Stat 121 Analysis Tool
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Exploratory Data Analysis
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select dataset:
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
2) Select Variable
3) Graphical Exploratory Data Analysis
Which plot would you like to draw?
---
Histogram
Density (smoothed histogram)
Boxplot
Dotplot
Barplot
Pie Chart
Proportion Bar Plot
4) Numerical Exploratory Data Analysis
Which summary would you like to calculate?
---
Mean
Standard Deviation
Median
Mode
5 Number Summary
Skewness
Table of Counts
Normal Probability Calculator
Probabilities from Normal Distribution
Which tail?
Lower Tail
Upper Tail
Between
What is the mean of the normal distribution?
What is the standard deviation of the normal distribution?
What is the value?
What is the second value?
Percentiles from Normal Distribution
Which tail?
Lower Tail
Upper Tail
Between
What is the mean of the normal distribution?
What is the standard deviation of the normal distribution?
What percentile (must be between 0 and 1)?
What is the second percentile (must be between 0 and 1)?
The Power of the Central Limit Theorem
Population Distribution type:
Normal
Uniform
Left Skewed
Right Skewed
Sample size:
One-Sample T Test for Means
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select dataset:
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Variables
3) Exploratory Data Analysis
Which plot would you like to draw?
---
Histogram
Density (smoothed histogram)
Boxplot
Dotplot
Barplot
Pie Chart
Which numerical summary would you like to calculate?
---
Mean
Standard Deviation
Median
Mode
Skewness
5 Number Summary
Table of Counts
Proceed to Statistical Inference
4) Performing the Test and Calculating the CI
Null Value:
Which sided hypothesis do you want to use?
Not Equal To
<
>
Confidence Level:
Two-Sample T Test for Means
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select dataset:
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Variables
3) Exploratory Data Analysis
Which plot would you like to draw?
---
Histograms
Densities (Smoothed Histograms)
Dotplots
Boxplots
Barplots
Pie Charts
Which numerical summary would you like to calculate for each group?
---
Means
Sample Sizes
Standard Deviations
Medians
Modes
Skewness
5 Number Summaries
Table of Counts
Proportions
Proceed to Statistical Inference
Which plot would you like to draw?
---
Histograms
Densities (Smoothed Histograms)
Dotplots
Boxplots
Barplots
Pie Charts
Which numerical summary would you like to calculate for each group?
---
Means
Sample Sizes
Standard Deviations
Medians
Modes
Skewness
5 Number Summaries
Table of Counts
Proportions
Proceed to Statistical Inference
4) Performing the Test
Which sided hypothesis do you want to use?
Not Equal To
<
>
Confidence Level:
Which sided hypothesis do you want to use?
Not Equal To
<
>
Confidence Level:
ANOVA
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select dataset:
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Variables
3) Exploratory Data Analysis
Which plot would you like to draw?
---
Histograms
Densities (Smoothed Histograms)
Dotplots
Boxplots
Barplots
Pie Charts
Which numerical summary would you like to calculate for each group?
---
Sample sizes
Means
Standard Deviations
Skewness
Medians
Modes
5 Number Summaries
Table of Counts
Proportions
Proceed to Statistical Inference
4) Performing the Test
Confidence Level:
One-Sample Z Test for Proportions
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select Dataset
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Variable
3) Exploratory Data Analysis
Which plot would you like to see?
---
Proportion Bar Graph
Bar Chart
Pie Chart
Which numerical summary would you like to calculate?
---
Mean
Standard Deviation
Median
Mode
5 Number Summary
Proportions
Table of Counts
Proceed to Statistical Inference
4) Performing the One-Sample Z Test for Proportions
Null Hypothesis Proportion (must be between 0 and 1)
Choose an alternative hypothesis:
---
>
<
not equal to
Please select a confidence level
Two-Sample Z Test for Proportions
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select Dataset
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Population
3) Exploratory Data Analysis
Which plot would you like to see?
---
Proportion Bar Chart
Bar Charts
Pie Charts
Which numerical summary would you like to calculate?
---
Proportions
Table of Counts
Sample Sizes
Means
Standard Deviations
Medians
Modes
Skewness
5 Number Summaries
Proceed to Statistical Inference
4) Performing the Two Sample Z Test for Proportions
Choose an alternative hypothesis: pi1 __ pi2
---
>
<
not equal to
Select a confidence level:
Choose an alternative hypothesis: pi1 __ pi2
---
>
<
not equal to
Select a confidence level:
Simple Linear Regression
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select Dataset
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Variables
3) Exploratory Data Analysis
Which plot would you like to draw?
---
Histogram of Explanatory Variable
Histogram of Response Variable
Density of Explanatory Variable
Density of Response Variable
Scatterplot
Scatterplot with Trend Line
Which numerical summary do you want to calculate?
---
Mean of Explanatory Variable
Mean of Response Variable
Std. Dev. of Explanatory Variable
Std. Dev. of Response Variable
Median of Explanatory Variable
Median of Response Variable
Mode of Explanatory Variable
Mode of Response Variable
5 Number Summary of Explanatory Variable
Correlation between Explanatory and Response Variable
Covariance between Explanatory and Response Variable
Proceed to Checking Assumptions
4) Check Regression Assumptions
What regression assumption plot do you want to look at?
---
Scatterplot (Linearity)
Histogram of Residuals (Normality)
Fitted vs. Residuals (Equal Variance)
Proceed to Regression Analysis (Statistical Inference)
5) Regression Analysis
Confidence Level for Slope and Intercept:
Show Fitted Regression Line
Proceed to Predictions
6) Prediction
Cross-Validation: How many folds?
Confidence Level for Predictions:
X value for which you want to predict
What kind of interval do you want?
Confidence Interval
Prediction Interval
Multi Linear Regression
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select Dataset
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select dataset
2) Select Variables
3) Exploratory Data Analysis
Create Scatterplot
Which numerical summary do you want to calculate?
---
Mean
Standard Deviation
Median
Mode
5 Number Summary
Covariance
Correlation
Proceed to Checking Assumptions
4) Check Regression Assumptions
What regression assumption plot do you want to look at?
---
AV Plots (Linearity)
Histogram of Residuals (Normality)
Fitted vs. Residuals (Equal Variance)
Proceed to Regression Analysis (Statistical Inference)
5) Regression Analysis
Confidence Level for Slope and Intercept:
Proceed to Predictions
6) Prediction
Cross-Validation: How many folds?
Confidence Level for Predictions:
What kind of interval do you want?
Confidence Interval
Prediction Interval
Chi-square
1) Dataset Selection
Data Selection
Use Preexisting Dataset
Upload Your Own Dataset
Select dataset:
401K Returns
ACT Test Takers
Airbnb
Aliens
Anemia
Baseball Camp
Basketball Salaries
Batting Averages
Bike Rentals
Billionaires
Body Fat
Bone Loss
Broadway
Building Energy Efficiency
Car Prices
Career Networking
Cereal
Chick-fil-A
Chlorine
Climbing High
Covid
CPI
Crabs
Credit Card Approved
Cuckoo Birds
Deaths
Delay of Gratification
Delta Flights
Diabetes
Diamonds
Diet
Distracted Driving
Dolphins
Dungeons & Dragons
ED Wait Times
Education vs. Marital Status
Fertilizer Experiment
Gestational Age
Going to College
GPAs
Graduate Admission For Indian Students
Happiness
Headlines
Home Field Advantage
Human Evolution
IBM
Inmate Stress
Insurance
Lawyers in Industry
Masters Degree
Math Classes
Melanoma
Michelin Star
Migraine
MLB Hitting
MPG
Natural Disasters 2020
NBA Players from 1982-2022
NHL
Penguins
Placebo
Plant Growth
Possum
Rate My Professors
Salary
Seeds
Sleep Deprivation
Spotify
Starbucks
Student Survey
Sunshine
Supervisor
Surface Temps
Telco Churn
Test Equality
Tipping
Track
US Energy
Walmart
Website Designs
Windmill
Work Hours
Yawning
File upload
Browse...
Header
Separator
Comma
Semicolon
Tab
Space
Note: Maximum file size is 5 MB
Display Dataset
Select This Dataset
2) Select Variables
3) Exploratory Data Analysis
What graphical summaries would you like to display?
---
Conditional Proportion Bar Plot of Row given Column
Conditional Proportion Bar Plot of Column Given Row
Count Bar Plot of Row with Column as Colors
Count Bar Plot of Column with Row as Colors
Barplot of Row Variable
Barplot of Column Variable
Piechart of Row Variable
Piechart of Column Variable
What numerical summaries would you like to calculate?
---
Counts of Row Variable
Counts of Column Variable
Two Way Table of Counts
Marginal Distribution of Row
Marginal Distribution of Column
Conditional Distribution of Column given Row
Conditional Distribution of Row given Column
Proceed to Statistical Inference
4) Chi-square Test