hollbacdario/cds-1011-health-data-machine-learning
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases 1 Wiki Activity

implementing further analysis

Browse Source
This commit is contained in:
Dario Hollbach 2025-11-24 20:17:27 +01:00
parent 53e9c8adc2
commit e48ce59d27
4 changed files with 2524 additions and 1383 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

215
.gitignore vendored
View File

@ -12,173 +12,52 @@ ipython_config.py
# Remove previous ipynb_checkpoints # Remove previous ipynb_checkpoints
# git rm -r .ipynb_checkpoints/ # git rm -r .ipynb_checkpoints/
# ---> Python # LaTeX
# Byte-compiled / optimized / DLL files *.acn
__pycache__/ *.acr
*.py[cod] *.alg
*$py.class *.aux
*.bak
# C extensions *.bbl
*.so *.bcf
*.blg
# Distribution / packaging *.brf
.Python *.bst
build/ *.dvi
develop-eggs/ *.fdb_latexmk
dist/ *.fls
downloads/ *.glg
eggs/ *.glo
.eggs/ *.gls
lib/ *.idx
lib64/ *.ilg
parts/ *.ind
sdist/ *.ist
var/ *.lof
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST
# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec
# Installer logs
pip-log.txt
pip-delete-this-directory.txt
# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/
# Translations
*.mo
*.pot
# Django stuff:
*.log *.log
local_settings.py *.lol
db.sqlite3 *.lot
db.sqlite3-journal *.maf
*.mtc
# Flask stuff: *.mtc1
instance/ *.nav
.webassets-cache *.nlo
*.nls
# Scrapy stuff: *.out
.scrapy *.pdf
*.pyg
# Sphinx documentation *.run.xml
docs/_build/ *.snm
*.synctex.gz
# PyBuilder *.tex.backup
.pybuilder/ *.tex~
target/ *.thm
*.toc
# Jupyter Notebook *.vrb
.ipynb_checkpoints *.xdy
*.xml
# IPython *blx.bib
profile_default/ .bak
ipython_config.py .mtc
build/
# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version
# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock
# UV
# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
#uv.lock
# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock
# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
.pdm.toml
.pdm-python
.pdm-build/
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/
# Celery stuff
celerybeat-schedule
celerybeat.pid
# SageMath parsed files
*.sage.py
# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/
# Spyder project settings
.spyderproject
.spyproject
# Rope project settings
.ropeproject
# mkdocs documentation
/site
# mypy
.mypy_cache/
.dmypy.json
dmypy.json
# Pyre type checker
.pyre/
# pytype static type analyzer
.pytype/
# Cython debug symbols
cython_debug/
# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/

970
data/cleaned/cleaned_activities.csv
View File

@ -1,485 +1,485 @@
activity_type,distance_km,calories_burned,heart_rate,duration_seconds activity_type,distance_km,calories_burned,heart_rate,elevation_meters,duration_seconds
Laufen,42.65,2817,148,16515 Laufen,42.65,2817,148,107.0,16515
Laufen,3.72,246,144,1213 Laufen,3.72,246,144,9.0,1213
Virtuelles Radfahren,12.81,210,116,1818 Virtuelles Radfahren,12.81,210,116,125.0,1818
Laufen,5.6,350,133,1839 Laufen,5.6,350,133,21.0,1839
Laufen,9.01,549,144,2696 Laufen,9.01,549,144,21.0,2696
Laufen,9.33,573,135,3007 Laufen,9.33,573,135,28.0,3007
Laufen,8.17,491,143,2403 Laufen,8.17,491,143,25.0,2403
Laufen,14.13,873,136,4759 Laufen,14.13,873,136,42.0,4759
Laufen,7.87,510,141,2637 Laufen,7.87,510,141,16.0,2637
Virtuelles Radfahren,31.84,582,130,3632 Virtuelles Radfahren,31.84,582,130,270.0,3632
Laufen,8.02,511,137,2652 Laufen,8.02,511,137,25.0,2652
Mixed Martial Arts,0.0,326,93,4774 Mixed Martial Arts,0.0,326,93,0.0,4774
Laufen,9.87,605,141,3010 Laufen,9.87,605,141,20.0,3010
Virtuelles Radfahren,18.55,301,117,1971 Virtuelles Radfahren,18.55,301,117,62.0,1971
Rennradfahren,36.23,802,135,4206 Rennradfahren,36.23,802,135,269.0,4206
Rennradfahren,40.49,1027,136,4964 Rennradfahren,40.49,1027,136,254.0,4964
Laufen,16.04,986,137,5321 Laufen,16.04,986,137,55.0,5321
Laufen,9.74,594,134,3217 Laufen,9.74,594,134,34.0,3217
Virtuelles Radfahren,31.33,494,120,3312 Virtuelles Radfahren,31.33,494,120,48.0,3312
Laufen,8.54,514,143,2585 Laufen,8.54,514,143,22.0,2585
Mixed Martial Arts,0.0,332,97,4716 Mixed Martial Arts,0.0,332,97,0.0,4716
Laufen,14.04,896,140,4752 Laufen,14.04,896,140,45.0,4752
Virtuelles Radfahren,23.09,432,131,2571 Virtuelles Radfahren,23.09,432,131,230.0,2571
Laufen,7.81,489,138,2487 Laufen,7.81,489,138,21.0,2487
Laufen,9.28,590,140,3111 Laufen,9.28,590,140,27.0,3111
Mixed Martial Arts,0.0,452,116,4534 Mixed Martial Arts,0.0,452,116,0.0,4534
Laufen,10.05,630,153,2915 Laufen,10.05,630,153,21.0,2915
Rennradfahren,42.4,1013,124,6342 Rennradfahren,42.4,1013,124,575.0,6342
Virtuelles Radfahren,23.56,529,133,3214 Virtuelles Radfahren,23.56,529,133,408.0,3214
Laufen,9.07,576,150,2788 Laufen,9.07,576,150,14.0,2788
Mixed Martial Arts,0.0,431,105,4697 Mixed Martial Arts,0.0,431,105,0.0,4697
Rennradfahren,70.08,1770,132,9839 Rennradfahren,70.08,1770,132,1052.0,9839
Laufen,11.42,708,141,3855 Laufen,11.42,708,141,27.0,3855
Rennradfahren,42.1,907,139,4610 Rennradfahren,42.1,907,139,217.0,4610
Gehen,1.55,88,75,1408 Gehen,1.55,88,75,6.0,1408
Laufen,9.01,571,147,2911 Laufen,9.01,571,147,22.0,2911
Virtuelles Radfahren,16.38,563,130,3397 Virtuelles Radfahren,16.38,563,130,676.0,3397
Virtuelles Radfahren,17.1,318,119,2164 Virtuelles Radfahren,17.1,318,119,132.0,2164
Laufen,9.02,541,150,2615 Laufen,9.02,541,150,20.0,2615
Virtuelles Radfahren,31.5,583,125,3620 Virtuelles Radfahren,31.5,583,125,266.0,3620
Laufen,10.63,677,141,3602 Laufen,10.63,677,141,17.0,3602
Virtuelles Radfahren,33.43,765,140,4318 Virtuelles Radfahren,33.43,765,140,621.0,4318
Laufen,9.65,586,136,3202 Laufen,9.65,586,136,32.0,3202
Virtuelles Radfahren,19.64,583,129,3619 Virtuelles Radfahren,19.64,583,129,641.0,3619
Virtuelles Radfahren,11.12,196,111,1358 Virtuelles Radfahren,11.12,196,111,159.0,1358
Laufen,9.03,572,137,3155 Laufen,9.03,572,137,33.0,3155
Virtuelles Radfahren,25.24,444,134,2694 Virtuelles Radfahren,25.24,444,134,129.0,2694
Virtuelles Radfahren,6.19,138,109,1266 Virtuelles Radfahren,6.19,138,109,118.0,1266
Indoor Cycling,8.67,174,109,1264 Indoor Cycling,8.67,174,109,0.0,1264
Laufen,5.01,265,136,1710 Laufen,5.01,265,136,27.0,1710
Laufen,9.27,571,137,3100 Laufen,9.27,571,137,28.0,3100
Virtuelles Radfahren,32.58,766,122,4561 Virtuelles Radfahren,32.58,766,122,687.0,4561
Indoor Cycling,33.03,841,139,4028 Indoor Cycling,33.03,841,139,0.0,4028
Laufen,9.01,542,133,2955 Laufen,9.01,542,133,34.0,2955
Indoor Cycling,28.44,694,133,3638 Indoor Cycling,28.44,694,133,0.0,3638
Indoor Cycling,2.71,56,90,601 Indoor Cycling,2.71,56,90,0.0,601
Laufen,10.01,603,146,3112 Laufen,10.01,603,146,27.0,3112
Wandern,24.51,2398,106,28243 Wandern,24.51,2398,106,2491.0,28243
Rennradfahren,67.94,1656,135,10625 Rennradfahren,67.94,1656,135,1196.0,10625
Laufen,7.02,434,136,2310 Laufen,7.02,434,136,21.0,2310
Indoor Cycling,29.09,718,134,3604 Indoor Cycling,29.09,718,134,0.0,3604
Indoor Cycling,13.49,289,103,1843 Indoor Cycling,13.49,289,103,0.0,1843
Indoor Cycling,5.17,112,109,1004 Indoor Cycling,5.17,112,109,0.0,1004
Mixed Martial Arts,0.0,828,151,4715 Mixed Martial Arts,0.0,828,151,0.0,4715
Indoor Cycling,29.37,741,143,3612 Indoor Cycling,29.37,741,143,0.0,3612
Indoor Cycling,7.99,212,124,1008 Indoor Cycling,7.99,212,124,0.0,1008
Gehen,1.81,104,72,1663 Gehen,1.81,104,72,11.0,1663
Mixed Martial Arts,0.0,449,116,4485 Mixed Martial Arts,0.0,449,116,0.0,4485
Rennradfahren,57.89,1250,127,8895 Rennradfahren,57.89,1250,127,1116.0,8895
Laufen,12.02,780,145,4183 Laufen,12.02,780,145,41.0,4183
Indoor Cycling,28.56,681,134,3608 Indoor Cycling,28.56,681,134,0.0,3608
Mixed Martial Arts,0.0,456,123,3685 Mixed Martial Arts,0.0,456,123,0.0,3685
Laufen,1.4,84,122,493 Laufen,1.4,84,122,1.0,493
Laufen,8.65,537,151,2705 Laufen,8.65,537,151,38.0,2705
Mixed Martial Arts,0.0,278,92,4527 Mixed Martial Arts,0.0,278,92,0.0,4527
Rennradfahren,101.27,1934,143,12065 Rennradfahren,101.27,1934,143,652.0,12065
Laufen,9.38,594,132,3606 Laufen,9.38,594,132,52.0,3606
Rennradfahren,67.93,1577,138,10694 Rennradfahren,67.93,1577,138,1324.0,10694
Schwimmbad,1250.0,189,97,2102 Schwimmbad,1250.0,189,97,0.0,2102
Schwimmbad,625.0,139,95,1640 Schwimmbad,625.0,139,95,0.0,1640
Indoor Cycling,28.71,685,135,3606 Indoor Cycling,28.71,685,135,0.0,3606
Mixed Martial Arts,0.0,478,117,4672 Mixed Martial Arts,0.0,478,117,0.0,4672
Gehen,2.92,165,86,2431 Gehen,2.92,165,86,50.0,2431
Rennradfahren,82.28,2238,145,12631 Rennradfahren,82.28,2238,145,1586.0,12631
Rennradfahren,34.74,741,138,4493 Rennradfahren,34.74,741,138,193.0,4493
Indoor Cycling,18.61,438,106,3120 Indoor Cycling,18.61,438,106,0.0,3120
Gehen,2.0,109,75,1765 Gehen,2.0,109,75,17.0,1765
Indoor Cycling,11.93,221,98,1802 Indoor Cycling,11.93,221,98,0.0,1802
Indoor Cycling,7.96,166,95,1810 Indoor Cycling,7.96,166,95,0.0,1810
Laufen,100.5,6376,128,50038 Laufen,100.5,6376,128,803.0,50038
Gehen,2.57,139,87,1879 Gehen,2.57,139,87,5.0,1879
Laufen,10.02,644,136,3565 Laufen,10.02,644,136,44.0,3565
Indoor Cycling,29.53,740,146,3610 Indoor Cycling,29.53,740,146,0.0,3610
Laufen,10.03,637,137,3670 Laufen,10.03,637,137,28.0,3670
Indoor Cycling,21.86,545,141,2693 Indoor Cycling,21.86,545,141,0.0,2693
Laufen,12.02,769,133,4630 Laufen,12.02,769,133,29.0,4630
Laufen,7.33,450,135,2496 Laufen,7.33,450,135,14.0,2496
Indoor Cycling,19.15,457,125,2455 Indoor Cycling,19.15,457,125,0.0,2455
Indoor Cycling,29.12,712,142,3615 Indoor Cycling,29.12,712,142,0.0,3615
Laufen,8.22,503,134,2925 Laufen,8.22,503,134,26.0,2925
Laufbandtraining,11.2,581,131,4329 Laufbandtraining,11.2,581,131,0.0,4329
Laufbandtraining,14.0,630,128,5216 Laufbandtraining,14.0,630,128,0.0,5216
Indoor Cycling,27.14,636,131,3607 Indoor Cycling,27.14,636,131,0.0,3607
Rennradfahren,56.6,974,136,6709 Rennradfahren,56.6,974,136,266.0,6709
Indoor Cycling,25.54,642,138,3165 Indoor Cycling,25.54,642,138,0.0,3165
Laufen,10.05,620,136,3610 Laufen,10.05,620,136,37.0,3610
Indoor Cycling,20.77,527,140,2624 Indoor Cycling,20.77,527,140,0.0,2624
Rennradfahren,118.61,2435,133,19116 Rennradfahren,118.61,2435,133,1927.0,19116
Laufbandtraining,14.0,768,140,4796 Laufbandtraining,14.0,768,140,0.0,4796
Laufbandtraining,8.22,484,146,2634 Laufbandtraining,8.22,484,146,0.0,2634
Laufbandtraining,10.0,582,145,3213 Laufbandtraining,10.0,582,145,0.0,3213
Indoor Cycling,22.52,559,144,2764 Indoor Cycling,22.52,559,144,0.0,2764
Rennradfahren,62.45,1208,139,7205 Rennradfahren,62.45,1208,139,277.0,7205
Rennradfahren,70.06,1644,144,11226 Rennradfahren,70.06,1644,144,1390.0,11226
Rennradfahren,70.33,1635,144,11289 Rennradfahren,70.33,1635,144,1360.0,11289
Laufen,10.02,652,143,3664 Laufen,10.02,652,143,27.0,3664
Indoor Cycling,21.54,523,141,2732 Indoor Cycling,21.54,523,141,0.0,2732
Mixed Martial Arts,0.0,3,79,5700 Mixed Martial Arts,0.0,3,79,0.0,5700
Laufen,5.01,314,126,1893 Laufen,5.01,314,126,19.0,1893
Gehen,2.98,170,72,2531 Gehen,2.98,170,72,13.0,2531
Laufen,8.51,540,137,3018 Laufen,8.51,540,137,31.0,3018
Laufen,8.11,536,152,2630 Laufen,8.11,536,152,52.0,2630
Wandern,12.2,955,102,11429 Wandern,12.2,955,102,591.0,11429
Wandern,11.32,848,98,11566 Wandern,11.32,848,98,622.0,11566
Gehen,9.4,541,87,7290 Gehen,9.4,541,87,208.0,7290
Indoor Cycling,7.77,206,140,1012 Indoor Cycling,7.77,206,140,0.0,1012
Indoor Cycling,27.63,662,140,3605 Indoor Cycling,27.63,662,140,0.0,3605
Mixed Martial Arts,0.0,541,117,4936 Mixed Martial Arts,0.0,541,117,0.0,4936
Rennradfahren,71.85,1437,134,10336 Rennradfahren,71.85,1437,134,572.0,10336
Indoor Cycling,26.29,578,127,3610 Indoor Cycling,26.29,578,127,0.0,3610
Indoor Cycling,11.9,250,116,1665 Indoor Cycling,11.9,250,116,0.0,1665
Gehen,3.37,201,80,2843 Gehen,3.37,201,80,24.0,2843
Gehen,2.41,105,81,1906 Gehen,2.41,105,81,27.0,1906
Gehen,4.51,282,80,4217 Gehen,4.51,282,80,106.0,4217
Laufen,4.1,248,132,1426 Laufen,4.1,248,132,28.0,1426
Radfahren,101.4,2140,130,15958 Radfahren,101.4,2140,130,2077.0,15958
Rennradfahren,102.8,1991,130,15779 Rennradfahren,102.8,1991,130,2014.0,15779
Laufen,8.03,509,144,2668 Laufen,8.03,509,144,48.0,2668
Rennradfahren,53.74,896,115,7994 Rennradfahren,53.74,896,115,813.0,7994
Rennradfahren,100.53,2295,128,18474 Rennradfahren,100.53,2295,128,2601.0,18474
Rennradfahren,78.89,1763,135,12034 Rennradfahren,78.89,1763,135,1449.0,12034
Rennradfahren,57.85,1428,137,10044 Rennradfahren,57.85,1428,137,1126.0,10044
Rennradfahren,28.85,968,141,5264 Rennradfahren,28.85,968,141,782.0,5264
Indoor Cycling,30.05,732,139,3775 Indoor Cycling,30.05,732,139,0.0,3775
Rennradfahren,107.16,1915,134,14693 Rennradfahren,107.16,1915,134,636.0,14693
Laufen,7.45,459,139,2521 Laufen,7.45,459,139,32.0,2521
Schwimmbad,1475.0,294,96,3401 Schwimmbad,1475.0,294,96,0.0,3401
Indoor Cycling,33.29,815,140,4212 Indoor Cycling,33.29,815,140,0.0,4212
Indoor Cycling,60.04,1239,133,7920 Indoor Cycling,60.04,1239,133,0.0,7920
Laufen,12.33,778,145,4222 Laufen,12.33,778,145,42.0,4222
Indoor Cycling,27.65,662,137,3613 Indoor Cycling,27.65,662,137,0.0,3613
Indoor Cycling,25.02,594,138,3305 Indoor Cycling,25.02,594,138,0.0,3305
Indoor Cycling,35.21,808,138,4584 Indoor Cycling,35.21,808,138,0.0,4584
Schwimmbad,375.0,229,91,3226 Schwimmbad,375.0,229,91,0.0,3226
Indoor Cycling,20.83,483,137,2719 Indoor Cycling,20.83,483,137,0.0,2719
Gehen,4.48,308,91,4034 Gehen,4.48,308,91,213.0,4034
Laufen,9.56,584,150,3271 Laufen,9.56,584,150,34.0,3271
Laufen,8.59,552,148,2829 Laufen,8.59,552,148,37.0,2829
Krafttraining,0.0,21,86,316 Krafttraining,0.0,21,86,0.0,316
Laufen,9.63,633,150,3173 Laufen,9.63,633,150,36.0,3173
Laufen,9.03,609,152,3031 Laufen,9.03,609,152,32.0,3031
Laufen,6.2,396,140,2053 Laufen,6.2,396,140,22.0,2053
Mixed Martial Arts,0.0,119,110,1075 Mixed Martial Arts,0.0,119,110,0.0,1075
Krafttraining,0.0,76,111,617 Krafttraining,0.0,76,111,0.0,617
Gehen,4.72,246,73,3443 Gehen,4.72,246,73,23.0,3443
Gehen,2.68,56,59,1915 Gehen,2.68,56,59,15.0,1915
Krafttraining,0.0,43,76,965 Krafttraining,0.0,43,76,0.0,965
Gehen,3.53,97,71,2483 Gehen,3.53,97,71,18.0,2483
Gehen,5.86,252,67,4421 Gehen,5.86,252,67,19.0,4421
Gehen,3.53,185,72,2588 Gehen,3.53,185,72,22.0,2588
Gehen,3.73,193,75,2866 Gehen,3.73,193,75,18.0,2866
Gehen,3.81,145,67,2995 Gehen,3.81,145,67,22.0,2995
Indoor Cycling,27.44,598,127,3669 Indoor Cycling,27.44,598,127,0.0,3669
Krafttraining,0.0,204,100,2516 Krafttraining,0.0,204,100,0.0,2516
Laufbandtraining,2.0,112,129,684 Laufbandtraining,2.0,112,129,0.0,684
Indoor Cycling,27.54,665,140,3610 Indoor Cycling,27.54,665,140,0.0,3610
Schwimmbad,425.0,214,88,3412 Schwimmbad,425.0,214,88,0.0,3412
Krafttraining,0.0,285,107,3035 Krafttraining,0.0,285,107,0.0,3035
Laufbandtraining,2.0,104,122,712 Laufbandtraining,2.0,104,122,0.0,712
Indoor Cycling,70.19,1424,126,9742 Indoor Cycling,70.19,1424,126,0.0,9742
Laufen,12.06,749,146,4107 Laufen,12.06,749,146,41.0,4107
Indoor Cycling,35.81,795,133,4779 Indoor Cycling,35.81,795,133,0.0,4779
Indoor Cycling,40.15,873,133,5458 Indoor Cycling,40.15,873,133,0.0,5458
Mixed Martial Arts,0.0,401,105,4966 Mixed Martial Arts,0.0,401,105,0.0,4966
Krafttraining,0.0,241,102,2882 Krafttraining,0.0,241,102,0.0,2882
Laufbandtraining,2.04,132,128,835 Laufbandtraining,2.04,132,128,0.0,835
Schwimmbad,575.0,238,97,3611 Schwimmbad,575.0,238,97,0.0,3611
Indoor Cycling,72.87,1453,126,10213 Indoor Cycling,72.87,1453,126,0.0,10213
Laufen,13.03,811,148,4380 Laufen,13.03,811,148,41.0,4380
Krafttraining,0.0,198,106,2074 Krafttraining,0.0,198,106,0.0,2074
Laufbandtraining,2.63,135,125,903 Laufbandtraining,2.63,135,125,0.0,903
Indoor Cycling,39.07,850,133,5291 Indoor Cycling,39.07,850,133,0.0,5291
Mixed Martial Arts,0.0,480,117,5024 Mixed Martial Arts,0.0,480,117,0.0,5024
Indoor Cycling,27.3,625,137,3593 Indoor Cycling,27.3,625,137,0.0,3593
Schwimmbad,600.0,265,88,4349 Schwimmbad,600.0,265,88,0.0,4349
Krafttraining,0.0,245,108,2529 Krafttraining,0.0,245,108,0.0,2529
Laufbandtraining,4.0,220,128,1434 Laufbandtraining,4.0,220,128,0.0,1434
Indoor Cycling,50.07,1008,129,6920 Indoor Cycling,50.07,1008,129,0.0,6920
Laufen,10.03,646,150,3455 Laufen,10.03,646,150,35.0,3455
Krafttraining,0.0,240,113,2075 Krafttraining,0.0,240,113,0.0,2075
Laufbandtraining,3.68,214,138,1163 Laufbandtraining,3.68,214,138,0.0,1163
Indoor Cycling,18.93,384,117,2671 Indoor Cycling,18.93,384,117,0.0,2671
Schwimmbad,275.0,184,83,3222 Schwimmbad,275.0,184,83,0.0,3222
Indoor Cycling,20.62,409,118,2971 Indoor Cycling,20.62,409,118,0.0,2971
Gehen,6.01,330,80,5153 Gehen,6.01,330,80,75.0,5153
Indoor Cycling,19.5,384,116,2834 Indoor Cycling,19.5,384,116,0.0,2834
Indoor Cycling,38.13,872,119,6011 Indoor Cycling,38.13,872,119,0.0,6011
Krafttraining,0.0,282,109,2775 Krafttraining,0.0,282,109,0.0,2775
Laufbandtraining,4.0,218,127,1390 Laufbandtraining,4.0,218,127,0.0,1390
Indoor Cycling,21.15,539,130,3184 Indoor Cycling,21.15,539,130,0.0,3184
Mixed Martial Arts,0.0,494,114,4925 Mixed Martial Arts,0.0,494,114,0.0,4925
Indoor Cycling,55.74,1323,123,9197 Indoor Cycling,55.74,1323,123,0.0,9197
Gehen,3.27,173,72,2303 Gehen,3.27,173,72,33.0,2303
Krafttraining,0.0,389,120,3108 Krafttraining,0.0,389,120,0.0,3108
Laufbandtraining,4.0,238,133,1392 Laufbandtraining,4.0,238,133,0.0,1392
Indoor Cycling,24.22,583,126,3842 Indoor Cycling,24.22,583,126,0.0,3842
Laufen,9.01,459,154,2679 Laufen,9.01,459,154,28.0,2679
Krafttraining,0.0,323,105,3632 Krafttraining,0.0,323,105,0.0,3632
Laufbandtraining,4.0,221,127,1427 Laufbandtraining,4.0,221,127,0.0,1427
Laufen,17.01,1080,141,6229 Laufen,17.01,1080,141,38.0,6229
Krafttraining,0.0,381,114,3514 Krafttraining,0.0,381,114,0.0,3514
Laufbandtraining,3.3,186,128,1168 Laufbandtraining,3.3,186,128,0.0,1168
Indoor Cycling,55.51,1183,126,7672 Indoor Cycling,55.51,1183,126,0.0,7672
Laufen,10.03,603,149,3117 Laufen,10.03,603,149,35.0,3117
Gehen,1.26,96,102,1235 Gehen,1.26,96,102,56.0,1235
Skifahren (Piste),15.15,354,94,4888 Skifahren (Piste),15.15,354,94,2007.0,4888
Skifahren (Piste),4.04,56,111,463 Skifahren (Piste),4.04,56,111,0.0,463
Laufen,10.03,610,152,3012 Laufen,10.03,610,152,35.0,3012
Gehen,3.24,156,78,2473 Gehen,3.24,156,78,18.0,2473
Gehen,3.08,237,98,2945 Gehen,3.08,237,98,250.0,2945
Krafttraining,0.0,271,113,2490 Krafttraining,0.0,271,113,0.0,2490
Laufbandtraining,5.0,278,130,1727 Laufbandtraining,5.0,278,130,0.0,1727
Indoor Cycling,60.81,1262,123,8806 Indoor Cycling,60.81,1262,123,0.0,8806
Krafttraining,0.0,320,114,2873 Krafttraining,0.0,320,114,0.0,2873
Laufbandtraining,5.68,298,138,1723 Laufbandtraining,5.68,298,138,0.0,1723
Laufen,7.46,460,144,2428 Laufen,7.46,460,144,26.0,2428
Gehen,4.42,125,61,3428 Gehen,4.42,125,61,30.0,3428
Krafttraining,0.0,219,101,2889 Krafttraining,0.0,219,101,0.0,2889
Laufbandtraining,2.16,110,122,763 Laufbandtraining,2.16,110,122,0.0,763
Indoor Cycling,41.44,858,129,5760 Indoor Cycling,41.44,858,129,0.0,5760
Laufen,14.64,929,144,5108 Laufen,14.64,929,144,60.0,5108
Indoor Cycling,19.12,409,120,2841 Indoor Cycling,19.12,409,120,0.0,2841
Laufen,7.45,464,146,2395 Laufen,7.45,464,146,23.0,2395
Mixed Martial Arts,0.0,673,132,4903 Mixed Martial Arts,0.0,673,132,0.0,4903
Indoor Cycling,65.92,1130,129,9031 Indoor Cycling,65.92,1130,129,0.0,9031
Laufen,13.36,824,143,4495 Laufen,13.36,824,143,44.0,4495
Laufen,5.24,313,138,1733 Laufen,5.24,313,138,17.0,1733
Laufen,10.04,604,143,3255 Laufen,10.04,604,143,26.0,3255
Mixed Martial Arts,0.0,384,103,4701 Mixed Martial Arts,0.0,384,103,0.0,4701
Indoor Cycling,50.02,997,115,7049 Indoor Cycling,50.02,997,115,0.0,7049
Laufen,7.39,466,139,2543 Laufen,7.39,466,139,29.0,2543
Mixed Martial Arts,0.0,667,139,4292 Mixed Martial Arts,0.0,667,139,0.0,4292
Mixed Martial Arts,0.0,643,139,4285 Mixed Martial Arts,0.0,643,139,0.0,4285
Laufen,6.01,382,135,2156 Laufen,6.01,382,135,6.0,2156
Mixed Martial Arts,0.0,632,136,4396 Mixed Martial Arts,0.0,632,136,0.0,4396
Mixed Martial Arts,0.0,648,143,3977 Mixed Martial Arts,0.0,648,143,0.0,3977
Mixed Martial Arts,0.0,677,144,4676 Mixed Martial Arts,0.0,677,144,0.0,4676
Mixed Martial Arts,0.0,745,132,6439 Mixed Martial Arts,0.0,745,132,0.0,6439
Mixed Martial Arts,0.0,833,141,6678 Mixed Martial Arts,0.0,833,141,0.0,6678
Mixed Martial Arts,0.0,909,147,6264 Mixed Martial Arts,0.0,909,147,0.0,6264
Laufen,5.99,380,129,2656 Laufen,5.99,380,129,6.0,2656
Mixed Martial Arts,0.0,463,122,3954 Mixed Martial Arts,0.0,463,122,0.0,3954
Indoor Cycling,21.49,519,124,3586 Indoor Cycling,21.49,519,124,0.0,3586
Laufen,6.97,452,142,2645 Laufen,6.97,452,142,24.0,2645
Laufen,7.08,434,134,2615 Laufen,7.08,434,134,27.0,2615
Indoor Cycling,15.05,362,114,2504 Indoor Cycling,15.05,362,114,0.0,2504
Laufen,6.65,416,151,2168 Laufen,6.65,416,151,21.0,2168
Laufen,10.77,698,150,3545 Laufen,10.77,698,150,39.0,3545
Indoor Cycling,22.74,504,122,3408 Indoor Cycling,22.74,504,122,0.0,3408
Mixed Martial Arts,0.0,420,111,4561 Mixed Martial Arts,0.0,420,111,0.0,4561
Gehen,4.36,238,91,3058 Gehen,4.36,238,91,24.0,3058
Laufen,18.52,1222,153,6550 Laufen,18.52,1222,153,33.0,6550
Laufen,7.19,451,144,2336 Laufen,7.19,451,144,25.0,2336
Laufbandtraining,5.03,295,143,1543 Laufbandtraining,5.03,295,143,0.0,1543
Indoor Cycling,44.74,767,121,5626 Indoor Cycling,44.74,767,121,0.0,5626
Laufen,7.47,476,145,2505 Laufen,7.47,476,145,31.0,2505
Indoor Cycling,16.64,427,116,2778 Indoor Cycling,16.64,427,116,0.0,2778
Mixed Martial Arts,0.0,493,116,4507 Mixed Martial Arts,0.0,493,116,0.0,4507
Laufen,5.01,296,133,1594 Laufen,5.01,296,133,10.0,1594
Laufen,5.33,333,145,1660 Laufen,5.33,333,145,18.0,1660
Indoor Cycling,45.82,820,114,5857 Indoor Cycling,45.82,820,114,0.0,5857
Indoor Cycling,20.93,304,95,2653 Indoor Cycling,20.93,304,95,0.0,2653
Laufen,21.25,1416,157,6779 Laufen,21.25,1416,157,30.0,6779
Gehen,5.57,301,90,3874 Gehen,5.57,301,90,25.0,3874
Laufbandtraining,5.56,300,136,1668 Laufbandtraining,5.56,300,136,0.0,1668
Indoor Cycling,32.58,564,110,4239 Indoor Cycling,32.58,564,110,0.0,4239
Mixed Martial Arts,0.0,576,140,5400 Mixed Martial Arts,0.0,576,140,0.0,5400
Laufen,7.47,486,147,2429 Laufen,7.47,486,147,23.0,2429
Indoor Cycling,43.53,807,115,5944 Indoor Cycling,43.53,807,115,0.0,5944
Indoor Cycling,0.0,278,107,2722 Indoor Cycling,0.0,278,107,0.0,2722
Laufen,5.34,329,139,1682 Laufen,5.34,329,139,15.0,1682
Laufen,5.45,331,139,1670 Laufen,5.45,331,139,17.0,1670
Laufen,7.54,449,159,2002 Laufen,7.54,449,159,38.0,2002
Laufen,0.72,45,117,296 Laufen,0.72,45,117,2.0,296
Wandern,6.98,652,100,7912 Wandern,6.98,652,100,615.0,7912
Mixed Martial Arts,0.0,576,140,5400 Mixed Martial Arts,0.0,576,140,0.0,5400
Laufen,7.09,436,151,2051 Laufen,7.09,436,151,21.0,2051
Mixed Martial Arts,0.0,576,140,5400 Mixed Martial Arts,0.0,576,140,0.0,5400
Laufen,10.02,683,137,3927 Laufen,10.02,683,137,268.0,3927
Laufen,7.45,435,141,2166 Laufen,7.45,435,141,24.0,2166
Laufen,12.53,813,146,4204 Laufen,12.53,813,146,34.0,4204
Laufen,5.69,351,137,1864 Laufen,5.69,351,137,19.0,1864
Laufbandtraining,1.75,95,114,754 Laufbandtraining,1.75,95,114,0.0,754
Laufen,7.42,468,142,2433 Laufen,7.42,468,142,22.0,2433
Wandern,28.22,1965,97,26462 Wandern,28.22,1965,97,1712.0,26462
Radfahren,58.96,1129,141,7102 Radfahren,58.96,1129,141,318.0,7102
Laufen,7.48,484,143,2514 Laufen,7.48,484,143,23.0,2514
Laufen,7.47,487,145,2525 Laufen,7.47,487,145,22.0,2525
Laufen,5.01,293,151,1400 Laufen,5.01,293,151,11.0,1400
Radfahren,58.97,971,132,7846 Radfahren,58.97,971,132,312.0,7846
Radfahren,58.14,841,121,7974 Radfahren,58.14,841,121,141.0,7974
Radfahren,17.05,328,123,2595 Radfahren,17.05,328,123,37.0,2595
Radfahren,19.1,395,127,2778 Radfahren,19.1,395,127,64.0,2778
Laufen,21.17,1389,150,7489 Laufen,21.17,1389,150,54.0,7489
Laufen,5.55,337,136,1784 Laufen,5.55,337,136,18.0,1784
Laufen,8.46,553,147,2901 Laufen,8.46,553,147,26.0,2901
Radfahren,59.86,1085,137,7928 Radfahren,59.86,1085,137,327.0,7928
Laufen,5.31,344,147,1749 Laufen,5.31,344,147,14.0,1749
Laufen,5.2,328,140,1706 Laufen,5.2,328,140,13.0,1706
Laufen,9.01,599,150,3094 Laufen,9.01,599,150,24.0,3094
Laufen,5.3,338,144,1727 Laufen,5.3,338,144,26.0,1727
Laufen,5.16,323,134,1753 Laufen,5.16,323,134,12.0,1753
Wandern,14.43,1267,103,15727 Wandern,14.43,1267,103,601.0,15727
Wandern,8.8,1207,111,12555 Wandern,8.8,1207,111,502.0,12555
Wandern,6.33,980,118,9145 Wandern,6.33,980,118,655.0,9145
Wandern,8.48,957,114,10122 Wandern,8.48,957,114,887.0,10122
Gehen,0.62,52,109,526 Gehen,0.62,52,109,10.0,526
Laufen,5.02,315,137,1669 Laufen,5.02,315,137,11.0,1669
Laufen,6.57,442,145,2372 Laufen,6.57,442,145,17.0,2372
Laufen,7.08,463,143,2512 Laufen,7.08,463,143,20.0,2512
Laufen,5.27,331,135,1789 Laufen,5.27,331,135,14.0,1789
Laufen,5.28,338,144,1763 Laufen,5.28,338,144,14.0,1763
Laufen,7.5,493,143,2651 Laufen,7.5,493,143,25.0,2651
Laufen,5.28,333,140,1741 Laufen,5.28,333,140,14.0,1741
Laufen,5.12,317,140,1674 Laufen,5.12,317,140,14.0,1674
Laufen,4.03,260,142,1378 Laufen,4.03,260,142,16.0,1378
Laufen,7.46,493,149,2547 Laufen,7.46,493,149,22.0,2547
Laufen,5.01,323,154,1567 Laufen,5.01,323,154,18.0,1567
Laufen,5.17,316,145,1588 Laufen,5.17,316,145,12.0,1588
Laufen,5.15,328,143,1701 Laufen,5.15,328,143,11.0,1701
Laufen,6.04,393,147,2013 Laufen,6.04,393,147,14.0,2013
Laufen,5.0,323,138,1728 Laufen,5.0,323,138,13.0,1728
Gehen,4.33,235,100,3040 Gehen,4.33,235,100,23.0,3040
Laufen,5.01,321,142,1659 Laufen,5.01,321,142,16.0,1659
Laufen,5.63,358,141,1895 Laufen,5.63,358,141,20.0,1895
Laufen,8.05,530,149,2739 Laufen,8.05,530,149,22.0,2739
Gehen,2.3,171,140,1014 Gehen,2.3,171,140,19.0,1014
Laufen,5.07,329,143,1740 Laufen,5.07,329,143,7.0,1740
Laufen,5.01,322,142,1685 Laufen,5.01,322,142,21.0,1685
Laufen,6.95,456,150,2319 Laufen,6.95,456,150,13.0,2319
Laufen,5.17,327,151,1626 Laufen,5.17,327,151,12.0,1626
Laufen,5.21,333,155,1633 Laufen,5.21,333,155,13.0,1633
Laufen,16.04,1087,152,5792 Laufen,16.04,1087,152,45.0,5792
Laufen,5.16,321,144,1662 Laufen,5.16,321,144,12.0,1662
Laufen,5.09,331,148,1727 Laufen,5.09,331,148,12.0,1727
Laufen,5.61,360,148,1847 Laufen,5.61,360,148,20.0,1847
Laufen,13.65,907,148,4945 Laufen,13.65,907,148,33.0,4945
Laufen,5.0,325,146,1704 Laufen,5.0,325,146,11.0,1704
Radfahren,34.2,622,129,4984 Radfahren,34.2,622,129,61.0,4984
Laufen,5.05,319,141,1720 Laufen,5.05,319,141,10.0,1720
Laufen,7.43,484,151,2489 Laufen,7.43,484,151,23.0,2489
Laufen,5.57,315,133,1759 Laufen,5.57,315,133,29.0,1759
Laufen,5.3,352,155,1796 Laufen,5.3,352,155,16.0,1796
Laufen,5.13,326,148,1664 Laufen,5.13,326,148,11.0,1664
Laufen,12.05,799,150,4167 Laufen,12.05,799,150,34.0,4167
Laufen,5.6,352,142,1809 Laufen,5.6,352,142,23.0,1809
Laufen,5.61,357,144,1825 Laufen,5.61,357,144,16.0,1825
Laufen,7.46,491,149,2496 Laufen,7.46,491,149,22.0,2496
Laufen,5.09,324,148,1616 Laufen,5.09,324,148,14.0,1616
Laufen,5.01,327,145,1682 Laufen,5.01,327,145,13.0,1682
Indoor Cycling,0.0,332,116,2779 Indoor Cycling,0.0,332,116,0.0,2779
Indoor Cycling,0.0,393,125,2747 Indoor Cycling,0.0,393,125,0.0,2747
Laufen,5.94,394,145,2090 Laufen,5.94,394,145,8.0,2090
Laufen,5.0,332,142,1753 Laufen,5.0,332,142,8.0,1753
Laufen,5.6,375,135,2337 Laufen,5.6,375,135,23.0,2337
Laufen,7.27,486,148,2475 Laufen,7.27,486,148,16.0,2475
Indoor Cycling,0.0,318,115,2592 Indoor Cycling,0.0,318,115,0.0,2592
Laufen,2.17,137,136,748 Laufen,2.17,137,136,13.0,748
Laufen,13.24,928,155,4760 Laufen,13.24,928,155,146.0,4760
Wandern,6.19,510,102,5831 Wandern,6.19,510,102,391.0,5831
Laufen,5.25,351,156,1708 Laufen,5.25,351,156,43.0,1708
Indoor Cycling,0.0,290,114,2357 Indoor Cycling,0.0,290,114,0.0,2357
Indoor Cycling,0.0,510,139,2717 Indoor Cycling,0.0,510,139,0.0,2717
Gehen,1.96,195,110,1939 Gehen,1.96,195,110,13.0,1939
Laufen,5.07,374,155,1720 Laufen,5.07,374,155,67.0,1720
Gehen,0.91,70,89,1113 Gehen,0.91,70,89,4.0,1113
Laufen,5.02,365,152,1697 Laufen,5.02,365,152,7.0,1697
Indoor Cycling,0.0,384,119,2701 Indoor Cycling,0.0,384,119,0.0,2701
Laufen,11.42,848,156,3902 Laufen,11.42,848,156,41.0,3902
Laufen,14.05,999,153,4803 Laufen,14.05,999,153,39.0,4803
Laufen,5.03,342,157,1586 Laufen,5.03,342,157,9.0,1586
Laufen,5.02,343,147,1707 Laufen,5.02,343,147,15.0,1707
Indoor Cycling,0.0,385,121,2714 Indoor Cycling,0.0,385,121,0.0,2714
Indoor Cycling,0.0,391,120,2706 Indoor Cycling,0.0,391,120,0.0,2706
Laufen,5.01,352,162,1573 Laufen,5.01,352,162,9.0,1573
Gehen,0.76,58,90,767 Gehen,0.76,58,90,6.0,767
Indoor Cycling,0.0,859,136,5403 Indoor Cycling,0.0,859,136,0.0,5403
Indoor Cycling,0.0,439,127,2729 Indoor Cycling,0.0,439,127,0.0,2729
Schwimmbad,675.0,164,118,1120 Schwimmbad,675.0,164,118,0.0,1120
Laufen,0.37,75,141,392 Laufen,0.37,75,141,0.0,392
Indoor Cycling,0.0,427,126,2785 Indoor Cycling,0.0,427,126,0.0,2785
Schwimmbad,1000.0,239,144,1890 Schwimmbad,1000.0,239,144,0.0,1890
Indoor Cycling,0.0,459,117,3690 Indoor Cycling,0.0,459,117,0.0,3690
Schwimmbad,1025.0,249,119,1723 Schwimmbad,1025.0,249,119,0.0,1723
Gehen,0.93,117,114,932 Gehen,0.93,117,114,0.0,932
Gehen,1.83,121,80,1970 Gehen,1.83,121,80,7.0,1970
Gehen,5.55,667,115,5980 Gehen,5.55,667,115,599.0,5980
Gehen,1.89,117,87,1780 Gehen,1.89,117,87,8.0,1780
Gehen,1.9,231,109,2135 Gehen,1.9,231,109,251.0,2135
Laufen,6.9,565,156,2692 Laufen,6.9,565,156,183.0,2692
Gehen,0.82,66,100,835 Gehen,0.82,66,100,4.0,835
Gehen,0.85,61,99,777 Gehen,0.85,61,99,0.0,777
Laufen,2.12,157,149,777 Laufen,2.12,157,149,0.0,777
Schwimmbad,1000.0,240,137,1870 Schwimmbad,1000.0,240,137,0.0,1870
Laufen,7.01,492,165,2150 Laufen,7.01,492,165,22.0,2150
Indoor Cycling,0.0,473,132,2729 Indoor Cycling,0.0,473,132,0.0,2729
Laufen,10.16,754,160,3395 Laufen,10.16,754,160,15.0,3395
Indoor Cycling,0.0,354,114,2727 Indoor Cycling,0.0,354,114,0.0,2727
Laufen,10.28,782,159,3565 Laufen,10.28,782,159,19.0,3565
Laufen,13.69,1090,162,4818 Laufen,13.69,1090,162,14.0,4818
Indoor Cycling,0.0,477,119,3373 Indoor Cycling,0.0,477,119,0.0,3373
Laufen,7.47,513,146,2541 Laufen,7.47,513,146,22.0,2541
Gehen,4.47,671,132,4417 Gehen,4.47,671,132,332.0,4417
Gehen,4.11,523,128,4015 Gehen,4.11,523,128,226.0,4015
Gehen,3.88,451,117,4349 Gehen,3.88,451,117,139.0,4349
Gehen,2.21,539,127,4370 Gehen,2.21,539,127,198.0,4370
Gehen,2.18,353,118,2928 Gehen,2.18,353,118,274.0,2928
Gehen,5.43,1085,123,9094 Gehen,5.43,1085,123,703.0,9094
Gehen,2.31,412,134,2489 Gehen,2.31,412,134,291.0,2489
Gehen,5.0,523,113,5479 Gehen,5.0,523,113,111.0,5479
Gehen,1.72,331,117,2573 Gehen,1.72,331,117,356.0,2573
Gehen,4.95,944,130,6607 Gehen,4.95,944,130,960.0,6607
Indoor Cycling,0.0,595,122,4081 Indoor Cycling,0.0,595,122,0.0,4081
Laufen,5.01,337,146,1680 Laufen,5.01,337,146,9.0,1680
Laufen,6.01,436,155,2026 Laufen,6.01,436,155,8.0,2026
Laufen,5.15,380,155,1749 Laufen,5.15,380,155,2.0,1749
Laufen,5.01,352,162,1530 Laufen,5.01,352,162,9.0,1530
Gehen,0.72,78,99,964 Gehen,0.72,78,99,0.0,964
Radfahren,23.3,643,148,3301 Radfahren,23.3,643,148,39.0,3301
Indoor Cycling,0.0,106,103,983 Indoor Cycling,0.0,106,103,0.0,983
Gehen,6.27,553,113,6062 Gehen,6.27,553,113,90.0,6062
Gehen,5.35,769,124,6377 Gehen,5.35,769,124,440.0,6377
Gehen,3.44,621,127,4595 Gehen,3.44,621,127,575.0,4595
Laufen,1.46,106,136,573 Laufen,1.46,106,136,4.0,573
Laufen,1.48,112,140,581 Laufen,1.48,112,140,4.0,581
Indoor Cycling,0.0,597,130,3606 Indoor Cycling,0.0,597,130,0.0,3606
Laufen,5.01,321,150,1548 Laufen,5.01,321,150,9.0,1548
Indoor Cycling,0.0,502,127,3100 Indoor Cycling,0.0,502,127,0.0,3100
Indoor Cycling,0.0,183,102,1792 Indoor Cycling,0.0,183,102,0.0,1792
Laufen,5.13,354,154,1642 Laufen,5.13,354,154,7.0,1642
Laufen,5.01,346,155,1597 Laufen,5.01,346,155,4.0,1597
Indoor Cycling,0.0,543,119,3952 Indoor Cycling,0.0,543,119,0.0,3952
Indoor Cycling,0.0,531,118,3994 Indoor Cycling,0.0,531,118,0.0,3994
Gehen,0.66,111,124,757 Gehen,0.66,111,124,107.0,757
Laufen,0.99,81,119,542 Laufen,0.99,81,119,2.0,542
Laufen,7.39,525,147,2559 Laufen,7.39,525,147,22.0,2559
Laufen,2.08,153,136,834 Laufen,2.08,153,136,0.0,834
Indoor Cycling,0.0,546,123,3602 Indoor Cycling,0.0,546,123,0.0,3602
Laufen,5.01,356,148,1712 Laufen,5.01,356,148,6.0,1712
Laufen,5.05,374,158,1664 Laufen,5.05,374,158,8.0,1664
Laufen,7.46,553,151,2587 Laufen,7.46,553,151,17.0,2587
Indoor Cycling,0.0,388,109,3357 Indoor Cycling,0.0,388,109,0.0,3357
Indoor Cycling,0.0,603,125,3765 Indoor Cycling,0.0,603,125,0.0,3765
Laufen,5.01,368,154,1671 Laufen,5.01,368,154,4.0,1671
Radfahren,29.69,770,135,5185 Radfahren,29.69,770,135,278.0,5185
Laufen,5.15,383,158,1684 Laufen,5.15,383,158,11.0,1684
Indoor Cycling,0.0,359,117,2554 Indoor Cycling,0.0,359,117,0.0,2554
Indoor Cycling,0.0,618,129,3726 Indoor Cycling,0.0,618,129,0.0,3726
Gehen,5.62,361,103,4321 Gehen,5.62,361,103,43.0,4321
Gehen,4.96,568,111,5285 Gehen,4.96,568,111,643.0,5285
Gehen,0.74,43,92,615 Gehen,0.74,43,92,2.0,615
Laufen,0.85,68,118,438 Laufen,0.85,68,118,0.0,438
Indoor Cycling,0.0,379,98,4189 Indoor Cycling,0.0,379,98,0.0,4189
Indoor Cycling,0.0,643,128,3841 Indoor Cycling,0.0,643,128,0.0,3841
Krafttraining,0.0,229,97,2618 Krafttraining,0.0,229,97,0.0,2618
Laufen,18.45,1934,164,8696 Laufen,18.45,1934,164,210.0,8696
Radfahren,10.64,292,123,1841 Radfahren,10.64,292,123,27.0,1841
Radfahren,8.76,310,130,1760 Radfahren,8.76,310,130,12.0,1760
Laufen,10.31,816,161,3542 Laufen,10.31,816,161,15.0,3542
Crosstrainer,0.0,384,135,2664 Crosstrainer,0.0,384,135,0.0,2664
Crosstrainer,0.0,441,139,2918 Crosstrainer,0.0,441,139,0.0,2918
Crosstrainer,0.0,544,144,3521 Crosstrainer,0.0,544,144,0.0,3521
Stepper,0.0,419,143,2560 Stepper,0.0,419,143,0.0,2560
Indoor Cycling,0.0,13,106,150 Indoor Cycling,0.0,13,106,0.0,150

1 activity_type distance_km calories_burned heart_rate elevation_meters duration_seconds
2 Laufen 42.65 2817 148 107.0 16515
3 Laufen 3.72 246 144 9.0 1213
4 Virtuelles Radfahren 12.81 210 116 125.0 1818
5 Laufen 5.6 350 133 21.0 1839
6 Laufen 9.01 549 144 21.0 2696
7 Laufen 9.33 573 135 28.0 3007
8 Laufen 8.17 491 143 25.0 2403
9 Laufen 14.13 873 136 42.0 4759
10 Laufen 7.87 510 141 16.0 2637
11 Virtuelles Radfahren 31.84 582 130 270.0 3632
12 Laufen 8.02 511 137 25.0 2652
13 Mixed Martial Arts 0.0 326 93 0.0 4774
14 Laufen 9.87 605 141 20.0 3010
15 Virtuelles Radfahren 18.55 301 117 62.0 1971
16 Rennradfahren 36.23 802 135 269.0 4206
17 Rennradfahren 40.49 1027 136 254.0 4964
18 Laufen 16.04 986 137 55.0 5321
19 Laufen 9.74 594 134 34.0 3217
20 Virtuelles Radfahren 31.33 494 120 48.0 3312
21 Laufen 8.54 514 143 22.0 2585
22 Mixed Martial Arts 0.0 332 97 0.0 4716
23 Laufen 14.04 896 140 45.0 4752
24 Virtuelles Radfahren 23.09 432 131 230.0 2571
25 Laufen 7.81 489 138 21.0 2487
26 Laufen 9.28 590 140 27.0 3111
27 Mixed Martial Arts 0.0 452 116 0.0 4534
28 Laufen 10.05 630 153 21.0 2915
29 Rennradfahren 42.4 1013 124 575.0 6342
30 Virtuelles Radfahren 23.56 529 133 408.0 3214
31 Laufen 9.07 576 150 14.0 2788
32 Mixed Martial Arts 0.0 431 105 0.0 4697
33 Rennradfahren 70.08 1770 132 1052.0 9839
34 Laufen 11.42 708 141 27.0 3855
35 Rennradfahren 42.1 907 139 217.0 4610
36 Gehen 1.55 88 75 6.0 1408
37 Laufen 9.01 571 147 22.0 2911
38 Virtuelles Radfahren 16.38 563 130 676.0 3397
39 Virtuelles Radfahren 17.1 318 119 132.0 2164
40 Laufen 9.02 541 150 20.0 2615
41 Virtuelles Radfahren 31.5 583 125 266.0 3620
42 Laufen 10.63 677 141 17.0 3602
43 Virtuelles Radfahren 33.43 765 140 621.0 4318
44 Laufen 9.65 586 136 32.0 3202
45 Virtuelles Radfahren 19.64 583 129 641.0 3619
46 Virtuelles Radfahren 11.12 196 111 159.0 1358
47 Laufen 9.03 572 137 33.0 3155
48 Virtuelles Radfahren 25.24 444 134 129.0 2694
49 Virtuelles Radfahren 6.19 138 109 118.0 1266
50 Indoor Cycling 8.67 174 109 0.0 1264
51 Laufen 5.01 265 136 27.0 1710
52 Laufen 9.27 571 137 28.0 3100
53 Virtuelles Radfahren 32.58 766 122 687.0 4561
54 Indoor Cycling 33.03 841 139 0.0 4028
55 Laufen 9.01 542 133 34.0 2955
56 Indoor Cycling 28.44 694 133 0.0 3638
57 Indoor Cycling 2.71 56 90 0.0 601
58 Laufen 10.01 603 146 27.0 3112
59 Wandern 24.51 2398 106 2491.0 28243
60 Rennradfahren 67.94 1656 135 1196.0 10625
61 Laufen 7.02 434 136 21.0 2310
62 Indoor Cycling 29.09 718 134 0.0 3604
63 Indoor Cycling 13.49 289 103 0.0 1843
64 Indoor Cycling 5.17 112 109 0.0 1004
65 Mixed Martial Arts 0.0 828 151 0.0 4715
66 Indoor Cycling 29.37 741 143 0.0 3612
67 Indoor Cycling 7.99 212 124 0.0 1008
68 Gehen 1.81 104 72 11.0 1663
69 Mixed Martial Arts 0.0 449 116 0.0 4485
70 Rennradfahren 57.89 1250 127 1116.0 8895
71 Laufen 12.02 780 145 41.0 4183
72 Indoor Cycling 28.56 681 134 0.0 3608
73 Mixed Martial Arts 0.0 456 123 0.0 3685
74 Laufen 1.4 84 122 1.0 493
75 Laufen 8.65 537 151 38.0 2705
76 Mixed Martial Arts 0.0 278 92 0.0 4527
77 Rennradfahren 101.27 1934 143 652.0 12065
78 Laufen 9.38 594 132 52.0 3606
79 Rennradfahren 67.93 1577 138 1324.0 10694
80 Schwimmbad 1250.0 189 97 0.0 2102
81 Schwimmbad 625.0 139 95 0.0 1640
82 Indoor Cycling 28.71 685 135 0.0 3606
83 Mixed Martial Arts 0.0 478 117 0.0 4672
84 Gehen 2.92 165 86 50.0 2431
85 Rennradfahren 82.28 2238 145 1586.0 12631
86 Rennradfahren 34.74 741 138 193.0 4493
87 Indoor Cycling 18.61 438 106 0.0 3120
88 Gehen 2.0 109 75 17.0 1765
89 Indoor Cycling 11.93 221 98 0.0 1802
90 Indoor Cycling 7.96 166 95 0.0 1810
91 Laufen 100.5 6376 128 803.0 50038
92 Gehen 2.57 139 87 5.0 1879
93 Laufen 10.02 644 136 44.0 3565
94 Indoor Cycling 29.53 740 146 0.0 3610
95 Laufen 10.03 637 137 28.0 3670
96 Indoor Cycling 21.86 545 141 0.0 2693
97 Laufen 12.02 769 133 29.0 4630
98 Laufen 7.33 450 135 14.0 2496
99 Indoor Cycling 19.15 457 125 0.0 2455
100 Indoor Cycling 29.12 712 142 0.0 3615
101 Laufen 8.22 503 134 26.0 2925
102 Laufbandtraining 11.2 581 131 0.0 4329
103 Laufbandtraining 14.0 630 128 0.0 5216
104 Indoor Cycling 27.14 636 131 0.0 3607
105 Rennradfahren 56.6 974 136 266.0 6709
106 Indoor Cycling 25.54 642 138 0.0 3165
107 Laufen 10.05 620 136 37.0 3610
108 Indoor Cycling 20.77 527 140 0.0 2624
109 Rennradfahren 118.61 2435 133 1927.0 19116
110 Laufbandtraining 14.0 768 140 0.0 4796
111 Laufbandtraining 8.22 484 146 0.0 2634
112 Laufbandtraining 10.0 582 145 0.0 3213
113 Indoor Cycling 22.52 559 144 0.0 2764
114 Rennradfahren 62.45 1208 139 277.0 7205
115 Rennradfahren 70.06 1644 144 1390.0 11226
116 Rennradfahren 70.33 1635 144 1360.0 11289
117 Laufen 10.02 652 143 27.0 3664
118 Indoor Cycling 21.54 523 141 0.0 2732
119 Mixed Martial Arts 0.0 3 79 0.0 5700
120 Laufen 5.01 314 126 19.0 1893
121 Gehen 2.98 170 72 13.0 2531
122 Laufen 8.51 540 137 31.0 3018
123 Laufen 8.11 536 152 52.0 2630
124 Wandern 12.2 955 102 591.0 11429
125 Wandern 11.32 848 98 622.0 11566
126 Gehen 9.4 541 87 208.0 7290
127 Indoor Cycling 7.77 206 140 0.0 1012
128 Indoor Cycling 27.63 662 140 0.0 3605
129 Mixed Martial Arts 0.0 541 117 0.0 4936
130 Rennradfahren 71.85 1437 134 572.0 10336
131 Indoor Cycling 26.29 578 127 0.0 3610
132 Indoor Cycling 11.9 250 116 0.0 1665
133 Gehen 3.37 201 80 24.0 2843
134 Gehen 2.41 105 81 27.0 1906
135 Gehen 4.51 282 80 106.0 4217
136 Laufen 4.1 248 132 28.0 1426
137 Radfahren 101.4 2140 130 2077.0 15958
138 Rennradfahren 102.8 1991 130 2014.0 15779
139 Laufen 8.03 509 144 48.0 2668
140 Rennradfahren 53.74 896 115 813.0 7994
141 Rennradfahren 100.53 2295 128 2601.0 18474
142 Rennradfahren 78.89 1763 135 1449.0 12034
143 Rennradfahren 57.85 1428 137 1126.0 10044
144 Rennradfahren 28.85 968 141 782.0 5264
145 Indoor Cycling 30.05 732 139 0.0 3775
146 Rennradfahren 107.16 1915 134 636.0 14693
147 Laufen 7.45 459 139 32.0 2521
148 Schwimmbad 1475.0 294 96 0.0 3401
149 Indoor Cycling 33.29 815 140 0.0 4212
150 Indoor Cycling 60.04 1239 133 0.0 7920
151 Laufen 12.33 778 145 42.0 4222
152 Indoor Cycling 27.65 662 137 0.0 3613
153 Indoor Cycling 25.02 594 138 0.0 3305
154 Indoor Cycling 35.21 808 138 0.0 4584
155 Schwimmbad 375.0 229 91 0.0 3226
156 Indoor Cycling 20.83 483 137 0.0 2719
157 Gehen 4.48 308 91 213.0 4034
158 Laufen 9.56 584 150 34.0 3271
159 Laufen 8.59 552 148 37.0 2829
160 Krafttraining 0.0 21 86 0.0 316
161 Laufen 9.63 633 150 36.0 3173
162 Laufen 9.03 609 152 32.0 3031
163 Laufen 6.2 396 140 22.0 2053
164 Mixed Martial Arts 0.0 119 110 0.0 1075
165 Krafttraining 0.0 76 111 0.0 617
166 Gehen 4.72 246 73 23.0 3443
167 Gehen 2.68 56 59 15.0 1915
168 Krafttraining 0.0 43 76 0.0 965
169 Gehen 3.53 97 71 18.0 2483
170 Gehen 5.86 252 67 19.0 4421
171 Gehen 3.53 185 72 22.0 2588
172 Gehen 3.73 193 75 18.0 2866
173 Gehen 3.81 145 67 22.0 2995
174 Indoor Cycling 27.44 598 127 0.0 3669
175 Krafttraining 0.0 204 100 0.0 2516
176 Laufbandtraining 2.0 112 129 0.0 684
177 Indoor Cycling 27.54 665 140 0.0 3610
178 Schwimmbad 425.0 214 88 0.0 3412
179 Krafttraining 0.0 285 107 0.0 3035
180 Laufbandtraining 2.0 104 122 0.0 712
181 Indoor Cycling 70.19 1424 126 0.0 9742
182 Laufen 12.06 749 146 41.0 4107
183 Indoor Cycling 35.81 795 133 0.0 4779
184 Indoor Cycling 40.15 873 133 0.0 5458
185 Mixed Martial Arts 0.0 401 105 0.0 4966
186 Krafttraining 0.0 241 102 0.0 2882
187 Laufbandtraining 2.04 132 128 0.0 835
188 Schwimmbad 575.0 238 97 0.0 3611
189 Indoor Cycling 72.87 1453 126 0.0 10213
190 Laufen 13.03 811 148 41.0 4380
191 Krafttraining 0.0 198 106 0.0 2074
192 Laufbandtraining 2.63 135 125 0.0 903
193 Indoor Cycling 39.07 850 133 0.0 5291
194 Mixed Martial Arts 0.0 480 117 0.0 5024
195 Indoor Cycling 27.3 625 137 0.0 3593
196 Schwimmbad 600.0 265 88 0.0 4349
197 Krafttraining 0.0 245 108 0.0 2529
198 Laufbandtraining 4.0 220 128 0.0 1434
199 Indoor Cycling 50.07 1008 129 0.0 6920
200 Laufen 10.03 646 150 35.0 3455
201 Krafttraining 0.0 240 113 0.0 2075
202 Laufbandtraining 3.68 214 138 0.0 1163
203 Indoor Cycling 18.93 384 117 0.0 2671
204 Schwimmbad 275.0 184 83 0.0 3222
205 Indoor Cycling 20.62 409 118 0.0 2971
206 Gehen 6.01 330 80 75.0 5153
207 Indoor Cycling 19.5 384 116 0.0 2834
208 Indoor Cycling 38.13 872 119 0.0 6011
209 Krafttraining 0.0 282 109 0.0 2775
210 Laufbandtraining 4.0 218 127 0.0 1390
211 Indoor Cycling 21.15 539 130 0.0 3184
212 Mixed Martial Arts 0.0 494 114 0.0 4925
213 Indoor Cycling 55.74 1323 123 0.0 9197
214 Gehen 3.27 173 72 33.0 2303
215 Krafttraining 0.0 389 120 0.0 3108
216 Laufbandtraining 4.0 238 133 0.0 1392
217 Indoor Cycling 24.22 583 126 0.0 3842
218 Laufen 9.01 459 154 28.0 2679
219 Krafttraining 0.0 323 105 0.0 3632
220 Laufbandtraining 4.0 221 127 0.0 1427
221 Laufen 17.01 1080 141 38.0 6229
222 Krafttraining 0.0 381 114 0.0 3514
223 Laufbandtraining 3.3 186 128 0.0 1168
224 Indoor Cycling 55.51 1183 126 0.0 7672
225 Laufen 10.03 603 149 35.0 3117
226 Gehen 1.26 96 102 56.0 1235
227 Skifahren (Piste) 15.15 354 94 2007.0 4888
228 Skifahren (Piste) 4.04 56 111 0.0 463
229 Laufen 10.03 610 152 35.0 3012
230 Gehen 3.24 156 78 18.0 2473
231 Gehen 3.08 237 98 250.0 2945
232 Krafttraining 0.0 271 113 0.0 2490
233 Laufbandtraining 5.0 278 130 0.0 1727
234 Indoor Cycling 60.81 1262 123 0.0 8806
235 Krafttraining 0.0 320 114 0.0 2873
236 Laufbandtraining 5.68 298 138 0.0 1723
237 Laufen 7.46 460 144 26.0 2428
238 Gehen 4.42 125 61 30.0 3428
239 Krafttraining 0.0 219 101 0.0 2889
240 Laufbandtraining 2.16 110 122 0.0 763
241 Indoor Cycling 41.44 858 129 0.0 5760
242 Laufen 14.64 929 144 60.0 5108
243 Indoor Cycling 19.12 409 120 0.0 2841
244 Laufen 7.45 464 146 23.0 2395
245 Mixed Martial Arts 0.0 673 132 0.0 4903
246 Indoor Cycling 65.92 1130 129 0.0 9031
247 Laufen 13.36 824 143 44.0 4495
248 Laufen 5.24 313 138 17.0 1733
249 Laufen 10.04 604 143 26.0 3255
250 Mixed Martial Arts 0.0 384 103 0.0 4701
251 Indoor Cycling 50.02 997 115 0.0 7049
252 Laufen 7.39 466 139 29.0 2543
253 Mixed Martial Arts 0.0 667 139 0.0 4292
254 Mixed Martial Arts 0.0 643 139 0.0 4285
255 Laufen 6.01 382 135 6.0 2156
256 Mixed Martial Arts 0.0 632 136 0.0 4396
257 Mixed Martial Arts 0.0 648 143 0.0 3977
258 Mixed Martial Arts 0.0 677 144 0.0 4676
259 Mixed Martial Arts 0.0 745 132 0.0 6439
260 Mixed Martial Arts 0.0 833 141 0.0 6678
261 Mixed Martial Arts 0.0 909 147 0.0 6264
262 Laufen 5.99 380 129 6.0 2656
263 Mixed Martial Arts 0.0 463 122 0.0 3954
264 Indoor Cycling 21.49 519 124 0.0 3586
265 Laufen 6.97 452 142 24.0 2645
266 Laufen 7.08 434 134 27.0 2615
267 Indoor Cycling 15.05 362 114 0.0 2504
268 Laufen 6.65 416 151 21.0 2168
269 Laufen 10.77 698 150 39.0 3545
270 Indoor Cycling 22.74 504 122 0.0 3408
271 Mixed Martial Arts 0.0 420 111 0.0 4561
272 Gehen 4.36 238 91 24.0 3058
273 Laufen 18.52 1222 153 33.0 6550
274 Laufen 7.19 451 144 25.0 2336
275 Laufbandtraining 5.03 295 143 0.0 1543
276 Indoor Cycling 44.74 767 121 0.0 5626
277 Laufen 7.47 476 145 31.0 2505
278 Indoor Cycling 16.64 427 116 0.0 2778
279 Mixed Martial Arts 0.0 493 116 0.0 4507
280 Laufen 5.01 296 133 10.0 1594
281 Laufen 5.33 333 145 18.0 1660
282 Indoor Cycling 45.82 820 114 0.0 5857
283 Indoor Cycling 20.93 304 95 0.0 2653
284 Laufen 21.25 1416 157 30.0 6779
285 Gehen 5.57 301 90 25.0 3874
286 Laufbandtraining 5.56 300 136 0.0 1668
287 Indoor Cycling 32.58 564 110 0.0 4239
288 Mixed Martial Arts 0.0 576 140 0.0 5400
289 Laufen 7.47 486 147 23.0 2429
290 Indoor Cycling 43.53 807 115 0.0 5944
291 Indoor Cycling 0.0 278 107 0.0 2722
292 Laufen 5.34 329 139 15.0 1682
293 Laufen 5.45 331 139 17.0 1670
294 Laufen 7.54 449 159 38.0 2002
295 Laufen 0.72 45 117 2.0 296
296 Wandern 6.98 652 100 615.0 7912
297 Mixed Martial Arts 0.0 576 140 0.0 5400
298 Laufen 7.09 436 151 21.0 2051
299 Mixed Martial Arts 0.0 576 140 0.0 5400
300 Laufen 10.02 683 137 268.0 3927
301 Laufen 7.45 435 141 24.0 2166
302 Laufen 12.53 813 146 34.0 4204
303 Laufen 5.69 351 137 19.0 1864
304 Laufbandtraining 1.75 95 114 0.0 754
305 Laufen 7.42 468 142 22.0 2433
306 Wandern 28.22 1965 97 1712.0 26462
307 Radfahren 58.96 1129 141 318.0 7102
308 Laufen 7.48 484 143 23.0 2514
309 Laufen 7.47 487 145 22.0 2525
310 Laufen 5.01 293 151 11.0 1400
311 Radfahren 58.97 971 132 312.0 7846
312 Radfahren 58.14 841 121 141.0 7974
313 Radfahren 17.05 328 123 37.0 2595
314 Radfahren 19.1 395 127 64.0 2778
315 Laufen 21.17 1389 150 54.0 7489
316 Laufen 5.55 337 136 18.0 1784
317 Laufen 8.46 553 147 26.0 2901
318 Radfahren 59.86 1085 137 327.0 7928
319 Laufen 5.31 344 147 14.0 1749
320 Laufen 5.2 328 140 13.0 1706
321 Laufen 9.01 599 150 24.0 3094
322 Laufen 5.3 338 144 26.0 1727
323 Laufen 5.16 323 134 12.0 1753
324 Wandern 14.43 1267 103 601.0 15727
325 Wandern 8.8 1207 111 502.0 12555
326 Wandern 6.33 980 118 655.0 9145
327 Wandern 8.48 957 114 887.0 10122
328 Gehen 0.62 52 109 10.0 526
329 Laufen 5.02 315 137 11.0 1669
330 Laufen 6.57 442 145 17.0 2372
331 Laufen 7.08 463 143 20.0 2512
332 Laufen 5.27 331 135 14.0 1789
333 Laufen 5.28 338 144 14.0 1763
334 Laufen 7.5 493 143 25.0 2651
335 Laufen 5.28 333 140 14.0 1741
336 Laufen 5.12 317 140 14.0 1674
337 Laufen 4.03 260 142 16.0 1378
338 Laufen 7.46 493 149 22.0 2547
339 Laufen 5.01 323 154 18.0 1567
340 Laufen 5.17 316 145 12.0 1588
341 Laufen 5.15 328 143 11.0 1701
342 Laufen 6.04 393 147 14.0 2013
343 Laufen 5.0 323 138 13.0 1728
344 Gehen 4.33 235 100 23.0 3040
345 Laufen 5.01 321 142 16.0 1659
346 Laufen 5.63 358 141 20.0 1895
347 Laufen 8.05 530 149 22.0 2739
348 Gehen 2.3 171 140 19.0 1014
349 Laufen 5.07 329 143 7.0 1740
350 Laufen 5.01 322 142 21.0 1685
351 Laufen 6.95 456 150 13.0 2319
352 Laufen 5.17 327 151 12.0 1626
353 Laufen 5.21 333 155 13.0 1633
354 Laufen 16.04 1087 152 45.0 5792
355 Laufen 5.16 321 144 12.0 1662
356 Laufen 5.09 331 148 12.0 1727
357 Laufen 5.61 360 148 20.0 1847
358 Laufen 13.65 907 148 33.0 4945
359 Laufen 5.0 325 146 11.0 1704
360 Radfahren 34.2 622 129 61.0 4984
361 Laufen 5.05 319 141 10.0 1720
362 Laufen 7.43 484 151 23.0 2489
363 Laufen 5.57 315 133 29.0 1759
364 Laufen 5.3 352 155 16.0 1796
365 Laufen 5.13 326 148 11.0 1664
366 Laufen 12.05 799 150 34.0 4167
367 Laufen 5.6 352 142 23.0 1809
368 Laufen 5.61 357 144 16.0 1825
369 Laufen 7.46 491 149 22.0 2496
370 Laufen 5.09 324 148 14.0 1616
371 Laufen 5.01 327 145 13.0 1682
372 Indoor Cycling 0.0 332 116 0.0 2779
373 Indoor Cycling 0.0 393 125 0.0 2747
374 Laufen 5.94 394 145 8.0 2090
375 Laufen 5.0 332 142 8.0 1753
376 Laufen 5.6 375 135 23.0 2337
377 Laufen 7.27 486 148 16.0 2475
378 Indoor Cycling 0.0 318 115 0.0 2592
379 Laufen 2.17 137 136 13.0 748
380 Laufen 13.24 928 155 146.0 4760
381 Wandern 6.19 510 102 391.0 5831
382 Laufen 5.25 351 156 43.0 1708
383 Indoor Cycling 0.0 290 114 0.0 2357
384 Indoor Cycling 0.0 510 139 0.0 2717
385 Gehen 1.96 195 110 13.0 1939
386 Laufen 5.07 374 155 67.0 1720
387 Gehen 0.91 70 89 4.0 1113
388 Laufen 5.02 365 152 7.0 1697
389 Indoor Cycling 0.0 384 119 0.0 2701
390 Laufen 11.42 848 156 41.0 3902
391 Laufen 14.05 999 153 39.0 4803
392 Laufen 5.03 342 157 9.0 1586
393 Laufen 5.02 343 147 15.0 1707
394 Indoor Cycling 0.0 385 121 0.0 2714
395 Indoor Cycling 0.0 391 120 0.0 2706
396 Laufen 5.01 352 162 9.0 1573
397 Gehen 0.76 58 90 6.0 767
398 Indoor Cycling 0.0 859 136 0.0 5403
399 Indoor Cycling 0.0 439 127 0.0 2729
400 Schwimmbad 675.0 164 118 0.0 1120
401 Laufen 0.37 75 141 0.0 392
402 Indoor Cycling 0.0 427 126 0.0 2785
403 Schwimmbad 1000.0 239 144 0.0 1890
404 Indoor Cycling 0.0 459 117 0.0 3690
405 Schwimmbad 1025.0 249 119 0.0 1723
406 Gehen 0.93 117 114 0.0 932
407 Gehen 1.83 121 80 7.0 1970
408 Gehen 5.55 667 115 599.0 5980
409 Gehen 1.89 117 87 8.0 1780
410 Gehen 1.9 231 109 251.0 2135
411 Laufen 6.9 565 156 183.0 2692
412 Gehen 0.82 66 100 4.0 835
413 Gehen 0.85 61 99 0.0 777
414 Laufen 2.12 157 149 0.0 777
415 Schwimmbad 1000.0 240 137 0.0 1870
416 Laufen 7.01 492 165 22.0 2150
417 Indoor Cycling 0.0 473 132 0.0 2729
418 Laufen 10.16 754 160 15.0 3395
419 Indoor Cycling 0.0 354 114 0.0 2727
420 Laufen 10.28 782 159 19.0 3565
421 Laufen 13.69 1090 162 14.0 4818
422 Indoor Cycling 0.0 477 119 0.0 3373
423 Laufen 7.47 513 146 22.0 2541
424 Gehen 4.47 671 132 332.0 4417
425 Gehen 4.11 523 128 226.0 4015
426 Gehen 3.88 451 117 139.0 4349
427 Gehen 2.21 539 127 198.0 4370
428 Gehen 2.18 353 118 274.0 2928
429 Gehen 5.43 1085 123 703.0 9094
430 Gehen 2.31 412 134 291.0 2489
431 Gehen 5.0 523 113 111.0 5479
432 Gehen 1.72 331 117 356.0 2573
433 Gehen 4.95 944 130 960.0 6607
434 Indoor Cycling 0.0 595 122 0.0 4081
435 Laufen 5.01 337 146 9.0 1680
436 Laufen 6.01 436 155 8.0 2026
437 Laufen 5.15 380 155 2.0 1749
438 Laufen 5.01 352 162 9.0 1530
439 Gehen 0.72 78 99 0.0 964
440 Radfahren 23.3 643 148 39.0 3301
441 Indoor Cycling 0.0 106 103 0.0 983
442 Gehen 6.27 553 113 90.0 6062
443 Gehen 5.35 769 124 440.0 6377
444 Gehen 3.44 621 127 575.0 4595
445 Laufen 1.46 106 136 4.0 573
446 Laufen 1.48 112 140 4.0 581
447 Indoor Cycling 0.0 597 130 0.0 3606
448 Laufen 5.01 321 150 9.0 1548
449 Indoor Cycling 0.0 502 127 0.0 3100
450 Indoor Cycling 0.0 183 102 0.0 1792
451 Laufen 5.13 354 154 7.0 1642
452 Laufen 5.01 346 155 4.0 1597
453 Indoor Cycling 0.0 543 119 0.0 3952
454 Indoor Cycling 0.0 531 118 0.0 3994
455 Gehen 0.66 111 124 107.0 757
456 Laufen 0.99 81 119 2.0 542
457 Laufen 7.39 525 147 22.0 2559
458 Laufen 2.08 153 136 0.0 834
459 Indoor Cycling 0.0 546 123 0.0 3602
460 Laufen 5.01 356 148 6.0 1712
461 Laufen 5.05 374 158 8.0 1664
462 Laufen 7.46 553 151 17.0 2587
463 Indoor Cycling 0.0 388 109 0.0 3357
464 Indoor Cycling 0.0 603 125 0.0 3765
465 Laufen 5.01 368 154 4.0 1671
466 Radfahren 29.69 770 135 278.0 5185
467 Laufen 5.15 383 158 11.0 1684
468 Indoor Cycling 0.0 359 117 0.0 2554
469 Indoor Cycling 0.0 618 129 0.0 3726
470 Gehen 5.62 361 103 43.0 4321
471 Gehen 4.96 568 111 643.0 5285
472 Gehen 0.74 43 92 2.0 615
473 Laufen 0.85 68 118 0.0 438
474 Indoor Cycling 0.0 379 98 0.0 4189
475 Indoor Cycling 0.0 643 128 0.0 3841
476 Krafttraining 0.0 229 97 0.0 2618
477 Laufen 18.45 1934 164 210.0 8696
478 Radfahren 10.64 292 123 27.0 1841
479 Radfahren 8.76 310 130 12.0 1760
480 Laufen 10.31 816 161 15.0 3542
481 Crosstrainer 0.0 384 135 0.0 2664
482 Crosstrainer 0.0 441 139 0.0 2918
483 Crosstrainer 0.0 544 144 0.0 3521
484 Stepper 0.0 419 143 0.0 2560
485 Indoor Cycling 0.0 13 106 0.0 150

2716
ml_calories.ipynb
View File

File diff suppressed because it is too large Load Diff

6
requirements.txt Normal file
View File

@ -0,0 +1,6 @@
pandas
numpy
matplotlib
seaborn
scikit-learn
xgboost