User:Hdaguinsin

About Me

My name is Hannah Daguinsin. I am a rising junior at Xavier University where I am majoring in Computer Science and Biology and minoring in Chemistry.

Week 1

• Orientation

• Data science bootcamp

• Pandas, data cleaning , machine learning techniques

• Data visualization with iris and employment data

• Read research papers

Week 2

• Completed citi training

• Ethics and research workshop with Dr. Brylow

• Attended technical writing seminar

• Read research papers

Week 3

• Meet with team

• State primary research hypotheses

• Ho: No change in cohort sedentary activity after the program

• HA: Decrease in cohort sedentary activity due to program

• Ho: No change in cohort MPA ( moderate-intensity physical activity) after the program

• HA: Increase in cohort mpa due to program

• Data elements: cohort sedentary activity data from T1 and T6, cohort mpa data from T1 and T6.

• Treatment- cohort

• Control- the control group, height weight BMI, no fitbit data

• Statistical tests: paired T-test, regression analysis

Week 4

• Merge data sets

• describe samples

• investigate patterns of correlation

• Analyze children’s fitness using fitness test data and Fitbit activity levels

• Fill null spaces with averages

• See how physical fitness relates to their nutrition and sleep, BMI

• Are healthier children better at fitness tests

• Compare the cohort’s data to national avg

• Different bc cohort has 80th percentile of body fat

• Make health/fitness score