OUTPUT.htm

PRESERVE.
SET DECIMAL DOT.

GET DATA  /TYPE=TXT
  /FILE="C:\Users\jb1094\Downloads\ice_bucket.csv"
  /ENCODING='UTF8'
  /DELIMITERS="\t"
  /QUALIFIER='"'
  /ARRANGEMENT=DELIMITED
  /FIRSTCASE=2
  /DATATYPEMIN PERCENTAGE=95.0
  /VARIABLES=
  upload_day AUTO
  /MAP.
RESTORE.
CACHE.
EXECUTE.

Data written to the working file.
1 variables and 2323000 cases written.
Variable: upload_day         Type: Number  Format : F2

Substitute the following to build syntax for these data.
  /VARIABLES=
   upload_day F2

DATASET NAME DataSet1 WINDOW=FRONT.
* Chart Builder.
GGRAPH
  /GRAPHDATASET NAME="graphdataset" VARIABLES=upload_day MISSING=LISTWISE REPORTMISSING=NO
  /GRAPHSPEC SOURCE=INLINE.
BEGIN GPL
  SOURCE: s=userSource(id("graphdataset"))
  DATA: upload_day=col(source(s), name("upload_day"))
  GUIDE: axis(dim(1), label("upload_day"))
  GUIDE: axis(dim(2), label("Frequency"))
  GUIDE: text.title(label("Simple Histogram of upload_day"))
  ELEMENT: interval(position(summary.count(bin.rect(upload_day))), shape.interior(shape.square))
END GPL.

NotesNotes, table, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 12 rows
Output Created		17-MAR-2021 12:46:29
Comments
Input	Data	C:\Users\jb1094\Downloads\ice_bucket.csv
	Active Dataset	DataSet1
	Filter	<none>
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	2323000
Syntax		GGRAPH /GRAPHDATASET NAME="graphdataset" VARIABLES=upload_day MISSING=LISTWISE REPORTMISSING=NO /GRAPHSPEC SOURCE=INLINE. BEGIN GPL SOURCE: s=userSource(id("graphdataset")) DATA: upload_day=col(source(s), name("upload_day")) GUIDE: axis(dim(1), label("upload_day")) GUIDE: axis(dim(2), label("Frequency")) GUIDE: text.title(label("Simple Histogram of upload_day")) ELEMENT: interval(position(summary.count(bin.rect(upload_day))), shape.interior(shape.square)) END GPL.
Resources	Processor Time	00:00:05.42
Resources	Elapsed Time	17-MAR-2021 12:46:29

DATASET ACTIVATE DataSet1.
DATASET CLOSE DataSet2.
DATASET ACTIVATE DataSet1.
DATASET CLOSE DataSet3.
PRESERVE.
SET DECIMAL DOT.

GET DATA  /TYPE=TXT
  /FILE="C:\Users\jb1094\Downloads\nhanes_selectvars_n500.csv"
  /ENCODING='UTF8'
  /DELIMITERS=","
  /QUALIFIER='"'
  /ARRANGEMENT=DELIMITED
  /FIRSTCASE=2
  /DATATYPEMIN PERCENTAGE=95.0
  /VARIABLES=
  ID AUTO
  Gender AUTO
  Age AUTO
  Weight AUTO
  Height AUTO
  AlcoholDay AUTO
  Depressed AUTO
  BMI AUTO
  SleepHrsNight AUTO
  SleepTrouble AUTO
  /MAP.
RESTORE.
CACHE.
EXECUTE.

Data written to the working file.
10 variables and 500 cases written.
Variable: ID                 Type: Number  Format : F5
Variable: Gender             Type: String  Format : A6
Variable: Age                Type: Number  Format : F2
Variable: Weight             Type: Number  Format : F5.1       One or more values were set to system-missing.
Variable: Height             Type: Number  Format : F5.1       One or more values were set to system-missing.
Variable: AlcoholDay         Type: String  Format : A2
Variable: Depressed          Type: String  Format : A7
Variable: BMI                Type: Number  Format : F5.2       One or more values were set to system-missing.
Variable: SleepHrsNight      Type: String  Format : A2
Variable: SleepTrouble       Type: String  Format : A3

Substitute the following to build syntax for these data.
  /VARIABLES=
   ID F5
   Gender A6
   Age F2
   Weight F5.1
   Height F5.1
   AlcoholDay A2
   Depressed A7
   BMI F5.2
   SleepHrsNight A2
   SleepTrouble A3

DATASET NAME DataSet4 WINDOW=FRONT.
EXAMINE VARIABLES=Height
  /PLOT BOXPLOT HISTOGRAM NPPLOT
  /COMPARE GROUPS
  /STATISTICS DESCRIPTIVES
  /CINTERVAL 95
  /MISSING LISTWISE
  /NOTOTAL.

NotesNotes, table, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 14 rows
Output Created		17-MAR-2021 13:10:13
Comments
Input	Data	C:\Users\jb1094\Downloads\nhanes_selectvars_n500.csv
	Active Dataset	DataSet4
	Filter	<none>
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	500
Missing Value Handling	Definition of Missing	User-defined missing values for dependent variables are treated as missing.
Missing Value Handling	Cases Used	Statistics are based on cases with no missing values for any dependent variable or factor used.
Syntax		EXAMINE VARIABLES=Height /PLOT BOXPLOT HISTOGRAM NPPLOT /COMPARE GROUPS /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL.
Resources	Processor Time	00:00:00.52
Resources	Elapsed Time	17-MAR-2021 13:10:13

Case Processing Summary
	Cases
Height	477	95.4%	23	4.6%	500	100.0%

Descriptives
			Statistic	Std. Error
Height	Mean		159.859	1.0004
	95% Confidence Interval for Mean	Lower Bound	157.894
	95% Confidence Interval for Mean	Upper Bound	161.825
	5% Trimmed Mean		161.858
	Median		165.400
	Variance		477.393
	Std. Deviation		21.8493
	Minimum		84.9
	Maximum		194.5
	Range		109.6
	Interquartile Range		19.5
	Skewness		-1.546	.112
	Kurtosis		2.104	.223

Tests of Normality
	Kolmogorov-Smirnov^a	Shapiro-Wilk
Height	.158	477	.000	.844	477	.000
a. Lilliefors Significance Correction

USE ALL.
COMPUTE filter_$=(Age >= 18).
VARIABLE LABELS filter_$ 'Age >= 18 (FILTER)'.
VALUE LABELS filter_$ 0 'Not Selected' 1 'Selected'.
FORMATS filter_$ (f1.0).
FILTER BY filter_$.
EXECUTE.
EXAMINE VARIABLES=Height
  /PLOT BOXPLOT HISTOGRAM NPPLOT
  /COMPARE GROUPS
  /STATISTICS DESCRIPTIVES
  /CINTERVAL 95
  /MISSING LISTWISE
  /NOTOTAL.

For individuals age 18 or older, Height is normally distributed, no outliers, likely due to the age range (young individuals that have not reached adult Height)

NotesNotes, table, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 14 rows
Output Created		17-MAR-2021 13:15:10
Comments
Input	Data	C:\Users\jb1094\Downloads\nhanes_selectvars_n500.csv
	Active Dataset	DataSet4
	Filter	Age >= 18 (FILTER)
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	339
Missing Value Handling	Definition of Missing	User-defined missing values for dependent variables are treated as missing.
Missing Value Handling	Cases Used	Statistics are based on cases with no missing values for any dependent variable or factor used.
Syntax		EXAMINE VARIABLES=Height /PLOT BOXPLOT HISTOGRAM NPPLOT /COMPARE GROUPS /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL.
Resources	Processor Time	00:00:00.50
Resources	Elapsed Time	17-MAR-2021 13:15:10

Case Processing Summary
	Cases
Height	336	99.1%	3	0.9%	339	100.0%

Descriptives
			Statistic	Std. Error
Height	Mean		168.629	.5575
	95% Confidence Interval for Mean	Lower Bound	167.533
	95% Confidence Interval for Mean	Upper Bound	169.726
	5% Trimmed Mean		168.680
	Median		168.750
	Variance		104.427
	Std. Deviation		10.2189
	Minimum		143.1
	Maximum		194.5
	Range		51.4
	Interquartile Range		13.9
	Skewness		-.070	.133
	Kurtosis		-.399	.265

Tests of Normality
	Kolmogorov-Smirnov^a			Shapiro-Wilk
	Statistic	df	Sig.	Statistic	df	Sig.
Height	.035	336	.200^*	.995	336	.432
a. Lilliefors Significance Correction
*. This is a lower bound of the true significance.

PRESERVE.
SET DECIMAL DOT.

GET DATA  /TYPE=TXT
  /FILE="C:\Users\jb1094\Downloads\cort-hypothetical.txt"
  /ENCODING='UTF8'
  /DELCASE=LINE
  /DELIMITERS="\t"
  /ARRANGEMENT=DELIMITED
  /FIRSTCASE=2
  /DATATYPEMIN PERCENTAGE=95.0
  /VARIABLES=
  ID AUTO
  cortisol_baseline AUTO
  /MAP.
RESTORE.

CACHE.
EXECUTE.

Data written to the working file.
2 variables and 400 cases written.
Variable: ID                 Type: Number  Format : F5
Variable: cortisol_baseline   Type: Number  Format : F6.3       One or more values were set to system-missing.

Substitute the following to build syntax for these data.
  /VARIABLES=
   ID F5
   cortisol_baseline F6.3

DATASET NAME DataSet5 WINDOW=FRONT.
EXAMINE VARIABLES=cortisol_baseline
  /PLOT BOXPLOT HISTOGRAM NPPLOT
  /COMPARE GROUPS
  /STATISTICS DESCRIPTIVES
  /CINTERVAL 95
  /MISSING LISTWISE
  /NOTOTAL.

NotesNotes, table, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 14 rows
Output Created		17-MAR-2021 13:20:00
Comments
Input	Data	C:\Users\jb1094\Downloads\cort-hypothetical.txt
	Active Dataset	DataSet5
	Filter	<none>
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	400
Missing Value Handling	Definition of Missing	User-defined missing values for dependent variables are treated as missing.
Missing Value Handling	Cases Used	Statistics are based on cases with no missing values for any dependent variable or factor used.
Syntax		EXAMINE VARIABLES=cortisol_baseline /PLOT BOXPLOT HISTOGRAM NPPLOT /COMPARE GROUPS /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL.
Resources	Processor Time	00:00:00.47
Resources	Elapsed Time	17-MAR-2021 13:20:00

Case Processing Summary
	Cases
cortisol_baseline	390	97.5%	10	2.5%	400	100.0%

Descriptives
			Statistic	Std. Error
cortisol_baseline	Mean		4.79593	.170363
	95% Confidence Interval for Mean	Lower Bound	4.46098
	95% Confidence Interval for Mean	Upper Bound	5.13088
	5% Trimmed Mean		4.43909
	Median		3.93150
	Variance		11.319
	Std. Deviation		3.364405
	Minimum		.389
	Maximum		28.294
	Range		27.905
	Interquartile Range		3.281
	Skewness		2.453	.124
	Kurtosis		10.088	.247

Tests of Normality
	Kolmogorov-Smirnov^a			Shapiro-Wilk
	Statistic	df	Sig.	Statistic	df	Sig.
cortisol_baseline	.140	390	.000	.805	390	.000
a. Lilliefors Significance Correction

COMPUTE log_cortisol_baseline=LN(cortisol_baseline).
EXECUTE.
EXAMINE VARIABLES=log_cortisol_baseline
  /PLOT BOXPLOT HISTOGRAM NPPLOT
  /COMPARE GROUPS
  /STATISTICS DESCRIPTIVES
  /CINTERVAL 95
  /MISSING LISTWISE
  /NOTOTAL.

NotesNotes, table, 0 levels of column headers and 2 levels of row headers, table with 3 columns and 14 rows
Output Created		17-MAR-2021 13:24:16
Comments
Input	Data	C:\Users\jb1094\Downloads\cort-hypothetical.txt
	Active Dataset	DataSet5
	Filter	<none>
	Weight	<none>
	Split File	<none>
	N of Rows in Working Data File	400
Missing Value Handling	Definition of Missing	User-defined missing values for dependent variables are treated as missing.
Missing Value Handling	Cases Used	Statistics are based on cases with no missing values for any dependent variable or factor used.
Syntax		EXAMINE VARIABLES=log_cortisol_baseline /PLOT BOXPLOT HISTOGRAM NPPLOT /COMPARE GROUPS /STATISTICS DESCRIPTIVES /CINTERVAL 95 /MISSING LISTWISE /NOTOTAL.
Resources	Processor Time	00:00:00.47
Resources	Elapsed Time	17-MAR-2021 13:24:16

Case Processing Summary
	Cases
log_cortisol_baseline	390	97.5%	10	2.5%	400	100.0%

Descriptives
			Statistic	Std. Error
log_cortisol_baseline	Mean		1.3687	.03226
	95% Confidence Interval for Mean	Lower Bound	1.3053
	95% Confidence Interval for Mean	Upper Bound	1.4322
	5% Trimmed Mean		1.3758
	Median		1.3690
	Variance		.406
	Std. Deviation		.63702
	Minimum		-.94
	Maximum		3.34
	Range		4.29
	Interquartile Range		.80
	Skewness		-.149	.124
	Kurtosis		.528	.247

Tests of Normality
	Kolmogorov-Smirnov^a			Shapiro-Wilk
	Statistic	df	Sig.	Statistic	df	Sig.
log_cortisol_baseline	.047	390	.041	.994	390	.139
a. Lilliefors Significance Correction

	Cases
	Valid		Missing		Total
	N	Percent	N	Percent	N	Percent
Height	477	95.4%	23	4.6%	500	100.0%