Survey: Baseline 1 This Codebook contains most questions from Baseline 1, consistent with the dataset Baseline1.dta. It contains Metadata on the whole dataset, a distribution and summary of each item, Misingness report and a Codebook Table. Codebook Table contains each item, summary statistics and the text of a corresponding question. It also allows a user to generate an .xlsv or .csv Codebook tables instantly.

knitr::opts_chunk$set(error = FALSE, message = FALSE)
ggplot2::theme_set(ggplot2::theme_bw())
pander::panderOptions("table.split.table", Inf)
library(codebook)
library(dplyr)
codebook_data <- rio::import("01_input/Baseline1.csv")


var_label(codebook_data)<-list(I_Gender="Sex",
                           I_Date_of_birth="When were you born?",
                           I_Age="How old are you?(winsorized)",
#                           I_Place_birth="Place of Birth",
#                           I_Adress="Home address (Building Number, Street Name, Village, City):",
                           I_Have_cel="Do you own your own cell phone?",
#                           I_Cell_number="What is (are) your cell phone number (s)?",
                           I_Others_cel="Can you use someone else`s cell phone to make and receive calls?",
#                           I_Cell_number_father="What is your Father`s phone number?",
#                           I_Cell_number_mother="What is your Mother`s phone number?",
#                           I_Cell_number_other="What are others phone numbers in your family?",
#                           I_email="Email account",
#                           I_Whatsapp="What are your social media nicknames/contacts in Whatsapp?",
                           I_no_Whatsapp="Do not have/ Do not want to share Whatsapp",
#                           I_Instragram="What are your social media nicknames/contacts in Instagram?",
                           I_no_Instragram="Do not have/ Do not want to share Instagram",
                           I_Language="What language or languages do you speak?",
                           I_Ethnicity="How do you identify yourself according to your culture and customs?",
                           I_Ethnicity_other="In case other is chosen in I_Ethnicity",
                           I_Laundry="Does your family own a Washing machine (if yes, how many)?",
                           I_Air_conditioner="Does your family own a Air conditioning / Dryer (if yes, how many)?",
                           I_TV="Does your family own a Flat screen TV (if yes, how many)?",
                           I_Car="Does your family own a Family Car (if yes, how many)?",
                           I_Employees="Does your family have Domestic Employees / Driver / Gardener (if yes, how many)?",
                           I_N_toilets="Number of bathrooms your family owns",
                           I_Numbers_rooms="Number of bedrooms your family owns?",
                           II_Worthy_emp="On a scale from 1 to 7: In general, starting a business is Worthless / Worthwhile",
                           II_Bored_emp="On a scale from 1 to 7: In general, starting a business is Boring / Fun",
                           II_Negative_emp="On a scale from 1 to 7: In general, starting a business is Negative / Positive",
                           II_Need_emp="On a scale from 1 to 7: In general, starting a business is Need/Opportunity",
                           II_Start_emp="On a scale from 1 to 7 (how much do you agree): I often think about starting a business",
                           II_Ideas_emp="On a scale from 1 to 7 (how much do you agree): I have business ideas I am going to implement",
                           II_Own_boss="On a scale from 1 to 7 (how much do you agree): My goal is to become my own boss",
                           II_Worthy_stem="On a scale from 1 to 7: In general, starting a career in STEM is Worthless / Worthwhile",
                           II_Bored_stem="On a scale from 1 to 7: In general, starting a career in STEM is Boring / Fun",
                           II_Negative_stem="On a scale from 1 to 7: In general, starting a career in STEM is Negative / Positive",
                           II_Study_stem="On a scale from 1 to 7 (how much do you agree): I often think about starting career in STEM",
                           II_Ideas_stem="On a scale from 1 to 7 (how much do you agree): I have ideas in STEM I am going to implement ",
                           II_Profesional_stem="On a scale from 1 to 7 (how much do you agree): My goal is to become a professional in STEM",
                           II_Study_uni="Do you plan to go to the University?",
#                           II_Option1="Please, name top 3 specialization that you would choose to study in the University? First Option:",
#                           II_Option2="Please, name top 3 specialization that you would choose to study in the University? Second Option:",
#                           II_Option3="Please, name top 3 specialization that you would choose to study in the University? Third Option:",
                           III_Know_scientifics="Do you know any adults who work as scientists?",
                           III_Know_engine="Do you know any adults who work as engineers?",
                           III_Know_ent="Do you know any adults who work as entrepreneurs?",
                           III_Know_mathe="Do you know any adults who work as mathematicians?",
                           III_Know_tech="Do you know any adults who work as technologists?",
#                           III_Expectations_5="What do you expect you will be doing to earn a living in 5 years from now?",
#                           III_Expectations_10="What do you expect you will be doing to earn a living in 10 years from now?",
                           III_3_Entr_Success="How much do you agree with the next statement: I will succeed as an entrepreneur",
                           III_3_Stem_Success="How much do you agree with the next statement: I will succeed as a STEM professional",
                           III_Succes_public="How much do you agree with the next statement: I will succeed as an public servant",
                           III_Earn_5_Years="How much do you expect to earn per month in 5 years from now? (winsorized)",
                           III_Earn_10_Years="How much do you expect to earn per month in 10 years from now? (winsorized)",
                           III_Salary_ecuador="Based on your knowledge, how much do you think the minimum wage per month in Ecuador?(winsorized)",
                           III_Salary_entE="How much do you think entrepreneur earn on average per month in Ecuador?(winsorized)",
                           III_Salary_stemE="How much do you think STEM professional earn on average per month in Ecuador?(winsorized)",
                           IV_Mother_work="Is your mother employed?",
#                           IV_Mother_profession="What is the profession of your mother?",
                           IV_Mother_edu="What is the highest degree obtained by your mother?",
                           IV_Mother_business="Has your mother ever owned a business or been self employed?",
                           IV_Mothers_employees="What is the largest number of employees your mother's business ever had?(winsorized)",
                           IV_Father_work="Is your father employed?",
#                           IV_Father_profession="What is the profession of your father?",
                           IV_Father_edu="What is the highest degree obtained by your father?",
                           IV_Father_business="Has your father ever owned a business or been self employed?",
                           IV_Fathers_employees="What is the largest number of employees your father's business ever had?(winsorized)",
                           IV_Sibling_work="Is any of your brother(s) or sister(s) employed?",
#                           IV_Sibling_profession="What is the profession of your brother or sister?",
                           IV_Sibling_edu="What is the highest degree obtained by your brother or sister?",
                           IV_Sibling_business="Has any of your brother(s) or sister(s) ever owned a business or been self employed?",
                           IV_Siblings_employees="What is the largest number of employees your brother or sister's business ever had?(winsorized)",
                           V_Work_Experienve="Have you ever worked in a paid job or in an unpaid job?",
#                           V_Activity="What is the main job you have worked in (be specific e.g. cashier in restaurant, shop helper, etc.)?",
                           VI_attitudes1_1="There are times when I let others take responsibility for solving the  problem.",
                           VI_attitudes1_2="Rather than negotiate the things on which we disagree, I try to  stress those things upon which we both agree.",
                           VI_attitudes1_3="I am usually firm in pursuing my goals.",
                           VI_attitudes1_4="I might try to soothe the others feelings and preserve our relationship.",
                           VI_attitudes2_1="Whenever something goes wrong, I look for a solution immediately.",
                           VI_attitudes2_2="Whenever there's an opportunity to get actively involved, I do.",
                           VI_attitudes2_3="I take the initiative immediately, even if others do not.",
                           VI_attitudes2_4="I take advantage of opportunities quickly to achieve my goals.",
                           VI_attitudes2_5="I usually do more than I'm asked to.",
                           VI_attitudes2_6="I'm particularly good at coming up with ideas.",
                           VI_attitudes3_1="I take initiative even when others don`t.",
                           VI_attitudes3_2="I work harder for my assignments than what is typically expected.",
                           VI_attitudes3_3="I set myself goals that are beneficial for my learning or development.",
                           VI_attitudes3_4="I independently search for new tasks.",
                           VI_attitudes3_5="I actively attack problems.",
                           VI_attitudes3_6="I anticipate opportunities.",
                           VI_attitudes3_7="When I have set my own learning goal, I pursue it persistently.",
                           VI_attitudes3_8="When I have set my own learning goal, I do not give up working on the task if something goes wrong.",
                           VII_Risk_preference="Are you generally a person who is fully prepared to take risks or do you try to avoid taking risks?",
                           VII_Time_preference="How willing are you to give up something that is beneficial for you today in order to benefit more from that in the future?",
                           VII_Confidence="I assume that people have only the best intentions.",
                           VII_Traits_1="I look like someone who is reserved",
                           VII_Traits_2="I look like someone who is usually confident",
                           VII_Traits_3="I look like someone who does a thorough job",
                           VII_Traits_4="I look like someone who relaxes, handles people well",
                           VII_Traits_5="I look like someone who has an active imagination",
                           VII_Traits_6="I look like someone who is open, sociable",
                           VII_Traits_7="I look like someone who tends to find fault with others",
                           VII_Traits_8="I look like someone who tends to be weak ",
                           VII_Traits_9="I look like someone who gets nervous easily",
                           VII_Traits_10="I look like someone who has few artistic concerns",
#                           VIII_Name_contacto="Contact`s Name:",
                           VIII_Relation_contacto="Contact`s Relationship to you:",
#                           VIII_Relation_contactoE="Contact`s Relationship to you if other:",
#                           VIII_Adress_contacto="Contact`s Address:",
#                           VIII_Number_contacto="Contact`s Phone number:",
#                           VIII_Otro_contacto="Contact`s Other contact information (email/Whatsapp/Skype/etc.)",
                           TimeinMinutes="Time spent on the platform in minutes",
  amie="School id",
  Grade="Grade in which a student studies",
  LearnspaceName = "Treatment assigned",
ID="Unique Student Identification Created by SLO")



codebook_data <- detect_scales(codebook_data,quiet =TRUE)
## Warning in detect_scales(codebook_data, quiet = TRUE): VI_attitudes1 items
## found, but no aggregate
## Warning in detect_scales(codebook_data, quiet = TRUE): VI_attitudes2 items
## found, but no aggregate
## Warning in detect_scales(codebook_data, quiet = TRUE): VI_attitudes3 items
## found, but no aggregate
## Warning in detect_scales(codebook_data, quiet = TRUE): VII_Traits items found,
## but no aggregate

Create codebook

codebook(codebook_data)

Metadata

Description

Dataset name: codebook_data

The dataset has N=15642 rows and 94 columns. 66 rows have no missing values on any column.

Metadata for search engines

  • Date published: 2020-06-09
x
I_Gender
I_Date_of_birth
I_Age
I_Have_cel
I_Others_cel
I_no_Whatsapp
I_no_Instragram
I_Language
I_Ethnicity
I_Ethnicity_other
I_Laundry
I_Air_conditioner
I_TV
I_Car
I_Employees
I_N_toilets
I_Numbers_rooms
II_Worthy_emp
II_Bored_emp
II_Negative_emp
II_Need_emp
II_Start_emp
II_Ideas_emp
II_Own_boss
II_Worthy_stem
II_Bored_stem
II_Negative_stem
II_Study_stem
II_Ideas_stem
II_Profesional_stem
II_Study_uni
III_Know_scientifics
III_Know_engine
III_Know_ent
III_Know_mathe
III_Know_tech
III_3_Entr_Success
III_3_Stem_Success
III_Succes_public
III_Earn_5_Years
III_Earn_10_Years
III_Salary_ecuador
III_Salary_entE
III_Salary_stemE
IV_Mother_work
IV_Mother_edu
IV_Mother_business
IV_Mothers_employees
IV_Father_work
IV_Father_edu
IV_Father_business
IV_Fathers_employees
IV_Sibling_work
IV_Sibling_edu
IV_Sibling_business
IV_Siblings_employees
V_Work_Experienve
VI_attitudes1_1
VI_attitudes1_2
VI_attitudes1_3
VI_attitudes1_4
VI_attitudes2_1
VI_attitudes2_2
VI_attitudes2_3
VI_attitudes2_4
VI_attitudes2_5
VI_attitudes2_6
VI_attitudes3_1
VI_attitudes3_2
VI_attitudes3_3
VI_attitudes3_4
VI_attitudes3_5
VI_attitudes3_6
VI_attitudes3_7
VI_attitudes3_8
VII_Risk_preference
VII_Time_preference
VII_Confidence
VII_Traits_1
VII_Traits_2
VII_Traits_3
VII_Traits_4
VII_Traits_5
VII_Traits_6
VII_Traits_7
VII_Traits_8
VII_Traits_9
VII_Traits_10
VIII_Relation_contacto
TimeinMinutes
amie
Grade
LearnspaceName
ID

#Variables

I_Gender

Sex

Distribution

Distribution of values for I_Gender

Distribution of values for I_Gender

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Gender Sex character 0 1 3 0 5 9 0

I_Date_of_birth

When were you born?

Distribution

Distribution of values for I_Date_of_birth

Distribution of values for I_Date_of_birth

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Date_of_birth When were you born? character 0 1 8104 0 1 45 11

I_Age

How old are you?(winsorized)

Distribution

Distribution of values for I_Age

Distribution of values for I_Age

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
I_Age How old are you?(winsorized) numeric 0 1 14 16 18 15.96931 1.124592 ▂▇▇▅▂

I_Have_cel

Do you own your own cell phone?

Distribution

Distribution of values for I_Have_cel

Distribution of values for I_Have_cel

4 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
I_Have_cel Do you own your own cell phone? numeric 4 0.9997443 0 1 1 0.7281622 0.444921 ▃▁▁▁▇

I_Others_cel

Can you use someone else`s cell phone to make and receive calls?

Distribution

Distribution of values for I_Others_cel

Distribution of values for I_Others_cel

11365 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
I_Others_cel Can you use someone else`s cell phone to make and receive calls? numeric 11365 0.2734305 0 1 1 0.6864625 0.463985 ▃▁▁▁▇

I_no_Whatsapp

Do not have/ Do not want to share Whatsapp

Distribution

Distribution of values for I_no_Whatsapp

Distribution of values for I_no_Whatsapp

7058 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_no_Whatsapp Do not have/ Do not want to share Whatsapp character 7058 0.5487789 2 0 8 18 0

I_no_Instragram

Do not have/ Do not want to share Instagram

Distribution

Distribution of values for I_no_Instragram

Distribution of values for I_no_Instragram

4192 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_no_Instragram Do not have/ Do not want to share Instagram character 4192 0.7320036 2 0 8 18 0

I_Language

What language or languages do you speak?

Distribution

Distribution of values for I_Language

Distribution of values for I_Language

45 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Language What language or languages do you speak? character 45 0.9971231 5 0 8 18 0

I_Ethnicity

How do you identify yourself according to your culture and customs?

Distribution

Distribution of values for I_Ethnicity

Distribution of values for I_Ethnicity

45 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Ethnicity How do you identify yourself according to your culture and customs? character 45 0.9971231 7 0 4 15 0

I_Ethnicity_other

In case other is chosen in I_Ethnicity

Distribution

Distribution of values for I_Ethnicity_other

Distribution of values for I_Ethnicity_other

15188 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Ethnicity_other In case other is chosen in I_Ethnicity character 15188 0.0290244 264 0 1 106 1

I_Laundry

Does your family own a Washing machine (if yes, how many)?

Distribution

Distribution of values for I_Laundry

Distribution of values for I_Laundry

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Laundry Does your family own a Washing machine (if yes, how many)? character 262 0.9832502 7 0 1 2 0

I_Air_conditioner

Does your family own a Air conditioning / Dryer (if yes, how many)?

Distribution

Distribution of values for I_Air_conditioner

Distribution of values for I_Air_conditioner

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Air_conditioner Does your family own a Air conditioning / Dryer (if yes, how many)? character 262 0.9832502 7 0 1 2 0

I_TV

Does your family own a Flat screen TV (if yes, how many)?

Distribution

Distribution of values for I_TV

Distribution of values for I_TV

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_TV Does your family own a Flat screen TV (if yes, how many)? character 262 0.9832502 7 0 1 2 0

I_Car

Does your family own a Family Car (if yes, how many)?

Distribution

Distribution of values for I_Car

Distribution of values for I_Car

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Car Does your family own a Family Car (if yes, how many)? character 262 0.9832502 7 0 1 2 0

I_Employees

Does your family have Domestic Employees / Driver / Gardener (if yes, how many)?

Distribution

Distribution of values for I_Employees

Distribution of values for I_Employees

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Employees Does your family have Domestic Employees / Driver / Gardener (if yes, how many)? character 262 0.9832502 7 0 1 2 0

I_N_toilets

Number of bathrooms your family owns

Distribution

Distribution of values for I_N_toilets

Distribution of values for I_N_toilets

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_N_toilets Number of bathrooms your family owns character 262 0.9832502 7 0 1 2 0

I_Numbers_rooms

Number of bedrooms your family owns?

Distribution

Distribution of values for I_Numbers_rooms

Distribution of values for I_Numbers_rooms

262 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
I_Numbers_rooms Number of bedrooms your family owns? character 262 0.9832502 7 0 1 2 0

II_Worthy_emp

On a scale from 1 to 7: In general, starting a business is Worthless / Worthwhile

Distribution

Distribution of values for II_Worthy_emp

Distribution of values for II_Worthy_emp

90 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Worthy_emp On a scale from 1 to 7: In general, starting a business is Worthless / Worthwhile numeric 90 0.9942463 0 6 7 5.337256 1.975577 ▁▁▂▂▇

II_Bored_emp

On a scale from 1 to 7: In general, starting a business is Boring / Fun

Distribution

Distribution of values for II_Bored_emp

Distribution of values for II_Bored_emp

90 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Bored_emp On a scale from 1 to 7: In general, starting a business is Boring / Fun numeric 90 0.9942463 0 5 7 4.8442 1.945028 ▂▁▅▃▇

II_Negative_emp

On a scale from 1 to 7: In general, starting a business is Negative / Positive

Distribution

Distribution of values for II_Negative_emp

Distribution of values for II_Negative_emp

90 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Negative_emp On a scale from 1 to 7: In general, starting a business is Negative / Positive numeric 90 0.9942463 0 6 7 5.09883 2.147345 ▂▁▂▂▇

II_Need_emp

On a scale from 1 to 7: In general, starting a business is Need/Opportunity

Distribution

Distribution of values for II_Need_emp

Distribution of values for II_Need_emp

91 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Need_emp On a scale from 1 to 7: In general, starting a business is Need/Opportunity numeric 91 0.9941823 0 6 7 5.353868 1.985181 ▁▁▂▂▇

II_Start_emp

On a scale from 1 to 7 (how much do you agree): I often think about starting a business

Distribution

Distribution of values for II_Start_emp

Distribution of values for II_Start_emp

100 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Start_emp On a scale from 1 to 7 (how much do you agree): I often think about starting a business numeric 100 0.993607 0 5 7 4.831103 1.896757 ▁▁▅▃▇

II_Ideas_emp

On a scale from 1 to 7 (how much do you agree): I have business ideas I am going to implement

Distribution

Distribution of values for II_Ideas_emp

Distribution of values for II_Ideas_emp

100 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Ideas_emp On a scale from 1 to 7 (how much do you agree): I have business ideas I am going to implement numeric 100 0.993607 0 5 7 4.538927 1.960618 ▂▂▆▃▇

II_Own_boss

On a scale from 1 to 7 (how much do you agree): My goal is to become my own boss

Distribution

Distribution of values for II_Own_boss

Distribution of values for II_Own_boss

100 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Own_boss On a scale from 1 to 7 (how much do you agree): My goal is to become my own boss numeric 100 0.993607 0 7 7 5.985459 1.701272 ▁▁▁▁▇

II_Worthy_stem

On a scale from 1 to 7: In general, starting a career in STEM is Worthless / Worthwhile

Distribution

Distribution of values for II_Worthy_stem

Distribution of values for II_Worthy_stem

113 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Worthy_stem On a scale from 1 to 7: In general, starting a career in STEM is Worthless / Worthwhile numeric 113 0.9927759 0 6 7 5.497907 1.838224 ▁▁▂▂▇

II_Bored_stem

On a scale from 1 to 7: In general, starting a career in STEM is Boring / Fun

Distribution

Distribution of values for II_Bored_stem

Distribution of values for II_Bored_stem

113 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Bored_stem On a scale from 1 to 7: In general, starting a career in STEM is Boring / Fun numeric 113 0.9927759 0 5 7 4.936441 1.83015 ▁▁▃▃▇

II_Negative_stem

On a scale from 1 to 7: In general, starting a career in STEM is Negative / Positive

Distribution

Distribution of values for II_Negative_stem

Distribution of values for II_Negative_stem

113 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Negative_stem On a scale from 1 to 7: In general, starting a career in STEM is Negative / Positive numeric 113 0.9927759 0 6 7 5.413034 1.912916 ▁▁▂▂▇

II_Study_stem

On a scale from 1 to 7 (how much do you agree): I often think about starting career in STEM

Distribution

Distribution of values for II_Study_stem

Distribution of values for II_Study_stem

117 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Study_stem On a scale from 1 to 7 (how much do you agree): I often think about starting career in STEM numeric 117 0.9925201 0 5 7 4.901836 2.087132 ▂▁▃▂▇

II_Ideas_stem

On a scale from 1 to 7 (how much do you agree): I have ideas in STEM I am going to implement

Distribution

Distribution of values for II_Ideas_stem

Distribution of values for II_Ideas_stem

117 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Ideas_stem On a scale from 1 to 7 (how much do you agree): I have ideas in STEM I am going to implement numeric 117 0.9925201 0 5 7 4.439742 2.005161 ▂▂▆▃▇

II_Profesional_stem

On a scale from 1 to 7 (how much do you agree): My goal is to become a professional in STEM

Distribution

Distribution of values for II_Profesional_stem

Distribution of values for II_Profesional_stem

117 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Profesional_stem On a scale from 1 to 7 (how much do you agree): My goal is to become a professional in STEM numeric 117 0.9925201 0 6 7 4.98029 2.137775 ▂▁▃▂▇

II_Study_uni

Do you plan to go to the University?

Distribution

Distribution of values for II_Study_uni

Distribution of values for II_Study_uni

119 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
II_Study_uni Do you plan to go to the University? numeric 119 0.9923923 -1 1 1 0.7128132 0.5131766 ▁▁▂▁▇

III_Know_scientifics

Do you know any adults who work as scientists?

Distribution

Distribution of values for III_Know_scientifics

Distribution of values for III_Know_scientifics

152 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Know_scientifics Do you know any adults who work as scientists? numeric 152 0.9902826 -1 1 1 0.4014848 0.8027877 ▃▁▂▁▇

III_Know_engine

Do you know any adults who work as engineers?

Distribution

Distribution of values for III_Know_engine

Distribution of values for III_Know_engine

152 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Know_engine Do you know any adults who work as engineers? numeric 152 0.9902826 -1 -1 1 -0.5723693 0.7433773 ▇▁▁▁▂

III_Know_ent

Do you know any adults who work as entrepreneurs?

Distribution

Distribution of values for III_Know_ent

Distribution of values for III_Know_ent

152 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Know_ent Do you know any adults who work as entrepreneurs? numeric 152 0.9902826 -1 -1 1 -0.5131698 0.7687574 ▇▁▂▁▂

III_Know_mathe

Do you know any adults who work as mathematicians?

Distribution

Distribution of values for III_Know_mathe

Distribution of values for III_Know_mathe

152 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Know_mathe Do you know any adults who work as mathematicians? numeric 152 0.9902826 -1 -1 1 -0.1948999 0.8928883 ▇▁▂▁▅

III_Know_tech

Do you know any adults who work as technologists?

Distribution

Distribution of values for III_Know_tech

Distribution of values for III_Know_tech

152 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Know_tech Do you know any adults who work as technologists? numeric 152 0.9902826 -1 -1 1 -0.2144609 0.8718509 ▇▁▃▁▅

III_3_Entr_Success

How much do you agree with the next statement: I will succeed as an entrepreneur

Distribution

Distribution of values for III_3_Entr_Success

Distribution of values for III_3_Entr_Success

195 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_3_Entr_Success How much do you agree with the next statement: I will succeed as an entrepreneur numeric 195 0.9875336 0 6 7 5.140092 1.805312 ▁▁▃▃▇

III_3_Stem_Success

How much do you agree with the next statement: I will succeed as a STEM professional

Distribution

Distribution of values for III_3_Stem_Success

Distribution of values for III_3_Stem_Success

195 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_3_Stem_Success How much do you agree with the next statement: I will succeed as a STEM professional numeric 195 0.9875336 0 5 7 4.846119 1.972379 ▂▁▃▃▇

III_Succes_public

How much do you agree with the next statement: I will succeed as an public servant

Distribution

Distribution of values for III_Succes_public

Distribution of values for III_Succes_public

195 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Succes_public How much do you agree with the next statement: I will succeed as an public servant numeric 195 0.9875336 0 5 7 4.785266 2.000012 ▂▁▅▃▇

III_Earn_5_Years

How much do you expect to earn per month in 5 years from now? (winsorized)

Distribution

Distribution of values for III_Earn_5_Years

Distribution of values for III_Earn_5_Years

209 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Earn_5_Years How much do you expect to earn per month in 5 years from now? (winsorized) numeric 209 0.9866385 100 700 5000 1073.4 1213.258 ▇▁▁▁▁

III_Earn_10_Years

How much do you expect to earn per month in 10 years from now? (winsorized)

Distribution

Distribution of values for III_Earn_10_Years

Distribution of values for III_Earn_10_Years

209 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Earn_10_Years How much do you expect to earn per month in 10 years from now? (winsorized) numeric 209 0.9866385 100 1000 20000 2835.171 4606.683 ▇▁▁▁▁

III_Salary_ecuador

Based on your knowledge, how much do you think the minimum wage per month in Ecuador?(winsorized)

Distribution

Distribution of values for III_Salary_ecuador

Distribution of values for III_Salary_ecuador

234 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Salary_ecuador Based on your knowledge, how much do you think the minimum wage per month in Ecuador?(winsorized) numeric 234 0.9850403 200 394 800 405.6118 122.92 ▁▇▁▁▁

III_Salary_entE

How much do you think entrepreneur earn on average per month in Ecuador?(winsorized)

Distribution

Distribution of values for III_Salary_entE

Distribution of values for III_Salary_entE

234 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Salary_entE How much do you think entrepreneur earn on average per month in Ecuador?(winsorized) numeric 234 0.9850403 130 500 3000 713.2143 670.4597 ▇▂▁▁▁

III_Salary_stemE

How much do you think STEM professional earn on average per month in Ecuador?(winsorized)

Distribution

Distribution of values for III_Salary_stemE

Distribution of values for III_Salary_stemE

235 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
III_Salary_stemE How much do you think STEM professional earn on average per month in Ecuador?(winsorized) numeric 235 0.9849763 200 1000 5000 1364.971 1213.311 ▇▃▁▁▁

IV_Mother_work

Is your mother employed?

Distribution

Distribution of values for IV_Mother_work

Distribution of values for IV_Mother_work

522 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Mother_work Is your mother employed? numeric 522 0.9666283 0 1 1 0.6420635 0.4794092 ▅▁▁▁▇

IV_Mother_edu

What is the highest degree obtained by your mother?

Distribution

Distribution of values for IV_Mother_edu

Distribution of values for IV_Mother_edu

538 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
IV_Mother_edu What is the highest degree obtained by your mother? character 538 0.9656054 5 0 3 24 0

IV_Mother_business

Has your mother ever owned a business or been self employed?

Distribution

Distribution of values for IV_Mother_business

Distribution of values for IV_Mother_business

538 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Mother_business Has your mother ever owned a business or been self employed? numeric 538 0.9656054 0 1 1 0.5249603 0.4993931 ▇▁▁▁▇

IV_Mothers_employees

What is the largest number of employees your mother’s business ever had?(winsorized)

Distribution

Distribution of values for IV_Mothers_employees

Distribution of values for IV_Mothers_employees

539 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Mothers_employees What is the largest number of employees your mother’s business ever had?(winsorized) numeric 539 0.9655415 0 0 10 1.265643 2.506755 ▇▁▁▁▁

IV_Father_work

Is your father employed?

Distribution

Distribution of values for IV_Father_work

Distribution of values for IV_Father_work

1401 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Father_work Is your father employed? numeric 1401 0.9104334 0 1 1 0.9040798 0.2944922 ▁▁▁▁▇

IV_Father_edu

What is the highest degree obtained by your father?

Distribution

Distribution of values for IV_Father_edu

Distribution of values for IV_Father_edu

1404 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
IV_Father_edu What is the highest degree obtained by your father? character 1404 0.9102417 5 0 3 24 0

IV_Father_business

Has your father ever owned a business or been self employed?

Distribution

Distribution of values for IV_Father_business

Distribution of values for IV_Father_business

1404 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Father_business Has your father ever owned a business or been self employed? numeric 1404 0.9102417 0 0 1 0.4570164 0.4981665 ▇▁▁▁▇

IV_Fathers_employees

What is the largest number of employees your father’s business ever had?(winsorized)

Distribution

Distribution of values for IV_Fathers_employees

Distribution of values for IV_Fathers_employees

1405 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Fathers_employees What is the largest number of employees your father’s business ever had?(winsorized) numeric 1405 0.9101777 0 0 12 1.662218 3.151515 ▇▁▁▁▁

IV_Sibling_work

Is any of your brother(s) or sister(s) employed?

Distribution

Distribution of values for IV_Sibling_work

Distribution of values for IV_Sibling_work

1332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Sibling_work Is any of your brother(s) or sister(s) employed? numeric 1332 0.9148446 0 0 1 0.3997904 0.4898722 ▇▁▁▁▅

IV_Sibling_edu

What is the highest degree obtained by your brother or sister?

Distribution

Distribution of values for IV_Sibling_edu

Distribution of values for IV_Sibling_edu

1345 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
IV_Sibling_edu What is the highest degree obtained by your brother or sister? character 1345 0.9140136 6 0 3 24 0

IV_Sibling_business

Has any of your brother(s) or sister(s) ever owned a business or been self employed?

Distribution

Distribution of values for IV_Sibling_business

Distribution of values for IV_Sibling_business

1345 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Sibling_business Has any of your brother(s) or sister(s) ever owned a business or been self employed? numeric 1345 0.9140136 0 0 1 0.15185 0.358888 ▇▁▁▁▂

IV_Siblings_employees

What is the largest number of employees your brother or sister’s business ever had?(winsorized)

Distribution

Distribution of values for IV_Siblings_employees

Distribution of values for IV_Siblings_employees

1345 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
IV_Siblings_employees What is the largest number of employees your brother or sister’s business ever had?(winsorized) numeric 1345 0.9140136 0 0 3 0.2597748 0.7717739 ▇▁▁▁▁

V_Work_Experienve

Have you ever worked in a paid job or in an unpaid job?

Distribution

Distribution of values for V_Work_Experienve

Distribution of values for V_Work_Experienve

284 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
V_Work_Experienve Have you ever worked in a paid job or in an unpaid job? numeric 284 0.9818438 0 0 1 0.2852585 0.4515522 ▇▁▁▁▃

VI_attitudes1_1

There are times when I let others take responsibility for solving the problem.

Distribution

Distribution of values for VI_attitudes1_1

Distribution of values for VI_attitudes1_1

318 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes1_1 There are times when I let others take responsibility for solving the problem. numeric 318 0.9796701 1 3 5 2.77421 1.120338 ▃▆▇▅▂

VI_attitudes1_2

Rather than negotiate the things on which we disagree, I try to stress those things upon which we both agree.

Distribution

Distribution of values for VI_attitudes1_2

Distribution of values for VI_attitudes1_2

318 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes1_2 Rather than negotiate the things on which we disagree, I try to stress those things upon which we both agree. numeric 318 0.9796701 1 4 5 3.580592 1.063213 ▁▂▅▇▃

VI_attitudes1_3

I am usually firm in pursuing my goals.

Distribution

Distribution of values for VI_attitudes1_3

Distribution of values for VI_attitudes1_3

318 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes1_3 I am usually firm in pursuing my goals. numeric 318 0.9796701 1 4 5 4.148264 1.01728 ▁▁▂▆▇

VI_attitudes1_4

I might try to soothe the others feelings and preserve our relationship.

Distribution

Distribution of values for VI_attitudes1_4

Distribution of values for VI_attitudes1_4

318 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes1_4 I might try to soothe the others feelings and preserve our relationship. numeric 318 0.9796701 1 4 5 3.840642 1.056235 ▁▁▃▇▆

VI_attitudes2_1

Whenever something goes wrong, I look for a solution immediately.

Distribution

Distribution of values for VI_attitudes2_1

Distribution of values for VI_attitudes2_1

332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes2_1 Whenever something goes wrong, I look for a solution immediately. numeric 332 0.9787751 1 4 5 3.927564 1.003901 ▁▁▂▇▅

VI_attitudes2_2

Whenever there’s an opportunity to get actively involved, I do.

Distribution

Distribution of values for VI_attitudes2_2

Distribution of values for VI_attitudes2_2

332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes2_2 Whenever there’s an opportunity to get actively involved, I do. numeric 332 0.9787751 1 4 5 3.72482 1.01712 ▁▂▅▇▅

VI_attitudes2_3

I take the initiative immediately, even if others do not.

Distribution

Distribution of values for VI_attitudes2_3

Distribution of values for VI_attitudes2_3

332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes2_3 I take the initiative immediately, even if others do not. numeric 332 0.9787751 1 4 5 3.611496 1.000267 ▁▂▆▇▃

VI_attitudes2_4

I take advantage of opportunities quickly to achieve my goals.

Distribution

Distribution of values for VI_attitudes2_4

Distribution of values for VI_attitudes2_4

332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes2_4 I take advantage of opportunities quickly to achieve my goals. numeric 332 0.9787751 1 4 5 4.065382 0.93563 ▁▁▂▇▆

VI_attitudes2_5

I usually do more than I’m asked to.

Distribution

Distribution of values for VI_attitudes2_5

Distribution of values for VI_attitudes2_5

332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes2_5 I usually do more than I’m asked to. numeric 332 0.9787751 1 4 5 3.598041 1.002197 ▁▂▆▇▃

VI_attitudes2_6

I’m particularly good at coming up with ideas.

Distribution

Distribution of values for VI_attitudes2_6

Distribution of values for VI_attitudes2_6

332 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes2_6 I’m particularly good at coming up with ideas. numeric 332 0.9787751 1 4 5 3.630242 0.9904435 ▁▂▆▇▃

VI_attitudes3_1

I take initiative even when others don`t.

Distribution

Distribution of values for VI_attitudes3_1

Distribution of values for VI_attitudes3_1

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_1 I take initiative even when others don`t. numeric 350 0.9776243 1 4 5 3.599333 1.007723 ▁▂▅▇▃

VI_attitudes3_2

I work harder for my assignments than what is typically expected.

Distribution

Distribution of values for VI_attitudes3_2

Distribution of values for VI_attitudes3_2

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_2 I work harder for my assignments than what is typically expected. numeric 350 0.9776243 1 4 5 3.633599 0.962377 ▁▂▆▇▃

VI_attitudes3_3

I set myself goals that are beneficial for my learning or development.

Distribution

Distribution of values for VI_attitudes3_3

Distribution of values for VI_attitudes3_3

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_3 I set myself goals that are beneficial for my learning or development. numeric 350 0.9776243 1 4 5 3.976654 0.9258941 ▁▁▃▇▅

VI_attitudes3_4

I independently search for new tasks.

Distribution

Distribution of values for VI_attitudes3_4

Distribution of values for VI_attitudes3_4

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_4 I independently search for new tasks. numeric 350 0.9776243 1 4 5 3.550615 0.9925438 ▁▂▆▇▃

VI_attitudes3_5

I actively attack problems.

Distribution

Distribution of values for VI_attitudes3_5

Distribution of values for VI_attitudes3_5

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_5 I actively attack problems. numeric 350 0.9776243 1 4 5 3.494049 1.006501 ▁▂▆▇▃

VI_attitudes3_6

I anticipate opportunities.

Distribution

Distribution of values for VI_attitudes3_6

Distribution of values for VI_attitudes3_6

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_6 I anticipate opportunities. numeric 350 0.9776243 1 4 5 3.745749 0.9358983 ▁▁▅▇▃

VI_attitudes3_7

When I have set my own learning goal, I pursue it persistently.

Distribution

Distribution of values for VI_attitudes3_7

Distribution of values for VI_attitudes3_7

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_7 When I have set my own learning goal, I pursue it persistently. numeric 350 0.9776243 1 4 5 3.911261 0.9476722 ▁▁▃▇▅

VI_attitudes3_8

When I have set my own learning goal, I do not give up working on the task if something goes wrong.

Distribution

Distribution of values for VI_attitudes3_8

Distribution of values for VI_attitudes3_8

350 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VI_attitudes3_8 When I have set my own learning goal, I do not give up working on the task if something goes wrong. numeric 350 0.9776243 1 4 5 3.846979 1.004728 ▁▁▃▇▅

VII_Risk_preference

Are you generally a person who is fully prepared to take risks or do you try to avoid taking risks?

Distribution

Distribution of values for VII_Risk_preference

Distribution of values for VII_Risk_preference

361 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Risk_preference Are you generally a person who is fully prepared to take risks or do you try to avoid taking risks? numeric 361 0.9769211 0 8 10 7.401152 2.419339 ▁▁▃▆▇

VII_Time_preference

How willing are you to give up something that is beneficial for you today in order to benefit more from that in the future?

Distribution

Distribution of values for VII_Time_preference

Distribution of values for VII_Time_preference

370 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Time_preference How willing are you to give up something that is beneficial for you today in order to benefit more from that in the future? numeric 370 0.9763457 0 7 10 6.578968 2.946967 ▃▂▆▇▇

VII_Confidence

I assume that people have only the best intentions.

Distribution

Distribution of values for VII_Confidence

Distribution of values for VII_Confidence

370 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Confidence I assume that people have only the best intentions. numeric 370 0.9763457 0 6 10 6.094094 2.56401 ▂▃▇▇▅

VII_Traits_1

I look like someone who is reserved

Distribution

Distribution of values for VII_Traits_1

Distribution of values for VII_Traits_1

1047 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_1 I look like someone who is reserved numeric 1047 0.9330648 1 4 5 3.543748 1.167746 ▂▂▅▇▅

VII_Traits_2

I look like someone who is usually confident

Distribution

Distribution of values for VII_Traits_2

Distribution of values for VII_Traits_2

987 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_2 I look like someone who is usually confident numeric 987 0.9369007 1 4 5 3.488093 1.129093 ▂▃▆▇▅

VII_Traits_3

I look like someone who does a thorough job

Distribution

Distribution of values for VII_Traits_3

Distribution of values for VII_Traits_3

1117 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_3 I look like someone who does a thorough job numeric 1117 0.9285897 1 4 5 3.813976 0.9948007 ▁▁▅▇▅

VII_Traits_4

I look like someone who relaxes, handles people well

Distribution

Distribution of values for VII_Traits_4

Distribution of values for VII_Traits_4

1203 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_4 I look like someone who relaxes, handles people well numeric 1203 0.9230917 1 4 5 3.754969 1.021486 ▁▁▅▇▅

VII_Traits_5

I look like someone who has an active imagination

Distribution

Distribution of values for VII_Traits_5

Distribution of values for VII_Traits_5

1213 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_5 I look like someone who has an active imagination numeric 1213 0.9224524 1 4 5 3.964308 0.9986343 ▁▁▃▇▆

VII_Traits_6

I look like someone who is open, sociable

Distribution

Distribution of values for VII_Traits_6

Distribution of values for VII_Traits_6

1274 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_6 I look like someone who is open, sociable numeric 1274 0.9185526 1 4 5 3.778744 1.110315 ▁▂▅▇▆

VII_Traits_7

I look like someone who tends to find fault with others

Distribution

Distribution of values for VII_Traits_7

Distribution of values for VII_Traits_7

1260 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_7 I look like someone who tends to find fault with others numeric 1260 0.9194476 1 3 5 3.40947 1.115836 ▂▃▇▇▅

VII_Traits_8

I look like someone who tends to be weak

Distribution

Distribution of values for VII_Traits_8

Distribution of values for VII_Traits_8

1071 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_8 I look like someone who tends to be weak numeric 1071 0.9315305 1 3 5 2.853064 1.176188 ▃▆▇▅▂

VII_Traits_9

I look like someone who gets nervous easily

Distribution

Distribution of values for VII_Traits_9

Distribution of values for VII_Traits_9

1055 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_9 I look like someone who gets nervous easily numeric 1055 0.9325534 1 4 5 3.455474 1.208199 ▂▃▆▇▆

VII_Traits_10

I look like someone who has few artistic concerns

Distribution

Distribution of values for VII_Traits_10

Distribution of values for VII_Traits_10

1308 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
VII_Traits_10 I look like someone who has few artistic concerns numeric 1308 0.916379 1 3 5 3.228129 1.151535 ▂▅▇▇▃

VIII_Relation_contacto

Contact`s Relationship to you:

Distribution

Distribution of values for VIII_Relation_contacto

Distribution of values for VIII_Relation_contacto

443 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
VIII_Relation_contacto Contact`s Relationship to you: character 443 0.9716788 3 0 4 7 0

TimeinMinutes

Time spent on the platform in minutes

Distribution

Distribution of values for TimeinMinutes

Distribution of values for TimeinMinutes

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
TimeinMinutes Time spent on the platform in minutes numeric 0 1 -129106 1015 84675 1146.193 2010.475 ▁▁▁▇▁

amie

School id

Distribution

Distribution of values for amie

Distribution of values for amie

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
amie School id character 0 1 125 0 7 8 0

Grade

Grade in which a student studies

Distribution

Distribution of values for Grade

Distribution of values for Grade

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
Grade Grade in which a student studies numeric 0 1 1 2 3 1.933768 0.7853668 ▇▁▇▁▆

LearnspaceName

Treatment assigned

Distribution

Distribution of values for LearnspaceName

Distribution of values for LearnspaceName

0 missing values.

Summary statistics

name label data_type n_missing complete_rate n_unique empty min max whitespace
LearnspaceName Treatment assigned character 0 1 48 0 2 3 0

ID

Unique Student Identification Created by SLO

Distribution

Distribution of values for ID

Distribution of values for ID

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
ID Unique Student Identification Created by SLO numeric 0 1 1 7822 15642 7821.5 4515.601 ▇▇▇▇▇

Missingness report

Codebook table

JSON-LD metadata The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "codebook_data",
  "datePublished": "2020-06-09",
  "description": "The dataset has N=15642 rows and 94 columns.\n66 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["I_Gender", "I_Date_of_birth", "I_Age", "I_Have_cel", "I_Others_cel", "I_no_Whatsapp", "I_no_Instragram", "I_Language", "I_Ethnicity", "I_Ethnicity_other", "I_Laundry", "I_Air_conditioner", "I_TV", "I_Car", "I_Employees", "I_N_toilets", "I_Numbers_rooms", "II_Worthy_emp", "II_Bored_emp", "II_Negative_emp", "II_Need_emp", "II_Start_emp", "II_Ideas_emp", "II_Own_boss", "II_Worthy_stem", "II_Bored_stem", "II_Negative_stem", "II_Study_stem", "II_Ideas_stem", "II_Profesional_stem", "II_Study_uni", "III_Know_scientifics", "III_Know_engine", "III_Know_ent", "III_Know_mathe", "III_Know_tech", "III_3_Entr_Success", "III_3_Stem_Success", "III_Succes_public", "III_Earn_5_Years", "III_Earn_10_Years", "III_Salary_ecuador", "III_Salary_entE", "III_Salary_stemE", "IV_Mother_work", "IV_Mother_edu", "IV_Mother_business", "IV_Mothers_employees", "IV_Father_work", "IV_Father_edu", "IV_Father_business", "IV_Fathers_employees", "IV_Sibling_work", "IV_Sibling_edu", "IV_Sibling_business", "IV_Siblings_employees", "V_Work_Experienve", "VI_attitudes1_1", "VI_attitudes1_2", "VI_attitudes1_3", "VI_attitudes1_4", "VI_attitudes2_1", "VI_attitudes2_2", "VI_attitudes2_3", "VI_attitudes2_4", "VI_attitudes2_5", "VI_attitudes2_6", "VI_attitudes3_1", "VI_attitudes3_2", "VI_attitudes3_3", "VI_attitudes3_4", "VI_attitudes3_5", "VI_attitudes3_6", "VI_attitudes3_7", "VI_attitudes3_8", "VII_Risk_preference", "VII_Time_preference", "VII_Confidence", "VII_Traits_1", "VII_Traits_2", "VII_Traits_3", "VII_Traits_4", "VII_Traits_5", "VII_Traits_6", "VII_Traits_7", "VII_Traits_8", "VII_Traits_9", "VII_Traits_10", "VIII_Relation_contacto", "TimeinMinutes", "amie", "Grade", "LearnspaceName", "ID"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "I_Gender",
      "description": "Sex",
      "@type": "propertyValue"
    },
    {
      "name": "I_Date_of_birth",
      "description": "When were you born?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Age",
      "description": "How old are you?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "I_Have_cel",
      "description": "Do you own your own cell phone?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Others_cel",
      "description": "Can you use someone else`s cell phone to make and receive calls?",
      "@type": "propertyValue"
    },
    {
      "name": "I_no_Whatsapp",
      "description": "Do not have/ Do not want to share Whatsapp",
      "@type": "propertyValue"
    },
    {
      "name": "I_no_Instragram",
      "description": "Do not have/ Do not want to share Instagram",
      "@type": "propertyValue"
    },
    {
      "name": "I_Language",
      "description": "What language or languages do you speak?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Ethnicity",
      "description": "How do you identify yourself according to your culture and customs?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Ethnicity_other",
      "description": "In case other is chosen in I_Ethnicity",
      "@type": "propertyValue"
    },
    {
      "name": "I_Laundry",
      "description": "Does your family own a Washing machine (if yes, how many)?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Air_conditioner",
      "description": "Does your family own a Air conditioning / Dryer (if yes, how many)?",
      "@type": "propertyValue"
    },
    {
      "name": "I_TV",
      "description": "Does your family own a Flat screen TV (if yes, how many)?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Car",
      "description": "Does your family own a Family Car (if yes, how many)?",
      "@type": "propertyValue"
    },
    {
      "name": "I_Employees",
      "description": "Does your family have Domestic Employees / Driver / Gardener (if yes, how many)?",
      "@type": "propertyValue"
    },
    {
      "name": "I_N_toilets",
      "description": "Number of bathrooms your family owns",
      "@type": "propertyValue"
    },
    {
      "name": "I_Numbers_rooms",
      "description": "Number of bedrooms your family owns?",
      "@type": "propertyValue"
    },
    {
      "name": "II_Worthy_emp",
      "description": "On a scale from 1 to 7: In general, starting a business is Worthless / Worthwhile",
      "@type": "propertyValue"
    },
    {
      "name": "II_Bored_emp",
      "description": "On a scale from 1 to 7: In general, starting a business is Boring / Fun",
      "@type": "propertyValue"
    },
    {
      "name": "II_Negative_emp",
      "description": "On a scale from 1 to 7: In general, starting a business is Negative / Positive",
      "@type": "propertyValue"
    },
    {
      "name": "II_Need_emp",
      "description": "On a scale from 1 to 7: In general, starting a business is Need/Opportunity",
      "@type": "propertyValue"
    },
    {
      "name": "II_Start_emp",
      "description": "On a scale from 1 to 7 (how much do you agree): I often think about starting a business",
      "@type": "propertyValue"
    },
    {
      "name": "II_Ideas_emp",
      "description": "On a scale from 1 to 7 (how much do you agree): I have business ideas I am going to implement",
      "@type": "propertyValue"
    },
    {
      "name": "II_Own_boss",
      "description": "On a scale from 1 to 7 (how much do you agree): My goal is to become my own boss",
      "@type": "propertyValue"
    },
    {
      "name": "II_Worthy_stem",
      "description": "On a scale from 1 to 7: In general, starting a career in STEM is Worthless / Worthwhile",
      "@type": "propertyValue"
    },
    {
      "name": "II_Bored_stem",
      "description": "On a scale from 1 to 7: In general, starting a career in STEM is Boring / Fun",
      "@type": "propertyValue"
    },
    {
      "name": "II_Negative_stem",
      "description": "On a scale from 1 to 7: In general, starting a career in STEM is Negative / Positive",
      "@type": "propertyValue"
    },
    {
      "name": "II_Study_stem",
      "description": "On a scale from 1 to 7 (how much do you agree): I often think about starting career in STEM",
      "@type": "propertyValue"
    },
    {
      "name": "II_Ideas_stem",
      "description": "On a scale from 1 to 7 (how much do you agree): I have ideas in STEM I am going to implement ",
      "@type": "propertyValue"
    },
    {
      "name": "II_Profesional_stem",
      "description": "On a scale from 1 to 7 (how much do you agree): My goal is to become a professional in STEM",
      "@type": "propertyValue"
    },
    {
      "name": "II_Study_uni",
      "description": "Do you plan to go to the University?",
      "@type": "propertyValue"
    },
    {
      "name": "III_Know_scientifics",
      "description": "Do you know any adults who work as scientists?",
      "@type": "propertyValue"
    },
    {
      "name": "III_Know_engine",
      "description": "Do you know any adults who work as engineers?",
      "@type": "propertyValue"
    },
    {
      "name": "III_Know_ent",
      "description": "Do you know any adults who work as entrepreneurs?",
      "@type": "propertyValue"
    },
    {
      "name": "III_Know_mathe",
      "description": "Do you know any adults who work as mathematicians?",
      "@type": "propertyValue"
    },
    {
      "name": "III_Know_tech",
      "description": "Do you know any adults who work as technologists?",
      "@type": "propertyValue"
    },
    {
      "name": "III_3_Entr_Success",
      "description": "How much do you agree with the next statement: I will succeed as an entrepreneur",
      "@type": "propertyValue"
    },
    {
      "name": "III_3_Stem_Success",
      "description": "How much do you agree with the next statement: I will succeed as a STEM professional",
      "@type": "propertyValue"
    },
    {
      "name": "III_Succes_public",
      "description": "How much do you agree with the next statement: I will succeed as an public servant",
      "@type": "propertyValue"
    },
    {
      "name": "III_Earn_5_Years",
      "description": "How much do you expect to earn per month in 5 years from now? (winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "III_Earn_10_Years",
      "description": "How much do you expect to earn per month in 10 years from now? (winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "III_Salary_ecuador",
      "description": "Based on your knowledge, how much do you think the minimum wage per month in Ecuador?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "III_Salary_entE",
      "description": "How much do you think entrepreneur earn on average per month in Ecuador?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "III_Salary_stemE",
      "description": "How much do you think STEM professional earn on average per month in Ecuador?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Mother_work",
      "description": "Is your mother employed?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Mother_edu",
      "description": "What is the highest degree obtained by your mother?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Mother_business",
      "description": "Has your mother ever owned a business or been self employed?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Mothers_employees",
      "description": "What is the largest number of employees your mother's business ever had?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Father_work",
      "description": "Is your father employed?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Father_edu",
      "description": "What is the highest degree obtained by your father?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Father_business",
      "description": "Has your father ever owned a business or been self employed?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Fathers_employees",
      "description": "What is the largest number of employees your father's business ever had?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Sibling_work",
      "description": "Is any of your brother(s) or sister(s) employed?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Sibling_edu",
      "description": "What is the highest degree obtained by your brother or sister?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Sibling_business",
      "description": "Has any of your brother(s) or sister(s) ever owned a business or been self employed?",
      "@type": "propertyValue"
    },
    {
      "name": "IV_Siblings_employees",
      "description": "What is the largest number of employees your brother or sister's business ever had?(winsorized)",
      "@type": "propertyValue"
    },
    {
      "name": "V_Work_Experienve",
      "description": "Have you ever worked in a paid job or in an unpaid job?",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes1_1",
      "description": "There are times when I let others take responsibility for solving the  problem.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes1_2",
      "description": "Rather than negotiate the things on which we disagree, I try to  stress those things upon which we both agree.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes1_3",
      "description": "I am usually firm in pursuing my goals.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes1_4",
      "description": "I might try to soothe the others feelings and preserve our relationship.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes2_1",
      "description": "Whenever something goes wrong, I look for a solution immediately.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes2_2",
      "description": "Whenever there's an opportunity to get actively involved, I do.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes2_3",
      "description": "I take the initiative immediately, even if others do not.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes2_4",
      "description": "I take advantage of opportunities quickly to achieve my goals.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes2_5",
      "description": "I usually do more than I'm asked to.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes2_6",
      "description": "I'm particularly good at coming up with ideas.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_1",
      "description": "I take initiative even when others don`t.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_2",
      "description": "I work harder for my assignments than what is typically expected.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_3",
      "description": "I set myself goals that are beneficial for my learning or development.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_4",
      "description": "I independently search for new tasks.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_5",
      "description": "I actively attack problems.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_6",
      "description": "I anticipate opportunities.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_7",
      "description": "When I have set my own learning goal, I pursue it persistently.",
      "@type": "propertyValue"
    },
    {
      "name": "VI_attitudes3_8",
      "description": "When I have set my own learning goal, I do not give up working on the task if something goes wrong.",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Risk_preference",
      "description": "Are you generally a person who is fully prepared to take risks or do you try to avoid taking risks?",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Time_preference",
      "description": "How willing are you to give up something that is beneficial for you today in order to benefit more from that in the future?",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Confidence",
      "description": "I assume that people have only the best intentions.",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_1",
      "description": "I look like someone who is reserved",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_2",
      "description": "I look like someone who is usually confident",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_3",
      "description": "I look like someone who does a thorough job",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_4",
      "description": "I look like someone who relaxes, handles people well",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_5",
      "description": "I look like someone who has an active imagination",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_6",
      "description": "I look like someone who is open, sociable",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_7",
      "description": "I look like someone who tends to find fault with others",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_8",
      "description": "I look like someone who tends to be weak ",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_9",
      "description": "I look like someone who gets nervous easily",
      "@type": "propertyValue"
    },
    {
      "name": "VII_Traits_10",
      "description": "I look like someone who has few artistic concerns",
      "@type": "propertyValue"
    },
    {
      "name": "VIII_Relation_contacto",
      "description": "Contact`s Relationship to you:",
      "@type": "propertyValue"
    },
    {
      "name": "TimeinMinutes",
      "description": "Time spent on the platform in minutes",
      "@type": "propertyValue"
    },
    {
      "name": "amie",
      "description": "School id",
      "@type": "propertyValue"
    },
    {
      "name": "Grade",
      "description": "Grade in which a student studies",
      "@type": "propertyValue"
    },
    {
      "name": "LearnspaceName",
      "description": "Treatment assigned",
      "@type": "propertyValue"
    },
    {
      "name": "ID",
      "description": "Unique Student Identification Created by SLO",
      "@type": "propertyValue"
    }
  ]
}`