Christian Matthees squeezer44

🎯

Focusing

Data Scientist = { 'focus': ['data science', 'python', 'cycling'], 'specialty':['find the story behind the data'] }

squeezer44 / stackoverflow_001.md

Created November 15, 2021 16:22

squeezer44 / runtastic_04_002.py

Created November 9, 2021 22:22

	# -------------
	# Imports
	from stravalib.client import Client
	import pprint

	# -------------
	# Get a certain activity
	client = Client(access_token='I-AM-THE-TOKEN')

	activity = client.get_activity(1234567890)

squeezer44 / runtastic_04_001.py

Created November 9, 2021 22:17

	# -------------
	# Imports

	import pandas as pd
	pd.set_option("display.max_columns", 100)

	import pprint
	from stravalib.client import Client

	# -------------

squeezer44 / runtastic_03_009.py

Created November 1, 2021 14:51

	## with plotly.express
	fig_2 = px.line(gpx_df, x='time', y=['speed_kilometers_per_hour',
	'distance_total_geodesic_kilometers',
	'altitude'],
	template='plotly_dark')
	fig_2.show()

squeezer44 / runtastic_03_008.py

Created November 1, 2021 14:47

	# ----------------------------
	# Get the results

	# key points of the session
	print('SessionStart: ' + str(gpx_df.iloc[0,0]))
	print('SessionStop: ' + str(gpx_df.iloc[-1,0]))
	print('SessionDuration (hh:mm:ss): ' + str(gpx_df['time'].max() - gpx_df['time'].min()))
	print('SessionDistanceTotal: ' + str(round((gpx_df['distance_delta_geodesic_meters'].sum()
	/1000), 3)) + ' km')
	print('SessionWayUp: ' + str(altitude_total_up) + ' m')

squeezer44 / runtastic_03_007.py

Created November 1, 2021 14:41

	# ----------------------------
	# Calculate sums

	# calculate Total altitude_total_up, altitude_total_down
	altitude_total_up = 0
	altitude_total_down = 0

	for i in gpx_df['altitude_delta_meters']:
	if i > 0.0:
	altitude_total_up += i

squeezer44 / runtastic_03_006.py

Created November 1, 2021 14:34

print(gpx_df.info())

squeezer44 / runtastic_03_005.py

Last active November 1, 2021 14:32

	# ----------------------------
	# Calculate delta

	# time_delta
	## calculate and add column time_delta
	gpx_df['time_delta'] = gpx_df['time'].shift(-1)-gpx_df['time']
	## translate the time_delta in seconds
	gpx_df['time_delta_seconds'] = ((gpx_df['time_delta'].
	fillna(pd.Timedelta(seconds=0)).
	view('int64')/1000000000))

squeezer44 / runtastic_03_004.py

Created November 1, 2021 14:27

print(gpx_df.head(5))

squeezer44 / runtastic_03_003.py

Created November 1, 2021 14:26

print(gpx_df.info())