From 425b4d73454b970a171a0e233160c0a3246c399b Mon Sep 17 00:00:00 2001 From: mbguelhan <91418467+mbguelhan@users.noreply.github.com> Date: Sun, 26 Sep 2021 15:13:55 +0200 Subject: [PATCH 1/7] Create solution_.md --- solution_.md | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 solution_.md diff --git a/solution_.md b/solution_.md new file mode 100644 index 0000000..5012c1f --- /dev/null +++ b/solution_.md @@ -0,0 +1,7 @@ +# Assignment L3: Tools for Computational Scientists +## 1) Titles of Papers +- Title 1 +- Title 2 +- Title 3 +## 2) Plot of istherecorrelation.csv +![alt text](image.jpg) From b2d2df125f38a4290a54fae7280325c8ad2e9e93 Mon Sep 17 00:00:00 2001 From: mbguelhan Date: Sun, 26 Sep 2021 16:48:38 +0200 Subject: [PATCH 2/7] plot of data and python file making this plot --- .idea/.gitignore | 3 +++ .idea/CS_Assignment.iml | 10 +++++++ .../inspectionProfiles/profiles_settings.xml | 6 +++++ .idea/misc.xml | 4 +++ .idea/modules.xml | 8 ++++++ .idea/vcs.xml | 6 +++++ data-plot.jpg | Bin 0 -> 225092 bytes plot_istherecorrelation.csv.py | 25 ++++++++++++++++++ 8 files changed, 62 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/CS_Assignment.iml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 data-plot.jpg create mode 100644 plot_istherecorrelation.csv.py diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..26d3352 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,3 @@ +# Default ignored files +/shelf/ +/workspace.xml diff --git a/.idea/CS_Assignment.iml b/.idea/CS_Assignment.iml new file mode 100644 index 0000000..74d515a --- /dev/null +++ b/.idea/CS_Assignment.iml @@ -0,0 +1,10 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 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b/plot_istherecorrelation.csv.py new file mode 100644 index 0000000..87302f5 --- /dev/null +++ b/plot_istherecorrelation.csv.py @@ -0,0 +1,25 @@ +import pandas as pd +import matplotlib.pyplot as plt +import numpy as np + +df = pd.read_csv("istherecorrelation.csv", delimiter=";") +df.columns +df['WO [x1000]'] = df['WO [x1000]'].apply(lambda x: x.replace(',', '.')) +df['WO [x1000]'] = df['WO [x1000]'].map(float) + +fig,ax = plt.subplots() +# make a plot +ax.plot(df["Year"], df['WO [x1000]'], color="red", marker="o") +# set x-axis label +ax.set_xlabel("year",fontsize=14) +# set y-axis label +ax.set_ylabel("WO (x1000)", color="red", fontsize=12) +ax2=ax.twinx() +# make a plot with different y-axis using second axis object +ax2.plot(df["Year"], df['NL Beer consumption [x1000 hectoliter]'],color="blue",marker="o") +ax2.set_ylabel('NL Beer consumption (x1000 hl)',color="blue",fontsize=12) +plt.title("Is there correlation?", fontsize=14) +plt.savefig("data-plot.jpg", dpi=300, bbox_inches = "tight") +plt.show() + + From 822f098dd5c8d366cbdab2be81e28adbd339c0ae Mon Sep 17 00:00:00 2001 From: mbguelhan Date: Mon, 27 Sep 2021 11:36:37 +0200 Subject: [PATCH 3/7] remove plot_istherecorrelation.csv.py --- plot_istherecorrelation.csv.py | 25 ------------------------- 1 file changed, 25 deletions(-) delete mode 100644 plot_istherecorrelation.csv.py diff --git a/plot_istherecorrelation.csv.py b/plot_istherecorrelation.csv.py deleted file mode 100644 index 87302f5..0000000 --- a/plot_istherecorrelation.csv.py +++ /dev/null @@ -1,25 +0,0 @@ -import pandas as pd -import matplotlib.pyplot as plt -import numpy as np - -df = pd.read_csv("istherecorrelation.csv", delimiter=";") -df.columns -df['WO [x1000]'] = df['WO [x1000]'].apply(lambda x: x.replace(',', '.')) -df['WO [x1000]'] = df['WO [x1000]'].map(float) - -fig,ax = plt.subplots() -# make a plot -ax.plot(df["Year"], df['WO [x1000]'], color="red", marker="o") -# set x-axis label -ax.set_xlabel("year",fontsize=14) -# set y-axis label -ax.set_ylabel("WO (x1000)", color="red", fontsize=12) -ax2=ax.twinx() -# make a plot with different y-axis using second axis object -ax2.plot(df["Year"], df['NL Beer consumption [x1000 hectoliter]'],color="blue",marker="o") -ax2.set_ylabel('NL Beer consumption (x1000 hl)',color="blue",fontsize=12) -plt.title("Is there correlation?", fontsize=14) -plt.savefig("data-plot.jpg", dpi=300, bbox_inches = "tight") -plt.show() - - From c192410d87c3eb551bef818281f74c34a616fe28 Mon Sep 17 00:00:00 2001 From: mbguelhan <91418467+mbguelhan@users.noreply.github.com> Date: Mon, 27 Sep 2021 11:43:48 +0200 Subject: [PATCH 4/7] Update solution_.md --- solution_.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/solution_.md b/solution_.md index 5012c1f..9193bc9 100644 --- a/solution_.md +++ b/solution_.md @@ -1,7 +1,7 @@ # Assignment L3: Tools for Computational Scientists ## 1) Titles of Papers -- Title 1 -- Title 2 -- Title 3 +- The rise of coccidioides: forces against the dust devil unleashed +- An analysis of the forces required to drag sheep over various surfaces +- Correlation of continuous cardiac output measured by a pulmonary artery catheter versus impedance cardiography in ventilated patients ## 2) Plot of istherecorrelation.csv -![alt text](image.jpg) +![istherecorrelation.csv data plot](data-plot.jpg) From 28d7732ef6993adc2f535d66d854ba39ca8079ab Mon Sep 17 00:00:00 2001 From: mbguelhan <91418467+mbguelhan@users.noreply.github.com> Date: Mon, 27 Sep 2021 12:00:34 +0200 Subject: [PATCH 5/7] Update solution_.md --- solution_.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/solution_.md b/solution_.md index 9193bc9..caa3241 100644 --- a/solution_.md +++ b/solution_.md @@ -5,3 +5,5 @@ - Correlation of continuous cardiac output measured by a pulmonary artery catheter versus impedance cardiography in ventilated patients ## 2) Plot of istherecorrelation.csv ![istherecorrelation.csv data plot](data-plot.jpg) +### Interpretation of the figure +The figure above shows the amount of university students per year with the values on the left hand side corresponding to the red graph and beer consumption in the Netherlands with the values on the right hand side corresponding to the blue graph. One can see a sharp increase in students from around 2008 till 2012. In the same time period beer consumption stays relatively the same with no major increases or decreases. However the beer consumption has an increase after 2012, almost as if it is catching up with the increase in uni students. There seems to be some sort of correlation between the two data sets. Intuitively this makes sense as the university student life style involves a copious amount of beer. So more university students would result in more beer consumption overall. From 8cc585ce7b08ab62f0577b83b99b5eaf9fb98d39 Mon Sep 17 00:00:00 2001 From: mbguelhan <91418467+mbguelhan@users.noreply.github.com> Date: Mon, 27 Sep 2021 12:21:11 +0200 Subject: [PATCH 6/7] Update solution_.md --- solution_.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/solution_.md b/solution_.md index caa3241..f7f8d07 100644 --- a/solution_.md +++ b/solution_.md @@ -1,4 +1,6 @@ # Assignment L3: Tools for Computational Scientists +Student name: Mehmet Bahadir Gülhan +Student number: 14125250 ## 1) Titles of Papers - The rise of coccidioides: forces against the dust devil unleashed - An analysis of the forces required to drag sheep over various surfaces From 46414147214f49dc9d3e06868d1e6008d95ed900 Mon Sep 17 00:00:00 2001 From: mbguelhan <91418467+mbguelhan@users.noreply.github.com> Date: Mon, 27 Sep 2021 12:22:05 +0200 Subject: [PATCH 7/7] Update solution_.md --- solution_.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solution_.md b/solution_.md index f7f8d07..87156a5 100644 --- a/solution_.md +++ b/solution_.md @@ -1,6 +1,6 @@ # Assignment L3: Tools for Computational Scientists -Student name: Mehmet Bahadir Gülhan -Student number: 14125250 +#### - Student name: Mehmet Bahadir Gülhan +#### - Student number: 14125250 ## 1) Titles of Papers - The rise of coccidioides: forces against the dust devil unleashed - An analysis of the forces required to drag sheep over various surfaces