diff --git a/ex9_sli_report.docx b/ex9_sli_report.docx new file mode 100644 index 0000000..1629cf5 Binary files /dev/null and b/ex9_sli_report.docx differ diff --git a/ex9_sli_script.py b/ex9_sli_script.py new file mode 100644 index 0000000..f3bedde --- /dev/null +++ b/ex9_sli_script.py @@ -0,0 +1,23 @@ +import numpy as np +import pandas as pd +from plotnine import * + +# Task 1 + +df = pd.read_table("treedata.txt") + +# remove blank cells +df.replace('', np.nan, inplace=True) +df.dropna(inplace=True) + +# plot data +ggplot(df, aes(x='DBH',y='Height'))+geom_point()+theme_classic()+ xlim(0,40)+\ +stat_smooth(method="lm",color='red') + + +# Task 2 + +data = pd.read_table("data.txt",sep=",") + +ggplot(data)+theme_classic()+geom_bar(aes(x="factor(region)",y="observations"),stat="summary",fun_y=np.mean) +ggplot(data,aes(x='region',y='observations'))+theme_classic()+geom_point()+geom_jitter() diff --git a/treedata.txt b/treedata.txt new file mode 100644 index 0000000..8449343 --- /dev/null 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