Anhand der Scree-Plot-Analyse ließ sich bestimmen
By means of scree plot analysis, it could be determined
Literally: Based on the scree-plot-analysis let itself determine
In 15 Seconds
- A high-level academic phrase for data interpretation.
- Uses passive voice to sound objective and professional.
- Common in German research, statistics, and corporate data reports.
Meaning
This phrase is a sophisticated way of saying 'By looking at this specific graph, we were able to figure out...' It is used when explaining data results.
Key Examples
3 of 6Presenting a thesis defense
Anhand der Scree-Plot-Analyse ließ sich bestimmen, dass drei Faktoren optimal sind.
By means of scree plot analysis, it could be determined that three factors are optimal.
In a corporate data meeting
Anhand der Scree-Plot-Analyse ließ sich bestimmen, welche Kundenmerkmale wirklich zählen.
By means of scree plot analysis, it could be determined which customer traits really matter.
Explaining a complex chart to a colleague
Schau mal, anhand der Scree-Plot-Analyse ließ sich bestimmen, wo der Knick liegt.
Look, by means of scree plot analysis, it could be determined where the elbow is.
Cultural Background
In Germany, academic writing is often seen as a 'Leistungsnachweis' (proof of performance) not just of knowledge, but of linguistic discipline. Using phrases like this signals that you have mastered the 'Habitus' of a researcher. While the term is English, German data scientists take pride in integrating it into complex German syntax, showing a blend of international technicality and local grammatical tradition. German psychology has a strong tradition of psychometrics. Precision in describing factor extraction is crucial for the 'Güte' (quality) of a study. In high-level consulting (e.g., McKinsey, BCG in Germany), using academic-sounding German can add an air of 'scientific' authority to business recommendations.
The 'Sich Lassen' Secret
Using 'ließ sich bestimmen' instead of 'konnte bestimmt werden' instantly boosts your writing score in C1 exams.
Genitive Alert
Never say 'Anhand dem...'. It's a common mistake even for some natives, but in academic writing, it's a 'No-Go'.
In 15 Seconds
- A high-level academic phrase for data interpretation.
- Uses passive voice to sound objective and professional.
- Common in German research, statistics, and corporate data reports.
What It Means
This phrase is the gold standard for German academic precision. It describes the process of looking at a 'scree plot'—a specific chart used in statistics. You use it to identify the 'elbow' or the point where data starts to level off. Essentially, you are telling your audience that the data spoke to you. You didn't just guess; the graph made the answer clear. It sounds very professional and highly intellectual.
How To Use It
Start your sentence with Anhand der. This translates to 'based on' or 'by means of.' Then, drop the technical term Scree-Plot-Analyse. Finish with ließ sich bestimmen. This passive construction is very German. It removes the 'I' or 'we' from the sentence. It makes the conclusion sound objective and undeniable. It is like saying the data determined itself. Use it when you want to sound like a seasoned researcher.
When To Use It
You will mostly use this in university settings. It is perfect for writing a Master's thesis or a PhD paper. It also fits perfectly in a corporate data science meeting. If you are presenting a slideshow to stakeholders, this phrase adds instant credibility. It shows you know your methodology inside and out. Use it when the stakes are high and the data is complex.
When NOT To Use It
Do not use this at a bar with friends. Unless you want to be the person everyone rolls their eyes at! It is far too stiff for casual conversation. Avoid it when talking to your grandma about her garden. If you use it while ordering a Döner, the shop owner will be very confused. It is a 'suit and tie' phrase, not a 'jeans and t-shirt' one.
Cultural Background
Germans take great pride in Fachsprache or technical jargon. In German academia, using English terms like 'Scree-Plot' is actually very common. It shows that you are part of the international scientific community. The structure ließ sich bestimmen reflects the German cultural value of objectivity. It focuses on the facts rather than the person performing the task. It is efficient, cold, and very precise.
Common Variations
You might hear Mithilfe der Scree-Plot-Analyse. This is slightly less formal but still very professional. Another version is Durch die Scree-Plot-Analyse wurde ersichtlich. This means 'it became apparent through the analysis.' If you want to be even more direct, say Die Scree-Plot-Analyse zeigt. But if you want that C1 level flair, stick to the original phrase. It has a certain rhythmic elegance that academics love.
Usage Notes
This is a C1-level academic expression. It requires mastery of the Genitive case and the 'sich lassen' passive-replacement structure. Use it only in professional or scientific contexts.
The 'Sich Lassen' Secret
Using 'ließ sich bestimmen' instead of 'konnte bestimmt werden' instantly boosts your writing score in C1 exams.
Genitive Alert
Never say 'Anhand dem...'. It's a common mistake even for some natives, but in academic writing, it's a 'No-Go'.
Examples
6Anhand der Scree-Plot-Analyse ließ sich bestimmen, dass drei Faktoren optimal sind.
By means of scree plot analysis, it could be determined that three factors are optimal.
This is the classic, textbook use of the phrase in academia.
Anhand der Scree-Plot-Analyse ließ sich bestimmen, welche Kundenmerkmale wirklich zählen.
By means of scree plot analysis, it could be determined which customer traits really matter.
Used here to justify a business strategy based on data.
Schau mal, anhand der Scree-Plot-Analyse ließ sich bestimmen, wo der Knick liegt.
Look, by means of scree plot analysis, it could be determined where the elbow is.
A slightly more collaborative but still very formal tone.
Anhand der Scree-Plot-Analyse ließ sich bestimmen, dass wir zu viel Abwasch haben.
By means of scree plot analysis, it could be determined that we have too much washing up.
Using hyper-formal language for a mundane task creates a humorous effect.
Anhand der Scree-Plot-Analyse ließ sich bestimmen, dass die Varianz stabil bleibt.
By means of scree plot analysis, it could be determined that the variance remains stable.
Standard written form for scientific publications.
Anhand der Scree-Plot-Analyse ließ sich bestimmen, dass meine Konzentration sinkt.
By means of scree plot analysis, it could be determined that my concentration is dropping.
An 'intellectual' way to say you are tired and bored.
Test Yourself
Fill in the missing article and reflexive pronoun.
Anhand ____ Scree-Plot-Analyse ließ ____ bestimmen, dass zwei Faktoren ausreichen.
'Anhand' requires the genitive feminine 'der', and the construction requires the reflexive 'sich'.
Which sentence is the most appropriate for a Master's thesis?
How should you describe your data reduction process?
This option uses the correct formal register and grammar.
Match the German phrase parts to their English equivalents.
Match the following:
These are the standard translations for these academic components.
Complete the dialogue in a formal research setting.
Professor: 'Wie haben Sie die Anzahl der Komponenten validiert?' Student: '__________________________________.'
The 'ließ sich bestimmen' form is the most professional response to a professor.
🎉 Score: /4
Visual Learning Aids
Practice Bank
4 exercisesAnhand ____ Scree-Plot-Analyse ließ ____ bestimmen, dass zwei Faktoren ausreichen.
'Anhand' requires the genitive feminine 'der', and the construction requires the reflexive 'sich'.
How should you describe your data reduction process?
This option uses the correct formal register and grammar.
Match each item on the left with its pair on the right:
These are the standard translations for these academic components.
Professor: 'Wie haben Sie die Anzahl der Komponenten validiert?' Student: '__________________________________.'
The 'ließ sich bestimmen' form is the most professional response to a professor.
🎉 Score: /4
Frequently Asked Questions
3 questionsNo, a Scree Plot is a very specific type of graph used in factor analysis. For a pie chart, say 'Anhand des Kreisdiagramms...'.
'Anhand' is much more formal and implies using something as a reference or evidence. 'Mit' is general.
'Ließ sich' is past tense (you did the analysis and then determined). 'Lässt sich' is present (the graph shows it right now).
Related Phrases
im Hinblick auf
similarwith regard to
in Anbetracht der Tatsache
similarconsidering the fact
Kaiser-Kriterium
specialized formKaiser criterion (eigenvalues > 1)
Faktorenextraktion
builds onfactor extraction
