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space weather dashboard build your own custom dashboard to analyze and predict weather

By Zany ZebraZany Zebra on Oct 07, 2020 
import sqlite3
conn = sqlite3.connect("space.db", isolation_level=None)
cur = conn.cursor()cur.execute('''
    CREATE TABLE sunspots (
    id INTEGER PRIMARY KEY AUTOINCREMENT,
    date DATE,
    sunspot_count INTEGER,
    sunspot_sd REAL,
    sunspot_obs_no INTEGER
    );
    ''')

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space weather dashboard build your own custom dashboard to analyze and predict weather

By Zany ZebraZany Zebra on Oct 07, 2020 
for file in file_list:
    station = ''
    lat = 0
    long = 0
    
    date_today = str(now.year) + str(now.strftime("%m")) + str(now.strftime("%d"))
    
    if(date_today in file):
        ftp.retrbinary("RETR " + file, open(file, 'wb').write)
        temp=open(file, 'rb')
        
        data_rows = 0        for line in temp:    
            if(data_rows == 1):
                row_bytes = line.split()
                date_time = row_bytes[0].decode("utf-8") + " " + row_bytes[1].decode("utf-8")[:8]
                row_txt = [date_time, row_bytes[3].decode("utf-8"), row_bytes[4].decode("utf-8"), row_bytes[5].decode("utf-8"), row_bytes[6].decode("utf-8")]
                
                a_series = pd.Series(row_txt, index = df.columns)
    
                query = 'INSERT INTO geo_mag (station, lat, long, date_time, bx, by, bz, bf) VALUES ("%s", "%s", "%s", "%s", "%s", "%s", "%s", "%s")' % (station, lat, long, a_series["Date_time"], a_series["Bx"], a_series["By"], a_series["Bz"], a_series["Bf"])                cur.execute(query)else:
                if('IAGA Code' in line.decode("utf-8") or 'IAGA CODE' in line.decode("utf-8")):
                    station = line.decode('utf-8').split()[2]
                    print(station)
                elif('Latitude' in line.decode("utf-8")):
                    lat = line.decode('utf-8').split()[2]
                elif('Longitude' in line.decode("utf-8")):
                    long = line.decode('utf-8').split()[2]
                elif('DATE       TIME' in line.decode("utf-8")):
                    data_rows = 1        conn.commit()

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space weather dashboard build your own custom dashboard to analyze and predict weather

By Zany ZebraZany Zebra on Oct 07, 2020 
import ftplib#Open ftp connection
ftp = ftplib.FTP('ftp.seismo.nrcan.gc.ca', 'anonymous',
'user')#List the files in the current directory
print("File List:")
files = ftp.dir()import datetimenow=datetime.datetime.now()
ftp.cwd("intermagnet/minute/provisional/IAGA2002/" + str(now.year) + "/" + str(now.strftime("%m")))
# files = ftp.dir()

Source: www.analyticsvidhya.com

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space weather dashboard build your own custom dashboard to analyze and predict weather

By Zany ZebraZany Zebra on Oct 07, 2020 
import json
import urlliburl_mag="https://services.swpc.noaa.gov/products/solar-wind/mag-7-day.json"
url_plasma="https://services.swpc.noaa.gov/products/solar-wind/plasma-7-day.json"mag=urllib.request.urlopen(url_mag)
plasma=urllib.request.urlopen(url_plasma)mag_json=json.loads(mag.read())
plasma_json=json.loads(plasma.read())

Source: www.analyticsvidhya.com

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space weather dashboard build your own custom dashboard to analyze and predict weather

By Zany ZebraZany Zebra on Oct 07, 2020 
for line in fileobject:
    row_bytes = line.split()

    date = row_bytes[0].decode("utf-8") + "-" + row_bytes[1].decode("utf-8") + "-" + row_bytes[2].decode("utf-8")    row_txt = [date, row_bytes[4].decode("utf-8"), row_bytes[5].decode("utf-8"), row_bytes[6].decode("utf-8")]    a_series = pd.Series(row_txt, index = df.columns)
    
    query = 'INSERT INTO sunspots (date, sunspot_count, sunspot_sd, sunspot_obs_no) VALUES ("%s", "%s", "%s", "%s")' % (a_series["Date"], a_series["Sunspot_count"], a_series["Sunspot_sd"], a_series["Observ_No"])    cur.execute(query)

Source: www.analyticsvidhya.com

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space weather dashboard build your own custom dashboard to analyze and predict weather

By Zany ZebraZany Zebra on Oct 07, 2020 
import pandas as pd
import numpy as npdf = pd.DataFrame(columns = ["Date", "Sunspot_count", "Sunspot_sd", "Observ_No"])

Source: www.analyticsvidhya.com

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