From 13cf7fdaa04b15ac39066fc6d32aa436f716501e Mon Sep 17 00:00:00 2001 From: Johannes Paehr Date: Thu, 6 Nov 2025 23:17:37 +0100 Subject: [PATCH] update --- better-bibtex.sqlite | Bin 589824 -> 589824 bytes storage/DMHAM693/.zotero-ft-cache | 1633 ++++++++++++++++++++++++ storage/DMHAM693/.zotero-ft-info | 11 + styles/harvard-cite-them-right.csl | 6 +- styles/modern-language-association.csl | 167 ++- translators/EUR-Lex.js | 65 +- translators/FAOLEX Database.js | 811 ++++++++++++ zotero.sqlite | Bin 25149440 -> 25399296 bytes zotero.sqlite.1.bak | Bin 25145344 -> 25399296 bytes zotero.sqlite.bak | Bin 25149440 -> 25399296 bytes 10 files changed, 2566 insertions(+), 127 deletions(-) create mode 100644 storage/DMHAM693/.zotero-ft-cache create mode 100644 storage/DMHAM693/.zotero-ft-info create mode 100644 translators/FAOLEX Database.js diff --git a/better-bibtex.sqlite b/better-bibtex.sqlite index e31f7399f5803688c16b74a174d2d5fd72845e46..bf750a0a3afd06fa2aa7a3c2bc0b0c6729b9bcbc 100644 GIT binary patch delta 280 zcmZo@P-$pTnIO%$ZK8}b|xtqF`v>X}tM6t=TBFuF4_c_?gLc)?Xzw^@vhNtV-{ zgGtRd+}qR5-6e8*ZUl=AW77736O3ETnN`Xiwz4w;HIzGST=+e5{)?8p@Q<$OL4RH8O3>;pb!Flx2b$2vlhMj_J4{vr2y2R(58fy8N{5 zWsJ=4a`||fQIwVBGfxm8(!3*rZ0VO6Rl;6vWoLQH$Q1T!`x{1Y0^20=Ba^FuF5sT*&0MJ>Uf67IS9ha*wU- zOdz4}ksCKKOHX$wXJXy%Th6qdgIPJx7O0*npK*IdBh$8=i5mpB+rDEuF37B$U$T{* z86?ig{4RIm27&D*`OFgpaA-Ip$d-PIQ8}D titanic > original ab. Einige der Unterverzeichnisse benötigen wir erst in späteren Kapiteln. Der Vollständigkeit halber sind sie schon aufgeführt. Unter dem Verzeichnis DST1 bekommt jedes Buchkapitel ein eigenes Unterverzeichnis. Nachdem dieses Gerüst steht, fangen wir an, uns mit den Entwicklungsumgebungen vertraut zu machen und KNIME Workflows bzw. Jupyter Notebooks zu erstellen. Wir benutzen zwar schon die Trainingsdaten, sehen uns diese aber erst in Kap. 2 im Detail an. +Aktivität 1.2 In dieser zweiten Aktivität erstellen wir drei Programme, die bereits wichtige Bausteine (also Programmteile) benutzen. Wir begegnen diesen Bausteinen im Laufe dieses Trainings immer wieder. Es ist an dieser Stelle noch nicht notwendig, jeden Baustein in allen seinen Einzelheiten genau zu verstehen. Es geht vielmehr darum, die Bedienung und den Umgang mit den Werkzeugen zu erlernen. Im Folgenden beschreiben wir, was die drei Programme leisten sollen. +Programme +P1.1 Erste Schritte (011) P1.2 Bausteine zur Datenverarbeitung (012) P1.3 Erste Analysen und Visualisierungen (013) + +Jedes Programm, das wir im Rahmen dieses Data Science Trainings erstellen, bekommt eine eindeutige dreistellige Nummer. Die beiden ersten Ziffern geben die Nummer des Kapitels bzw. der Lerneinheit an. Die dritte Ziffer zählen wir beginnend ab eins hoch. In den runden Klammern nach den Programmnamen sind die drei ersten Nummern angegeben. Das erste Programm lautet bspw. Titanic_011_Erste_Schritte, wobei wir als Präfix den Namen der Fallstudie benutzen. Zukünftig verzichten wir auf diese redundante Angabe, weil wir die Namen der Programme nach dieser Syntax-Regel bilden können. + +22 + +1 Fach- und Geschäftsverständnis + +Programm 1.1 (Workflow 1 bzw. Jupyter Notebook 1) Trainingsdaten lesen, Daten filtern (Zeilen: nur weibliche Passagiere, Spalten: nur Zahlenwerte), Ergebnis (als Excel-Datei) speichern. +Programm 1.2 (Workflow 2 bzw. Jupyter Notebook 2) Trainingsdaten lesen, Daten in zwei Mengen aufteilen (weibliche vs. männliche Passagiere). Für weibliche Passagiere: Daten filtern (Passagiere, die in Cherbourg an Bord gegangen sind oder zwischen 20 und 30 Jahre alt sind), Daten aufsteigend nach dem Alter sortieren. Für männliche Passagiere: Neue Spalte SibSpParch1 durch Berechnung erzeugen (SibSp + Parch + 1), diese neue Spalte in FamilySize umbenennen, diese neue Spalte hinter Parch in die Tabelle einsortieren. +Programm 1.3 (Workflow 3 bzw. Jupyter Notebook 3) Trainingsdaten lesen, statistische Werte zu den Spalten berechnen, Tortendiagramm zur Spalte Survived erzeugen, Verteilung zur Spalte Survived berechnen, Korrelationsanalyse durchführen (d. h. lineare Korrelationskoeffizienten bzw. Korrelationsmatrix berechnen). +Regeln Beim Erstellen dieser Bausteine (Knoten, Funktionen, Variablen) halten wir uns an einige Regeln. +1. Kommentierungen erstellen wir in Deutsch. 2. Ansonsten benutzen wir englische Bezeichnungen für die Bausteine. Für die Fami- +liengröße schreiben wir bspw. family size. 3. Dabei benutzen wir entweder die CamelCase-Schreibweise (FamilySize) oder +die snake_case-Schreibweise (family_size). 4. Wenn wir mit Dateien arbeiten, dann benutzen wir relative Pfade bzw. Mountpoints +innerhalb unseres Arbeitsbereichs. +Tipps Um diese Programme zu erstellen, benötigen wir Wissen über die verwendeten Programmbausteine. In KNIME Analytics sind dies die Knoten (engl. Nodes). In Anaconda/Python sind dies Pakete, deren Module, Klassen, Funktionen und ggf. auch Variablen. Als Tipps nennen wir die Bausteine zu den jeweiligen Programmen. + +KNIME-Tipps (Knoten) + +P1.1 CSV Reader, Row Filter, Column Filter, Excel Writer P1.1 CSV Reader, Row Splitter, Rule-based Row Filter, Sorter, +Math Formula, Column Renamer, Column Resorter + +1.4 Praktischer Teil + +23 + +P1.1 CSV Reader, Statistics, Pie Chart (legacy), Linear Correlation, Value Counter +In KNIME Analytics suchen wir im Node Repository nach den Namen dieser Knoten. Wenn wir dort einen Knoten markieren, dann bekommen wir in der Description View die Beschreibung zu diesem ausgewählten Knoten angezeigt. Ein anderer Weg führt über die Webseite des KNIME Community Hub. Auch dort gibt es eine Suchfunktion, die wir benutzen können, um mehr über die Knoten zu erfahren: https://hub.knime.com/. + +Anaconda-Tipps (Funktionen) + +P1.1 pd.read_csv(), df[], df.filter(), df.to_excel() P1.2 pd.read_csv(), df[], df.query(), +df.sort_values(by=[]), df.rename(columns={}) P1.3 pd.read_csv(), df.describe(), df.isnull().sum(), +df[].value_counts(), .plot(kind=’pie’), df.corr(method=’pearson’) +Legende: pd steht für das Pandas-Paket. df steht für ein konkretes Data Frame, also für eine Tabelle mit Daten. Platzhalter für Ausdrücke, Variablen und Spaltennamen o. ä. sind in spitzen Klammern <> angegeben. Hinweis: display(df) zeigt den Inhalt des Data Frames an. +Auf den Seiten der jeweiligen Python-Pakete finden wir Beschreibungen und Beispiele zum Einsatz dieser Funktionen. Da wir mit Data Frames arbeiten und diese zum Paket Pandas gehören, liefert die zugehörige Webseite nützliche Informationen: https://pandas.pydata. org/docs/reference/frame.html + +Lösungsvorschläge +Erklärvideos und KNIME Workflows bzw. Jupyter Notebooks zu diesem Kapitel sind unter dem folgenden Link zu finden: https://data-science.training/kapitel-1/. +Um den Einstieg zu erleichtern, sehen wir uns nun die drei Programme genauer an. Das ist eine Ausnahme, denn normalerweise erklären wir die Lösungsvorschläge nicht. Neben den kommentierten Programmen stehen hierfür nämlich die Erklärvideos zur Verfügung. Wir starten mit den KNIME Workflows. In diesen grafischen Darstellungen erkennen wir bereits, was mit den Daten passiert und wie diese von der Eingabe zu der Ausgabe fließen und dabei verarbeitet werden. Die Programmierung der Jupyter Notebooks orientiert sich an diesen KNIME Workflows. + +24 + +1 Fach- und Geschäftsverständnis + +Umsetzung mit KNIME +Programm 1 Unser erster Workflow basiert auf dem EVA-Prinzip. + +1. Daten lesen (Eingabe): Orange 2. Daten filtern (Verarbeitung): Gelb 3. Daten schreiben (Ausgabe): Rot + +Knoten haben eine aussagekräftige Farbe. Orange Knoten dienen der Eingabe (engl. Input) und rote Knoten der Ausgabe (engl. Output). Solche Operationen fassen wir als Input/Output oder kurz I/O zusammen. Gelbe Knoten verarbeiten die Daten. Das sind häufig Operationen, die sich auf die Spalten (engl. Columns) oder Zeilen (engl. Rows) beziehen. Abb. 1.3 zeigt den ersten KNIME Workflow und Tab. 1.3 enthält die Konfigurationseinstellungen der zugehörigen Knoten. Knoten können links Eingänge (engl. Input Ports) und rechts Ausgänge (engl. Output Ports) haben. Wenn wir Daten über diese Ein- und Ausgänge transportieren, dann ist der Port ein kleines schwarzes Dreieck. Durch das Verbinden der Knoten entstehen dann schwarze Pfeile, die den Datenfluss in unserem Workflow anzeigen. Unter den Knoten ist eine Ampel dargestellt. Eine rote Ampel bedeutet, dass der Knoten noch nicht konfiguriert ist. Durch das Konfigurieren wechselt die Ampel auf gelb. Nach dem erfolgreichen Ausführen des Knotens springt die Ampel dann auf grün. +Wenn wir Dateien lesen oder speichern, dann benutzen wir sog. Mountpoints. Diese bieten den Vorteil, dass wir relative Pfadangaben verwenden. Diese funktionieren sogar unabhängig vom Betriebssystem relativ zu unserem Workspace. Dadurch lassen sich die erstellten Workflows leicht untereinander austauschen, also exportieren und importieren. Unterhalb der Ampel besteht noch die Möglichkeit, die Knoten aussagekräftig zu beschriften, z. B. durch Angabe der Konfigurationseinstellungen (s. Abb. 1.3: In(clude), Ex(clude)). +Programm 2 Der zweite Workflow enthält einige neue gelbe Knoten (s. Abb. 1.4). Statt eines Row Filters benutzen wir nun den Row Splitter. Die Konfiguration ist zwar identisch, aber wir erzeugen nun zwei Datenmengen: Die erste Tabelle enthält alle weiblichen und die zweite alle männlichen Passagiere. In der oberen Reihe benutzen wir Knoten, die Einfluss + +Trainingsdaten +Abb. 1.3 KNIME Workflow Titanic_011_Erste_Schritte + +1.4 Praktischer Teil + +25 + +Tab. 1.3 Konfiguration zum KNIME Workflow Titanic_011_Erste_Schritte + +Nr Knoten + +Zweck + +Konfiguration + +1 + +CSV Reader + +– + +– + +– + +– + +Trainingsdaten lesen – – + +Read from: Mountpoint LOCAL File: /data/titanic/original/train.csv [x] Has column headers + +2 + +Row Filter + +Zeilen filtern + +Include rows by attribute value + +– + +– + +– + +Column to test: Sex + +– + +– + +– + +use pattern matching: female + +3 + +Column Filter + +– + +– + +Spalten filtern – + +Include: Zahlen (I, D) Exclude: Strings (S) + +4 + +Excel Writer + +– + +– + +– + +– + +Daten speichern – – + +Excel format: XLSX Write to: Mountpoint LOCAL File: /data/titanic/temp/output_1.xlsx + +– + +– + +– + +[x] Write column headers + +Trainingsdaten +Abb. 1.4 KNIME Workflow Titanic_012_Gelbe_Knoten +auf die Zeilen der Tabelle nehmen, also auf die Datensätze. In der zweiten Reihe verwenden wir Knoten, welche die Spalten der Tabelle modifizieren, also die Attribute. In Tab. 1.4 sind die Konfigurationen dieser neuen Knoten dargestellt. Der Ausdruck im Rule-based Row Filter sieht ungewöhnlich aus: $Embarked$ = "C" OR ($Age$ >= 20 AND $Age$ <= 30) => TRUE Der Aufbau dieser Regel ist ähnlich zur Syntax der Programmiersprache Structured Query Language (SQL), die wir in relationalen Datenbanken einsetzen. In SQL lautet dieser Befehl: + +26 + +1 Fach- und Geschäftsverständnis + +Tab. 1.4 Konfiguration KNIME Workflow Titanic_012_Gelbe_Knoten + +Nr Knoten + +Zweck + +Konfiguration + +5 + +Row Splitter + +– + +– + +– + +– + +Daten aufteilen – – + +Include rows by attribute value Column to test: Sex +use pattern matching: female + +6 + +Rule-based + +Zeilen filtern + +Expression: + +– + +Row Filter + +– + +– + +– + +– + +$Embarked$ = ”C” OR +($Age$ >= 20 AND $Age$ <= 30) => TRUE + +7 + +Sorter + +Zeilen sortieren + +Sort by: Age + +– + +– + +– + +Ascending + +8 + +Math Formula + +Mathematischer + +Expression: $SibSp$ + $Parch$ + 1 + +– + +– + +– + +– + +Ausdruck – + +Append column: SibSpParch1 [x] Convert to Int + +9 + +Column Renamer + +Spalte(n) umbenennen SibSpParch1 + +– + +– + +– + +Change: FamilySize [IntValue] + +10 Column Resorter Spalte(n) umsortieren Actions + +SELECT * FROM data WHERE Embarked = ’C’ OR (Age >= 20 AND Age <= 30) +In diesem KNIME-Knoten kennzeichnen wir die Spaltennamen (bzw. Variablennamen) mit dem Dollarzeichen ($). Die Zeichenkombination => und TRUE bedeutet, dass als Ergebnis TRUE (bzw. der Wert 1) herauskommt, wenn der Ausdruck links davor erfüllt ist, also wahr ist. Der linke Ausdruck ist noch einmal in zwei Bedingungen unterteilt, die über ein OR (also ODER) miteinander verknüpft sind. Es muss mind. eine dieser beiden Bedingungen erfüllt sein, damit der Ausdruck insgesamt wahr ist. Es dürfen auch beide Bedingungen erfüllt sein. Nur wenn keine der Bedingungen erfüllt ist, dann liefert diese Regel FALSE (bzw. den Wert 0) zurück. Die erste Bedingung Embarked = "C" ist genau dann wahr, wenn in der Spalte Embarked der Wert C steht. Wir benutzen zum Vergleichen das Gleichheitszeichen als Operator und Anführungszeichen, weil der Wert C ein Text und keine Zahl ist. In Kap. 2 erfahren wir mehr über Datentypen. Die zweite Bedingung in den runden Klammern ist selbst noch einmal unterteilt und mittels AND (also UND) sind beide Ausdrücke miteinander verknüpft. Damit der Ausdruck innerhalb der Klammer wahr ist, müssen folglich beide Ausdrücke wahr sein. Die Werte (bzw. Zahlen) in der Spalte Age müssen also größer gleich 20 sein und gleichzeitig kleiner gleich 30. Das Alter muss also im Bereich von 20 bis 30 Jahren liegen. Insgesamt filtern wir also alle Passagiere, die in Cherbourg an Bord der Titanic gingen oder zu dem Zeitpunkt zwischen 20 und 30 Jahre alt waren. Einen tieferen Sinn hat diese Datenabfrage nicht. Es ist eine Fingerübung, um den Umgang mit logischen Ausdrücken zu lernen. + +1.4 Praktischer Teil + +27 + +Programm 3 Der dritte Workflow benutzt blaue und braune Knoten. Mit blauen Knoten können wir die Daten visualisieren, d. h. Diagramme erstellen. Braune Knoten bieten spezielle Berechnungen und Analysen. In Abb. 1.5 ist der dritte Workflow dargestellt und Tab. 1.5 zeigt die Konfiguration der verwendeten Knoten. Die Ergebnisse zu diesen Knoten bekommen wir, indem wir uns mit dem Kontextmenü (rechte Maustaste) die jeweiligen Views oder Tables anzeigen lassen. Auf eine ausführliche Erklärung dieser Knoten verzichten wir an dieser Stelle. Bereits in Kap. 2 begegnen uns diese Knoten wieder. + +Abb. 1.5 KNIME Workflow Titanic_013_Blaue_und_ braune_Knoten + +Tab. 1.5 Konfiguration KNIME Workflow Titanic_013_Blaue_und_braune_Knoten + +Nr Knoten + +Zweck + +Konfiguration + +11 Statistics + +Statistische Werte + +Default + +12 Pie Chart (legacy) Tortendiagramm + +Pie column: Survived + +13 Linear Correlation Lineare Korrelationen Default + +14 Value Counter – + +Werte zählen – + +Column with values to count: +Survived + +28 Umsetzung mit Anaconda Programm 1 Titanic_011_Erste_Schritte + +1 Fach- und Geschäftsverständnis + +import pandas as pd # Pandas importieren # # Trainingsdaten als Data Frame (df) aus CSV-Datei laden df = pd.read_csv(’../../data/titanic/original/train.csv’) # print(df) # Daten ausgeben (die ersten und letzen 5 Zeilen) print(df.columns) # Attributnamen (Spaltennamen) ausgeben print(df.dtypes) # Datentypen zu den Attributen ausgeben print(df.shape) # Dimensionen (Zeilen, Spalten) anzeigen df.info() # Allgemeine Informationen zum Data Frame ausgeben # # Attributwerte auswählen, hier z.B. nur Frauen & Mädchen df = df[df[’Sex’] == ’female’] # # Attribute auswählen, hier z.B. nur Zahlenwerte columns = [’PassengerId’, ’Survived’, ’Pclass’, ’Age’, \ ’SibSp’, ’Parch’, ’Fare’] df = df.filter(columns) # # Gefilterte Daten anzeigen display(df) # # Daten als Excel-Datei speichern (ohne Index = 1. Spalte) df.to_excel(’../../data/titanic/temp/output_1.xlsx’, \ index=False) + +Erklärungen zum Programmcode Mit Hilfe des Zuweisungsoperators (=) speichern wir Änderungen direkt wieder in der Variable df. Wir überschreiben also den Inhalt von df, z. B. durch df = df[df[’Sex’] == ’female’]. Um nach den weiblichen Passagieren zu filtern, gehen wir schrittweise vor: +Schritt 1: df[’Sex’] Mit diesem Ausdruck extrahieren wir die Spalte Sex. Damit schneiden wir aus der Tabelle (2D) einen Vektor (1D: eine Spalte) heraus. Dieser Vektor hat die Länge 891 und enthält die Werte male und female. + +1.4 Praktischer Teil + +29 + +Schritt 2: df[’Sex’] == ’female’ Mit diesem Ausdruck erzeugen wir einen Vektor der Länge 891, der jetzt die Werte true und false enthält: true falls der Attributwert female ist, ansonsten false. Die zwei aufeinanderfolgenden Gleichheitszeichen sind der Vergleichsoperator: ==. +Schritt 3: df[df[’Sex’] == ’female’] Mit diesem Ausdruck erzeugen wir wieder ein Data Frame. Diese Tabelle enthält nur noch die Datenzeilen (Datensätze) mit den weiblichen Passagieren. +Schritt 4: df = df[df[’Sex’] == ’female’] Schließlich speichern wir die neue Tabelle als Ergebnis in der Variable df. Das Data Frame ist nun jedoch um einige Datensätze reduziert. Ursprünglich waren es 891 Zeilen, jetzt sind es 314 Zeilen. +Wir betrachten vier Alternativen, um nach Zahlenwerte zu filtern. +Alternative 1: Filtern aufgrund des Datentyps (INCLUDE) + +import numpy as np # NumPy importieren df1 = df.select_dtypes(include=[np.number]) + +Alternative 2: Filtern aufgrund des Datentyps (EXCLUDE) + +df2 = df.select_dtypes(exclude=’string’) + +Alternative 3: Filtern von Spalten aufgrund des Spaltennamens (INCLUDE) Hierzu benutzen wir eine Liste mit den Namen der Spalten, die wir behalten möchten. +columns = [’PassengerId’, ’Survived’, ’Pclass’, ’Age’, \ ’SibSp’, ’Parch’, ’Fare’] df3 = df.filter(columns) +Alternative 4: Löschen von Spalten aufgrund des Spaltennamens (EXCLUDE) Hierzu benutzen wir eine Liste mit den Spalten, die wir nicht behalten möchten. +columns = [’Name’, ’Sex’, ’Ticket’, ’Cabin’, ’Embarked’] df4 = df.drop(columns, axis=1) + +30 + +1 Fach- und Geschäftsverständnis + +Programm 2 Titanic_012_Weitere_Funktionen_zur_Datenverarbeitung + +import pandas as pd # Pandas importieren # # Trainingsdaten als Data Frame (df) aus CSV-Datei laden df = pd.read_csv(’../../data/titanic/original/train.csv’) # print(df.columns) # Attributnamen (Spaltennamen) ausgeben # # Attributwerte in zwei Data Frames aufteilen, # hier z.B. Frauen vs. Männer df1 = df[df[’Sex’] == ’female’] df2 = df[df[’Sex’] != ’female’] # entspricht == ’male’ # # Datensätze (Zeilen) mit query()-Funktion filtern df1 = df1.query(’Embarked == "C" or (Age >= 20 and Age <= 30)’) # # Zeilen sortieren, z.B. nach dem Alter aufsteigend df1 = df1.sort_values(by=[’Age’]) # default: ascending # # Tabelle anzeigen (als Test) display(df1) # # Eine neue Spalte durch eine Berechnung erzeugen ... sibspparch1 = df2[’SibSp’] + df2[’Parch’] + 1 # ... und zum Data Frame df2 hinzufügen df2.insert(loc=len(df.columns), column=’SibSpParch1’, \ value=sibspparch1) # # Spaltennamen umbenennen (mit einem {Dictionary}) df2 = df2.rename(columns={’SibSpParch1’: ’FamilySize’}) # # Spalten umsortieren new_columns = [’PassengerId’, ’Survived’, ’Pclass’, ’Name’, \ ’Sex’, ’Age’, ’SibSp’, ’Parch’, ’FamilySize’, ’Ticket’, \ ’Fare’, ’Embarked’] df2 = df2[new_columns] # # Tabelle anzeigen (als Test) display(df2) + +1.4 Praktischer Teil + +31 + +Mit der Funktion query() erstellen wir eine Abfrage und bauen damit einen Filter. Der Ausdruck ’Embarked == "C” or (Age >= 20 and Age <= 30)’ filtert bspw. wieder Passagiere, die in Cherbourg (C) ihre Reise mit der Titanic antraten oder die damals zwischen 20 und 30 Jahre alt waren. +Programm 3 +Titanic_013_Erste_Analysen_und_Visualisierungen + +import pandas as pd # Pandas Paket importieren import numpy as np # NumPy Paket importieren import matplotlib.pyplot as plt # Pyplot Modul importieren # # Trainingsdaten als Data Frame (df) aus CSV-Datei laden df = pd.read_csv(’../../data/titanic/original/train.csv’) # df.describe() # Statistische Informationen df.isnull().sum() # Fehlende Werte # # Histogramm erstellen, z.B. für das Attribut Age plt.hist(df[’Age’], bins=20) # 20 Klassen (Bins) plt.title(’Histogramm’) # Überschrift plt.xlabel(’Alter (Age)’) # X-Achsenbeschriftung plt.ylabel(’Häufigkeit’) # Y-Achsenbeschriftung plt.show() # Grafik ausgeben # # Verteilung der Werte berechnen und ausgeben count_class = df[’Survived’].value_counts() print(count_class) # # Tortendiagramm (Pie Chart) erstellen count_class.plot(kind=’pie’, autopct=’%6.2f %%’) # # Korrelationskoeffizienten berechnen df1 = df.select_dtypes(include=[np.number]) # Nur Zahlenwerte corr_matrix = df1.corr(method=’pearson’) # Korrelationsmatrix display(corr_matrix) # # Heatmap mit Korrelationskoeffizienten erstellen plt.figure(figsize=(8,6)) # Größe der Grafik festlegen plt.matshow(corr_matrix,cmap=’Blues’,fignum=1,aspect=’auto’) plt.xticks(range(len(df1.columns)), df1.columns, rotation=45) plt.yticks(range(len(df1.columns)), df1.columns) plt.colorbar() # Farbskala plt.show() # Grafik ausgeben + +32 + +1 Fach- und Geschäftsverständnis + +Mit diesem dritten Programm geben wir zunächst allgemeine statistische Informationen zu den Trainingsdaten aus. Dann erstellen wir ein Histogramm zum Attribut Age, also zum Alter der Passagiere. Danach bestimmen wir die Anzahl der Passagiere zu der jeweiligen Klasse (Attribut Survived). Diese Klassenverteilung stellen wir als Tortendiagramm dar. Schließlich führen wir eine Korrelationsanalyse durch und geben die Ergebnisse sowohl als Tabelle als auch als Heatmap aus. + +1.5 Kaltes Wasser +Das Tortendiagramm (engl. Pie Chart) in Abb. 1.6 zeigt die Verteilung der beiden Klassen dieser Klassifikationsanalyse auf Grundlage der Trainingsdaten. Nur 38,38 % der Passagiere in den Trainingsdaten überlebten die Titanic-Katastrophe (Wert 1), während 61,62 % starben (Wert 0). Wenn wir die Daten aus Abschn. 1.3 benutzen, dann kommen wir auf eine Überlebenswahrscheinlichkeit von +P(Survived = 1) = 712/2208 = 0,3225 +bzw. 32,25 %. Dieser Wert ist deutlich kleiner. Das liegt daran, dass neben den Passagieren auch Besatzungsmitglieder an Bord waren. Von diesen Crew-Mitgliedern überlebten nur wenige die Katastrophe. Die Titanic-Fallstudie verwendet jedoch nur Daten zu den Passagieren. Max: Wie hat euch die erste Lerneinheit gefallen? Anna: Nice! Ich konnte endlich mal wieder meine Python-Kenntnisse anwenden. Karl: Für mich war das ein Sprung ins kalte Wasser. Max: Das ist normal. Am Anfang benötigt jeder Zeit, um sich zurechtzufinden. Karl: Ich habe mich an den Erklärvideos orientiert. Die sind hilfreich. Alle Knoten habe +ich noch nicht ganz verstanden. Das kommt sicherlich noch. Max: Bestimmt! Das ist wie beim Frosch im Kochtopf. Karl: Häh? +Abb. 1.6 Tortendiagramm zur Verteilung der Klassen zu den Passagieren der Titanic auf Grundlage der gegebenen Trainingsdaten. Der Wert 1 bedeutet, dass der Passagier das Unglück überlebte. Der Wert 0 bedeutet das Gegenteil + +Literatur + +33 + +Max: Wir setzen einen Frosch in den Kochtopf. Das Wasser darin ist noch kalt. Dann regeln wir langsam die Temperatur nach oben. Der Frosch merkt diese Veränderung kaum. Er passt seine Körpertemperatur an die veränderte Umgebung an. Irgendwann ist das Wasser dann aber zu heiß für den Frosch. Schließlich haben wir eine leckere Froschsuppe. +Anna: Der arme Frosch! Das ist Tierquälerei. Außerdem: Wer will so was essen? Max: Du hast Recht. Sorry! Wenn wir heißes Wasser im Kochtopf gehabt hätten, dann +wäre der Frosch sofort wieder herausgesprungen. Karl: Und ich bin also dieser Frosch? Max: Wir möchten natürlich, dass du bleibst. Fachkräftemangel. Veränderungen sollen +für dich so angenehm wie möglich sein. Wir kochen dich aber nicht. Du sollst kein Burn-out bekommen. Versprochen! Anna: Der Vergleich ist nicht schön. Max: Mir ist leider keine bessere Geschichte eingefallen. Charles Handy hat sie 1989 in seinem Buch The Age of Unreason veröffentlicht [29]. Allerdings mit einer anderen Intention. Er wollte damit Menschen wachrütteln, die sich in ihrer Komfortzone eingerichtet und ihrem Schicksal ergeben haben. Anna: Das klingt schon besser. Aber moralisch einwandfrei ist die Geschichte trotzdem nicht. Haben wir nicht eben erst das Thema Ethik behandelt? Max: Allerdings! Es ist aber auch nur eine Geschichte. Ein Mythos. Ein Frosch ist schlau genug, um dem zu heißen Wasser zu entkommen [30, 31]. Karl: Vorausgesetzt der Kochtopf ist offen. Max: Na klar! So viel Freiheiten bekommt ihr bei der i3-Versicherung. + +Literatur +1. Balzert H (2009) Lehrbuch der Softwaretechnik: Basiskonzepte und Requirements Engineering. 3. Aufl. Spektrum Akademischer Verlag, Heidelberg https://doi.org/10.1007/978-3-82742247-7 +2. Schroter J (2011) Steve Jobs introduces iPhone in 2007. YouTube. 09.10.2011 https://www. youtube.com/watch?v=MnrJzXM7a6o +3. Tenzer F (2024) Anzahl der Smartphone-Nutzer weltweit von 2016 bis 2022 und Prognose bis 2028 (in Milliarden). Statista. 03.01.2024 https://de.statista.com/statistik/daten/studie/309656/ umfrage/prognose-zur-anzahl-der-smartphone-nutzer-weltweit +4. Naur P (1974) Concise Survey of Computer Methods. Petrocelli Books, New York 5. Jeff Wu CF (1997) Statistics = Data Science? Eröffnungsvortrag für die H. C. Carver Pro- +fessur. Universität Michigan. 09.11.1997 https://www2.isye.gatech.edu/~jeffwu/presentations/ datascience.pdf 6. Luhn HP (1958) A Business Intelligence System, IBM J Res & Dev 2:314–319 https://doi.org/ 10.1147/rd.24.0314 7. Inmon WH (1990) Building the Data Warehouse. John Wiley & Sons, New York 8. Kimball R (1996) The Data Warehouse Toolkit. John Wiley & Sons, New York + +34 + +1 Fach- und Geschäftsverständnis + +9. Frawley WJ, Piatetsky-Shapiro G (1991) Knowledge Discovery in Databases. MIT Press, Menlo Park +10. Fayyad UM et al (1996) Advances in Knowledge Discovery and Data Mining. MIT Press, Menlo Park +11. McCarthy J et al (1955) A Proposal for the Darthmouth Summer Research Project on Artificial Intelligence. 31.08.1955. Online veröffentlicht: 03.04.1996 http://www-formal.stanford. edu/jmc/history/dartmouth/dartmouth.html +12. Turing AM (1950) Computing Machinery and Intelligence. Mind LIX 236:433–460 https://doi. org/10.1093/mind/LIX.236.433 +13. BVerfG (1983) Urteil des Ersten Senats vom 15. Dezember 1983 – 1 BvR 209/83 –, Rn. 1-215 http://www.bverfg.de/e/rs19831215_1bvr020983.html +14. dejure.org (2016) Datenschutz-Grundverordnung. 27.04.2016 https://dejure.org/gesetze/ DSGVO +15. Bundesministerium der Justiz (2023) Datenschutz-Grundverordnung. 01.01.2023 https://www. bmj.de/DE/themen/digitales/digitale_buergerrechte/dsgvo/dsgvo_artikel.html +16. Rocher L et al (2019) Estimating the success of re-identifications in incomplete datasets using generative models. Nat Commun 10, 3069 https://doi.org/10.1038/s41467-019-10933-3 +17. Dastin J (2018) Amazon scraps secret AI recruiting tool that showed bias against women. Reuters. 11.10.2018 https://www.reuters.com/article/us-amazon-com-jobs-automation-insightidUSKCN1MK08G +18. Lewis M et al (2017) Deal or no deal? Training AI bots to negotiate. Meta. 14.07.2017 https:// engineering.fb.com/2017/06/14/ml-applications/deal-or-no-deal-training-ai-bots-to-negotiate +19. Herbig D (2018) Google Duplex: Guten Tag, Sie sprechen mit einer KI. Heise. 11.05.2018 https://www.heise.de/newsticker/meldung/Google-Duplex-Guten-Tag-Sie-sprechen-miteiner-KI-4046987.html +20. Li J, Cukierski W (2012) Titanic – Machine Learning from Disaster. Kaggle. 28.09.2012 https:// kaggle.com/c/titanic +21. Koller M (2010) Stochastische Modelle in der Lebensversicherung. 2. Aufl. Springer Verlag, Berlin https://doi.org/10.1007/978-3-642-11252-2 +22. InfoCuria (2011) Urteil des Gerichtshofs (Große Kammer) 1. März 2011 In der Rechtssache C-236/09 https://curia.europa.eu/juris/document/document.jsf?docid=80019&doclang=DE +23. Stuart FGO (1912) RMS Titanic departing Southampton on April 10, 1912. Wikimedia https:// commons.wikimedia.org/w/index.php?curid=2990792 +24. Joseph G (2007) Titanic Route. Wikimedia. 25.02.2007 https://commons.wikimedia.org/w/ index.php?curid=1716842 +25. Encyclopedia Titanica (2022) Discover the true history of RMS Titanic. Aufgerufen: 15.12.2022 https://www.encyclopedia-titanica.org +26. Scheer AW (1992) Architektur integrierter Informationssysteme. Springer Verlag, Berlin. https:// doi.org/10.1007/978-3-642-97403-8 +27. knime.com (2022) KNIME Open Source Story. Aufgerufen: 11.11.2022 https://www.knime. com/knime-open-source-story +28. python.org (2022) History and License. Aufgerufen: 11.11.2022 https://docs.python.org/3/ license.html +29. Handy C (1989) The Age of Unreason. Harvard Business School Press, Brighton (MA) 30. Lutterschmidt DE et al (2002) Behavioral Thermoregulation and the Role of Melatonin in a +Nocturnal Snake. Hormones & Behavior 41:41–50 https://doi.org/10.1006/hbeh.2001.1721 31. Gibbons W (2007) The Legend of the Boiling Frog is Just a Legend. Ecoviews. Savan- +nah River Ecology Laboratory, University of Georgia. 23.12.2007 https://web.archive.org/web/ 20170801123347/https://archive-srel.uga.edu/outreach/ecoviews/ecoview071223.htm + +Datenverständnis + +2 + +Zusammenfassung +Gute Daten sind die Grundlage für gute Analysen. Das weiß auch Max. Auf Basis von elf Qualitätskriterien entwickelt er eine Checkliste mit 15 Fragen. Diese bekommen Anna und Karl zur Verfügung gestellt, um damit die gegebenen Daten gründlich zu prüfen. Sophia unterstützt die beiden Trainees bei ihrer Detektivarbeit. Sie ist ein großer TitanicFan und weiß fast alles über die Katastrophe. Was Anna und Karl entdecken, ist besorgniserregend. Sind die Titanic-Daten tatsächlich so schlecht? Hatten die Kaggle-Mitarbeiter keine Lust oder Zeit, bessere Daten zusammenzustellen? Oder war das Absicht, damit der Wettbewerb eine besondere Herausforderung für angehende Data Scientists darstellt? Anna und Karl eignen sich insb. Wissen über Daten, Datentypen, Datenformate, Skalenniveaus und Datenqualität an. Sie können eine Explorative Datenanalyse (EDA) durchführen und die Ergebnisse einer Korrelationsanalyse interpretieren. Schließlich lernen sie auch ein paar neue Tipps und Tricks im Umgang mit den Werkzeugen KNIME Analytics bzw. Anaconda/Python kennen. + +2.1 König der Welt + +Karl: Anna: +Karl: Anna: + +So, ich habe gestern den Film gesehen. Jetzt bin ich bestens vorbereitet. Es gibt viele Filme. Wahrscheinlich meinst du den Titanic-Film mit Kate Winslet und Leonardo DiCaprio. Und wie hat er dir gefallen? War ziemlich lang. Viel Herzschmerz. Der Untergang war krass inszeniert. Ich fand den Film faszinierend. Die Aufnahmen von der Titanic waren phänomenal. Es wirkte alles so realistisch. So detailliert. Und obwohl wir den Ausgang der Geschichte kennen, war es trotzdem spannend. + +© Der/die Autor(en), exklusiv lizenziert an Springer-Verlag GmbH, DE, ein Teil von + +35 + +Springer Nature 2024 + +S. Selle, Data Science Training – Supervised Learning, + +https://doi.org/10.1007/978-3-662-67960-9_2 + +36 + +2 Datenverständnis + +Karl: Anna: Max: Anna: Max: Karl: Max: Anna: Max: Karl: Max: +Karl: +Max: +Karl: Max: +Anna: Max: +Karl: Max: +Anna: Karl: + +Ja gut. Eine typische Story eben. Ein reiches Mädchen verliebt sich in einen armen Jungen. Nur schade, dass Jack nicht überlebt hat. Ein echt cooler Typ. Schön. Ihr seid schon da. Wer ist cool? Wir haben gerade über die Titanic gesprochen. Dann sind wir ja direkt beim Thema. Diesmal dreht sich nämlich alles um die Daten zur Titanic-Fallstudie. Das klingt aber nicht sehr spannend. Es ist aber wichtig. Gute Daten sind die Grundlage von guten Analysen. Und was genau sind gute Daten? Das sehen wir gleich. Zunächst ist es wichtig, die Daten zu verstehen. Wir müssen auch wissen, welche Datentypen und Skalenniveaus vorliegen. Skalen…Was? Skalenniveaus. Wir betrachten drei Skalenniveaus. Niveau 1: Die Daten lassen sich unterscheiden – also wie weiblich, männlich, divers. Niveau 2: Die Daten haben eine Rangfolge – also wie die Noten sehr gut, gut und so weiter. Niveau 3: Wir können Abstände zwischen den Daten berechnen und diese interpretieren – also wie bei Umsatzzahlen. Aber zwischen Schulnoten kann ich doch auch Abstände berechnen. Der Abstand zwischen den Noten 1 und 2 beträgt 1. Der Abstand zwischen den Noten 3 und 4 beträgt ebenfalls 1. Wenn du die Schulnoten so codierst, dann schon. Aber was genau bedeuten diese Abstände? Ist der Abstand zwischen sehr gut und gut tatsächlich identisch zum Abstand zwischen befriedigend und ausreichend? Keine Ahnung. Schulnoten sind kein gutes Thema. Wofür brauche ich Skalenniveaus überhaupt? Weil Daten oft nicht im gewünschten Format oder in der benötigten Qualität vorliegen. Wir können sie aber bereinigen oder so transformieren, dass sich die Qualität verbessert. Je nach Skalenniveau gibt es andere Möglichkeiten hierfür. Und das Ziel ist dann, eine Datenqualität von 100 % zu erreichen? Nein. Es gibt keine solche Größe Datenqualität, die wir in Prozent messen. Zur Datenqualität gehören viele Kriterien. Diese sehen wir uns noch genauer an. Aber auch dann ist es nicht sinnvoll, eine perfekte Datenqualität erreichen zu wollen. Warum nicht? Weil das meistens mit hohen Kosten verbunden ist, die dann in keinem Verhältnis zum Nutzen stehen. Das Ziel ist deshalb, eine angemessene Datenqualität zu erreichen. Habt ihr schon mal vom Pareto-Prinzip gehört? Geht das Pareto-Prinzip nicht auf die Einkommensverteilung zurück, die nach dem italienischen Wissenschaftler Pareto benannt ist? Ist das nicht die 80-20-Regel? + +2.1 König der Welt + +37 + +Max: Richtig! Vilfredo Pareto1 hat Ende des 19. Jahrhunderts die Verteilung des Grundbesitzes in Italien untersucht und dabei herausgefunden, dass circa 20 % der Bevölkerung 80 % des Bodens besitzen [1]. Das Pareto-Prinzip ist davon abgeleitet. Mit 20 % Aufwand erzielen wir bereits 80 % Leistung. +Karl: Deshalb kam mir die Regel so vertraut vor. Max: Jedenfalls bedeutet das Pareto-Prinzip auch, dass wir für die restlichen 20 % Leis- +tung einen Aufwand von 80 % benötigen. Wir sehen uns die Grundlagen zu Daten und deren Qualität nun genauer an. Danach wenden wir das Gelernte wieder auf unsere Fallstudie an. Vorher möchte ich euch aber noch Sophia vorstellen. Karl: Gut. Wo ist sie denn? Max: Sie ist in dieser Box. Aber ihr könnt sie auch als App auf euren Smartphones installieren. Sophia ist unser Chatbot. Eine künstliche Intelligenz. Wir können ganz normal mit ihr reden. Hallo Sophia! Sophia: Hallo Max! Max: Sophia ist der weltweit größte Titanic-Fan, den ich kenne. Sie weiß praktisch alles über diese Geschichte. Sophia: Jetzt übertreibst du aber. Mir gefällt die Story einfach. Wenn die Titanic nicht bei ihrer Jungfernfahrt gesunken wäre, dann würde das Schiff heute niemand mehr kennen. Für viele Menschen war es eine Tragödie. Für die Titanic war es Schicksal. Schon ihr Name versprach Großes. Sie war für die damalige Zeit eine technische Meisterleistung. Das Handelsjournal The Shipbuilder bezeichnete die Titanic als practically unsinkable. Denn es gab Schotten, also wasserdichte Abteilungen, die Kapitän E. J. Smith2 zentral von der Brücke aus über elektrisch betriebene Wasserschutztüren aus Stahl verschließen konnte. Doch wie wir alle wissen: Das nützte leider nichts. Menschen und ihre Hybris – ein interessantes Thema. [2] Max: Ihr seht schon. Sophia versorgt euch mit Hintergrundinformationen. Sophia: Hm. Zum Einstieg könnt ihr euch den Film von James Cameron aus dem Jahr 1997 anschauen. Dieser ist auch eine Geschichte über Stabilität. Durch die Kollision mit dem Eisberg war die Stabilität der Titanic dahin. Genau diese Idee übertragen wir auf die Gesellschaft des frühen 20. Jahrhunderts. Die Passagiere der 3. Klasse waren von denen der 1. Klasse strikt getrennt. Aber Rose und Jack überwanden diese Barriere. Das traditionelle Klassensystem geriet ins Wanken. Wenn ihr lieber lest, dann empfehle ich das Buch von Linda Maria Koldau. + +1 Vilfredo Federico Damaso Pareto, 15.07.1848 als Wilfried Fritz Pareto in Paris, † 19.08.1923 in Céligny, italienischer Ingenieur, Ökonom und Soziologe. 2 Edward John Smith, 27.01.1850 in Hanley, † 15.04.1912 im Nordatlantik, Kapitän der Titanic. + +38 + +2 Datenverständnis + +2.2 Daten + +Wissenstreppe Die Wissenstreppe nach North (vgl. Abb. 2.1) beschreibt den abstrakten Weg, wie Organisationen bzw. Unternehmen Wissen aufbauen und wettbewerbsfähig werden [3]. Sie besteht aus sieben Stufen, wobei die letzte Stufe für Unternehmen ein wichtiges Ziel darstellt, welches die Voraussetzung für deren wirtschaftlichen Erfolg ist. Damit Unternehmen diese Wettbewerbsfähigkeit erreichen, müssen sie Stufe für Stufe nehmen. Sie können nicht einfach Stufen überspringen. Daten (Stufe 2) sind sehr elementar für den Aufbau von Wissen (Stufe 4) in Unternehmen. Die Prozesse der Unternehmen benötigen Daten als Input. Als Ergebnis produzieren die Prozesse wiederum Daten. Daten sind omnipräsent. Es gibt inzwischen Datenprodukte und datenbasierte Services. Formal bilden wir Daten aus Zeichen. Diese Bildung geschieht nach festen Regeln, der Syntax. + +Zeichen und Zeichensätze Zeichen können bspw. arabische Ziffern (0 bis 9), lateinische Buchstaben (A–Z, a–z) oder Sonderzeichen (Satzzeichen, Umlaute, Steuerzeichen, Symbole, Emojis usw.) sein. Zeichen sind in Zeichensätzen zusammengefasst. ASCII (American Standard Code for Information Interchange) ist ein 7-Bit-Zeichensatz, der 128 (27) verschiedene Zeichen darstellen kann. Dieser US-amerikanische Zeichensatz enthält nur die wichtigsten Zeichen, aber bspw. keine deutschen Umlaute oder Zeichen aus anderen Sprachräumen. Unicode ist ein Standardzeichensatz, der aktuell mehr als 160 Schriftsysteme und ca. 150.000 Zeichen enthält. Er ist im Unicode Transformation Format (UTF) codiert, wobei es verschiedene Codierungen gibt. UTF-8 ist ein spezielles Unicode-Format, in dem die ersten 7 Bits dem ASCII-Zeichensatz entsprechen, alle weiteren Zeichen belegen dann weitere Bits. UTF-8 hat keine feste Länge, sondern die Codierung passt sich den Bedürfnissen an. Wenn wir bspw. keine Sonderzeichen benötigen, dann ist die Codierung sehr sparsam (z. B. 8 Bits = 1 Byte). Die meisten Webseiten sind in UTF-8 codiert. Brauchen wir die deutschen Umlaute, so benötigen wir 16 Bits + +richtiges Handeln + +Abb. 2.1 Wissenstreppe – in Anlehnung an [3] + +2.2 Daten + +39 + +(2 Bytes) zum Codieren. Für fernöstliche und afrikanische Sprachen sind es dann bereits 32 Bits (4 Bytes). Der Vorteil von UTF-8 ist die Flexibilität, alle möglichen Schriftsysteme abzubilden. Der Nachteil ist der erhöhte Rechenaufwand und Speicherbedarf, wenn es sich um sehr spezielle Schriften handelt. + +2.2.1 Datentypen +Durch das Aneinanderfügen der Zeichen dieser Schriften bilden wir Daten bestimmter Typen. In Abb. 2.2 sind elementare und spezielle Datentypen dargestellt. Schlüsselwörter haben eine besondere Bedeutung in Programmiersprachen. Die Angaben in den eckigen Klammern sind die Bezeichnungen in KNIME Analytics. Dieses Werkzeug ist in Java programmiert. Java ist eine typsichere Programmiersprache. Zu jeder Variable, also einem definierten Speicherbereich mit eindeutigem Namen und variablem Inhalt, müssen wir den zugehörigen Datentyp explizit angeben. Python ist keine solche typsichere Programmiersprache. Die Angabe des Datentyps einer Variable ist also nicht notwendig, aber seit Version 3.6 möglich. Zahlen bzw. numerische Werte bestehen aus den arabischen Ziffern, ggf. dem Dezimaltrennzeichen und ggf. einem Tausendertrennzeichen. Das Dezimaltrennzeichen ist meistens ein Komma (z. B. in Deutschland) oder ein Punkt (z. B. in den USA). Das Tausendertrennzeichen ist meistens ein Punkt (z. B. in Deutschland) oder ein Komma (z. B. in den USA). An diesem einfachen Beispiel sehen wir bereits, dass sich mögliche Probleme + +Abb. 2.2 Elementare und spezielle Datentypen mit zugehörigen Schlüsselwörtern und Beispielen + +40 + +2 Datenverständnis + +ergeben, wenn wir US-amerikanische Zahlenformate auf Rechnern verarbeiten möchten, deren Software für das deutsche Zahlenformat konfiguriert ist. +Zahlen Wir unterscheiden zwischen ganzen Zahlen und Gleitkommazahlen bzw. Fließkommazahlen (engl. Floating Point Numbers). Der Computer kann ganze Zahlen exakt darstellen. Ihr Wertebereich ist aber endlich und hängt davon ab, wie viele Bits bzw. Bytes der Rechner zum Speichern verwendet. Ganze Zahlen bezeichnen wir als Integer. In der Programmiersprache Java unterscheiden wir bspw. die Datentypen byte (8 Bits = 1 Byte), short (16 Bits = 2 Bytes), int (32 Bits = 4 Bytes) und long (64 Bits = 8 Bytes). Zahlen sind positiv (+) oder negativ (−). Negative Werte bekommen ein Minuszeichen als Vorzeichen. Wir unterscheiden zwischen unsigned und signed. Mit einem Byte lassen sich die Zahlen von 0 bis 255 (unsigned) bzw. von −128 bis +127 (signed) speichern. Vier Bytes ermöglichen das Abbilden des Wertebereichs von −2.147.483.648 bis 2.147.483.647, also von ganzen Zahlen bis in die Größenordnung von 2 Mrd. + +Kommazahlen Der Computer stellt Gleitkommazahlen intern mit Hilfe von Mantisse und Exponent dar. In dem Beispiel 1,2345 · 106 ist die Zahl 1,2345 die Mantisse und 6 der Exponent zur Basis 10. Das Dezimaltrennzeichen (Komma) fließt dabei um die tatsächliche (reelle) Zahl. Diese wird nur angenähert. Im Unterschied zu den ganzen Zahlen kann der Rechner Gleitkommazahlen nicht beliebig exakt darstellen. Je größer der Speicherplatz, desto besser die Genauigkeit. In der Programmiersprache Java unterscheiden wir bspw. die Datentypen float (32 Bits = 4 Bytes) und double (64 Bits = 8 Bytes). Letzteres steht für die doppelte Genauigkeit (engl. Double Precision). +Wahrheitswerte und Datum Ein spezieller Datentyp beschreibt Wahrheitswerte, die sog. Booleschen Werte3 (engl. Boolean). Diese sind binär, d. h., sie nehmen nur zwei Werte bzw. Zustände an: wahr (true) oder falsch (false). Wir können sie aber auch als Zahlen codieren: 1 oder 0. Ein anderer spezieller Datentyp dient dem Speichern und Verarbeiten von Datum- und Zeitwerten. Wie schon bei den Zahlenformaten sehen diese je nach Land ggf. unterschiedlich aus. Den Datum-Zeitwert 22.02.2022 22:02:20 (22. Februar 2022 um 22 Uhr 2 min und 20 s) bilden wir im US-amerikanischen Format folgendermaßen ab: 02/22/2022 10:02:20 PM. Datumund Zeitwerte lassen sich intern im Rechner als Zahlen darstellen. Ggf. müssen wir auch Zeitzonen (z. B. MEZ) und Zeitumstellungen (Sommer- bzw. Winterzeit) beachten. + +3 George Boole, 02.11.1815 in Lincoln, † 08.12.1864 in Ballintemple, englischer Mathematiker und Philosoph. + +2.2 Daten + +41 + +Texte Alphanumerische Daten bestehen aus (numerischen) Zahlen und Buchstaben des Alphabets. Sie können aber auch bestimmte Sonderzeichen enthalten. Alphanumerische Daten gehören zu den Texten. Diese bestehen aus beliebigen Zeichen (engl. Character). Wir sprechen auch von Zeichenketten, d. h. von einer Aneinanderreihung dieser Zeichen. Die Programmiersprache Java bezeichnet sie als String. Die Text-Werte bekommen Anführungszeichen als Erkennungsmerkmal, z. B. „Hallo Anna!“. Texte haben keine feste Länge wie elementare Datentypen. Sie benötigen deshalb ein spezielles unsichtbares Steuerungszeichen, das ihr Ende markiert. +Begriffe und Synonyme Metadaten beschreiben Daten. Sie sind somit Daten über Daten. In einer Tabelle enthält die erste Zeile normalerweise die Spaltenüberschriften, also die Attributnamen. In den nachfolgenden Zeilen stehen dann die Datenobjekte als Datensätze. Die Attributwerte in den einzelnen Feldern beschreiben diese Datenobjekte. Wir benutzen auch Synonyme für diese Begriffe. Abb. 2.3 zeigt wichtige Begriffe in deutscher und englischer Sprache, die aus verschiedenen Domänen stammen: Datenmanagement, Tabellenkalkulation, (objektorientierte) Programmierung, Statistik & Marktforschung sowie Machine Learning. Die vorgenommenen Abgrenzungen sind nicht trennscharf und erheben keinen Anspruch auf Vollständigkeit. Beispielsweise benutzen Statistiker ebenfalls Variablen und Marktforscher sprechen auch von sog. items statt von Merkmalen. Abb. 2.3 verdeutlicht ein typisches Problem in Data-Science-Projekten: Das Finden einer gemeinsamen Sprache aller Beteiligter. In diesem Lernbuch benutzen wir Begriffe synonym, wobei wir die im Folgenden fett dargestellten bevorzugen. + +Abb. 2.3 Begriffe aus unterschiedlichen Domänen (in Grau hinterlegt). Jede Spalte steht für eine Domäne (z. B. Tabellenkalkulation). In jeder Zeile sind Synonyme genannt: 1. abstrakte Begriffe (z. B. Tabelle), 2. zum Datenobjekt (z. B. Zeile) und 3. zur Objekteigenschaft (z. B. Spalte). In Klammern stehen die englischen Bezeichnungen + +42 + +2 Datenverständnis + +Wichtige Synonyme Spalte: Attribut, Merkmal, Variable, Feature Zeile: Datenobjekt, Datensatz, Beispiel, Entität, Instanz +Den Wertebereich, den die Daten einzelner Attribute annehmen, nennen wir ebenfalls Domäne. Der Begriff Domäne ist damit ein Homonym, mit unterschiedlichen Bedeutungen je nach Kontext. + +2.2.2 Daten- und Dateiformate +Strukturierte Daten Tabellarische Daten sind strukturierte Daten. Der Aufbau einer Tabelle in Spalten und Zeilen gibt den Rahmen, also die Struktur, vor. Eine Spalte mit dem Attributnamen E-Mail gehört bspw. zum Datentyp String und in den Zeilen zu dieser Spalte stehen Texte, die E-Mail-Adressen repräsentieren. Relationale Datenbanken arbeiten auf Basis von Tabellen. Eine Kalkulationssoftware wie bspw. Excel verwendet ebenfalls Tabellen. Die feste Struktur erleichtert die Verarbeitung dieser tabellarischen Daten. Typische Dateiformate sind XLS bzw. XLSX oder Comma Separated Values (CSV). +Unstrukturierte Daten Unstrukturierte Daten haben im Gegensatz zu den strukturierten Daten keine feste Struktur. Hierzu gehören Dokumente, die sich mit Textverarbeitungsprogrammen (z. B. Word: DOC, DOCX) erstellen lassen. Aber auch E-Mails, Chatverläufe, Nachrichten, Posts usw. sind unstrukturiert. Solche Daten lassen sich schwer im Sinne einer Datenanalyse verarbeiten und auswerten. Die Disziplin Natural Language Processing (NLP) befasst sich mit der Verarbeitung genau solcher natürlichsprachiger unstrukturierter Daten. +Semistrukturierte Daten Semistrukturierte Daten liegen zwischen diesen beiden Extremen. Diese Daten sind nicht in dem festen Rahmen einer Tabelle gespeichert, lassen sich jedoch leichter verarbeiten und analysieren als unstrukturierte Daten. Die Formate eXtensible Markup Language (XML) oder JavaScript Object Notation (JSON) sind typische Beispiele. XML benutzt Tags, um die Daten zu strukturieren. JSON arbeitet mit geschweiften Klammern, Doppelpunkt und Komma. +Beispiel XML + Anna anna@data-science.training + +2.2 Daten + +43 + +23 +Beispiel JSON +{ "user": { "name": "Anna", "email": "anna@data-science.training", "alter": 23 } +} + +Praktischer Tipp +Das Alter zu einer Person zu speichern, ist keine gute Idee. Denn das Alter ändert sich genau einmal im Jahr. Wenn wir diesen Geburtstag vergessen und keine Änderung in den Daten vornehmen, dann haben wir einen falschen Wert gespeichert. Neben der Mehrarbeit besteht also auch die Gefahr, dass sich die Datenqualität verschlechtert. Stattdessen speichern wir besser das Geburtsdatum. Denn aus dem Geburtsdatum und dem heutigen oder einem beliebigen Datum können wir das Alter der Person exakt bestimmen. Das Geburtsdatum ändert sich nicht. Es gehört zu den Stammdaten (engl. Master Data). Das sind Daten, die sich nie oder nur sehr selten ändern. Im Beispiel gehören auch der Name und die E-Mail-Adresse von Anna dazu. Wir benötigen Stammdaten, um Geschäftsvorfälle durchzuführen. Dadurch entstehen Bewegungsdaten (engl. Transaction Data). Das sind bspw. die von Anna gemachten Suchanfragen, geschriebenen Nachrichten oder getätigten Einkäufe. +Spezielle Daten- bzw. Dateiformate liegen vor, wenn wir Bilder, Tonaufnahmen oder Videos verarbeiten. Im Rahmen dieses Data Science Trainings verwenden wir nur strukturierte Daten, die in Form von Tabellen vorkommen. + +2.2.3 Skalenniveaus +Strukturierte Daten lassen sich nicht nur durch Datentypen beschreiben, sondern auch durch die zugrundeliegenden Skalenniveaus. Das Skalenniveau legt u. a. fest, welche Berechnungen mit den Daten möglich und sinnvoll sind. Wir unterscheiden drei bzw. vier Skalenniveaus (vgl. Abb. 2.4). + +44 + +2 Datenverständnis + +Abb. 2.4 Skalenniveaus mit Lageparameter, Beispielen und Eigenschaften +Nominalskala Nominalskalierte Werte unterscheiden wir zwar voneinander, aber es gibt keine Rangfolge zwischen diesen. Das Geschlecht von Personen codieren wir bspw. mit den diskreten Werten männlich (m), weiblich (w) und divers (d). Wir können solche Nominalwerte als Texte, d. h. Strings, darstellen. Der Lageparameter zu Nominalwerten ist der Modus (engl. Mode) bzw. Modalwert, also der häufigste Wert. +Ordinalskala Wenn es nun eine Rangfolge zwischen den Werten gibt, wir aber keinen Abstand zwischen diesen definieren können, dann sind die Werte ordinalskaliert. Ein typisches Beispiel sind die deutschen Schulnoten: sehr gut > gut > befriedigend > ausreichend > mangelhaft > ungenügend. Das Größerzeichen als Vergleichsoperator gibt an, dass eine sehr gute Leistung besser ist als eine gute Leistung usw. Oft sind diese Werte als Zahlen codiert: sehr gut = 1, gut = 2, befriedigend = 3, ausreichend = 4, mangelhaft = 5, ungenügend = 6. Dadurch können wir die Daten leicht sortieren, z. B. aufsteigend nach dem Notenwert. Der Lageparameter zur Ordinalskala ist der Median, d. h. der Zentralwert. Der Median liegt genau in der Mitte der Liste der sortieren Datenwerte. Nominal- und ordinalskalierte Attribute bezeichnen wir auch als kategorial oder kategorisch. +Kardinalskala Wenn wir einen interpretierbaren Abstand zwischen den Werten bilden können, dann sind die Daten kardinalskaliert. Diese Daten bezeichnen wir auch als metrische Daten. Es muss dann eine Metrik definiert sein, auf der wir den Abstand als nichtnegative reelle Zahl berechnen können. Die Werte dieser Daten sind als numerische Zahlen gegeben. Wir unterscheiden noch, ob es einen natürlichen Nullpunkt (Verhältnisskala) oder nicht (Intervallskala) gibt. Ein Beispiel für eine Verhältnisskala ist der Preis in Euro mit Null als natürlichem Nullpunkt (0 Euro). Der Lageparameter ist hier der Mittelwert, d. h. das geometrische Mittel. Bei der + +2.2 Daten + +45 + +Intervallskala (z. B. die Temperatur in Grad Celsius) nehmen wir das arithmetische Mittel (Durchschnitt) als Lageparameter. +Eigenschaften Die Werte eines kardinalskalierten Attributs sind meistens stetig, d. h. kontinuierlich. Die Werte der anderen Skalenniveaus sind dagegen meistens diskret. Es sind abzählbar viele Werte vorhanden. Nominal- und ordinalskalierte Attribute sind häufbar oder nicht häufbar. Beispielsweise ist das Geschlecht nicht häufbar. Eine Person besitzt ein Geschlecht. Die Telefonnummer dagegen ist häufbar. Eine Person kann mehrere Telefonnummern haben. +Merkregel Mit Hilfe des französischen Begriffs NOIR für die Farbe Schwarz, prägen wir uns die vier Skalenniveaus ein: N = Nominal, O = Ordinal, I = Intervall, R = Ratio (für Verhältnis). Diese Einteilung geht auf Stevens zurück, auch wenn er in seinem Artikel aus dem Jahr 1946 nicht explizit das Akronym NOIR verwendete [4]. + +2.2.4 Datenqualität +Garbage in, garbage out. +Dieser Leitsatz bringt es auf den Punkt. Datenqualität ist wichtig für die Datenanalyse. Wir teilen die Datenqualität in drei Kategorien ein: Interpretierbarkeit, Nützlichkeit und Glaubwürdigkeit (s. Abb. 2.5). +Interpretierbarkeit Unter Einheitlichkeit verstehen wir, dass die Daten eine feste Struktur haben. Wenn die Daten also bspw. in tabellarischer Form vorliegen, dann ist dieses Kriterium bereits erfüllt. Eindeu- + +Abb. 2.5 Datenqualität: Kategorien und Kriterien + +46 + +2 Datenverständnis + +tigkeit ist gegeben, wenn die Bedeutung der Daten zweifelsfrei klar ist. Hierzu benötigen wir sehr gute Metadaten (z. B. sinnvolle Attributnamen und aussagekräftige Beschreibungen). Verständlichkeit meint einerseits, dass die Daten für den Menschen verständlich sind und andererseits, dass Maschinen diese Daten lesen und verarbeiten können. Wenn diese drei Kriterien erfüllt sind, dann sind die Daten interpretierbar. + +Nützlichkeit Vollständigkeit heißt, dass alle Datenwerte vorliegen, es also keine fehlenden Daten gibt. Genauigkeit meint, dass die Attributwerte im gewünschten Detaillierungsgrad vorliegen. Unter Zeitnähe verstehen wir, dass die Daten aktuell und nicht veraltet sind. Redundanzfreiheit ist dann gegeben, wenn es zu keinerlei Doppelungen in den Daten kommt. Relevanz bedeutet, dass die vorliegenden Daten zur Fragestellung passen. Wenn diese fünf Kriterien erfüllt sind, dann sind die Daten nützlich im Sinne der Datenanalyse. +Glaubwürdigkeit Unter Korrektheit verstehen wir, dass die Attributwerte eines Datenobjekts denen der realen Welt entsprechen. Konsistenz bedeutet Widerspruchsfreiheit. Damit ist gemeint, dass es keine logischen Widersprüche in den Daten gibt. Zuverlässigkeit heißt, dass die Attributwerte nicht vage oder unsicher sind, sondern dass bspw. deren Entstehung bzw. Herkunft nachvollziehbar ist. Wenn diese Kriterien erfüllt sind, dann sind die Daten glaubwürdig. +Schlüsselintegrität Manchmal gibt es auch noch eine vierte Kategorie. Wenn die Daten aus einer relationalen Datenbank stammen, dann gelten spezielle Integritätsbedingungen. Die Schlüsseleindeutigkeit oder Entity-Integrität besagt, dass wir jedes Datenobjekt mittels eines Primärschlüsselattributs beschreiben können und die zugehörigen Attributwerte eindeutig sind. Logische Beziehungen zwischen den Relationen (Datentabellen) sind typisch für relationale Datenbanken. Mittels Primärschlüssel-Fremdschlüssel-Beziehungen zwischen den Tabellen realisieren wir diese Anforderung. Die referenzielle Integrität stellt dabei sicher, dass die Datenbank die Daten konsistent über mehrere Tabellen verteilt speichert. + +2.2.5 Explorative Datenanalyse +Die explorative Datenanalyse (EDA) ist ein Teilgebiet der Statistik. Genauer gesagt ist die EDA eine Ergänzung bzw. Weiterentwicklung der deskriptiven Statistik, also der beschreibenden Statistik. Ein wesentliches Ziel ist das Bilden von Hypothesen auf Basis von UrsacheWirkung-Zusammenhängen, die sich in den beobachteten Daten widerspiegeln. Die EDA benutzt Visualisierungstechniken, um die Daten zu veranschaulichen. Dadurch verdeutlichen wir bereits Zusammenhänge in den Daten, die wir ansonsten in den reinen Datenreihen nicht erkannt hätten. So können wir bspw. Ausreißer identifizieren, um zu entscheiden, wie + +2.2 Daten + +47 + +Abb. 2.6 Verschiedene Diagrammtypen – eine Auswahl +wir mit diesen verfahren. In Abb. 2.6 ist eine Auswahl von Diagrammtypen zusammengestellt. +Streudiagramm Zu den bekanntesten und einfachsten Standardvisualisierungen gehört das Streudiagramm (engl. Scatter Plot). Dieses benutzen wir zur Darstellung der Rohdaten, um uns damit einen ersten Eindruck von den Daten zu verschaffen. +Balkendiagramm und Histogramm Das Balken- oder Säulendiagramm (engl. Bar Chart) verwenden wir zur Präsentation von Ergebnissen. Eine spezielle Form ist das Histogramm, das die Häufigkeitsverteilung eines Attributs als Balken- oder Säulendiagramm darstellt. Im Fall von kardinalskalierten Attributen müssen wir die Datenwerte zunächst in definierte Klassen (engl. Bins) einteilen. Diese Operation heißt Binning (vgl. Abschn. 5.2.2). +Tortendiagramm Das Kreis- bzw. Kuchen- oder Tortendiagramm (engl. Pie Chart) ist geeignet, um prozentuale Anteile darzustellen. Diese prozentualen Anteile addieren sich zu 100 % und bilden den gesamten Kreis. Mit dem Gradmaß als Winkelmaß entsprechen diese 100 % genau 360◦. Die einzelnen Anteile sind dann Kuchenstücke in diesem Kreis. + +48 + +2 Datenverständnis + +Box-Plot Der Box-Plot ist ein Diagramm, um die Verteilung der Daten nach statistischen Aspekten darzustellen. Dabei müssen die Daten mindestens ordinalskaliert sein. Zu den sortieren Daten bestimmen wir dann die Quartile. Die Begrenzungen der Box sind die Quartile Q1 (25 %) und Q3 (75 %). Somit enthält die Box genau 50 % der Daten. Die anderen 50 % der Daten liegen außerhalb der Box. Der Median Q2 (50 %) trennt die Daten innerhalb der Box dann noch einmal in zwei gleich große Teile. Der Box-Plot stellt das Minimum Q0 (0 %) und das Maximum Q4 (100 %) häufig als Antennen, sog. Whisker, und ggf. Ausreißer als einzelne Punkte dar. +Heatmap Eine Heatmap bildet die Daten auf eine Temperaturskala ab. Mit Hilfe von Farbskalen visualisieren wir Wertebereiche. Normalerweise bekommen hohe Datenwerte rote Farbtöne und niedrige Datenwerte blaue Farbtöne. + +2.2.6 Korrelationsanalyse +Ein zweidimensionales Streudiagramm zeigt den Zusammenhang zwischen zwei Attributen. Jeder Datenwert wird dabei als grafisches Symbol in einem kartesischen Koordinatensystem (X- und Y-Achse) dargestellt. Aus dieser Grafik leiten wir ggf. bereits einen funktionalen Zusammenhang zwischen den beiden Attributen ab. Eine einfache Funktion ist die Gerade. Sie stellt bspw. eine Linie zwischen zwei Punkten dar. Formal beschreiben wir diesen linearen Zusammenhang durch die Funktion y = f (x) = b · x +a mit Steigung b und Ordinatenabschnitt a. Die Korrelationsanalyse untersucht ebenfalls Zusammenhänge zwischen zwei (oder mehreren) Attributen. Hierzu benutzt die Korrelationsanalyse statistische Größen. Der lineare Korrelationskoeffizient ist ein dimensionsloser Wert im Bereich zwischen −1 und +1. Er ist ein Maß für den Grad des linearen Zusammenhangs zwischen zwei Attributen. Bei einem positiven Wert in der Nähe von +1 liegt eine starke lineare Korrelation zwischen den beiden Attributen vor. Wenn der Wert des einen Attributs steigt, dann steigt auch der Wert des anderen Attributs und umgekehrt. Bei einem negativen Korrelationskoeffizienten in der Nähe von −1 liegt eine starke negative lineare Korrelation vor. In diesem Fall sinkt dann der Wert des zweiten Attributs, wenn der Wert des ersten Attributs steigt und umgekehrt. Korrelationskoeffizienten nahe null bedeuten, dass es keine solchen linearen Beziehungen zwischen den Attributen gibt. Die Attributwerte ändern sich dann beliebig, ohne dass Abhängigkeiten zwischen diesen erkennbar sind. Diese kann es durchaus geben, aber sie sind nicht linear. Mit der Korrelationsanalyse beschäftigen wir uns ausführlicher in Abschn. 12.2.2. + +2.3 Die passenden Fragen stellen + +49 + +2.3 Die passenden Fragen stellen + +Ziel, Zweck & Aktivitäten +Ziel Wir verstehen die gegebenen Daten und bewerten deren Qualität. Zweck Nur wenn wir die Daten verstehen, können wir diese analysieren. Damit wir +gute Analyseergebnisse bekommen, benötigen wir gute Daten. A2.1 Fragen beantworten (s. Checkliste) +Anstatt vieler Aktivitäten zu beschreiben, benutzen wir nun stellvertretend einen Fragenkatalog. + +Fragen +Den folgenden Fragenkatalog benutzen wir als Checkliste. Die ersten elf Fragen betreffen die Datenqualität in Anlehnung an Abb. 2.5. + +Interpretierbarkeit Einheitlichkeit Eindeutigkeit Verständlichkeit + +1. Sind die Daten einheitlich strukturiert? 2. Sind die Daten eindeutig interpretierbar? 3. Sind die Daten verständlich? Kann ein Rechner diese automatisiert verarbeiten? + +Nützlichkeit Vollständigkeit Genauigkeit Zeitnähe Redundanzfreiheit Relevanz + +4. Gibt es fehlende Daten? Gibt es Gründe dafür? 5. Sind die Daten präzise genug für die Analyse? 6. Sind die Daten aktuell? 7. Gibt es doppelte Datenobjekte? 8. Sind die Daten sinnvoll im Hinblick auf das Erreichen der Datenziele? + +Glaubwürdigkeit Korrektheit Konsistenz Zuverlässigkeit + +9. Gibt es fehlerhafte Daten? Gibt es Ausreißer? 10. Sind die Daten widerspruchsfrei und plausibel? 11. Sind die Daten und deren Herkunftsquellen vertrauenswürdig? + +Sonstige Datentypen Skalenniveaus Verteilung Korrelationen + +12. Welche Datentypen haben die Attribute? 13. Welche Skalenniveaus haben die Attribute? 14. Wie sind die Attributwerte verteilt? 15. Gibt es Beziehungen zwischen den Attributen? + +50 + +2 Datenverständnis + +Um Frage 3 zu beantworten, nutzen wir die Beschreibungen auf Kaggle: https://www.kaggle.com/c/titanic/data. +Ansonsten erstellen wir spezielle Programme, um uns die Daten genauer anzusehen. +CSV-Format Prinzipiell können wir auch eine Tabellenkalkulationssoftware wie bspw. Excel benutzen, um den Inhalt der CSV-Datei anzuzeigen. CSV-Dateien benötigen ein Trennzeichen, das die Attributwerte voneinander trennt. In der gegebenen Datei ist es das Komma. CSV bedeutet comma-separated values. Die deutsche Excel-Version ist standardmäßig mit dem Semikolon als Attribut-Trennzeichen konfiguriert, denn das Komma dient bereits als Dezimaltrennzeichen. Somit lassen sich die Daten in Excel nur dann vernünftig anzeigen, wenn wir die Konfiguration anpassen. Da wir jedoch zwei andere Werkzeuge haben, die sehr gut mit CSV-Daten umgehen können, benutzen wir diese auch zum Anzeigen der Daten. + +2.4 Die ersten Analysen +Wir erstellen sieben Programme, um die 15 Fragen zu beantworten. Somit schreiben wir nicht zu jeder Frage ein eigenes Programm. +Programme P2.1 Allgemeine & statistische Infos [Fragen 1 bis 13: T&T] P2.2 Verteilung der Klassen [Frage 14: T] P2.3 Ausreißeranalyse [Frage 9: T&T] P2.4 Korrelationsanalyse [Fragen 8 & 15: T,T] P2.5 Streudiagramme [Frage 9: T,T] P2.6 Box-Plots [Fragen 9 & 14: T,T] P2.7 Histogramme [Frage 14: T] +Mit dem ersten Programm können wir bereits viele Fragen beantworten. Die Programme 2 bis 4 sind Datenanalysen, die teilweise grafische Elemente nutzen, um Daten bzw. Ergebnisse zu visualisieren. Die Programme 5 bis 7 nutzen spezielle Grafiken der EDA. Die Angaben hinter den Nummern der Fragen beziehen sich auf die zu verarbeitenden Datenmengen und bedeuten: +T Wir analysieren nur die Trainingsdaten. T,T Wir analysieren Trainings- und Testdaten getrennt voneinander. T&T Wir führen beide Datenmengen zusammen und analysieren sie gemeinsam. + +2.4 Die ersten Analysen + +51 + +In KNIME Analytics führen wir Daten mit dem Knoten Concatenate zusammen (Fall T&T). In Python heißt die entsprechende Funktion concat(): +df = pd.concat([df_train, df_test], ignore_index=True) + +KNIME-Tipps (Knoten) + +P2.1 CSV Reader [2x], Concatenate, Statistics P2.2 CSV Reader, Value Counter, Pie Chart (legacy), Color Manager P2.3 CSV Reader [2x], Concatenate, Numeric Outliers [3x] P2.4 CSV Reader [2x], Linear Correlation [2x] P2.5 CSV Reader [2x], Scatter Plot (legacy) [2x] P2.6 CSV Reader [2x], Box Plot (legacy) [2x] P2.7 CSV Reader, Interactive Histogram (legacy) + +In den eckigen Klammern nach den Namen der Knoten ist angegeben, wie oft wir diesen Knoten im KNIME Workflow benutzen. Einige Knoten tragen den Begriff legacy (früher: local) in runden Klammern am Ende ihrer Bezeichnung. Damit ist gemeint, dass KNIME Analytics die Grafiken mit Hilfe einer lokalen Java-Bibliothek (z. B. Swing) sehr schnell erstellt, was für unsere Zwecke ausreicht, es aber auch neuere Knoten gibt. Im Folgenden verzichten wir auf diesen Zusatz. Wir können Grafiken exportieren, um sie ggf. mit anderen Programmen weiterzuverarbeiten. Hierzu benutzen wir in der View zum jeweiligen Knoten die Funktion File > export as. Als Exportformate wählen wir portable Netzwerkgrafiken (engl. Portable Network Graphics, PNG) oder skalierbare Vektorgrafiken (engl. Scalable Vector Graphics, SVG). + +Anaconda-Tipps (Funktionen) + +P2.1 df.describe(), df.isnull().sum() , df.convert_dtypes(), df.info() P2.2 df_train[’Survived’].value_counts(), .plot(kind=’pie’) P2.3 dst_outliers(df, , n=4) P2.4 df.corr(method=’pearson’) P2.5 plt.scatter(, ) P2.6 plt.boxplot(df) P2.7 plt.hist(df[], bins=) + +plt steht für das Pyplot-Modul des Matplotlib-Pakets. Box-Plots können wir nur dann erstellen, wenn keine fehlenden Daten vorliegen. Mit Hilfe der dropna()-Funktion entfernen wir fehlende Daten aus dem Data Frame df. Die Abkürzung na steht für not available und + +52 + +2 Datenverständnis + +meint fehlende Werte. Das Seaborn-Paket bietet optionale Möglichkeiten, Daten zu visualisieren. Seaborn selbst basiert auf Matplotlib und ist ggf. etwas einfacher in der Bedienung und Verarbeitung von Daten aus Pandas Data Frames. Nützliche Funktionen sind bspw. scatterplot(), swarmplot(), stripplot(), histplot() und catplot(). +Die Ausreißeranalyse gestaltet sich in Python etwas komplizierter. Hierfür verwenden wir zwei Funktionen bzw. Definitionen, die nicht in den Standardpaketen enthalten sind. Die erste Funktion ist die kommentierte Version des Quelltextes eines Kaggle-Benutzers [5]. Die zweite Funktion ruft dann diese erste auf. Die Namen dieser neuen Funktionen beginnen mit dem Präfix dst für Data Science Training. +dst_zscore_outlier +# Den kleinsten Ausreißer bestimmen def dst_zscore_outlier(df, col, n=4): +out = [] # Initialisierung mn = np.mean(df[col]) # Mittelwert sd = np.std (df[col]) # Standardabweichung for x in df[col]: # Schleife über alle Datenzeilen +z = (x - mn) / sd # z-score (mean = 0, std = 1) if np.abs(z) > n: # z-score > n-fache Standardabw. ? +out.append(x) # Rückgabe: Minimum der Ausreißer return np.min(out) + +Die Ausreißeranalyse basiert darauf, dass wir die Daten eines ausgewählten Attributs (col) zunächst standardisieren. Diese Technik lernen wir eigentlich erst in Abschn. 5.2.3 kennen. Nach der Standardisierung ist das Attribut ähnlich einer Normalverteilung verteilt. Zumindest ergeben sich ein Mittelwert von null und eine Standardabweichung von eins. Wir vergleichen dann alle Werte, diese bezeichnen wir als z-scores, und identifizieren solche, die mehr als eine n-fache Standardabweichung vorweisen. Das sind für uns die Ausreißerwerte. Für den Parameter n können wir beliebige Werte einstellen. Als Voreinstellung (engl. Default) benutzen wir n = 4. Die Funktion liefert schließlich den kleinsten Ausreißerwert zurück. Die nächste Funktion gibt alle Ausreißer zu diesem Attribut (col) unseres Data Frames (df) als sortierte und formatierte Tabelle aus. + +2.5 Es leuchtet blau + +53 + +dst_zscore_outlier +# Alle Ausreißer bestimmen und ausgeben def dst_outliers(df, col, n=4): +# 1. Den kleinsten Ausreißer bestimmen min_outlier = dst_zscore_outlier(df, col, n) # 2. Nach allen Ausreißern filtern df1 = df[df[col] >= min_outlier] # 3. Die Daten absteigend sortieren # (d.h. die größten Ausreißer kommen zuerst) df1 = df1.sort_values(by=col, ascending=False) # 4. Die Anzahl der Ausreißer ausgeben print(col, ’: Anzahl Ausreißer =’, df1.shape[0]) # 5. Die Tabelle mit allen Ausreißern anzeigen display(df1) + +Lösungsvorschläge +Erklärvideos und KNIME Workflows bzw. Jupyter Notebooks zu diesem Kapitel sind unter dem folgenden Link zu finden: https://data-science.training/kapitel-2/. +2.5 Es leuchtet blau +In Abschn. 2.3 stellten wir die passenden Fragen. In Abschn. 2.4 zeigten wir, welche Programme Anna und Karl erstellen, um diese beantworten zu können. Jetzt geben sie die Antworten als Zusammenfassung. Vorausgegangen sind Recherchen und Analysen sowie Diskussionen mit Max und Hintergrundinformationen von Sophia. +Frage 1: Sind die Daten einheitlich strukturiert? Ja. Die Daten sind in CSV-Dateien gegeben. Wir können sie deshalb strukturiert in Form von Tabellen verarbeiten. Wir haben zunächst zwei Mengen von Daten: 891 Datenobjekte in den Trainingsdaten und 418 Datenobjekte in den Testdaten, insgesamt also 1309 Datenobjekte. Des Weiteren gibt es noch 23 Datenobjekte in den Anwendungsdaten, die wir im Folgenden aber nicht weiter betrachten. Tab. 2.1 zeigt die Übersicht zu den zwölf Attributen der Trainings- und Testdaten. Das Klassenattribut Survived ist nur in den Trainingsdaten vorhanden. In der letzten Spalte sind die Anzahlen der fehlenden Werte notiert (# NA). Nicht alle Werte sind selbsterklärend, es gilt: + +54 + +Tab. 2.1 Struktur und Beschreibung der Titanic-Daten + +Nr Attribut + +Beschreibung Domäne + +Datentyp + +1 PassengerId Primärschlüssel 1, 2, 3, …, 1309 Integer + +2 Survived Klassen (Label) 0, 1 + +Integer + +3 Pclass + +Passagierklasse 1, 2, 3 + +Integer + +4 Name + +Passagiername Text + +String + +5 Sex + +Geschlecht + +male, female String + +6 Age + +Alter + +0,17–80 + +Double + +7 SibSp + +Geschwister & 1, 2, 3, …, 8 Partner + +Integer + +8 Parch + +Eltern & Kinder 1, 2, 3, …, 9 Integer + +9 Ticket + +Ticketnummer Alphanumerisch String + +10 Fare + +Ticketpreis + +0,00–512,3292 Double + +11 Cabin + +Kabinennummer Alphanumerisch String + +12 Embarked Abfahrtshafen S, C, Q + +Integer + +2 Datenverständnis + +Skalenniveau Nominal Nominal Ordinal Nominal Nominal Kardinal Kardinal + +# NA 0 +418 0 0 0 +263 0 + +Kardinal Nominal Kardinal Nominal Nominal + +0 0 1 1014 2 + +Survived: Überlebt? 0 = Nein, 1 = Ja Pclass: 1 = erste, 2 = zweite, 3 = dritte Passagierklasse Embarked: C = Cherbourg, Q = Queenstown (heute: Cobh), S = Southampton +Frage 2: Sind die Daten eindeutig interpretierbar? Ja. Letztendlich ist die Bedeutung der Daten klar. Nicht alle Attributnamen sind selbsterklärend. Hier helfen dann die Beschreibungen auf der Kaggle-Webseite. Die Attribute SibSp und Parch sind Abkürzungen für siblings und spouses sowie parents und children. Das erste Attribut gibt die Anzahl der mitreisenden Geschwister und Ehepartner an. Das zweite Attribut zählt die mitreisenden Eltern und Kinder. Im ersten Attribut haben wir es also normalerweise mit der gleichen Generation des Passagiers zu tun. Das zweite Attribut beschreibt eine Generation davor und eine Generation danach. Warum Kaggle eine solche Aufteilung vorgenommen hat, ist unklar. In der Beantwortung der Frage Nr. 11 stellen wir hierzu eine Vermutung an. +Frage 3: Sind die Daten verständlich? Kann ein Rechner diese automatisiert verarbeiten? Ja. Die Daten sind weitestgehend verständlich (s. auch Tab. 2.1). Ein PC kann die Daten automatisiert verarbeiten. Allerdings stecken bspw. im Namen weitere Informationen, die wir nicht so einfach extrahieren können. Hierzu benötigen wir spezielle Textoperationen (s. Abschn. 5.2.4). Erste Erkenntnisse sind: + +2.5 Es leuchtet blau + +55 + +Pass.Id: Die PassengerId ist eine fortlaufende Nummer zur eindeutigen Identifizierung + +eines Passagiers. Dieses Schlüsselattribut enthält aber keine relevanten Informa- + +tionen für die Datenanalyse. + +Name: In den Namen stecken weitere Informationen wie z. B. die Anrede, der Titel, der + +Geburtsname von verheirateten Frauen usw. + +Age: + +Das Alter wurde manchmal geschätzt (Kommazahl) oder fehlt. + +Ticket: Die genaue Systematik der Ticketnummer ist unklar. Es sind nicht unbedingt + +fortlaufenden Nummern wie bei der PassengerId. Manchmal besteht die Tick- + +etnummer nur aus drei bis sechs Ziffern. Manchmal ist ein Präfix vorangestellt, + +meistens eine Abkürzung (z. B. F.C.C.). Eine spezielle Ticketnummer ist LINE. + +Fare: Der Reisepreis bzw. Ticketpreis bezieht sich ggf. auf mehrere Passagiere, die + +unter der gleichen Ticketnummer gereist sind. + +Cabin: Die Kabinennummer, falls vorhanden, beginnt mit dem Buchstaben des Decks + +(A bis G, s. Abb. 2.7). Passagiere der 3. Klasse teilten sich vermutlich größere + +Kabinen. Diese Daten sind kaum erfasst. + +Sehen wir uns zu den Namen der Passagiere ein Beispiel an. Der längste Name mit 82 Zeichen ist: Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo). Es handelt sich um Maria Josefa Perez, geborene Soto Vallejo, die mit Victor Satode Peñasco Castellana verheiratet ist. In der heutigen Zeit ist es befremdlich, eine verheiratete Frau mit dem Namen ihres Ehemanns anzusprechen. Dieses Beispiel ist außerdem ein Spezialfall. In Spanien war es üblich, dass Kinder den ersten Nachnamen des Vaters und den ersten Nachnamen der Mutter bekommen. Mit dem Wort y für und können wir beide Nachnamen miteinander verbinden. Um Vor- und Nachnamen leichter zu unterscheiden, können wir zwischen diesen ein de setzen. Die Passagiernamen sind generell nach dem folgenden Schema aufgebaut: , . Optional folgen dann noch Rufnamen in Anführungszeichen oder Geburtsnamen von verheirateten Frauen in runden Klammern. +Die Ticketnummern geben einige Mysterien auf. Der häufigste Präfix ist mit 92 Vorkommen PC. Zu den Ticketnummern mit diesem Präfix gehören ausnahmslos Passagiere der ersten Klasse. Sie zahlten Ticketpreise von ca. 26 bis 512 Pfund für die Reise mit der Titanic. Von den 92 Kabinennummern sind 67 bekannt. In Southampton gingen 20 Passagiere an Bord und 72 weitere stiegen in Cherbourg zu. Die Abkürzung PC könnte bspw. Private Class oder Private Cabin bedeuten. Unter den Passagieren mit den PC-Ticketnummern waren viele Multimillionäre. + +56 + +2 Datenverständnis + +Sophias Welt: Die Multimillionäre auf der Titanic [2, 7] Zu den bekanntesten Multimillionären auf der RMS Titanic gehörte John Jacob Astor4, der mit seiner Ehefrau Madeleine5 reiste. John Jacob war der Urenkel des Pelzhändlers und Immobilienmagnaten Johann Jakob Astor, der aus Walldorf stammte und als erster Multimillionär Amerikas gilt. Im Jahr 1897 baute John Jacob das nach der Familie benannte Astoria Hotel, welches mit dem WaldorfHotel seines Cousins zusammengelegt und in Waldorf-Astoria umbenannt wurde. Als die Titanic mit dem Eisberg kollidierte, nahm John Jacob gerade einen Drink im Rauchersalon zu sich. Er kommentierte den Unfall mit dem Spruch „I asked for ice, but this is ridiculous“. John Jacob überlebte die Katastrophe nicht. Madeleine brachte vier Monate nach dem Untergang den gemeinsamen Sohn John Jacob Astor VI zur Welt. +Der US-amerikanische Geschäftsmann Benjamin Guggenheim6 machte seinerzeit ein geschätztes Vermögen von 380 Mio. Dollar im Bereich Bergbau, insb. mit der Produktion von Kupfer. Er war mit seiner französischen Geliebten Léontine Aubart7 auf der Titanic. Diese Information wurde der Presse jedoch verschwiegen. Beide reisten mit separaten Tickets und belegten unterschiedliche Kabinen, zumindest auf dem gleichen Deck. Benjamin machte nach dem Zusammenstoß auf sich aufmerksam, indem er zusammen mit seinem Butler die beste Abendgarderobe anzog und sagte „We’ve dressed up in our best and are prepared to go down like gentlemen“. Zuvor hatte er Léontine noch in das Rettungsboot Nr. 9 gesetzt. +Isidor Straus8 war ein deutsch-amerikanischer Geschäftsmann und Politiker. Zusammen mit seinem Bruder wurde er 1888 Teilhaber des Kaufhauses Macy’s. An Bord der Titanic war er mit seiner Ehefrau Ida9. Während der Evakuierung bekam Ida einen Platz in Rettungsboot Nr. 8. Isidor durfte jedoch nicht ins Boot, weil er ein Mann war. Daraufhin sagte Ida „We have lived together for many years. Where you go, I go“ und verließ das Rettungsboot. Sie überließ ihrem Dienstmädchen Ellen Bird10 noch ihren Pelzmantel. Die beiden Straus setzten sich schließlich nebeneinander auf ein paar Liegestühle. +Auch Arthur Ryerson und John Thayer gehörten zu den Multimillionären und waren mit ihren Familien an Bord. Von ihnen hören wir noch an anderer Stelle. +Die Ticketnummer LINE kommt vier Mal in den Daten vor. Das ist vermutlich eine Anspielung auf die Reederei White Star Line. Das Unternehmen wurde 1869 von Thomas Ismay gegründet und betrieb regelmäßige Lieferdienste von Europa nach New York. Die Titanic und das etwas ältere Schwesterschiff Olympic waren 1912 die größten Schiffe der White +4 Astor, Col. John Jacob; id: 1094; pclass: 1; sex: male; age: 47; sibsp: 1; parch: 0; ticket: PC 17757; fare: 227,525; cabin: C62 C64; embarked: C; survived: ? [Kaggle]. 5 Astor, Mrs. John Jacob (Madeleine Talmadge Force) ; id: 701; pclass: 1; sex: female; age: 18; sibsp: 1; parch: 0; ticket: PC 17757; fare: 227,525; cabin: C62 C64; embarked: C; survived: 1 [Kaggle]. 6 Guggenheim, Mr. Benjamin; id: 790; pclass: 1; sex: male; age: 46; sibsp: 0; parch: 0; ticket: PC 17593; fare: 79,2; cabin: B82 B84; embarked: C; survived: 0 [Kaggle]. 7 Aubart, Mme. Leontine Pauline; id: 370; pclass: 1; sex: female; age: 24; sibsp: 0; parch: 0; ticket: PC 17477; fare: 69,3; cabin: B35; embarked: C; survived: 1 [Kaggle]. 8 Straus, Mr. Isidor; id: 973; pclass: 1; sex: male; age: 67; sibsp: 1; parch: 0; ticket: PC 17483; fare: 221,779; cabin: C55 C57; embarked: S; survived: ? [Kaggle]. 9 Straus, Mrs. Isidor (Rosalie Ida Blun); id: 1006; pclass: 1; sex: female; age: 63; sibsp: 1; parch: 0; ticket: PC 17483; fare: 221,779; cabin: C55 C57; embarked: S; survived: ? [Kaggle]. 10 Bird, Miss. Ellen; id: 1048; pclass: 1; sex: female; age: 29; sibsp: 0; parch: 0; ticket: PC 17483; fare: 221,779; cabin: C97; embarked: S; survived: ? [Kaggle]. + +2.5 Es leuchtet blau + +57 + +Abb. 2.7 Titanic-Querschnitt mit Anordnung der Decks [6] + +58 + +2 Datenverständnis + +Star Line. Der Reisepreis zur Ticketnummer LINE betrug null Pfund. Der Reisepreis null kommt jedoch insgesamt 17 Mal in den Daten vor. Dabei ist eine Auffälligkeit in den Ticketnummern erkennbar. Es sind nahezu fortlaufenden Nummern ab 112050 bzw. ab 239853. Passagiere, deren Ticketnummer mit der Zahl Eins beginnt, waren erste Klasse gereist. Entsprechend waren diejenigen, deren Ticketnummer mit der Zahl Zwei bzw. Drei beginnt, in der zweiten bzw. dritten Klasse untergebracht. Diese Regel gilt generell, jedoch nur für sechsstellige Ticketnummern ohne Präfix. Kürzere Ticketnummern sind ggf. unvollständig. Sehen wir uns eine Gruppe von Passagieren nun etwas genauer an, die kostenlos mit der Titanic fuhren. + +Sophias Welt: H&W Guarantee Group [7] Die Guarantee Group war ein neunköpfiges Team der Belfaster Werft Harland & Wolff (vgl. Abb. 2.8) unter der Leitung des Schiffsarchitekten Thomas Andrews11. Sie begleitete die Titanic auf ihrer Jungfernfahrt, um unvollendete Arbeiten zu überwachen und auftretende Probleme direkt zu beheben. Den Untergang der Titanic konnten sie jedoch nicht verhindern. Nach Begutachtung der Schäden im vorderen Teil des Schiffes teilte der verantwortliche Konstrukteur Thomas Andrews dem Kapitän Edward J. Smith mit, dass die Titanic voraussichtlich innerhalb von zwei Stunden sinken wird. Die Guarantee Group war zwar in normalen Passagierkabinen der ersten und zweiten Klasse untergebracht, die Mitglieder zählten aber eher zur Besatzung der Titanic. Allenfalls Thomas Andrews stellte eine Ausnahme dar. Er war in Kabine A36 untergebracht, direkt neben dem großen Treppenhaus, welches sechs Decks miteinander verband und von den Passagieren der ersten Klasse häufig frequentiert wurde. Dadurch hatte Andrews während der Reise Kontakt zu diesen Passagieren und nahm auch am gesellschaftlichen Leben teil. Joseph „Joey“ Thompson, ein 34-jähriger Maler und Dekorateur, gehörte zwar auch zur Guarantee Group, er verließ die Gruppe jedoch in Southampton und reiste nach Belfast zurück. Die anderen sieben Männer waren: + +William Campbell12: Roderick Chisholm13: Alfred Fleming Cunningham14: Anthony Wood Frost15: + +20 Jahre, Schreiner, Lehrling, 43 Jahre, Chefzeichner, 21 Jahre, Maschinenschlosser, Lehrling, 38 Jahre, Maschinenschlosser, Vorarbeiter, + +11 Andrews, Mr. Thomas Jr; id: 807; pclass: 1; sex: male; age: 39; sibsp: 0; parch: 0; ticket: 112050; fare: 0; cabin: A36; embarked: S; survived: 0 [Kaggle]. 12 Campbell, Mr. William; id: 467; pclass: 2; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 239853; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. 13 Chisholm, Mr. Roderick Robert Crispin; id: 1158; pclass: 1; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 112051; fare: 0; cabin: ?; embarked: S; survived: ? [Kaggle]. 14 Cunningham, Mr. Alfred Fleming; id: 414; pclass: 2; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 239853; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. 15 Frost, Mr. Anthony Wood „Archie“; id: 482; pclass: 2; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 239854; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. + +2.5 Es leuchtet blau + +59 + +Robert Knight16: Francis Parkes17: William Henry Marsh Parr18: Ennis Hastings Watson19: + +42 Jahre, Chefingenieur, 21 Jahre, Klempner, Lehrling, 29 Jahre, Elektriker, stellv. Abteilungsleiter, 18 Jahre, Elektriker, Lehrling. + +Keiner dieser Männer überlebte die Titanic-Katastrophe. Keiner ihrer Körper wurde geborgen. Während der letzten zwei Stunden des Untergangs ermutigte Thomas Andrews viele Passagiere, ihre Rettungswesten anzulegen und sich zu den Rettungsbooten zu begeben. Er selbst wurde angeblich zuletzt im Rauchersalon der ersten Klasse gesehen. Mit abgelegter Rettungsweste betrachtete der Schiffsarchitekt ein Gemälde an der Wand, starrte aber eigentlich nur noch ins Leere. Allerdings ist das nur eine Legende. Beweise dafür, dass es sich so zugetragen hat, gibt es nicht. + +Die Reisepreise sind als Dezimalzahlen in britischen Pfund angegeben. Zur Zeit der TitanicKatastrophe verwendeten die Engländer ein System aus Pfund Sterling (£), Shilling (s) und Pence (d). Die Abkürzungen s und d gehen auf die lateinischen Bezeichnungen solidus und denarius zurück. Ein Pfund Sterling entsprach 20 Shilling und ein Shilling wiederum hatte einen Wert von 12 Pence. Damit entsprachen 240 Pence genau einem Pfund Sterling. Ein Reisepreis von bspw. £7 17 s 6d betrug umgerechnet 7,875 Pfund. Wir benutzen Dezimalzahlen, denn diese lassen sich einfacher speichern und verarbeiten. + +Frage 4: Gibt es fehlende Daten? Gibt es Gründe dafür? Ja, zu fünf Attributen gibt es fehlende Werte. + +Survived: 418 fehlende Werte. Das sind genau die Datensätze in den Testdaten. Zu diesen + +erstellen wir später Prognosen. Das ist in Ordnung. + +Age: + +263 fehlende Werte. Die Passagiere mussten beim Kauf des Tickets nicht ihr + +Geburtsdatum angeben. Jedoch mussten sie ihr Alter nennen bzw. anführen, ob + +sie zu den Erwachsenen zählen (s. Abb. 2.9). Anhand dieser Angaben berech- + +neten die Verkäufer den Ticketpreis. Vermutlich erfassten die Verkäufer diese + +Angaben nicht vollständig oder sie gingen verloren. Erst in jüngster Zeit nach + +dem Untergang wurden diese Daten dann zusammengetragen. Nach so langer + +Zeit ist es jedoch schwer, diese fehlenden Daten zu rekonstruieren. + +Fare: + +1 fehlender Wert. Reisepreis und Ticket sind normalerweise miteinander ver- + +bunden. Zumindest notierte der Verkäufer normalerweise den Preis unten auf + +16 Knight, Mr. Robert J; id: 733; pclass: 2; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 239855; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. 17 Parkes, Mr. Francis „Frank“; id: 278; pclass: 2; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 239853; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. 18 Parr, Mr. William Henry Marsh; id: 634; pclass: 1; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 112052; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. 19 Watson, Mr. Ennis Hastings; id: 675; pclass: 2; sex: male; age: ?; sibsp: 0; parch: 0; ticket: 239856; fare: 0; cabin: ?; embarked: S; survived: 0 [Kaggle]. + +60 + +2 Datenverständnis + +Abb. 2.8 Arbeiter im Trockendock der Werft von Harland & Wolff in Belfast in der Nähe der Schrauben der Olympic – aufgenommen von Robert Welch20 [8]. Die Schiffe Titanic und Olympic unterscheiden sich u. a. anhand der mittleren Schiffsschraube (Olympic: vier Flügel, Titanic: drei Flügel) +dem Papierticket (s. Abb. 2.9). Warum ein Preis fehlt, ist unklar. Vermutlich war das ein Flüchtigkeitsfehler in der Buchhaltung der Reederei White Star Line. Cabin: 1014 fehlende Werte. Warum so viele Daten nicht erfasst sind, hängt vermutlich mit den damaligen Prozessen zusammen. Die fehlenden Werte betreffen hauptsächlich Passagiere der dritten Klasse. Diese konnten keine feste Kabine im Voraus reservieren. Auf dem Ticket fehlt ein solches Feld (s. Abb. 2.9). Erst beim Boarding verteilte die Crew diese Passagiere dann auf die freien Kabinen. Aus diesem Grund gibt es auch keinerlei Dokumentation über diese Verteilung oder sie ist zusammen mit der Titanic untergegangen. Embarked: 2 fehlende Werte. Diese Information sollte ebenfalls auf dem Ticket vermerkt worden sein. Vermutlich sind das wieder Flüchtigkeitsfehler. +20 Robert John Welch, 22.07.1859 in Strabane, † 29.09.1936 in Belfast, irischer Fotograf, beauftragt von Harland & Wolff zur Dokumentation der Konstruktion der Schiffe der Olympic-Klasse. + +2.5 Es leuchtet blau + +61 + +Abb. 2.9 Template eines Dritte-Klasse-Tickets der White Star Line [9] +Abb. 2.9 zeigt die Vorlage eines Tickets für Passagiere der dritten Klasse. Oben rechts ist die Ticketnummer zu finden. Oben links gaben die Passagiere die Schlafplätze an. Zur Auswahl standen: male, female, married. Gemäß dieser Angaben konnte die Crew dann die Passagiere auf die Kabinen der dritten Klasse verteilen. Als Hafen ist in diesem Beispiel Liverpool im normalen Text gesetzt. Dies war der Heimathafen der Titanic und Sitz der Reederei White Star Line. In späteren Versionen dieser Vorlage gab es dann ein Freitextfeld für den Abfahrtshafen. In der Tabelle unten links konnte der Verkäufer die Namen, das Alter und den Status der Passagiere eintragen. Mit Status war gemeint, ob der jeweilige Passagier als Erwachsener (engl. Adult) zählte oder nicht. Auf dieser Basis berechnete der Verkäufer den Ticketpreis und schrieb ihn unter die Tabelle. Der Verkäufer kopierte diese Informationen schließlich handschriftlich auf den Beleg (rechts). +Warum gibt es generell so viele fehlende Werte? Es könnte sein, dass die verantwortlichen Kaggle-Mitarbeiter ihre Recherchen irgendwann einstellten, um die Datenqualität zu verbessern, denn dieser zeitliche Aufwand ist mit Kosten verbunden. Kaggle startete den Wettbewerb im Jahr 2012, also genau 100 Jahre nach dem Unglück. Eventuell gab es Druck, um noch rechtzeitig in diesem besonderen Jahr mit dem Wettbewerb zu starten. Andererseits + +62 + +2 Datenverständnis + +ist ein solcher Wettbewerb eine Herausforderung für angehende Data Scientists. Insofern schadet es auch nichts, wenn die Datenqualität nicht optimal ist. In der Beantwortung der Frage Nr. 11 kommen wir darauf zurück. +Frage 5: Sind die Daten präzise genug für die Analyse? Jein. Zur Beantwortung der Frage gehen wir alle Attribute durch. Wenn Datenwerte vorliegen, dann sind diese präzise. Die einzige Ausnahme bildet das Attribut Age, also das Alter. Hier kommen auch Kommazahlen vor. Bei Babys ist das normal, denn deren Alter geben wir gewöhnlich in Monaten an. Ein zwei Monate altes Baby ist 2/12 = 0,17 Jahre alt. In anderen Fällen wurde das Alter geschätzt. Ein Alter von bspw. 28,5 Jahren bedeutet jedoch nicht zwangsläufig, dass der Passagier vermutlich zwischen 28 und 29 Jahre alt war. Vielmehr bedeutet dieser Wert, dass die beste Schätzung 28 Jahre ist. Das genaue Alter ist jedoch nicht bekannt. +Sehen wir uns die Datensätze zu den Passagieren mit einem geschätzten Alter in den Trainingsdaten genauer an. Es sind 18 Datensätze. Die Schätzwerte gehen von 14,5 bis 70,5. Unter den 18 Passagieren waren 15 Männer und drei Frauen. Nur eine der Frauen überlebte, also starben 17 Passagiere. Daraus könnten wir theoretisch eine Regel ableiten. +Sophias Welt: CS Mackay-Bennett [7, 10] Das Cable Ship Mackay-Bennett war normalerweise für Reparaturarbeiten an Seekabeln im Nordatlantik zuständig. Kurz nach dem Untergang der Titanic charterte die White Star Line dieses Schiff zum Zweck der Bergung der Toten. Die Mackay-Bennett verließ Halifax am 17. April 1912 um 12:28 Uhr mittags und brauchte wegen Nebels und einer rauen See knapp vier Tage bis zur Unglücksstelle. Am 21. April 1912 ab 6 Uhr morgens begann die Bergung der Opfer. Innerhalb von sieben Tagen barg die Crew 306 Leichname und bestattete 116 davon direkt auf See. Der Gerichtsmediziner von Halifax und Dartmouth, Dr. William D. Finn, erstellte ein nummeriertes Register und beschrieb jeden Leichnam. Abb. 2.10 zeigt ein Beispiel. Leslie Williams21 konnte zwar identifiziert werden, sein Alter wurde aber nur geschätzt: 28 Jahre. In den Kaggle-Daten ist hierzu der Wert 28,5 gespeichert. Sein tatsächliches Alter war 24 Jahre. Der Boxer aus Wales war in der dritten Klasse mit dem Ticket Nr. 54636 ab Southampton gereist. Unter dieser Ticketnummer war auch David Bowen22 unterwegs, ein 20-jähriger Boxer. Die beiden wollten in den USA an einigen Boxwettkämpfen teilnehmen. Ursprünglich hatten sie geplant, mit dem Schiff Baltic zu fahren. Sie änderten jedoch ihre Pläne, um sich noch neue Maßanzüge schneidern zu lassen. Am 22.04.1912 wurde der Leichnam von Leslie Williams auf See bestattet. Die Leiche von David Bowen wurde nicht gefunden oder konnte nicht identifiziert werden. Für die Bergung des Leichnams von John Jacob Astor mit der Nr. 124 bekam die Crew übrigens eine Belohnung von 100.000 Dollar. + +21 Williams, Mr. Leslie; id: 736; pclass: 3; sex: male; age: 28,5; sibsp: 0; parch: 0; ticket: 54636; fare: 16,1; cabin: ?; embarked: S; survived: 0 [Kaggle]. 22 Bowen, Mr. David John „Dai“; id: 625; pclass: 3; sex: male; age: 21; sibsp: 0; parch: 0; ticket: 54636; fare: 16,1; cabin: ?; embarked: S; survived: 0 [Kaggle]. + +2.5 Es leuchtet blau + +63 + +Abb. 2.10 Aufzeichnung zur gefundenen Leiche Nr. 14 [11] +Die Kaggle-Daten zum geschätzten Alter der Passagiere basieren also auf dem Register der Aufzeichnungen des Bergungsschiffs Mackay-Bennett. Eine Regel wie bspw. „Wenn das Alter geschätzt ist, dann gilt Survived = 0“ zu formulieren, ist jedoch nicht sinnvoll. Denn in zukünftigen Szenarien würden wir Passagiere von Schiffsreisen bzw. potenziellen Kunden von Lebensversicherungen nach ihrem Geburtsdatum fragen. Daraus können wir das Alter exakt bestimmen. Diese Regel würden wir somit nie anwenden. Wenn ein potenzieller Kunde sein Geburtsdatum nicht angeben möchte, dann bekommt er auch kein Versicherungsangebot unterbreitet. Außerdem würde die Anwendung einer solchen Regel zu einer Verzerrung führen. Sehen wir uns hierzu ein Beispiel an. +Achtung Verzerrung (Bias) Forscher der Stanford University veröffentlichten 2017 eine Arbeit zur Erkennung von Hautkrebs mit Hilfe von Deep Learning in der Zeitschrift Nature [12]. Anhand der Aufnahmen von Hautveränderungen auf 129.450 klinischen Bildern trainierten sie einen Algorithmus, um gefährliche Melanome möglichst treffsicher zu klassifizieren. Das Problem dabei war jedoch, dass die Mediziner auf einigen Aufnahmen ein Lineal als Maßstab benutzten, um die Melanome zu vermessen. Der Algorithmus lernte die Regel „Wenn ein Lineal auf dem Bild ist, dann ist die Hautveränderung bösartig“.Damit war das ML-Modell unbrauchbar. Die Wissenschaftler um Roberto A. Novoa hätten die Daten vorher bereinigen müssen. Nach der Veröffentlichung des ersten Artikels erkannten sie diesen Bias und andere Schwierigkeiten im Umgang mit klinischen Aufnahmen. Ein Jahr später thematisierten sie diese Herausforderungen in einem Artikel des Journal of Investigative Dermatology [13]. +Wie übertragen wir dieses Wissen auf unserer Fallstudie? Wir sollten nicht zu viel in die Schätzungen des Alters hinein interpretieren. Es sind ungenaue Werte. Das müssen wir + +64 + +2 Datenverständnis + +akzeptieren. Solche Ungenauigkeiten sind vernachlässigbar, weil insgesamt sogar 263 Werte zum Alter fehlen (s. Frage Nr. 4). +Frage 6: Sind die Daten aktuell? Nein. Es sind historische Daten, die bereits über 110 Jahre alt sind. Das erste Referenzdatum ist der 18.04.1912. An diesem Tag lief das Schiff Carpathia mit 703 [14] bzw. 705 [15] Überlebenden im Hafen von New York ein. Zu diesem Zeitpunkt waren prinzipiell alle Daten zu dieser Fallstudie vorhanden. Möglicherweise war nicht alles dokumentiert. Dokumente lagen zu dieser Zeit nur in Papierform vor. Das zweite Referenzdatum ist der 28.09.2012. An diesem Datum startete der Kaggle-Wettbewerb [16]. Die Daten, die wir verarbeiten, sind also inzwischen mehr als 10 Jahre alt. Das dritte Referenzdatum ist der 02.08.1999. An diesem Tag wurden die Daten ursprünglich veröffentlicht (s. hierzu die Beantwortung der Frage Nr. 11). Damit sind die Daten sogar mehr als 20 Jahre alt. Die Referenz für Daten zur Titanic-Katastrophe ist die Webseite Encyclopedia Titanica (ET): https://www.encyclopedia-titanica.org. Sie basiert auf Citizen Science bzw. Schwarmintelligenz. Philip Hind gründete 1996 diese Initiative. Auch in den letzten 20 Jahren gab es noch viele Diskussionen und Fortschritte bei den Recherchen zu den Daten rund um die Titanic-Katastrophe [17]. Beispielsweise sind auf der Seite Informationen zu 712 Überlebenden zu finden. Möglicherweise wurden ursprünglich sechs Passagiere nicht gezählt, auf deren Schicksal wir noch eingehen (s. Abschn. 18.5). Selbst dann bleibt eine Unstimmigkeit. +Frage 7: Gibt es doppelte Datenobjekte? Nein. Wenn wir die Daten nach den Namen der Passagiere alphabetisch sortieren, dann finden wir keine Doppelungen. Allerdings gibt es alleinreisende Passagiere der dritten Klasse mit gleichen Namen (vgl. Tab. 2.2). + +Sophias Welt: Kate Connelly [7] Die beiden Frauen mit dem Namen Kate Connelly aus Tab. 2.2 kamen aus Irland und reisten ab Queenstown. Die jüngere Catherine „Kate“ Connelly aus Cortrasna wollte ihre Schwester Ellen in + +Tab. 2.2 Titanic-Daten des Kaggle-Wettbewerbs: Passagiere mit gleichen Namen + +PassengerId Name + +Age Ticket + +Fare + +Embarked + +290 + +Miss Kate 22 370373 + +7,750 + +Q + +Connelly + +898 + +Miss Kate 30 330972 + +7,629 + +Q + +Connelly + +697 + +Mr. James 44 363592 + +8,050 + +S + +Kelly + +892 + +Mr. James 34,5 330911 + +7,829 + +Q + +Kelly + +Survived 1 ? 0 ? + +2.5 Es leuchtet blau + +65 + +New York besuchen. Ihre ältere Namenscousine aus Tipperary war ebenfalls auf dem Weg in den Staat New York, wo sie hoffte in Dobbs Derry eine Arbeit zu finden, um der Familie damit zu helfen. Ihre Schwester Maggie war an Tuberkulose erkrankt. Allerdings überlebte nur die jüngere Kate. Die identischen Namen der beiden Irinnen sorgten für Verwirrungen. Zunächst wurden die beiden verwechselt. Dadurch durchlebten die Angehörigen ein Wechselbad der Gefühle. Kates Familie aus Tipperary bekam schließlich 40 Pfund von einem Hilfskomitee in England als finanzielle Hilfe. Das amerikanische Rote Kreuz unterstützte sie mit einem Betrag im Gegenwert des Reisepreises. Das Alter der Frauen in den Kaggle-Daten ist nicht korrekt. Die überlebende Kate war 23 und nicht 22 Jahre alt. Die verstorbene Miss Connelly aus Tipperary war dagegen 41 statt 30 Jahre alt. +Frage 8: Sind die Daten sinnvoll im Hinblick auf das Erreichen der Datenziele? Gute Frage! Wir benötigen die PassengerId, um Passagiere eindeutig zu identifizieren. Dieses Attribut ist also wichtig für die Prognose zu den 418 Passagieren der Testdaten. Für das Training ist dieses Attribut aber irrelevant. Inwiefern die anderen Attribute hilfreich sind, können wir noch nicht mit Sicherheit sagen. Auf den ersten Blick scheint die Ticketnummer keine große Relevanz zu haben. Ansonsten betrachten wir die Ergebnisse der Korrelationsanalyse. In dieser analysieren wir allerdings nur numerische Attribute. Beispielsweise verwenden wir nicht das Attribut Sex, weil es ein String ist. Wir betrachten auch nur paarweise lineare Korrelationen und sehen uns dabei insb. Korrelationen zum Zielattribut Survived an. Den stärksten Zusammenhang zeigt Pclass. Der Korrelationskoeffizient beträgt −0,338 und ist negativ. Passagiere der ersten Klasse haben also eine höhere Überlebenswahrscheinlichkeit als die der zweiten oder dritten Klasse. Die zweithöchste Korrelation zeigt die Paarung Fare und Survived. Der Korrelationskoeffizient beträgt +0,257. Mit steigendem Reisepreis steigt auch die Überlebenswahrscheinlichkeit. Die Korrelationskoeffizienten sind aber weit von +1 bzw. −1 entfernt. Die Zusammenhänge sind also schwach. +Frage 9: Gibt es fehlerhafte Daten? Gibt es Ausreißer? Ja, beides. Mit Hilfe von Streudiagrammen und Box-Plots visualisieren wir die Daten und suchen nach Ausreißern. Diese müssen aber keine Fehler in den Daten sein. Sehen wir uns zunächst die Streudiagramme für die Trainingsdaten an. In Abb. 2.11 erkennen wir im linken oberen Diagramm, dass die Reisepreise (Attribut Fare) in der ersten Klasse sehr viel höher waren als die in den anderen Klassen (Attribut Pclass). Es gab auch mind. einen Reisepreis größer als 500 Pfund. Das ist ein Ausreißer. Aber ist dieser Wert auch ein Fehler? Im Streudiagramm rechts oben sind die Reisepreise gegenüber dem Alter (Attribut Age) aufgetragen. Im Streudiagramm direkt darunter ist die Passagierklasse gegenüber dem Alter aufgetragen. Mit steigendem Alter verschiebt sich die Reise zugunsten einer besseren Klasse. Es gab auch Passagiere, die mit acht Geschwistern/Partnern (Attribut SibSp) gereist sind oder die sechs Eltern/Kinder (Attribut Parch) dabei hatten (s. Streudiagramm unten links). Abb. 2.12 zeigt zwei spezielle Streudiagramme zum Alter gegenüber dem Geschlecht, einen Strip-Plot (oben) und einen Swarm-Plot (unten). Wir erkennen anhand dieser Diagramme, dass mehr männliche als weibliche Passagiere (Attribut Sex) auf der Titanic waren. Bei den Männern + +66 + +2 Datenverständnis + +Abb. 2.11 Streudiagramme zu Pclass vs. Fare (links oben), Age vs. Fare (rechts oben), SibSp vs. Parch (links unten) und Age vs. Pclass (rechts unten) – erstellt mit dem Seaborn-Paket +gab es ältere Passagiere (Attribut Age) als bei den Frauen. Der älteste Mann war 80 Jahre, die älteste Frau war über 60 Jahre. Bei einem Alter von knapp 30 Jahren liegen zwei ausgeprägte Häufungspunkte im Swarm-Plot. Diese Häufungspunkte erkennen wir deutlicher, wenn wir nur die Trainingsdaten wie in diesem Beispiel betrachten. Sind das Ausreißer oder Fehler? Nein! Damit wir diese Diagramme erstellen konnten, mussten wir die fehlenden 177 Werte des Attributs Age in den Trainingsdaten zunächst behandeln. Wir ersetzten die fehlenden Werte durch den Mittelwert des Alters aller Passagiere der Trainingsdaten, also durch den Wert 29,7. Abb. 2.13 zeigt, wie sich die Altersverteilung ändert, wenn wir diese Ersetzung vornehmen. Diese speziellen Histogramme zeigen zusätzlich eine stetige Verteilungsfunktion (engl. Distribution Function). Bei der Erstellung der Box-Plots können wir angeben, ob wir Ausreißer darstellen möchten oder nicht. Abb. 2.14 und 2.15 zeigen BoxPlots zu den Attributen Fare und Age. Links sind jeweils die Box-Plots mit Ausreißer und rechts die ohne Ausreißer darstellt. Wir führten diese Analyse jeweils für drei Datenmengen durch. Zunächst betrachteten wir die Trainings- und Testdaten separat, danach führten wir sie zusammen. Zwischen den Trainings- und Testdaten zeigen sich keine nennenswerten Abweichungen in den Verteilungen zu diesen Attributen. Die Ausreißer zum Attribut Fare sind jedoch extrem im Vergleich zu den Ausreißern des Attributs Age. +Als Ergebnisse halten wir u. a. fest: Die Hälfte der Passagiere zahlten einen Ticketpreis zwischen ca. 8 und 31 Pfund, der Median beträgt ca. 14,5 Pfund. Von den Passagieren + +2.5 Es leuchtet blau + +67 + +Abb. 2.12 Strip-Plot (oben) und Swarm-Plot (unten) zu Sex vs. Age – erstellt mit dem Seaborn-Paket + +waren 50 % zwischen 20 und 38 Jahre alt, der Median ist 28 Jahre. In den Box-Plots zum Attribut Fare liegt der Median relativ weit unten, auch dann, wenn wir keine Ausreißer berücksichtigen. Das weist bereits auf eine rechtsschiefe Verteilung der Werte hin. Abb. 2.16 zeigt das Histogramm zu den Ticketpreisen, überlagert von einer Dichteverteilung. Die rechtsschiefe Verteilung hat einen langen Schwanz (engl. Tail), der die Ausreißer enthält. Mit Hilfe des statistischen Maßes Skewness bestimmen wir die Schiefe einer Verteilung. Eine symmetrische Verteilung hat eine Skewness von null. Eine linksschiefe Verteilung hat eine negative und eine rechtsschiefe Verteilung eine positive Skewness. Je größer dieser Wert, desto stärker die Schiefe. Der KNIME-Knoten Statistics zeigt u. a. diese Werte (s. Abb. 2.17). Für das Attribut Fare bekommen wir eine Skewness von 4,368 – also einen vergleichsweise hohen Wert. Nun sehen wir uns die Daten etwas genauer an. Mit Hilfe einer Ausreißeranalyse suchten wir nach Ausreißern der Attribute Fare, Age und SibSp. Die folgenden Ergebnisse fanden wir heraus. + +68 +Abb. 2.13 Histogramme zum Attribut Age vor (oben) und nach (unten) der Behandlung fehlender Werte – erstellt mit dem Seaborn-Paket + +2 Datenverständnis + +Abb. 2.14 Box-Plots zum Attribut Fare – erstellt mit dem Matplotlib-Paket + +2.5 Es leuchtet blau + +69 + +Abb. 2.15 Box-Plots zum Attribut Age – erstellt mit dem Matplotlib-Paket +Abb. 2.16 Histogramm zum Attribut Fare – erstellt mit dem Seaborn-Paket + +Abb.2.17 Ergebnis des KNIME-Knotens Statistics. Hervorgehoben ist die Skewness, die Schiefe der Verteilungen + +70 + +2 Datenverständnis + +Fare: 20 Passagiere zahlten einen Ticketpreis von mehr als 240 Pfund. Insbesondere Familie Cardeza stach dabei heraus. Für 17 Passagiere war die Überfahrt frei. +Age: 9 Passagiere waren 67 Jahre oder älter. SibSp: Die Großfamilien Sage und Goodwin fielen auf. +Sophias Welt: Familie Cardeza [2, 7] Charlotte Cardeza23 trat mit ihrem Sohn Thomas24 die Reise mit der Titanic an. Begleitet wurden die beiden von Annie Moore Ward25, dem Dienstmädchen von Mrs. Cardeza, und von Gustave Lesueur26, dem Butler von Thomas. Der Gesamtpreis für das Ticket mit der Nummer PC 17755 betrug ca. 512 Pfund. In der heutigen Zeit wäre das ein Betrag von etwa 80.000 Euro, also ein kleines Vermögen für eine Atlantik-Überfahrt. Mutter und Sohn belegten die Kabinen B51, B53 und B55. Diese waren besonders luxuriös und hatten sogar ein eigenes, wettergeschütztes Promenadendeck von 15 Metern Länge. Auf dem etwas älteren, aber ansonsten fast baugleichen, Schwesterschiff Olympic gab es diese Luxus-Suiten noch nicht. Im Titanic-Film von James Cameron wurden diese Kabinen von Rose DeWitt Bukater und ihrem Verlobten belegt. Auf der gegenüberliegenden Seite der Titanic lagen identische Luxus-Kabinen mit den Nummern B52, B54 und B56. Hier war der Geschäftsführer der White Star Line untergebracht: Joseph Bruce Ismay27. Als Präsident der Reederei reiste er gratis. Diese fünf Erste-Klasse-Passagiere überlebten den Untergang. +Wenn wir uns die Trainingsdaten zu diesen Luxus-Kabinen genauer ansehen, dann stellen wir fest, dass die Kabinen B51, B53 und B55 auch dem Passagier Frans Olof Carlsson28 zugeordnet wurden. Er reiste laut Kaggle allein ab Southampton in der ersten Klasse mit einem 5-Pfund-Ticket zur Nummer 695 und überlebte nicht. Das ist ein Widerspruch, weil diese Kabinen bereits durch die Familie Cardeza belegt waren. Den nächst höheren Ticketpreis nach Familie Cardeza zahlte übrigens die sechsköpfige Familie Fortune, nämlich 263 Pfund. Der englischen Begriff fortune bedeutet u. a. Reichtum bzw. Vermögen. +Von den neun ältesten Passagieren gehören zwei Datenobjekte zu den Testdaten. Von den anderen sieben überlebte nur einer: Algernon Barkworth, 80 Jahre. Er war laut den Kaggle- + +23 Cardeza, Mrs. James Warburton Martinez (Charlotte Wardle Drake); id: 1235; pclass: 1; sex: female; age: 58; sibsp: 0; parch: 1; ticket: PC 17755; fare: 512,329; cabin: B51 B53 B55; embarked: C; survived: ? [Kaggle]. 24 Cardeza, Mr. Thomas Drake Martinez; id: 680; pclass: 1; sex: male; age: 36; sibsp: 0; parch: 1; ticket: PC 17755; fare: 512,329; cabin: B51 B53 B55; embarked: C; survived: 1 [Kaggle]. 25 Ward, Miss. Anna; id: 259; pclass: 1; sex: female; age: 35; sibsp: 0; parch: 0; ticket: PC 17755; fare: 512,329; cabin: ?; embarked: C; survived: 1 [Kaggle]. 26 Lesueur, Mr. Gustave J; id: 738; pclass: 1; sex: male; age: 35; sibsp: 0; parch: 0; ticket: PC 17755; fare: 512,329; cabin: B101; embarked: C; survived: 1 [Kaggle]. 27 Ismay, Mr. Joseph Bruce; id: 1264; pclass: 1; sex: male; age: 49; sibsp: 0; parch: 0; ticket: 112058; fare: 0; cabin: B52 B54 B56; embarked: S; survived: ? [Kaggle]. 28 Carlsson, Mr. Frans Olof; id: 873; pclass: 1; sex: male; age: 33; sibsp: 0; parch: 0; ticket: 695; fare: 5; cabin: B51 B53 B55; embarked: S; survived: 0 [Kaggle]. + +2.5 Es leuchtet blau + +71 + +Daten der älteste Passagier der Titanic. Die älteste Frau war Julia Florence Cavendish, 76 Jahre. Allerdings nur in den Kaggle-Daten. +Sophias Welt: Die ältesten Passagiere der Titanic [7] Der älteste Passagier der Titanic war mit 74 Jahren der Farmer Johan Svensson29 aus Jönköping, Schweden. Seine Frau Brita war am 2. Februar 1912 gestorben, also gut zwei Monate vor der Jungfernfahrt der Titanic. Sein Sohn Johan Ekström30 war bereits im Jahr 1890 nach Nordamerika ausgewandert. Er lebte seit 1900 auf einer Farm in South Dakota, zusammen mit seiner Frau Annie, ihren sechs Kindern (zwei bis 18 Jahre) und der 80-jährigen Schwiegermutter. Nach dem Tod seiner Mutter wollte er seinen Vater aus Schweden zu sich und seiner Familie nach South Dakota holen. Beide Männer kamen jedoch bei dem Unglück ums Leben. Die Farm war noch mit einer Hypothek von 3600 Dollar belastet. Außerdem hatte Johan Ekström 400 Dollar Schulden bei der Bank. Er nahm u. a. Geld auf, um die Reise nach Schweden und zurück zu finanzieren. Johan Ekström hatte die Hypothekenzinsen immer pünktlich gezahlt. Er war bis zu diesem Zeitpunkt nie in Verzug gekommen. Nun drohte der Familie auch eine finanzielle Katastrophe. Das Rote Kreuz sowie der Titanic Relief Fund halfen schließlich aus und beglichen sämtliche Schulden. +Die älteste Frau auf der Titanic war mit 64 Jahren die Witwe Mary Eliza Compton31. Sie war in der ersten Klasse mit ihren beiden Kindern Alexander Taylor32 und Sara Rebecca33 unterwegs. Mit dem Rettungsboot Nr. 14 wurden die beiden Frauen in Sicherheit gebracht. Alexander überlebte die Katastrophe nicht. +Algernon Barkworth34 ist 1945 im Alter von 80 Jahren verstorben. Auf der Titanic war er dagegen erst 47 Jahre alt. Julia Florence Cavendish35 starb 1963 im Alter von 76 Jahren. Auf der Titanic war sie demnach erst 25 Jahre alt. Diese nach Kaggle vermeintlich ältesten männlichen und weiblichen Passagiere überlebten das Schiffsunglück. In den Kaggle-Daten ist jedoch deren Sterbealter vermerkt und nicht das tatsächliche Alter im Jahr 1912. +Zur Familie Sage gehörten insgesamt elf Personen. Sie reisten dritter Klasse unter dem Ticket mit der Nummer CA. 2343 zum Preis von 69,55 Pfund ab Southampton. Nur das Alter von Master William Henry Sage ist mit 14,5 Jahren angegeben, wenn auch nur geschätzt. Vier der Familienmitglieder sind den Testdaten zugeordnet. Die sieben Personen der Trainingsdaten + +29 Svensson, Mr. Johan; id: 852; pclass: 3; sex: male; age: 74; sibsp: 0; parch: 0; ticket: 347060; fare: 7,775; cabin: ?; embarked: S; survived: 0 [Kaggle]. 30 Ekstrom, Mr. Johan; id: 130; pclass: 3; sex: male; age: 45; sibsp: 0; parch: 0; ticket: 347061; fare: 6,975; cabin: ?; embarked: S; survived: 0 [Kaggle]. 31 Compton, Mrs. Alexander Taylor (Mary Eliza Ingersoll); id: 1071; pclass: 1; sex: female; age: 64; sibsp: 0; parch: 2; ticket: PC 17756; fare: 83,158; cabin: E45; embarked: C; survived: 1 [Kaggle]. 32 Compton, Mr. Alexander Taylor Jr; id: 1073; pclass: 1; sex: male; age: 37; sibsp: 1; parch: 1; ticket: PC 17756; fare: 83,158; cabin: E52; embarked: C; survived: ? [Kaggle]. 33 Compton, Miss. Sara Rebecca; id: 836; pclass: 1; sex: female; age: 39; sibsp: 1; parch: 1; ticket: PC 17756; fare: 83,158; cabin: E49; embarked: C; survived: 1 [Kaggle]. 34 Barkworth, Mr. Algernon Henry Wilson; id: 631; pclass: 1; sex: male; age: 80; sibsp: 0; parch: 0; ticket: 27042; fare: 30; cabin: A23; embarked: S; survived: 1 [Kaggle]. 35 Cavendish, Mrs. Tyrell William (Julia Florence Siegel); id: 988; pclass: 1; sex: female; age: 76; sibsp: 1; parch: 0; ticket: PC 19877; fare: 78,85; cabin: C46; embarked: S; survived: ? [Kaggle]. + +72 + +2 Datenverständnis + +überlebten nicht. Es ist also anzunehmen, dass die anderen vier auch nicht überlebten. Sehr ähnlich sieht es bei der zweitgrößten Familie aus. +Sophias Welt: Familie Goodwin und das unbekannte Kind [7, 18, 19] Familie Goodwin wollte in den USA ein neues Leben beginnen. Die Goodwins bestanden aus acht Personen. Augusta Goodwin36, 43 Jahre, reiste zusammen mit ihrem Mann, Frederick Joseph37, 42 Jahre, und ihren sechs Kindern: +• Lillian Augusta38, 16 Jahre, • Charles Edward39, 14 Jahre, • William Frederick40, 13 Jahre, • Jessie Allis Mary41, 12 Jahre, • Harold Victor42, 10 Jahre, • Sidney Leslie43, 1 Jahr und 7 Monate. +Der Bruder von Frederick Goodwin war bereits in den Bundesstaat New York ausgewandert. Er lebte in Niagara Falls, wo zu dieser Zeit in der Nähe ein neues Kraftwerk gebaut und nach Arbeitskräften gesucht wurde. Die Goodwins verkauften ihr Haus in Fulham und machten sich auf den Weg. Sie reisten dritter Klasse ab Southampton. Frederick und seine beiden Söhne waren im Bug des Schiffes untergebracht. Augusta, die Mädchen sowie der kleine Sidney hatten dagegen im Heckbereich ihre Kabine. Bei der Evakuierung der Titanic waren bereits alle Rettungsboote zu Wasser gelassen worden, bevor sich die Goodwins zusammengefunden hatten. Das Bergungsschiff Mackay-Bennett fand früh am Morgen des 21. April 1912 die Leiche eines kleinen Jungen. Die Registerkarte bekam die Nr. 4. Die Crew konnte den Jungen nicht identifizieren. Er wurde am 4. Mai 1912 auf dem Friedhof Fairview Lawn in Halifax beigesetzt. Der Grabstein trug den Namen Unknown child. Die Identität des Kindes konnte viele Jahre nicht zweifelsfrei geklärt werden. Die erste Vermutung war Gösta Leonard Pålsson, ein zweijähriger Junge aus Schweden. Im Jahr 2001 starteten der Marinegeologe Alan Ruffman aus Halifax und der Anthropologe Ryan L. Parr von der Universität Lakehead in Ontario ein Projekt zur Identifikation, welches sie viele Jahre beschäftigen sollte. Im Mai 2001 wurde zunächst die Leiche des unbekannten Kindes exhumiert. Die Wissenschaftler konnten DNA +36 Goodwin, Mrs. Frederick (Augusta Tyler); id: 679; pclass: 3; sex: female; age: 43; sibsp: 1; parch: 6; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: 0 [Kaggle]. 37 Goodwin, Mr. Charles Frederick; id: 1031; pclass: 3; sex: male; age: 40; sibsp: 1; parch: 6; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: ? [Kaggle]. 38 Goodwin, Miss. Lillian Amy; id: 72; pclass: 3; sex: female; age: 16; sibsp: 5; parch: 2; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: 0 [Kaggle]. 39 Goodwin, Mr. Charles Edward; id: 684; pclass: 3; sex: male; age: 14; sibsp: 5; parch: 2; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: 0 [Kaggle]. 40 Goodwin, Master. William Frederick; id: 60; pclass: 3; sex: male; age: 11; sibsp: 5; parch: 2; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: 0 [Kaggle]. 41 Goodwin, Miss. Jessie Allis; id: 1032; pclass: 3; sex: female; age: 10; sibsp: 5; parch: 2; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: ? [Kaggle]. 42 Goodwin, Master. Harold Victor; id: 481; pclass: 3; sex: male; age: 9; sibsp: 5; parch: 2; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: 0 [Kaggle]. 43 Goodwin, Master. Sidney Leonard; id: 387; pclass: 3; sex: male; age: 1; sibsp: 5; parch: 2; ticket: CA 2144; fare: 46,9; cabin: ?; embarked: S; survived: 0 [Kaggle]. + +2.5 Es leuchtet blau + +73 + +aus einem Knochenfragment und drei Zähnen extrahieren. Die ersten DNA-Untersuchungen ergaben im November 2002 einen neuen Treffer: Eino Viljami Panula, 1 Jahr und 1 Monat, aus Finnland. Allerdings war zu diesem Zeitpunkt die DNA-Analyse noch nicht vollständig abgeschlossen. Im Februar 2003 betrug die Wahrscheinlichkeit nur noch 50 % für diesen Treffer. Erst im Juli 2008 stellte sich heraus, dass es sich bei dem unbekannten Kind um Sidney Leslie Goodwin handelt. Hierbei halfen verbesserte DNA-Analysen sowie ein Paar Schuhe. Normalerweise wurden die Habseligkeiten der geborgenen Opfer den Verwandten geschickt, ansonsten verbrannt. Der zuständige Polizist verschonte die kleinen Schuhe von Leichnam Nr. 4. Im Jahr 2002 stifteten die Enkel des Polizisten dieses Artefakt dem Maritime Museum of Atlantic in Halifax. Für ein 13 Monate altes Kind waren diese Schuhe jedoch viel zu groß. Am 5. April 2010 veröffentlichten die beiden Wissenschaftler sowie Kollegen einen abschließenden Artikel in der Zeitschrift Forensic Science International: Genetics. Damit war die Suche nach dem unbekannten Kind beendet. +Zusammenfassend halten wir fest, dass es einige Ausreißer gibt. Die Titanic war ein extrem luxuriöses Schiff. Das war ihr Alleinstellungsmerkmal. Deshalb zahlten einige Passagiere auch exorbitante Preise für diesen Luxus. In der damaligen Zeit waren große Familien auch völlig normal. Ungewöhnlich dagegen waren Passagiere mit einem Alter über 66 Jahren. Diese Passagiere sind also vor dem Jahr 1846 geboren. Die Lebenserwartung betrug im Vereinigten Königreich im Jahr 1846 nur 40,1 Jahre und im Jahr 1912 immerhin schon 54,3 Jahre [20]. Das sind jedoch nur Mittelwerte, es gibt Streuungen. Auch wenn die Ausreißer zum Alter unwahrscheinlich wirken, akzeptieren wir diese in den Daten. Wir müssen die Ausreißer nicht eliminieren. Mit Hilfe des Hintergrundwissens von Sophia ist weiterhin aufgefallen, dass es fehlerhafte Werte zum Alter gibt. Hinzu kommen viele fehlende Werte und einige ungenaue Schätzwerte. Age ist also ein problembehaftetes Attribut. +Frage 10: Sind die Daten widerspruchsfrei und plausibel? Wie wir bereits bei der Beantwortung der letzten Frage feststellten, sind nicht alle Daten konsistent. Der Passagier Frans Olof Carlsson ist nicht für fünf Pfund in den luxuriösesten drei Kabinen der Titanic gereist. Auch die Anzahl der Überlebenden (Werte zwischen 705 und 712) ist nicht einheitlich. Ansonsten konnten wir aber keine offensichtlichen Widersprüche feststellen. Somit wirken die Daten insgesamt trotzdem plausibel. +Frage 11: Sind die Daten und deren Herkunftsquellen vertrauenswürdig? Jein. Die Data-Science-Plattform Kaggle stellt die Daten zur Verfügung. Das ist eine internationale Plattform, auf der viele Daten und Wettbewerbe gehostet sind. Der TitanicWettbewerb läuft bereits seit mehr als 10 Jahren. Insofern halten wir die Daten grundsätzlich für vertrauenswürdig. Es sind jedenfalls keine sog. Fake-Daten oder fiktive, künstliche Daten. Schauen wir uns die Herkunft der Daten nun genauer an. Der Titanic-Wettbewerb der Kaggle-Plattform ist am 28.09.2012 gestartet [16]. Die verantwortlichen Data Scientists bzw. Produktmanager Jessica Li und Will Cukierski erstellten die Daten jedoch nicht selbst. Diese stammen von Thomas E. Cason von der Vanderbilt School of Medicine. Aber auch er verwendete andere Quellen. Die erste umfangreiche Liste mit Passagieren der Titanic stellte 1994 Michael A. Finlay zusammen. Die Attribute waren: Name, Residence, Age, Class, + +74 + +2 Datenverständnis + +Embarked, Boat. Vier dieser Attribute sind noch in den aktuellen Daten enthalten: Name, Age, Class als Pclass und Embarked. Die beiden anderen Attribute bezeichnen den Wohnort des Passagiers und die Nummer des Rettungsbootes im Falle der Rettung. John P. Eaton und Charles A. Haas veröffentlichten die Liste von Michael A. Finlay 1995 im Anhang VI (S. 337 bis 349) der zweiten Auflage ihres Buches Titanic – Triumph and Tragedy [21]. Ein Jahr später startete Philip Hind die Encyclopedia Titanica (ET) mit genau dieser Passagierliste [17]. Dieses Webprojekt existiert bis heute. Viele Freiwillige rekonstruieren fortlaufend die Geschichte der Titanic und damit die Passagierliste. Ebenfalls im Jahr 1996 gründete Frank E. Harrell Jr., Professor für Biostatistik an der Vanderbilt Universität von Virginia, den Fachbereich Biostatistik und Epidemiologie [22]. Der Student Thomas E. Cason arbeitete dort 1999 als wissenschaftliche Hilfskraft. Seine Aufgabe bestand darin, einen aktualisierten Titanic-Datensatz zu erstellen. Hierzu benutzte er die Webseite Encyclopedia Titanica. Das Ergebnis, die Datei titanic3.csv, veröffentlichte er am 02.08.1999 [23]. Sie besteht aus 1309 Datensätzen. Die Passagiere sind alphabetisch nach Namen sortiert. Die Attribute sind: pclass, survived, name, sex, age, sibsp, parch, ticket, fare, cabin, embarked, boat, body, home.dest [24]. Ein Vorteil von Webseiten ist die Verlinkung der Seiten untereinander. Dadurch lassen sich die Beziehungen der Passagiere zueinander abbilden. Thomas E. Cason investierte viel Zeit, um die verwandtschaftlichen Beziehungen in die neuen Features sibsp und parch abzubilden. Die wissenschaftliche Disziplin Epidemiologie beschäftigt sich u. a. mit der Untersuchung der Verbreitung von Epidemien, also Volkskrankheiten, in Bevölkerungen bzw. Populationen. Deshalb können wir vermuten, dass Cason diese beiden neuen Attribute vor diesem Hintergrund entwickelte. Neben verwandtschaftlichen Beziehungen stehen die beiden Attribute auch für unterschiedliche Generationen einer Population. Thomas E. Cason führte bereits erste Analysen durch und stellte einen Dritte-Klasse-Bias fest. Viele Passagiere der dritten Klasse reisten allein oder mit Freunden. Einige wurden vielleicht von ihren Familien vorgeschickt, um die Auswanderung in die USA vorzubereiten. Die beiden neuen Attribute bilden damit nur den Status auf der Titanic und nicht im realen Leben ab. Ihm war auch bewusst, dass zu 20 % der Passagiere kein Alter angegeben war, und wenn doch, dieses manchmal nur als Schätzung vorlag. Der Zweck der Zusammenstellung seiner Daten bestand darin, diese in der Lehre und zu Schulungszwecken einzusetzen [25]. Die Data Scientists von Kaggle benutzten 13 Jahre später die Datei titanic3.csv als Basis für den Titanic-Wettbewerb. Die Daten der 1309 Passagiere stimmen fast exakt überein, es gibt nur 22 geringfügige Änderungen in den Rufnamen der Passagiere, die auf Fehler beim Übertragen der Anführungszeichen zurückzuführen sind. Weiterhin eliminierten die Kaggle-Mitarbeiter die drei letzten Attribute, was sinnvoll war. Das Attribut boat gibt nämlich an, in welchem Rettungsboot sich der Passagier befand, wenn er überlebte. Außerdem enthält das Attribut body die Nummer der von der Mackay-Bennett geborgenen Leiche, falls die Crew sie identifizieren konnte. Das Attribut home.dest gibt den Heimatort und/oder den Zielort des Passagiers an. Schließlich teilten die Data Scientists von Kaggle die 1309 Daten in 891 Trainingsdaten und 418 Testdaten auf. Damit wissen wir nun sicher, dass die Kaggle-Mitarbeiter keine Aktivitäten zur Verbesserung der Datenqualität unternommen + +2.5 Es leuchtet blau + +75 + +haben. Mittlerweile gibt es im Fachbereich für Biostatistik der Universität von Virginia eine aktualisierte Version. Die Datei titanic5.csv stammt aus dem Jahr 2016 und enthält sehr viele Verbesserungen [24]. +Frage 12: Welche Datentypen haben die Attribute? Siehe Tab. 2.1. + +Frage 13: Welche Skalenniveaus haben die Attribute? Siehe Tab. 2.1. +Frage 14: Wie sind die Attributwerte verteilt? Interessant ist zunächst die Verteilung des Klassenattributs Survived. Das Ergebnis der Klassenverteilung der 891 Trainingsdatensätze ist: +Survived = 0: 549 Datensätze (61,62 %) Survived = 1: 342 Datensätze (38,38 %) +Wir haben also keine Gleichverteilung (50:50) zwischen den Klassen. Andererseits ist diese Verteilung auch nicht extrem ungleich (ca. 60:40). Um Frage 9 zu beantworten, betrachteten wir bereits Verteilungen der beschreibenden Attribute. Mit Hilfe des Knotens Interactive Histogram konnten wir in KNIME Analytics einige Analysen durchführen. Hierzu stellen wir als Aggregation column das Attribut Survived ein und wählen als Aggregation method die Methode Average aus. Mit dieser Konfiguration zeigt das Histogramm dann die Überlebenswahrscheinlichkeiten zu den einzelnen Säulen an. Diese Analyse führen wir nur für die 891 Trainigsdaten durch, denn nur hier ist das Attribut Survived gegeben. Wenn wir stattdessen als Aggregation method die Methode Row count einstellen, dann bekommen wir die absoluten Häufigkeiten angezeigt. Mit Anaconda/Python konstruieren wir ähnliche Diagramme. Hierzu benutzen wir das Matplotlib- oder das Seaborn-Paket. Die Abb. 2.18, 2.19, 2.20, 2.21, 2.22, 2.23 und 2.24 zeigen Balkendiagramme zu den betrachteten Attributen. Im jeweils linken Diagramm sind die Überlebenswahrscheinlichkeiten dargestellt. Das rechte Diagramm zeigt die absoluten Häufigkeiten zu den Balken bzw. Bins. +Attribut Pclass Passagiere der ersten Klasse hatten eine deutlich höhere Überlebenswahrscheinlichkeit (63 %) als Passagiere der zweiten (47 %) und dritten (24 %) Klasse. Andererseits waren sie in der Minderheit. + +Attribut Sex Weibliche Passagiere hatten eine sehr viel höhere Überlebenswahrscheinlichkeit (74 %) als männliche Passagiere (19 %). Auch sie waren in der Minderheit. + +76 + +2 Datenverständnis + +Abb. 2.18 Balkendiagramme zum Attribut Pclass: Überlebenswahrscheinlichkeiten (links) und absolute Häufigkeiten (rechts) – erstellt mit dem Seaborn-Paket +Abb. 2.19 Balkendiagramme zum Attribut Sex: Überlebenswahrscheinlichkeiten (links) und absolute Häufigkeiten (rechts) – erstellt mit dem Seaborn-Paket + +Abb. 2.20 Balkendiagramme zum Attribut Age: Überlebenswahrscheinlichkeiten (links) und absolute Häufigkeiten (rechts) – erstellt mit dem Seaborn-Paket +Attribut Age Um ein Balkendiagramm zum Alter zu erzeugen, benutzen wir Binning mit 8 Bins, die jeweils eine Spanne von 10 Jahren abdecken. Kinder bis 10 Jahre hatten eine höhere Überlebenswahrscheinlichkeit (59 %) als alle anderen Passagiere. + diff --git a/storage/DMHAM693/.zotero-ft-info b/storage/DMHAM693/.zotero-ft-info new file mode 100644 index 0000000..888686f --- /dev/null +++ b/storage/DMHAM693/.zotero-ft-info @@ -0,0 +1,11 @@ +Producer: iText 5.5.13.2 2000-2020 iText Group NV (AGPL-version); modified using iText 7.1.14 2000-2020 iText Group NV (AGPL-version) +CreationDate: 11/28/24 18:58:28 +ModDate: 11/29/24 06:36:24 +Tagged: no +Form: none +Pages: 595 +Encrypted: no +Page size: 476.22 x 680.315 pts (rotated 0 degrees) +File size: 12161243 bytes +Optimized: yes +PDF version: 1.4 diff --git a/styles/harvard-cite-them-right.csl b/styles/harvard-cite-them-right.csl index 5053b32..ea5c82a 100644 --- a/styles/harvard-cite-them-right.csl +++ b/styles/harvard-cite-them-right.csl @@ -12,7 +12,7 @@ Harvard according to Cite Them Right, 11th edition. - 2025-08-26T05:39:18+00:00 + 2025-10-29T11:57:22+00:00 This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 License @@ -67,7 +67,7 @@ - + @@ -85,7 +85,7 @@ - + diff --git a/styles/modern-language-association.csl b/styles/modern-language-association.csl index ed13f52..dbc8612 100644 --- a/styles/modern-language-association.csl +++ b/styles/modern-language-association.csl @@ -23,7 +23,7 @@ MLA source citations, in-text citations system (chapter 6) - 2025-08-27T19:32:57+00:00 + 2025-10-31T16:04:52+00:00 This work is licensed under a Creative Commons Attribution-ShareAlike 3.0 License @@ -83,9 +83,7 @@ 4.6. Publication Date (MLA 5.68-83) 4.7. Location (MLA 5.84-99) 5. Supplemental Element Between Containers (MLA 5.119) - 6. Container 2 - 6.1. Title of Container (MLA 5.31-37) - 6.2. Location (MLA 5.84-99) + 6. Container 2 (MLA 5.102) 7. Supplemental Element at End of Entry (MLA 5.110-118) 7.1. Date of access (MLA 5.111) 7.2. Medium of publication (MLA 5.112) @@ -249,12 +247,9 @@ - - - - + - + @@ -271,12 +266,9 @@ - - - - + - + @@ -491,7 +483,7 @@ - + @@ -861,7 +853,10 @@ - + + + + @@ -872,15 +867,74 @@ + + + + + + + + + + + + + + + + + + + + + + + - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + @@ -889,84 +943,19 @@ - + - - - - - - - + + + - - - - - - - - - - - - - - + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/translators/EUR-Lex.js b/translators/EUR-Lex.js index 957166b..9b768d7 100644 --- a/translators/EUR-Lex.js +++ b/translators/EUR-Lex.js @@ -1,21 +1,21 @@ { "translatorID": "bf053edc-a8c3-458c-93db-6d04ead2e636", + "translatorType": 4, "label": "EUR-Lex", "creator": "Philipp Zumstein, Pieter van der Wees", - "target": "^https?://(www\\.)?eur-lex\\.europa\\.eu/(legal-content/[A-Z][A-Z]/(TXT|ALL)/|search\\.html\\?)", + "target": "^https://eur-lex\\.europa\\.eu/", "minVersion": "3.0", - "maxVersion": "", + "maxVersion": null, "priority": 100, "inRepository": true, - "translatorType": 4, "browserSupport": "gcsibv", - "lastUpdated": "2021-12-31 02:00:49" + "lastUpdated": "2025-10-30 15:55:00" } /* ***** BEGIN LICENSE BLOCK ***** - Copyright © 2017-2021 Philipp Zumstein, Pieter van der Wees + Copyright © 2025 Abe Jellinek This file is part of Zotero. @@ -161,19 +161,14 @@ function scrape(doc, url) { var type = detectWeb(doc, url); var item = new Zotero.Item(type); // determine the language in which we are currently viewing the document - var languageUrl = url.split("/")[4].toUpperCase(); - if (languageUrl == "AUTO") { - languageUrl = autoLanguage || "EN"; - } - var language = languageMapping[languageUrl].iso || "eng"; + var viewingLanguage = (doc.documentElement.lang || "en").toUpperCase(); // Cases only return language; discard everything else - item.language = languageUrl.toLowerCase(); - + item.language = viewingLanguage.toLowerCase(); if (eliTypeUri) { // type: everything with ELI (see var typeMapping: bill, statute, report) - item.title = attr(doc, 'meta[property="eli:title"][lang=' + languageUrl.toLowerCase() + "]", "content"); - var uri = attr(doc, "#format_language_table_digital_sign_act_" + languageUrl.toUpperCase(), "href"); + item.title = attr(doc, 'meta[property="eli:title"][lang=' + viewingLanguage.toLowerCase() + "]", "content"); + var uri = attr(doc, "#format_language_table_digital_sign_act_" + viewingLanguage.toUpperCase(), "href"); if (uri) { var uriParts = uri.split("/").pop().replace("?uri=", "") .split(":"); @@ -207,7 +202,7 @@ function scrape(doc, url) { } item.legislativeBody = passedByArray.join(", "); - item.url = attr(doc, 'meta[typeOf="eli:LegalResource"]', "about") + "/" + language.toLowerCase(); + item.url = attr(doc, 'meta[typeOf="eli:LegalResource"]', "about"); } else if (item.itemType == "case") { @@ -215,13 +210,13 @@ function scrape(doc, url) { // pretty hacky stuff, as there's little metadata available var docCourt = docType.substr(0, 1); if (docCourt == "C") { - item.court = languageMapping[languageUrl].ECJ || languageMapping.EN.ECJ; + item.court = languageMapping[viewingLanguage].ECJ || languageMapping.EN.ECJ; } else if (docCourt == "T") { - item.court = languageMapping[languageUrl].GC || languageMapping.EN.GC; + item.court = languageMapping[viewingLanguage].GC || languageMapping.EN.GC; } else if (docCourt == "F") { - item.court = languageMapping[languageUrl].CST || languageMapping.EN.CST; + item.court = languageMapping[viewingLanguage].CST || languageMapping.EN.CST; } item.url = url; @@ -253,10 +248,10 @@ function scrape(doc, url) { } // attachments // type: all - var pdfurl = "https://eur-lex.europa.eu/legal-content/" + languageUrl + "/TXT/PDF/?uri=CELEX:" + celex; - var htmlurl = "https://eur-lex.europa.eu/legal-content/" + languageUrl + "/TXT/HTML/?uri=CELEX:" + celex; - item.attachments = [{ url: pdfurl, title: "EUR-Lex PDF (" + languageUrl + ")", mimeType: "application/pdf" }]; - item.attachments.push({ url: htmlurl, title: "EUR-Lex HTML (" + languageUrl + ")", mimeType: "text/html", snapshot: true }); + var pdfurl = "https://eur-lex.europa.eu/legal-content/" + viewingLanguage + "/TXT/PDF/?uri=CELEX:" + celex; + var htmlurl = "https://eur-lex.europa.eu/legal-content/" + viewingLanguage + "/TXT/HTML/?uri=CELEX:" + celex; + item.attachments = [{ url: pdfurl, title: "EUR-Lex PDF (" + viewingLanguage + ")", mimeType: "application/pdf" }]; + item.attachments.push({ url: htmlurl, title: "EUR-Lex HTML (" + viewingLanguage + ")", mimeType: "text/html", snapshot: true }); item.complete(); } @@ -276,7 +271,7 @@ var testCases = [ "codeVolume": "281", "language": "en", "legislativeBody": "EP, CONSIL", - "url": "http://data.europa.eu/eli/dir/1995/46/oj/eng", + "url": "http://data.europa.eu/eli/dir/1995/46/oj", "attachments": [ { "title": "EUR-Lex PDF (EN)", @@ -300,20 +295,20 @@ var testCases = [ "items": [ { "itemType": "statute", - "nameOfAct": "Règlement (CE) n° 2257/94 de la Commission, du 16 septembre 1994, fixant des normes de qualité pour les bananes (Texte présentant de l'intérêt pour l'EEE)", + "nameOfAct": "Commission Regulation (EC) No 2257/94 of 16 September 1994 laying down quality standards for bananas (Text with EEA relevance)", "creators": [], "dateEnacted": "1994-09-16", "code": "OJ L", "codeNumber": "245", - "language": "fr", - "url": "http://data.europa.eu/eli/reg/1994/2257/oj/fra", + "language": "en", + "url": "http://data.europa.eu/eli/reg/1994/2257/oj", "attachments": [ { - "title": "EUR-Lex PDF (FR)", + "title": "EUR-Lex PDF (EN)", "mimeType": "application/pdf" }, { - "title": "EUR-Lex HTML (FR)", + "title": "EUR-Lex HTML (EN)", "mimeType": "text/html", "snapshot": true } @@ -369,15 +364,15 @@ var testCases = [ "title": "Bez námitek k navrhovanému spojení (Věc M.10068 — Brookfield/Mansa/Polenergia) (Text s významem pro EHP) 2021/C 14/01", "creators": [], "date": "2021", - "language": "cs", + "language": "nl", "url": "https://eur-lex.europa.eu/legal-content/CS/TXT/?uri=uriserv%3AOJ.C_.2021.014.01.0001.01.CES&toc=OJ%3AC%3A2021%3A014%3ATOC", "attachments": [ { - "title": "EUR-Lex PDF (CS)", + "title": "EUR-Lex PDF (NL)", "mimeType": "application/pdf" }, { - "title": "EUR-Lex HTML (CS)", + "title": "EUR-Lex HTML (NL)", "mimeType": "text/html", "snapshot": true } @@ -398,17 +393,17 @@ var testCases = [ "creators": [], "dateDecided": "21 ta' Settembru 2011", "abstractNote": "Trade mark Komunitarja - Proċedimenti għal dikjarazzjoni ta’ invalidità - Trade mark Komunitarja verbali SCOMBER MIX - Raġuni assoluta għal rifjut - Karattru deskrittiv - Artikolu 7(1)(b) u (ċ) tar-Regolament (KE) Nru 40/94 [li sar l-Artikolu 7(1)(b) u (c) tar-Regolament (KE) Nru 207/2009]", - "court": "Il-Qorti Ġenerali", + "court": "Gerecht EU", "docketNumber": "Kawża T-201/09", - "language": "mt", + "language": "nl", "url": "https://eur-lex.europa.eu/legal-content/MT/TXT/?uri=CELEX%3A62009TJ0201", "attachments": [ { - "title": "EUR-Lex PDF (MT)", + "title": "EUR-Lex PDF (NL)", "mimeType": "application/pdf" }, { - "title": "EUR-Lex HTML (MT)", + "title": "EUR-Lex HTML (NL)", "mimeType": "text/html", "snapshot": true } diff --git a/translators/FAOLEX Database.js b/translators/FAOLEX Database.js new file mode 100644 index 0000000..d08d5ad --- /dev/null +++ b/translators/FAOLEX Database.js @@ -0,0 +1,811 @@ +{ + "translatorID": "3b163469-3e62-46d8-82a1-4f31e86bf6f4", + "translatorType": 4, + "label": "FAOLEX Database", + "creator": "Bin Liu", + "target": "^https?://www\\.fao\\.org/faolex/results/", + "minVersion": "5.0", + "maxVersion": null, + "priority": 100, + "inRepository": true, + "browserSupport": "gcsibv", + "lastUpdated": "2025-10-30 15:45:00" +} + +/* + ***** BEGIN LICENSE BLOCK ***** + + Copyright © 2025 Bin Liu and Abe Jellinek + + This file is part of Zotero. + + Zotero is free software: you can redistribute it and/or modify + it under the terms of the GNU Affero General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + Zotero is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU Affero General Public License for more details. + + You should have received a copy of the GNU Affero General Public License + along with Zotero. If not, see . + + ***** END LICENSE BLOCK ***** +*/ + + +function detectWeb(doc, url) { + if (/\/faolex\/results\/details\//.test(url)) { + // This matches the details page for a law + return 'statute'; + } + else if (/\/faolex\/results\//.test(url)) { + if (getSearchResults(doc, true)) { + // Results/listing page with multiple laws + return 'multiple'; + } + else { + Z.monitorDOMChanges(doc.body); + } + } + return false; +} + +function getSearchResults(doc, checkOnly) { + var items = {}; + var found = false; + var rows = doc.querySelectorAll('.item-title > p > a'); + for (let row of rows) { + let href = row.href; + let title = ZU.trimInternal(row.textContent); + if (!href || !title) continue; + if (checkOnly) return true; + found = true; + items[href] = title; + } + return found ? items : false; +} + +async function doWeb(doc, url) { + if (detectWeb(doc, url) == 'multiple') { + let items = await Zotero.selectItems(getSearchResults(doc, false)); + if (!items) return; + for (let url of Object.keys(items)) { + await scrape(url); + } + } + else { + await scrape(url); + } +} + +async function scrape(url) { + let language = url.match(/\/faolex\/results\/details\/([a-z]{2})\//)[1]; + // Capitalize for JSON keys + language = language[0].toUpperCase() + language[1]; + + // Index of this language in #-separated strings + let languageIndex = ['En', 'Fr', 'Es', 'Ar', 'Ru', 'Zh'].indexOf(language); + if (languageIndex === -1) languageIndex = 0; + + let id = url.match(/LEX-[^#?/]+/)[0]; + let json = await requestJSON(`https://fao-faolex-prod.appspot.com/api/query`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + query: `faolexid:("${id}")`, + requestOptions: { + searchApplicationId: 'searchapplications/1be285f8874b8c6bfaabf84aa9d0c1be' + }, + }), + }); + let result = json.results[0]; + let getValues = name => result.metadata.fields + .find(field => field.name === name) + ?.textValues.values; + + let getValuesJoined = name => getValues(name)?.join('') || ''; + let getValuesLocalized = name => getValues(name + language) + || getValues(name).map(val => val.split('#')[languageIndex]) + || getValues(name + 'En'); + + let getValue = name => getValues(name)?.[0] || ''; + let getValueLocalized = name => getValue(name + language) + || getValue(name).split('#')[languageIndex] + || getValue(name + 'En'); + + let item = new Zotero.Item('statute'); + item.extra = ''; + + item.nameOfAct = getValue('titleOfText').replace(/\s*\.$/, ''); + if (getValue('originalTitleOfText')) { + item.extra += `Original Title: ${getValue('originalTitleOfText')}\n`; + } + + item.creators.push({ + lastName: getValueLocalized('country'), + creatorType: 'author', + fieldMode: 1 + }); + + // Public Law Number: Use the value of "FAOLEX No" + item.publicLawNumber = getValue('faolexId'); + + // Date Enacted: Use the value of "Date of text" + item.dateEnacted = getValue('dateOfText'); + + item.language = getValue('documentLanguageEn'); + + item.abstractNote = getValuesJoined('abstract').replace(/\[BR_PLACEHOLDER\]/g, '\n'); + + let pdfFilename = getValue('linksToFullText'); + if (pdfFilename) { + item.attachments.push({ + title: 'Full Text PDF', + mimeType: 'application/pdf', + url: `https://faolex.fao.org/docs/pdf/${pdfFilename}`, + }); + } + + // Tags: Use the value of "Keywords" + for (let keyword of getValuesLocalized('keyword') || []) { + if (!keyword) continue; + item.tags.push({ tag: keyword.trim() }); + } + + item.url = url.replace(/\/$/, ''); + + item.complete(); +} + +/** BEGIN TEST CASES **/ +var testCases = [ + { + "type": "web", + "url": "https://www.fao.org/faolex/results/details/fr/c/LEX-FAOC238894/", + "items": [ + { + "itemType": "statute", + "nameOfAct": "Fisheries Law", + "creators": [ + { + "lastName": "Cambodge", + "creatorType": "author", + "fieldMode": 1 + } + ], + "dateEnacted": "2025-06-16", + "abstractNote": "This Law is formulated with the goal of effectively managing, conserving and developing the fisheries sector, aiming to ensure long-term food security and economic and environmental sustainability. It also aims to protect the rights and benefits of fishers, fishing communities, aquaculture operators and businesses, in line with socio-economic and technological developments, while promoting participation in the sustainable management and conservation of fishery resources within regional and international frameworks — particularly in combating illegal, unreported and unregulated (IUU) fishing.\nThe Law sets up a comprehensive legal framework, covering: the management, protection, conservation and sustainable development of fishery resources; the protection of the interests of those involved in the fishery supply chain; support measures for the implementation of sectoral strategic plans in line with government policy; measures to meet necessary standards and conditions to ensure compatibility with international legal instruments; aquaculture management measures; etc. A Fisheries Commission shall be established to oversee the management and sustainability of the fisheries sector. The Law also introduces expanded inshore exclusive zones.\nThe Law consists of 15 Chapters and 104 Articles, with two Annexes.", + "language": "Khmer", + "publicLawNumber": "LEX-FAOC238894", + "url": "https://www.fao.org/faolex/results/details/fr/c/LEX-FAOC238894", + "attachments": [ + { + "title": "Full Text PDF", + "mimeType": "application/pdf" + } + ], + "tags": [ + { + "tag": "Pêche illicite, non déclarée et non réglementée (INN)" + }, + { + "tag": "agriculture familiale" + }, + { + "tag": "aquaculture" + }, + { + "tag": "autorisation/permis" + }, + { + "tag": "biodiversité" + }, + { + "tag": "classement/déclassement" + }, + { + "tag": "commerce international" + }, + { + "tag": "commerce intérieur" + }, + { + "tag": "coopération internationale" + }, + { + "tag": "débarquement" + }, + { + "tag": "développement durable" + }, + { + "tag": "engins de pêche/méthodes de pêche" + }, + { + "tag": "gestion communautaire" + }, + { + "tag": "gestion et conservation des pêches" + }, + { + "tag": "gestion intégrée" + }, + { + "tag": "gouvernance" + }, + { + "tag": "haute mer" + }, + { + "tag": "infractions/sanctions" + }, + { + "tag": "institution" + }, + { + "tag": "loi-cadre" + }, + { + "tag": "mariculture" + }, + { + "tag": "mesures du ressort de l’État du port" + }, + { + "tag": "mise en application/conformité" + }, + { + "tag": "pêche continentale" + }, + { + "tag": "pêche maritime" + }, + { + "tag": "pêche étrangère" + }, + { + "tag": "santé des animaux" + }, + { + "tag": "transbordement" + }, + { + "tag": "transformation/manutention" + }, + { + "tag": "utilisation durable" + }, + { + "tag": "zone marine" + } + ], + "notes": [], + "seeAlso": [] + } + ] + }, + { + "type": "web", + "url": "https://www.fao.org/faolex/results/details/en/c/LEX-FAOC237255", + "items": [ + { + "itemType": "statute", + "nameOfAct": "Climate Law (No. 7552)", + "creators": [ + { + "lastName": "Türkiye", + "creatorType": "author", + "fieldMode": 1 + } + ], + "dateEnacted": "2025-07-02", + "abstractNote": "The Climate Law seeks to combat climate change in line with the green growth vision and net zero emissions target. It covers the reduction of greenhouse gas emissions and climate change adaptation activities, which are fundamental to combating climate change, as well as planning and implementation tools, revenues, permits, and inspections, and the procedures and principles of the related legal and institutional framework.\nThis Law adopts the approaches of equality, climate justice, precaution, participation, integration, sustainability, transparency, just transition, and progress. It obliges public institutions and organizations, as well as real and legal persons, to comply with and implement the measures and regulations to be taken in the public interest in accordance with this Law, in a timely manner. In the Nationally Determined Contributions (NDCs), the country's development priorities and special conditions will be taken into account in line with the net-zero emissions target, and measures will be taken within this framework.\nArticle 5 of the Climate Law lays down the activities to combat climate change, consisting of greenhouse gas emission reduction activities and climate change adaptation activities. Relevant public institutions and organizations are obligated to adapt, prepare, implement, monitor, and update planning tools containing medium- and long-term targets within the framework of greenhouse gas emission reduction activities. The public institutions and organizations are responsible for implementing mitigation measures, such as: (i) efficiency of energy, water, and raw material; (ii) preventing pollution at source; (iii) increasing the use of renewable energy; (iv) reducing the carbon footprint of products, businesses, institutions, and organizations; (v) using alternative clean or low-carbon fuels and raw materials; (vi) expanding electrification; and (vii) developing and increasing the use of clean technologies, in a manner consistent with the net-zero emissions target and the circular economy approach, in the sectors listed in the NDCs. Relevant institutions and organizations shall take measures to prevent carbon sink losses in forests, agricultural lands, pastures, and wetlands to offset emissions towards achieving the net-zero emissions target.\nThis Law provides for the establishment of the Emissions Trading System (ETS) and lays down provisions on the principles of allocations, the composition and duties of the Carbon Market Board, and voluntary carbon markets and offsets. It gives priority to climate-friendly investments with a high potential for reducing greenhouse gas emissions or adapting to climate change, as well as activities that contribute to meeting the research, development, and sectoral technological transformation needs required for green growth, and the mechanisms implemented within this scope. Article 14 sets out administrative sanctions, including but not limited to: violation of prohibitions or restrictions related to ozone-depleting substances, fluorinated greenhouse gases, hydrofluorocarbons and the monitoring greenhouse gas emissions, and businesses operating within the scope of the ETS without a greenhouse gas emission permit.", + "extra": "Original Title: İklim Kanunu (Kanun No. 7552).", + "language": "Turkish", + "publicLawNumber": "LEX-FAOC237255", + "url": "https://www.fao.org/faolex/results/details/en/c/LEX-FAOC237255", + "attachments": [ + { + "title": "Full Text PDF", + "mimeType": "application/pdf" + } + ], + "tags": [ + { + "tag": "agricultural land" + }, + { + "tag": "air quality/air pollution" + }, + { + "tag": "allocation/quota" + }, + { + "tag": "basic legislation" + }, + { + "tag": "bioenergy" + }, + { + "tag": "biofuel" + }, + { + "tag": "business/industry/corporations" + }, + { + "tag": "certification" + }, + { + "tag": "circular economy" + }, + { + "tag": "climate change" + }, + { + "tag": "data collection/reporting" + }, + { + "tag": "emissions" + }, + { + "tag": "emissions pricing" + }, + { + "tag": "energy conservation/energy production" + }, + { + "tag": "enforcement/compliance" + }, + { + "tag": "environmental planning" + }, + { + "tag": "governance" + }, + { + "tag": "green economy" + }, + { + "tag": "hazardous substances" + }, + { + "tag": "innovation" + }, + { + "tag": "inspection" + }, + { + "tag": "institution" + }, + { + "tag": "insurance" + }, + { + "tag": "investment" + }, + { + "tag": "monitoring" + }, + { + "tag": "offences/penalties" + }, + { + "tag": "oil" + }, + { + "tag": "ozone layer" + }, + { + "tag": "policy/planning" + }, + { + "tag": "pollution control" + }, + { + "tag": "precautionary principle" + }, + { + "tag": "protection of environment" + }, + { + "tag": "renewable energy" + }, + { + "tag": "research" + }, + { + "tag": "risk assessment/management" + }, + { + "tag": "sustainable development" + }, + { + "tag": "water resources management" + }, + { + "tag": "wetlands" + } + ], + "notes": [], + "seeAlso": [] + } + ] + }, + { + "type": "web", + "url": "https://www.fao.org/faolex/results/details/ru/c/LEX-FAOC237135/", + "items": [ + { + "itemType": "statute", + "nameOfAct": "Law No. 128 “Water Code”", + "creators": [ + { + "lastName": "Кыргызстан", + "creatorType": "author", + "fieldMode": 1 + } + ], + "dateEnacted": "2025-06-27", + "abstractNote": "The Water Code establishes a comprehensive legal framework governing water relations, emphasizing the regulation of water use, protection, and development to ensure adequate and safe water supply for the population, environmental protection, and rational resource development. It underscores the state's ownership of water resources, the basin management approach, and principles such as stakeholder participation, environmental responsibility, and economic valuation of water. The document delineates the roles and competencies of various state bodies, including the President, Parliament, Cabinet of Ministers, and specialized councils, such as the National Water and Land Council and basin councils, with responsibilities ranging from policy formulation, legislation development, to water resource management and monitoring. Key measures include the development of national strategies and programs, basin plans, and water management policies aligned with international obligations. The Code specifies procedures for water allocation, permits, and contracts, prioritizing water use for drinking, household needs, irrigation, and energy generation. It details the regulation of groundwater extraction, the issuance of permits, and the transfer and extension of water use rights, alongside mechanisms for water pricing, exemptions, and liability for violations. The document also emphasizes environmental standards, pollution control, and the classification of water quality, along with establishing security zones, emergency response systems, and dam safety protocols. Institutional responsibilities for monitoring, enforcement, and stakeholder engagement are explicitly outlined, with timelines for periodic reviews and updates. Implementation mechanisms include the establishment of a unified water information system, state water inventories, and registers, with data collection, analysis, and reporting procedures governed by the Cabinet of Ministers. The Code prescribes institutional roles for water management authorities, environmental agencies, and local administrations, detailing procedures for permits, inspections, and dispute resolution. It also addresses international cooperation, stipulating principles for cross-border water relations, treaty compliance, and joint project financing. Overall, the document provides a detailed legal and institutional blueprint for water governance, emphasizing procedural clarity, stakeholder participation, and compliance with international standards.", + "extra": "Original Title: ВОДНЫЙ КОДЕКС КЫРГЫЗСКОЙ РЕСПУБЛИКИ от 27 июня 2025 года № 128.", + "language": "Russian", + "publicLawNumber": "LEX-FAOC237135", + "url": "https://www.fao.org/faolex/results/details/ru/c/LEX-FAOC237135", + "attachments": [ + { + "title": "Full Text PDF", + "mimeType": "application/pdf" + } + ], + "tags": [ + { + "tag": "базовое законодательство" + }, + { + "tag": "водоснабжение" + }, + { + "tag": "возобновляемая энергия" + }, + { + "tag": "государственная система водоснабжения" + }, + { + "tag": "договоры" + }, + { + "tag": "дозволение/разрешение" + }, + { + "tag": "международное сотрудничество" + }, + { + "tag": "мониторинг" + }, + { + "tag": "орошение" + }, + { + "tag": "охрана окружающей среды" + }, + { + "tag": "питьевая вода" + }, + { + "tag": "поверхностные воды" + }, + { + "tag": "подземные воды" + }, + { + "tag": "права на воду" + }, + { + "tag": "приоритеты" + }, + { + "tag": "производство гидроэлектроэнергии" + }, + { + "tag": "процедурные вопросы" + }, + { + "tag": "сбор данных/отчетность" + }, + { + "tag": "стандарты" + }, + { + "tag": "стандарты качества воды" + }, + { + "tag": "управление водными ресурсами" + }, + { + "tag": "устойчивое использование" + }, + { + "tag": "устойчивое развитие" + } + ], + "notes": [], + "seeAlso": [] + } + ] + }, + { + "type": "web", + "url": "https://www.fao.org/faolex/results/details/zh/c/LEX-FAOC231816/", + "items": [ + { + "itemType": "statute", + "nameOfAct": "Regulations of the Ningxia Hui Autonomous Region on Ecological and Environmental Protection", + "creators": [ + { + "lastName": "中国", + "creatorType": "author", + "fieldMode": 1 + } + ], + "dateEnacted": "2024-11-28", + "abstractNote": "The Regulations aim to protect and improve the ecological environment, prevent and control pollution and other public hazards, safeguard public health and ecological environment rights and interests, promote the construction of ecological civilization, and promote sustainable economic and social development. The Regulations consist of 8 Chapters: Chapter 1 General Provisions; Chapter 2 Supervision and Administration; Chapter 3: Protecting and Improving the Ecological Environment; Chapter 4 Prevention and Control of Pollution and Other Public Hazards; Chapter 5 Environmental Risk Prevention and Emergency Response; Chapter 6 Information Disclosure and Public Participation; Chapter 7 Legal Liability; Chapter 8 Supplementary Provisions.\nThe Regulations reflect a broader commitment to ecological civilization and align with national policies on environmental protection, emphasizing the importance of collaborative efforts among various governmental departments and stakeholders through comprehensive environmental governance with a multi-faceted approach. The People's Government of the Autonomous Region shall organize the preparation of a water pollution prevention and control plan for the Ningxia section of the Yellow River Basin and strengthen the construction of a natural conservation area system with national parks as the main body. Local governments are tasked to establish robust monitoring and management systems for pollution sources, enhance emergency response capabilities for environmental incidents, and conduct regular risk assessments. The Regulations emphasize the need for public participation in environmental protection initiatives, including education and awareness campaigns to foster a culture of ecological responsibility. Additionally, the Regulations make provisions on the establishment of compensation mechanisms for ecological protection and the promotion of green technologies and practices across sectors. In terms of food, agriculture, and natural resource management, the Regulations advocate for sustainable practices that protect biodiversity and prevent resource depletion. Specific measures include the prohibition of illegal hunting and harvesting of protected species, as well as the implementation of water pollution prevention plans in agricultural areas. The Regulations also call for the integration of ecological considerations into agricultural policies and practices, ensuring that food production does not compromise environmental integrity.", + "extra": "Original Title: 宁夏回族自治区生态环境保护条例.", + "language": "Chinese", + "publicLawNumber": "LEX-FAOC231816", + "url": "https://www.fao.org/faolex/results/details/zh/c/LEX-FAOC231816", + "attachments": [ + { + "title": "Full Text PDF", + "mimeType": "application/pdf" + } + ], + "tags": [ + { + "tag": "保护区" + }, + { + "tag": "公众参与" + }, + { + "tag": "公共卫生" + }, + { + "tag": "公共用水" + }, + { + "tag": "内陆水域" + }, + { + "tag": "再生能源" + }, + { + "tag": "创新" + }, + { + "tag": "危害" + }, + { + "tag": "可持续利用" + }, + { + "tag": "可持续发展" + }, + { + "tag": "商业/工业/企业" + }, + { + "tag": "土壤污染/质量" + }, + { + "tag": "地下水" + }, + { + "tag": "地表水" + }, + { + "tag": "废弃物管理" + }, + { + "tag": "废物处理" + }, + { + "tag": "授权/许可" + }, + { + "tag": "排放" + }, + { + "tag": "排放定价" + }, + { + "tag": "政策/计划" + }, + { + "tag": "教育" + }, + { + "tag": "数据收集/报告" + }, + { + "tag": "栖息地保护" + }, + { + "tag": "检查" + }, + { + "tag": "森林管理/森林保护" + }, + { + "tag": "水资源管理" + }, + { + "tag": "污染控制" + }, + { + "tag": "污染者付费原则" + }, + { + "tag": "污水废水/排放" + }, + { + "tag": "治理" + }, + { + "tag": "沼泽地" + }, + { + "tag": "淡水污染" + }, + { + "tag": "物种保护" + }, + { + "tag": "环境保护" + }, + { + "tag": "环境影响评价" + }, + { + "tag": "环境规划" + }, + { + "tag": "生态友好的产品/生态友好型工艺" + }, + { + "tag": "生态系统保护" + }, + { + "tag": "生活垃圾" + }, + { + "tag": "生物多样性" + }, + { + "tag": "空气质量/空气污染" + }, + { + "tag": "管理/保护" + }, + { + "tag": "粮食安全" + }, + { + "tag": "综合管理" + }, + { + "tag": "绿色经济" + }, + { + "tag": "节能/能源生产" + }, + { + "tag": "融资" + }, + { + "tag": "责任/补偿" + }, + { + "tag": "跨界影响" + }, + { + "tag": "运输/仓储" + }, + { + "tag": "违法行为/处罚" + }, + { + "tag": "非生活来源的废弃物" + }, + { + "tag": "预警系统" + }, + { + "tag": "预防浪费" + }, + { + "tag": "风险评估/管理" + }, + { + "tag": "饮用水" + } + ], + "notes": [], + "seeAlso": [] + } + ] + }, + { + "type": "web", + "url": "https://www.fao.org/faolex/results/details/es/c/LEX-FAOC236786/", + "items": [ + { + "itemType": "statute", + "nameOfAct": "Resolución 1415/2024 - Norma Técnica de Alimentos para Animales de la República Argentina", + "creators": [ + { + "lastName": "Argentina", + "creatorType": "author", + "fieldMode": 1 + } + ], + "dateEnacted": "2024-12-03", + "abstractNote": "Por la presente Resolución se aprueba la Norma Técnica de Alimentos para Animales de la República Argentina, como marco normativo consolidado e integral para toda la temática de alimentos destinados a la alimentación animal. En particular, se mantiene el Registro de Productos destinados a la Alimentación Animal vigente, en el cual deben inscribirse todos los productos debidamente aprobados destinados a la alimentación animal que se elaboren, comercialicen, fraccionen, depositen, distribuyan, importen y/o exporten, los cuales deberán contar para ello con un establecimiento autorizado por el Servicio Nacional de Sanidad y Calidad Agroalimentaria(SENASA). Por otro lado, se establecen las condiciones generales de los productos que no requieren registro, así como también de aquellos productos elaborados a pedido.\nLa Norma Técnica asimismo contempla disposiciones detalladas en cuanto a las condiciones generales sobre la comercialización de los productos, las especificaciones completas de los niveles de garantía establecidas, los embalajes y rótulos.", + "language": "Spanish", + "publicLawNumber": "LEX-FAOC236786", + "url": "https://www.fao.org/faolex/results/details/es/c/LEX-FAOC236786", + "attachments": [ + { + "title": "Full Text PDF", + "mimeType": "application/pdf" + } + ], + "tags": [ + { + "tag": "alimentos para animales/piensos" + }, + { + "tag": "buenas prácticas" + }, + { + "tag": "comercio interior" + }, + { + "tag": "comercio internacional" + }, + { + "tag": "higiene/procedimientos sanitarios" + }, + { + "tag": "medicamentos" + }, + { + "tag": "negocios/industria/corporaciones" + }, + { + "tag": "resistencia a los antimicrobianos" + }, + { + "tag": "sanidad animal" + }, + { + "tag": "transporte/depósito" + } + ], + "notes": [], + "seeAlso": [] + } + ] + }, + { + "type": "web", + "url": "https://www.fao.org/faolex/results/en/?query=test", + "defer": true, + "items": "multiple" + } +] +/** END TEST CASES **/ diff --git a/zotero.sqlite b/zotero.sqlite index d27b069d4f4682e4a6682c515623ede1d545a9e8..b86b8159148db34930b3fb4ee3f1fff1efaaded9 100644 GIT binary patch delta 452236 zcmagG30Ra>`#(PCJnQVkurq+eCI|xz2nx6XqPd^~n)?E#xho>>sDQX;itEu{bMQHk8ftCQMU5sXbG^MAx_G$Q7P7HNu;0eYHqypTAvucjy`<6L6Qu6h_JJGk21{hk z!1iYH#cq=z{>YaC)!p_v>`gthUM}YKOsUa8(%tO)}-np+f0-?tOhOy{&kuMr-RZ)u|1a_({9Lgt{ts5fE>y7y zHw1FqS7;}R-Nh~DYvC9<3#h18cd}E`G%QXwG9h4=orC#Ok@7ce2f~3V&nQ+CBSu8Ohh{gX~WtJ-HZBU^yxlic&alsJu$_Z*gnPX%*;y9%u4H! z5=V;nD*@E9UwI(e+ZnEFOoiqYQ-rz1>|?xVK5xEfLZ)5D^TzeYQ-Jg zR8lkw9;Pv^(=}<6l)Lf{;R8Gj4?{NikEFN)gV@-Apf(@l9YHW)M0}pSx$#w?p%ps< zjPPfIKQrACV41KDb)-_gWhuhKC&Zo|96???Y&lB`BYoq^t|OK-ta(IWIv?n?q81A{ 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