From 768877cd617f50a79103058567b0d0fe679c5373 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Mon, 22 Sep 2025 17:11:02 +0200 Subject: [PATCH 01/10] Create solution_<14186152>.md has been created created until the 5th exercise --- solution_<14186152>.md | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 solution_<14186152>.md diff --git a/solution_<14186152>.md b/solution_<14186152>.md new file mode 100644 index 0000000..b2d7a9f --- /dev/null +++ b/solution_<14186152>.md @@ -0,0 +1,19 @@ +14186152 +- MCC Van Dyke et al., 2019 +- JT Harvey, Applied Ergonomics, 2002 +- DW Ziegler et al., 2005 + +''' python +import pandas as pd +import matplotlib.pyplot as plt + +df = pd.read_csv("istherecorrelation.csv") + +plt.figure(dpi=300) +plt.plot(df["X"], df["Y"], "o-") +plt.xlabel("X variable") +plt.ylabel("Y variable") +plt.title("Correlation Plot") +plt.savefig("correlation_plot.png", dpi=300) +plt.show() + From 2444698fcd75a66458ceb405b7fdc015daa64d38 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Mon, 22 Sep 2025 17:12:19 +0200 Subject: [PATCH 02/10] Update solution_<14186152>.md added aphostrophe --- solution_<14186152>.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/solution_<14186152>.md b/solution_<14186152>.md index b2d7a9f..419153b 100644 --- a/solution_<14186152>.md +++ b/solution_<14186152>.md @@ -2,8 +2,7 @@ - MCC Van Dyke et al., 2019 - JT Harvey, Applied Ergonomics, 2002 - DW Ziegler et al., 2005 - -''' python +``` python import pandas as pd import matplotlib.pyplot as plt @@ -16,4 +15,4 @@ plt.ylabel("Y variable") plt.title("Correlation Plot") plt.savefig("correlation_plot.png", dpi=300) plt.show() - +``` From 7d720da197a16979c3d7ac51ea244ad5879169d5 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Mon, 22 Sep 2025 17:14:50 +0200 Subject: [PATCH 03/10] Update solution_<14186152>.md added the correlation plot --- solution_<14186152>.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/solution_<14186152>.md b/solution_<14186152>.md index 419153b..e22fb3c 100644 --- a/solution_<14186152>.md +++ b/solution_<14186152>.md @@ -16,3 +16,7 @@ plt.title("Correlation Plot") plt.savefig("correlation_plot.png", dpi=300) plt.show() ``` + +## Resulting plot + +![Correlation Plot](correlation_plot.png) From 9123dd274ef7e4ccce49a1261450426c6083fc79 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Mon, 22 Sep 2025 18:07:27 +0200 Subject: [PATCH 04/10] Update solution_<14186152>.md ... --- solution_<14186152>.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solution_<14186152>.md b/solution_<14186152>.md index e22fb3c..8f15c42 100644 --- a/solution_<14186152>.md +++ b/solution_<14186152>.md @@ -19,4 +19,4 @@ plt.show() ## Resulting plot -![Correlation Plot](correlation_plot.png) +!(correlation_plot.png) From b39821ca7c1c2e074125ed627dd8a3c97fceddde Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Mon, 22 Sep 2025 18:09:33 +0200 Subject: [PATCH 05/10] Create create_correlation_plot.py made --- create_correlation_plot.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 create_correlation_plot.py diff --git a/create_correlation_plot.py b/create_correlation_plot.py new file mode 100644 index 0000000..0e28dfa --- /dev/null +++ b/create_correlation_plot.py @@ -0,0 +1,12 @@ +import pandas as pd +import matplotlib.pyplot as plt + +df = pd.read_csv("istherecorrelation.csv") + +plt.figure(dpi=300) +plt.plot(df["X"], df["Y"], "o-") +plt.xlabel("X variable") +plt.ylabel("Y variable") +plt.title("Correlation Plot") +plt.savefig("correlation_plot.png", dpi=300) +plt.show() From 8e0d666b7673f588691b584a890b4378b9af8bcb Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Mon, 22 Sep 2025 18:10:58 +0200 Subject: [PATCH 06/10] Update solution_<14186152>.md changed the python function --- solution_<14186152>.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/solution_<14186152>.md b/solution_<14186152>.md index 8f15c42..ecd1a09 100644 --- a/solution_<14186152>.md +++ b/solution_<14186152>.md @@ -13,10 +13,8 @@ plt.plot(df["X"], df["Y"], "o-") plt.xlabel("X variable") plt.ylabel("Y variable") plt.title("Correlation Plot") -plt.savefig("correlation_plot.png", dpi=300) + plt.show() ``` -## Resulting plot -!(correlation_plot.png) From 025573764e0b68eb14e1ad3272d8e0a865f5665e Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Thu, 25 Sep 2025 16:39:43 +0200 Subject: [PATCH 07/10] Add files via upload correlation plot between beer consumption and the amount of scientific publications --- scatter_correlation.png | Bin 0 -> 119083 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create 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tWU&9wUP_WuMoDecsrRMY)&sZMVQ?=yLN=Qc;1+$~3b`)`ZQ;2i(} literal 0 HcmV?d00001 From 6a96047dc660ef908496281d0e59c80010534692 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Thu, 25 Sep 2025 16:40:18 +0200 Subject: [PATCH 08/10] Delete create_correlation_plot.py file deleted since not necessary --- create_correlation_plot.py | 12 ------------ 1 file changed, 12 deletions(-) delete mode 100644 create_correlation_plot.py diff --git a/create_correlation_plot.py b/create_correlation_plot.py deleted file mode 100644 index 0e28dfa..0000000 --- a/create_correlation_plot.py +++ /dev/null @@ -1,12 +0,0 @@ -import pandas as pd -import matplotlib.pyplot as plt - -df = pd.read_csv("istherecorrelation.csv") - -plt.figure(dpi=300) -plt.plot(df["X"], df["Y"], "o-") -plt.xlabel("X variable") -plt.ylabel("Y variable") -plt.title("Correlation Plot") -plt.savefig("correlation_plot.png", dpi=300) -plt.show() From ea0578a06ddb51c94163d0a0e7c648b9ee439770 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Thu, 25 Sep 2025 16:41:15 +0200 Subject: [PATCH 09/10] Update solution_<14186152>.md plot added to file --- solution_<14186152>.md | 15 ++------------- 1 file changed, 2 insertions(+), 13 deletions(-) diff --git a/solution_<14186152>.md b/solution_<14186152>.md index ecd1a09..bbfe0d5 100644 --- a/solution_<14186152>.md +++ b/solution_<14186152>.md @@ -2,19 +2,8 @@ - MCC Van Dyke et al., 2019 - JT Harvey, Applied Ergonomics, 2002 - DW Ziegler et al., 2005 -``` python -import pandas as pd -import matplotlib.pyplot as plt -df = pd.read_csv("istherecorrelation.csv") - -plt.figure(dpi=300) -plt.plot(df["X"], df["Y"], "o-") -plt.xlabel("X variable") -plt.ylabel("Y variable") -plt.title("Correlation Plot") - -plt.show() -``` +## Data Visualization +![My Plot](scatter_correlation.png) From 62611d589b8f03054d2e2a96949e0edefa6bd5f0 Mon Sep 17 00:00:00 2001 From: Jensen-25 <122274221+Jensen-25@users.noreply.github.com> Date: Thu, 25 Sep 2025 16:43:09 +0200 Subject: [PATCH 10/10] Update solution_<14186152>.md interpretation of plot added --- solution_<14186152>.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/solution_<14186152>.md b/solution_<14186152>.md index bbfe0d5..67bc855 100644 --- a/solution_<14186152>.md +++ b/solution_<14186152>.md @@ -1,4 +1,6 @@ 14186152 + +## Paper titles - MCC Van Dyke et al., 2019 - JT Harvey, Applied Ergonomics, 2002 - DW Ziegler et al., 2005 @@ -6,4 +8,5 @@ ## Data Visualization ![My Plot](scatter_correlation.png) - +## Interpretation of the plot +The plot displays the relation between the amount of scientific papers published per year and the annual beer consumption. As amount of pubblished papers per year and the annual beer consumption are almost exclusively increasing, there is a small evidence that there may be a correlation between these two variables.