Statistical analysis shows
Research methodology and reporting expression
Use this phrase to introduce evidence-based conclusions and sound like a prepared, objective expert.
15 सेकंड में
- Introduces facts based on data.
- Adds authority and credibility to claims.
- Used primarily in professional or academic contexts.
मतलब
This phrase is used to introduce a fact or conclusion that was discovered by looking at a lot of data and numbers. It tells people that your point isn't just an opinion, but is backed by evidence.
मुख्य उदाहरण
3 / 6In a quarterly business meeting
Statistical analysis shows that our new marketing campaign increased engagement by 15%.
Research methodology and reporting expression
Texting a friend about a shared habit
Statistical analysis shows that 100% of our 'quick' lunches turn into two-hour feasts.
Research methodology and reporting expression
Presenting a scientific paper
Statistical analysis shows a significant correlation between sleep and cognitive function.
Research methodology and reporting expression
सांस्कृतिक पृष्ठभूमि
In the 21st century, data has become the 'new oil.' This phrase rose to prominence as businesses and governments shifted toward 'evidence-based' decision-making. It reflects a cultural shift where scientific methodology is applied to everything from sports (like 'Moneyball') to dating apps.
The 'Suggests' Secret
In high-level science, people often prefer 'suggests' over 'shows' because data can be interpreted in different ways. Using 'suggests' makes you look even more like a careful expert.
Don't be a 'Data Snob'
Using this phrase too much in casual conversation can make you sound arrogant or like you're trying too hard to be smart. Save it for when it really matters.
15 सेकंड में
- Introduces facts based on data.
- Adds authority and credibility to claims.
- Used primarily in professional or academic contexts.
What It Means
Think of this phrase as the bridge between a messy pile of numbers and a clear truth. It is the 'adult' way of saying 'I checked the math.' When you use statistical analysis shows, you are telling your audience that a rigorous process was followed. You didn't just wake up with a feeling. You looked for patterns. You calculated averages. You checked for errors. It turns a simple observation into an objective finding. It is like the grand reveal at the end of a mystery movie, but with spreadsheets.
How To Use It
You usually put this right at the start of a sentence. It acts as a powerful lead-in. For example, Statistical analysis shows that people who drink coffee are more productive. It sets a serious, authoritative tone immediately. You can also use it in the middle of a sentence to justify a decision. If your boss asks why you changed a strategy, you say, 'Well, our statistical analysis shows a shift in customer behavior.' It makes you sound prepared and professional. Just remember to actually have some data ready if someone asks to see it!
When To Use It
This is your 'big gun' for professional settings. Use it in business meetings to get your point across. Use it in academic writing to support your thesis. It is also great for news reports or presentations. Surprisingly, you can use it in casual debates too. If you are arguing with a friend about which movie is better, using this phrase (even as a joke) can end the argument. It adds a layer of 'unarguable' logic to whatever you say next. It is the ultimate tool for persuasion.
When NOT To Use It
Do not use this for personal feelings or subjective opinions. Saying Statistical analysis shows I am hungry sounds ridiculous unless you actually tracked your stomach growls on a graph. Avoid it when you are just guessing. If you use it and then provide a weak or fake fact, you will lose credibility fast. Also, try not to use it in very emotional or intimate conversations. Telling a partner Statistical analysis shows you are late 40% of the time might be true, but it won't help the mood. It can feel cold or robotic if overused.
Cultural Background
We live in the 'Information Age.' In Western culture, especially in the US and Europe, we have moved away from trusting 'gut feelings.' We now worship data. Companies like Google and Amazon built empires on this phrase. Being 'data-driven' is a huge compliment in the modern workplace. Using this phrase shows you belong to this modern, logical culture. It reflects a society that values objective proof over tradition or hierarchy. It is the language of the modern expert.
Common Variations
You might hear people say Data suggests or Research indicates. These are slightly softer versions. If you want to be even more intense, you could say The numbers prove. If you are talking about a specific study, you might say The findings show. Quantitative analysis reveals is another high-level version. Each one carries a slightly different weight, but statistical analysis shows remains the gold standard for sounding official.
इस्तेमाल की जानकारी
This is a high-register expression. It is most effective in written reports, formal presentations, and serious debates. Avoid using it in intimate or highly emotional settings unless you are being intentionally funny.
The 'Suggests' Secret
In high-level science, people often prefer 'suggests' over 'shows' because data can be interpreted in different ways. Using 'suggests' makes you look even more like a careful expert.
Don't be a 'Data Snob'
Using this phrase too much in casual conversation can make you sound arrogant or like you're trying too hard to be smart. Save it for when it really matters.
The 'Moneyball' Effect
In the US, using statistics to explain sports (like baseball) is a huge cultural trend. If you use this phrase while talking about sports, you'll fit right in with modern fans.
उदाहरण
6Statistical analysis shows that our new marketing campaign increased engagement by 15%.
Research methodology and reporting expression
Here, the phrase justifies the success of a project using hard numbers.
Statistical analysis shows that 100% of our 'quick' lunches turn into two-hour feasts.
Research methodology and reporting expression
Using a formal phrase for a silly observation creates a funny contrast.
Statistical analysis shows a significant correlation between sleep and cognitive function.
Research methodology and reporting expression
This is the standard academic use to report findings.
Statistical analysis shows that the team performs better when playing at home.
Research methodology and reporting expression
Common in modern sports talk where 'analytics' are king.
Statistical analysis shows we spend more on takeout than on our actual groceries.
Research methodology and reporting expression
Using data to make a serious point about household finances.
Statistical analysis shows a steady decline in unemployment over the last six months.
Research methodology and reporting expression
Used to provide an objective overview of a national trend.
खुद को परखो
Choose the best phrase to complete the sentence for a professional report.
___ that the new software reduces processing time significantly.
In a professional report, you need to provide evidence-based conclusions rather than guesses or feelings.
Which variation is most appropriate for a scientific journal?
The ___ that the hypothesis was correct.
Scientific journals require formal, methodology-based language.
🎉 स्कोर: /2
विज़ुअल लर्निंग टूल्स
Formality Spectrum of Data Reporting
Used with friends
I noticed that...
Standard workplace talk
The numbers say...
Reports and presentations
Statistical analysis shows...
Academic journals
Quantitative empirical evidence indicates...
Where to use 'Statistical analysis shows'
Boardroom Meeting
Reporting annual growth.
University Lecture
Explaining a research study.
News Broadcast
Reporting on census data.
Sarcastic Argument
Proving a friend is always late.
अक्सर पूछे जाने वाले सवाल
12 सवालNo, it is much stronger. I think is an opinion, while statistical analysis shows implies you have mathematical proof to back up your statement.
Technically yes, but be careful. If the data set is too small, your 'analysis' might not be accurate, and experts might challenge you.
It depends on your relationship. In a project update, it is perfect. In a casual 'hello' email, it might be too stiff.
In statistics, we rarely say proves because there is always a tiny chance of error. Shows or indicates is the safer, more professional choice.
Use analysis shows (singular) for one study. Use analyses show (plural) if you are referring to multiple different studies or methods.
Yes! It is a great way to talk about your past achievements. For example: In my last role, statistical analysis showed that my changes saved the company 10% in costs.
Absolutely. It is a common form of dry humor in English. For example, Statistical analysis shows that if I buy this shirt, I will be 100% happier.
You don't need one! As long as you are referring to some kind of organized data or a report you read, you can use the phrase.
Yes, The data shows is a very common and slightly shorter alternative. It is just as professional.
Yes, it is used identically in American, British, Australian, and Canadian English, especially in business and science.
The most common mistake is using it to introduce a purely personal preference, like Statistical analysis shows that chocolate is the best flavor. This is an opinion, not a statistic.
Be ready to explain *what* data you used. If you say it, people will expect you to know the source or the numbers behind the claim.
संबंधित मुहावरे
Empirical evidence suggests
Based on observation or experience rather than theory.
According to the data
A simpler way to introduce findings from a report.
Quantitative findings indicate
Very formal way to say the numbers show a specific result.
A trend is emerging
Used when data is starting to show a pattern over time.
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