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19^th^ | 19th | ||
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{%youtube youtube_id %} | Externals | ||
$L^aT_eX$ | LaTeX | ||
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Data Carpentry "Python Ecology" @ LSE im Feb. 2020
Dieses Pad dient dem schnellen Austausch von Code-Schnipseln, Links und Notizen
# Kommentaren
erklärenARCHIV: "R & Git"-Carpentry im Okt. 2019
Siehe TIBHannover.GitHub.io/2019-10-08-LSE-Hannover
Datenorganisation …
Do's:
…analyse
Pandas Tutorial: http://zetcode.com/python/pandas/
Missing Values
Double-Check for missing values (after erasing them…): dataframe.isnull().values.any()
Datenvisualisierung …
ggplot
Hilfe: https://ggplot2.tidyverse.org/reference/Zeitreihen
facet_wrap
=> 1 Variablefacet_grid
=> 2 Variablen (Tabelle)plot
fürdata.frame
GGally::ggpairs
scale_*
geändertRegression
regression = linear_model.LinearRegression()
regression.fit(x, y)
regression.predict(x)
Alternatively:
regression = linear_model.LinearRegression().fit(X,Y)
regression.predict(X)
(important attributes: coef_, intercept_)
Git
Fragen?