How to check Data Normality, calculate and interpret descriptive statistics in SPSS (Lesson 7)

Data Normality and Descriptive Statistics in SPSS"
Description:
Do you want to gain a deep understanding of data normality and how to calculate and interpret descriptive statistics in SPSS? Our video has got you covered!
In this tutorial, we explore essential data analysis techniques, including:
🔹 Data Normality Assessment: Learn how to check if your data follows a normal distribution and understand why it's important for statistical analysis.
🔹 Descriptive Statistics in SPSS: A step-by-step guide on calculating descriptive statistics, including measures of central tendency and variability.
🔹 Interpreting Results: Gain insights into how to interpret the descriptive statistics output generated by SPSS.
🔹 Data Visualization: Tips for creating effective charts and graphs to represent your data's characteristics.
🔹 Applications in Research: Understand the practical relevance of data normality and descriptive statistics in various research fields.
By the end of this video, you'll have the knowledge and skills to assess data normality and calculate descriptive statistics in SPSS, empowering you to make data-driven decisions with confidence.
Don't forget to like, subscribe, and share this video with your peers and fellow data enthusiasts. Get ready to master data analysis in SPSS! #DataNormality #DescriptiveStatistics #SPSS #DataAnalysis #Statistics #SPSSTutorial #DataInterpretation #DataPreparation #DataVisualization #ResearchSkills #StatisticalAnalysis #DataManagement #DataAnalytics #DataInsights #ResearchMethods #SPSSForResearchers #StatisticalTools #ResearchTechniques #DataAnalysisMethods #DataAnalysisTips #DataDistribution #StatisticalMeasures
This video explains How to check Data Normality and calculate and interpret descriptive statistics in SPSS. How to calculate Mean, standard deviation, Skewness, and Kurtosis. How to check the normality of the data. How to draw the bell curve in SPSS.

[@anshicaaron80]

you are literally a life - saver. My thesis analysis was doomed otherwise.

[@TheConceptsbyDrAtifBilal]

Glad to help

[@shafirehman4109]

God Bless You for spreading knowledge for free!

[@TheConceptsbyDrAtifBilal]

Thank you

[@TheConceptsbyDrAtifBilal]

Thank you

[@arsalanaligaad6061]

Much appreciated. Thank you Sir 😊

[@atulhadap2176]

Very well demonstrated and explained. Thank You

[@TheConceptsbyDrAtifBilal]

You are welcome!

[@shehaaraa]

Thank you so much for your valuable explanation ! Really appreciate it 👏

[@TheConceptsbyDrAtifBilal]

Glad it was helpful!

[@anshicaaron80]

loving the series

[@TheConceptsbyDrAtifBilal]

Thank you.

[@ShinewithDr.Pooja26]

thnakyou so much.. very well explained..

[@TheConceptsbyDrAtifBilal]

Glad it helped

[@bareerahibrahim9460]

Sir, how to adjust the data to get the acceptable range for skewness and kurtosis? Pls tell me sir

[@akshitgupta007]

Sir can you tell me what standard deviation shows to us in results and how we would know it is fine according to the mean value.

[@AahsankingADime]

Brilliant guru MashAllah

[@TheConceptsbyDrAtifBilal]

Thank You.

[@ashah8651]

Sir, data is not normally distributed. The plotted normal distribution curve only shows the reference curve with which we need to compare our original data, which in your example is outside the curve hence skewed and abnormally distributed.

[@TheConceptsbyDrAtifBilal]

Yes, you are right. not many actual data sets are normally distributed which is why we take the range or just get the feel of the data.

[@hinasamreen7808]

Sir what if skewness value is 2.64 and kurtosis is 7.6? If beyond the acceptable range. Then how can we treat this issue? Please address this query.

[@TheConceptsbyDrAtifBilal]

These values are also ok. Just report them. I was using the range on the 5 point Likert scale. Different data will have different values.

[@hinasamreen7808]

@@TheConceptsbyDrAtifBilal thanks sir for clarifying it

[@user-iw5xr5ew3f]

Sir how do we take out skewness and Kurtosis from descriptive table?

[@TheConceptsbyDrAtifBilal]

Before clicking ok, go to options and select these check boxes.

[@priyankasharma8860]

Sir, Please tell what are the "computed values" you have used to check normality? Whether they are the mean scores or z-scores?

[@TheConceptsbyDrAtifBilal]

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[@priyankasharma8860]

Thanks a lot sir. this is really helpful. regards@@TheConceptsbyDrAtifBilal

[@Hellz706]

My skewness and kurtosis values are near to zero but are all negative , does it mean its a normal distribution?

[@TheConceptsbyDrAtifBilal]

Yes they are ok. closer to zero are normality indicator, no matter positive or negative

[@Hellz706]

@@TheConceptsbyDrAtifBilal thank you sir

[@ishuuupoonia4472]

Sir I don't know why but this output window is not visible when I click on OK button, no new window opens, can you please help me regarding this.

[@TheConceptsbyDrAtifBilal]

It might open but in the background,
Or the SPSS u r using might not be fully licensed.
Or there must be something wrong with the settings. Look for SPSS output window settings

[@ishuuupoonia4472]

@@TheConceptsbyDrAtifBilal Ok sir thank you so much for help, I'll try to figure out what's the issue occurring.

[@lawrencemarketi5315]

Can I have the data you used

[@madihaashraf8685]

How can i get these data files. Please help?

[@TheConceptsbyDrAtifBilal]

Make your own, this way you will learn more.

[@aftabhussain5858]

what we do if data is not normaly distributed

[@TheConceptsbyDrAtifBilal]

dose not make much difference, but to be safe you can go for non parametric tests.

[@aftabhussain5858]

@@TheConceptsbyDrAtifBilal can i get your email

[@MsTreefalls]

P8

[@TheConceptsbyDrAtifBilal]

👍