From ed2a3dbea99724cb2f56aced3a1b1e2995791e06 Mon Sep 17 00:00:00 2001 From: SofroniaN <119066113+SofroniaN@users.noreply.github.com> Date: Fri, 26 Sep 2025 11:14:21 +0200 Subject: [PATCH 1/6] Create solution_.md --- solution_.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 solution_.md diff --git a/solution_.md b/solution_.md new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/solution_.md @@ -0,0 +1 @@ + From d4482aa8466a31c05793ba3988c6fec91f5242d9 Mon Sep 17 00:00:00 2001 From: SofroniaN <119066113+SofroniaN@users.noreply.github.com> Date: Fri, 26 Sep 2025 11:15:48 +0200 Subject: [PATCH 2/6] Update solution_.md ID addition --- solution_.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solution_.md b/solution_.md index 8b137891..a9cc8daf 100644 --- a/solution_.md +++ b/solution_.md @@ -1 +1 @@ - +16336631 From 0ca5b9cd8475e456a93309ed832cf16a90216b6f Mon Sep 17 00:00:00 2001 From: SofroniaN <119066113+SofroniaN@users.noreply.github.com> Date: Fri, 26 Sep 2025 11:45:29 +0200 Subject: [PATCH 3/6] Update solution_.md Pivot article titles --- solution_.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/solution_.md b/solution_.md index a9cc8daf..a10c48b7 100644 --- a/solution_.md +++ b/solution_.md @@ -1 +1,8 @@ -16336631 +StudentID: 16336631 +The title of the following papers pivotal to our knowledge: + - MCC Van Dyke et al., 2019 + "The Rise of Coccidioides: Forces Against the Dust Devil Unleashed" + - JT Harvey, Applied Ergonomics, 2002 + "Effect of a nurse back injury prevention intervention on the rate of injury compensation claims" + - DW Ziegler et al., 2005 + "Correlation of continuous cardiac output measured by a pulmonary artery catheter versus impedance cardiography in ventilated patients" From 1484c08787914625717749f30187f336fe882b89 Mon Sep 17 00:00:00 2001 From: SofroniaN Date: Fri, 26 Sep 2025 12:01:27 +0200 Subject: [PATCH 4/6] Plot code --- correlation_plot.png | Bin 0 -> 264490 bytes data_visualization.py | 47 ++++++++++++++++++++++++++++++++++++++++++ solution_.md | 3 +++ 3 files changed, 50 insertions(+) create mode 100644 correlation_plot.png create mode 100644 data_visualization.py diff --git a/correlation_plot.png b/correlation_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..b4b0d9cef560fd3aefcac114422da0b1676491f8 GIT binary patch literal 264490 zcmeFZXH=72^e>2DR8T}gL^_HfMM1h!MVd5e2@xTn(tGcQsv=4g>AjZ#iS!O43WD?& zdO(ywLJ=WE`kcJ?&fN8%@AGX~OMxu&_>^<@{r{=Z+0WBmUQ`G4-o z|9>z4&%L0c`u}hd8Q6~$MD`>KW1nLNl}_ZR(%*!6u2) z;`w|_jKGnncJA)qF_xU_JQiYo5mMUH#Vl5U&4 zFhumHNquakrJ^p1pn@a36I1U#57T6BKi)6%-)tqzC)=9}!_gd*wn*}v@A5}IMR$?S zsp?|-OXuIUCAV4F1ialHQel9wg%m|ZDINX^&$M17V%nwOU%gWWt0wV?N+|frAOBm@ zB@xE^O>8r*)1(}29I$B4$vUb>7ZujV{j*cKq>D#ybFj;})QBpHhuQ2H{$z;j1@B>) zX&+3J`f+%;J!tdo9kb17k#1ISS*2R3VWCc~!?;ex(^{RSu4w1aXHUJL3h}CTTYR|v z<-F)2UI7AE-23%0wEUzV7bGEJJ0Q8e++U3)1qf2jjFYo`rtO!bBnIw+qFiS``6*X3 zX}kpc=?KW|;GM_#`PyNAx1~<}5@$ip|T-V+a8Q0%_ za(s~8Zt&SDnoX*&5ufEK>$UQXFji_A?@XMi@R3%9j1$`4$1p+m2|?-cTnX~}$;n=#ca}Kxb1z^HboS?OWxuRaIJ;w*rzsvIeBbX+PO7Xo zDpk@xeveRw=^H83Uf=Q&fLJ@W%+}Z&jkX~J1qhPzo<~FjsGqsM% zHJ0WF9=mH(yM=Xd+B$QxtdzDz_!;`OGH>Fe?c?=&oXc`ws!F^l zSRB&H!oQ>#L34UwDDdY|=sA931)59;pZFydW=F-X^wOGO-u+V8Nh*C7&h3C}oL3ZXo3{9EJ>Mjrs(>#9-iB7Ve2=?s zGge}d6lr!{~?ZK`zXJWORQO3tz?sDC$yRH~cB5TN+2iRk2V85nya|h3! zvALD^=f^@vc)!G;yyXPOf_uCj78cYVbhOsMKYV2j9Vkk-6K!*1a}U(1J_w81Gm)m1 z8wXl2q2Bz{k%Ni{eJ>Bz>mwjsP&Kx5@isO;IA+m=b+#XB+KB^+R7D4jC>u1DiBiY9c<}K{&m$6c zM%4qN-aVr&+G=(FtU!a(^nxR7b)p?xN8pGlhMd2e(&SA{JJ@IzB`o+DNVzcc>Awgn z55*1}x>LjAT<2RF{ZEd_mUJ#GNDDqup~bu7b~BROq47xA>!Za8?z+g)pxv!Dzo}$+Wx&@SLOWG+7ZcgYZ@6a?~k8C z?ZQyd%AR}Rp_VHYEw#G7*jxAF%rg;$>U0iDZOPzXTH4~rT$#Q`b!m;YuGh_6474DN z896I~C&MFqx`75fpa&O=gw$!yTyPVC*FJ@~qF#IwI=lMZX&G!Y`AhZdo-kc3^gCTI z-4{?x`~Lp^0X7Q!_tKNs=ab0n3+S_d0{ki#v=yQ*#&i7=Jf}8ZCaHTby?-JH*Y|i%K9OU%FJ+PXaN;3q^Vm){Zcx$<3{^Q5VbPZX|0Y*I`JQeH$HPJ2ZCjO zF>n)9)tc%;HSLaM*Y=}2-5U&Pj8-uF9*=dwo7gK!{ga@1G+kkl?Yvs??*DU6DNkps+DCZKZI?OYP&q{eV{ruKzu}*&u zW0j7tC6kDXMM1abRCcsAFVM3~?_~ap&vnJM6(O2^c7wrQb*OWmu`!%_$1Lo`_|67% zo)F}up3@u?3NS-AxhbKhEcMpKTK6UOz&6TVJpdO%Y5g9bHroycZa=MA`9y{-I`yT9 zN&D$BsF6bS8N{y)CGQokCNOa>pq~+QxIU>dwxCy&!vj`0Hnz=hGK|RmoyyUt-OYbd zLc*(lL*b98PHcaD|1gls8kYq<+5{b{{uK8Ec_uq(_@GWms?5W8NO^;9=Ot+zPBUj59mqV(c9WUP4%Flv&C^Z6`R)Po z@g&L4QF@u#XD;nWJ~s8|zk_>klP2xVX7`+Sxb-ni9UvK%9CBwu3ga)?Y8vJpfp@q~@H@x8BI}m-e;fw z-k*k`;mR>(3*9Pns6lVaI8R#vc<3VBW{VDaDS)&%Lg*`3vsk>WoT_)t_T(<}Xc4k? zbjnAT1zu}E{QI812CI+zm;|C$l(Bv&Qk&5;~)L<3kweI*9@YYjTEuQ0QR zkeljJ*PeI3u+8!>>PZ&O?%8;E^^Su`<1fbalH62o?^)tMtXN_1)P9AeaDk1%(B^7h zaQ;D@GDP1I={!>>l`iAzbF2#hO24UVtF^5cG^DnxPwOdmFF(*$(Lfl>?p91pw#s!QV3Tew~N=M2t^6@!F6Moz}ADM+$QRev^desnQO5 zW6=mX5gh%4fw4kumccq3&}IR%D2N25XL9=*`+X0qKH_cT@)X;Xe{0o)Zzj+P_N{

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pd.read_csv("istherecorrelation.csv", delimiter=';') + +# Inspect the data +print(df.head()) +print(df.info()) + +import matplotlib.pyplot as plt +import numpy as np + +# Data Cleaning +# Clean the 'WO [x1000]' column: replace comma with period and convert to float +df['WO_x1000'] = df['WO [x1000]'].str.replace(',', '.').astype(float) +df.rename(columns={'NL Beer consumption [x1000 hectoliter]': 'NL_Beer_Consumption_x1000_hl'}, inplace=True) + +# Calculate Pearson correlation coefficient +correlation = df['WO_x1000'].corr(df['NL_Beer_Consumption_x1000_hl']) + +# Create the dual-axis plot +fig, ax1 = plt.subplots(figsize=(10, 6), dpi=300) + +# Plot WO [x1000] on the primary axis (ax1) +color = 'tab:red' +ax1.set_xlabel('Year') +ax1.set_ylabel('WO [x1000]', color=color) +ax1.plot(df['Year'], df['WO_x1000'], color=color, label='WO [x1000]', marker='o') +ax1.tick_params(axis='y', labelcolor=color) +ax1.tick_params(axis='x', rotation=45) +ax1.grid(True, linestyle='--', alpha=0.6) + +# Create a secondary axis for NL Beer consumption (ax2) +ax2 = ax1.twinx() +color = 'tab:blue' +ax2.set_ylabel('NL Beer consumption [x1000 hl]', color=color) +ax2.plot(df['Year'], df['NL_Beer_Consumption_x1000_hl'], color=color, label='NL Beer consumption [x1000 hl]', marker='x') +ax2.tick_params(axis='y', labelcolor=color) + +# Title and legend (combining legends from both axes) +fig.suptitle(f'Trends of WO and NL Beer Consumption (2006-2018)\nPearson Correlation: {correlation:.3f}', fontsize=16) + +# Save the plot +plt.tight_layout() +plt.savefig('correlation_plot.png') + +print(f"Pearson Correlation Coefficient: {correlation:.4f}") \ No newline at end of file diff --git a/solution_.md b/solution_.md index a10c48b7..a25c2547 100644 --- a/solution_.md +++ b/solution_.md @@ -6,3 +6,6 @@ The title of the following papers pivotal to our knowledge: "Effect of a nurse back injury prevention intervention on the rate of injury compensation claims" - DW Ziegler et al., 2005 "Correlation of continuous cardiac output measured by a pulmonary artery catheter versus impedance cardiography in ventilated patients" + +Plot +![Alt text for the image](correlation_plot.png) \ No newline at end of file From 3354c843bd6e3302e7ac44644cea99fab90f8946 Mon Sep 17 00:00:00 2001 From: SofroniaN <119066113+SofroniaN@users.noreply.github.com> Date: Fri, 26 Sep 2025 12:06:51 +0200 Subject: [PATCH 5/6] Update solution_.md Key takeaways --- solution_.md | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/solution_.md b/solution_.md index a25c2547..ed0130b0 100644 --- a/solution_.md +++ b/solution_.md @@ -7,5 +7,13 @@ The title of the following papers pivotal to our knowledge: - DW Ziegler et al., 2005 "Correlation of continuous cardiac output measured by a pulmonary artery catheter versus impedance cardiography in ventilated patients" -Plot -![Alt text for the image](correlation_plot.png) \ No newline at end of file +Plot: + +![Alt text for the image](correlation_plot.png) + +Description of plot: +* **Plot Type:** A **dual-axis line plot** was used to show the trends of the two variables over the years 2006–2018. +* **WO Trend:** The **WO [x1000]** variable (red line) shows a **strong, consistent, and nearly linear increase** throughout the period. +* **Beer Consumption Trend:** **NL Beer consumption** (blue line) also shows an **overall increase**, but the growth is much **slower** and less linear than the WO trend. +* **Correlation:** The data exhibits a **strong positive correlation**, quantified by the Pearson coefficient: **$\rho \approx 0.818$**. +* **Key Takeaway:** The strong correlation means the two quantities tend to rise together. However, it is crucial to remember that this **does not prove causation** From cc591dfd0f79093872453b93c0458395e2645955 Mon Sep 17 00:00:00 2001 From: SofroniaN Date: Fri, 26 Sep 2025 12:07:55 +0200 Subject: [PATCH 6/6] Delete data_visualization.py --- data_visualization.py | 47 ------------------------------------------- 1 file changed, 47 deletions(-) delete mode 100644 data_visualization.py diff --git a/data_visualization.py b/data_visualization.py deleted file mode 100644 index fd57e675..00000000 --- a/data_visualization.py +++ /dev/null @@ -1,47 +0,0 @@ -import pandas as pd - -# Load the dataset with semicolon delimiter -df = pd.read_csv("istherecorrelation.csv", delimiter=';') - -# Inspect the data -print(df.head()) -print(df.info()) - -import matplotlib.pyplot as plt -import numpy as np - -# Data Cleaning -# Clean the 'WO [x1000]' column: replace comma with period and convert to float -df['WO_x1000'] = df['WO [x1000]'].str.replace(',', '.').astype(float) -df.rename(columns={'NL Beer consumption [x1000 hectoliter]': 'NL_Beer_Consumption_x1000_hl'}, inplace=True) - -# Calculate Pearson correlation coefficient -correlation = df['WO_x1000'].corr(df['NL_Beer_Consumption_x1000_hl']) - -# Create the dual-axis plot -fig, ax1 = plt.subplots(figsize=(10, 6), dpi=300) - -# Plot WO [x1000] on the primary axis (ax1) -color = 'tab:red' -ax1.set_xlabel('Year') -ax1.set_ylabel('WO [x1000]', color=color) -ax1.plot(df['Year'], df['WO_x1000'], color=color, label='WO [x1000]', marker='o') -ax1.tick_params(axis='y', labelcolor=color) -ax1.tick_params(axis='x', rotation=45) -ax1.grid(True, linestyle='--', alpha=0.6) - -# Create a secondary axis for NL Beer consumption (ax2) -ax2 = ax1.twinx() -color = 'tab:blue' -ax2.set_ylabel('NL Beer consumption [x1000 hl]', color=color) -ax2.plot(df['Year'], df['NL_Beer_Consumption_x1000_hl'], color=color, label='NL Beer consumption [x1000 hl]', marker='x') -ax2.tick_params(axis='y', labelcolor=color) - -# Title and legend (combining legends from both axes) -fig.suptitle(f'Trends of WO and NL Beer Consumption (2006-2018)\nPearson Correlation: {correlation:.3f}', fontsize=16) - -# Save the plot -plt.tight_layout() -plt.savefig('correlation_plot.png') - -print(f"Pearson Correlation Coefficient: {correlation:.4f}") \ No newline at end of file