test_case'])

Thanks!

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