7. 2016#

i = pd.read_csv("data/sampledata/with_normalized_count.csv")
i.head()
date location replican event before event after event count coef per 100 label
0 2016-07-05 MRD ('2016-07-05', 'MRD1') True False False 0.0 250 0.0 Bioindicator
1 2016-07-12 MRD ('2016-07-12', 'MRD1') True False False 22.0 25 550.0 Bioindicator
2 2016-07-19 MRD ('2016-07-19', 'MRD1') False False True 8.0 25 200.0 Bioindicator
3 2016-06-21 MRD ('2016-06-21', 'MRD1') False True False 2.0 100 200.0 Bioindicator
4 2016-06-28 MRD ('2016-06-28', 'MRD1') False True False 0.0 25 0.0 Bioindicator 
i = pd.read_csv("data/sampledata/sample_results.csv")

rep_data
date location sample date_sample event before event after event medium label count coef week doy year color image string_date per/100ml fail
0 2016-07-05 MRD MRD1 ('2016-07-05', 'MRD1') True False False EasyGel Bioindicator 0.0 250 27 187 2016 big_blue none 2016-07-05 0.0 False
1 2016-07-12 MRD MRD1 ('2016-07-12', 'MRD1') True False False EasyGel Bioindicator 22.0 25 28 194 2016 big_blue none 2016-07-12 550.0 True
2 2016-07-19 MRD MRD1 ('2016-07-19', 'MRD1') False False True EasyGel Bioindicator 8.0 25 29 201 2016 big_blue none 2016-07-19 200.0 True
3 2016-06-21 MRD MRD1 ('2016-06-21', 'MRD1') False True False EasyGel Bioindicator 2.0 100 25 173 2016 big_blue none 2016-06-21 200.0 True
4 2016-06-28 MRD MRD1 ('2016-06-28', 'MRD1') False True False EasyGel Bioindicator 0.0 25 26 180 2016 big_blue none 2016-06-28 0.0 False
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
379 2016-06-21 VNX VNX3 ('2016-06-21', 'VNX3') False True False EasyGel Other 0.0 100 25 173 2016 turq none 2016-06-21 0.0 False
380 2016-06-28 VNX VNX3 ('2016-06-28', 'VNX3') False True False EasyGel Other 4.0 25 26 180 2016 turq none 2016-06-28 100.0 False
381 2016-07-26 VNX VNX3 ('2016-07-26', 'VNX3') False False True EasyGel Other 0.0 25 30 208 2016 turq none 2016-07-26 0.0 False
382 2016-08-09 VNX VNX3 ('2016-08-09', 'VNX3') False False True EasyGel Other 0.0 25 32 222 2016 turq none 2016-08-09 0.0 False
383 2016-08-02 VNX VNX3 ('2016-08-02', 'VNX3') False False True EasyGel Other 0.0 25 31 215 2016 turq none 2016-08-02 0.0 False

384 rows × 19 columns

_images/ad419ded14c222211f745926904c60f98502a84f068298c49420912019b60bfd.png
_images/ac30a6bff5d6239ffdef5f07c965eaea29d75034fa7801d4c23119471babc32c.png
_images/d59fc7d02e655885cc2d01766ebefb1ea7ba9188d9afb30b3a833edef6ea40b5.png

7.1. Are the weekly bioindicator averages during the event greater than before or after the event?#

_images/9e05f5b1247093795ed901eb369364b4a2f21065551b0c02fb2b20c399188220.png

This script updated 22/03/2024 in Ecublens, CH

❤️ what you do everyday: biolab at hackuarium

Git repo: https://github.com/hammerdirt/qualite-deau.git

Git branch: main

pandas    : 2.0.3
numpy     : 1.25.2
matplotlib: 3.7.1
seaborn   : 0.12.2