Analyze your data set using Chi-Square. Below is the hypothesis that

Analyze your data set using Chi-Square. Below is the hypothesis that help describes the data attached. Now pick ONLY ONE to answer. Main goal is to use the data that we found in our Chi-Square test and use it to answer ONE of the questions below. The attached files have the Question for all 4 Chi-Squares to help better understand what our results stand for.

HYPOTHESIS/Question: Creative individuals are more likely to commit acts of dishonesty in the digital environment because they are more likely to take advantage of non face-to-face interactions compared to non creative individuals as it provides more time to deliberately think of a response.

The test results for the (4) Chi-Square questions.
Question 1 – Chi-Square 1: 1.20
Question 2 – Chi-Square 2: 5.17
Question 3 – Chi-Square 3: 15.39
Question 4 – Chi-Square 4: 3.78

(A) A discussion of the internal validity of the study. Are there alternate explanations for the data? What counterarguments do you have for the alternate explanations for the data that can be levied at your work. What about those non-significant results? How will you explain them away? It’s not enough to simply say ‘you made a mistake’. This needs to be written in a way that helps you salvage the results.

(B) What about the external validity of the study? Where are the real world applications for this work? At the very least, what’s the next step for your research. Challenge yourself–there’s more to this than just saying “We need a more representative sample” or “We need more subjects”. What new questions does your research inspire?[supanova_question]

Fairness Analysis of Pre-trained Model

Run the COMPAS Recidivism Classifier Notebook DEMO linked from the Google What-If Tool page -> https://colab.research.google.com/github/pair-code/what-if-tool/blob/master/WIT_COMPAS.ipynb (Links to an external site.). You don’t need to change the code, just click Run all in Runtime tab.

Under the “Invoke What-If Tool for test data and the trained models” step, you can see the same results that ProPublica found in their analysis by:

Selecting the “Performance [supanova_question]

World Cup on the political and social fabrics of the country.

Statistics Assignment Help The 16th Man” about South Africa, Nelson Mandela and Rugby.
The paper topic:
Define the longer-lasting effects of the 1995 Rugby World Cup on the political and social fabrics of the country.[supanova_question]

** Body data excel attached** Select 3 columns of your choice

** Body data excel attached**

Select 3 columns of your choice from the list below (do not select a column that is not on this list):

Pulse (pulse rate in beats per minute)
HDL (HDL cholesterol, mg/dL)
LDL (LDL cholesterol, mg/dL)
White (white blood cell count, 1000 cells/µL)
Red (red blood cell count, million cells/µL)
Weight (weight, kg)
Height (height, cm)
Waist (waist circumference, cm)
Arm Circ (arm circumference, cm)
BMI (body mass index, kg/m2)

For each of the 3 columns you selected, determine whether the data is normally distributed in two ways:

Create a Histogram of the data and determine if it is approximately bell-shaped, and
Create a Normal Quantile Plot and determine if the pattern of points is reasonably close to a straight line.

After examining these two graphs together, decide whether the data is normally distributed and explain your findings.
Paste your graphs inside the body of your submission (no external attachments!)[supanova_question]