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)
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
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#Variables
Sex
Distribution of values for I_Gender
0 missing values.
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 |
When were you born?
Distribution of values for I_Date_of_birth
0 missing values.
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 |
How old are you?(winsorized)
Distribution of values for I_Age
0 missing values.
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 | ▂▇▇▅▂ |
Do you own your own cell phone?
Distribution of values for I_Have_cel
4 missing values.
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 | ▃▁▁▁▇ |
Can you use someone else`s cell phone to make and receive calls?
Distribution of values for I_Others_cel
11365 missing values.
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 | ▃▁▁▁▇ |
Do not have/ Do not want to share Whatsapp
Distribution of values for I_no_Whatsapp
7058 missing values.
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 |
Do not have/ Do not want to share Instagram
Distribution of values for I_no_Instragram
4192 missing values.
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 |
What language or languages do you speak?
Distribution of values for I_Language
45 missing values.
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 |
How do you identify yourself according to your culture and customs?
Distribution of values for I_Ethnicity
45 missing values.
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 |
In case other is chosen in I_Ethnicity
Distribution of values for I_Ethnicity_other
15188 missing values.
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 |
Does your family own a Washing machine (if yes, how many)?
Distribution of values for I_Laundry
262 missing values.
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 |
Does your family own a Air conditioning / Dryer (if yes, how many)?
Distribution of values for I_Air_conditioner
262 missing values.
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 |
Does your family own a Flat screen TV (if yes, how many)?
Distribution of values for I_TV
262 missing values.
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 |
Does your family own a Family Car (if yes, how many)?
Distribution of values for I_Car
262 missing values.
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 |
Does your family have Domestic Employees / Driver / Gardener (if yes, how many)?
Distribution of values for I_Employees
262 missing values.
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 |
Number of bathrooms your family owns
Distribution of values for I_N_toilets
262 missing values.
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 |
Number of bedrooms your family owns?
Distribution of values for I_Numbers_rooms
262 missing values.
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 |
On a scale from 1 to 7: In general, starting a business is Worthless / Worthwhile
Distribution of values for II_Worthy_emp
90 missing values.
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 | ▁▁▂▂▇ |
On a scale from 1 to 7: In general, starting a business is Boring / Fun
Distribution of values for II_Bored_emp
90 missing values.
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 | ▂▁▅▃▇ |
On a scale from 1 to 7: In general, starting a business is Negative / Positive
Distribution of values for II_Negative_emp
90 missing values.
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 | ▂▁▂▂▇ |
On a scale from 1 to 7: In general, starting a business is Need/Opportunity
Distribution of values for II_Need_emp
91 missing values.
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 | ▁▁▂▂▇ |
On a scale from 1 to 7 (how much do you agree): I often think about starting a business
Distribution of values for II_Start_emp
100 missing values.
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 | ▁▁▅▃▇ |
On a scale from 1 to 7 (how much do you agree): I have business ideas I am going to implement
Distribution of values for II_Ideas_emp
100 missing values.
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 | ▂▂▆▃▇ |
On a scale from 1 to 7 (how much do you agree): My goal is to become my own boss
Distribution of values for II_Own_boss
100 missing values.
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 | ▁▁▁▁▇ |
On a scale from 1 to 7: In general, starting a career in STEM is Worthless / Worthwhile
Distribution of values for II_Worthy_stem
113 missing values.
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 | ▁▁▂▂▇ |
On a scale from 1 to 7: In general, starting a career in STEM is Boring / Fun
Distribution of values for II_Bored_stem
113 missing values.
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 | ▁▁▃▃▇ |
On a scale from 1 to 7: In general, starting a career in STEM is Negative / Positive
Distribution of values for II_Negative_stem
113 missing values.
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 | ▁▁▂▂▇ |
On a scale from 1 to 7 (how much do you agree): I often think about starting career in STEM
Distribution of values for II_Study_stem
117 missing values.
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 | ▂▁▃▂▇ |
On a scale from 1 to 7 (how much do you agree): I have ideas in STEM I am going to implement
Distribution of values for II_Ideas_stem
117 missing values.
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 | ▂▂▆▃▇ |
On a scale from 1 to 7 (how much do you agree): My goal is to become a professional in STEM
Distribution of values for II_Profesional_stem
117 missing values.
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 | ▂▁▃▂▇ |
Do you plan to go to the University?
Distribution of values for II_Study_uni
119 missing values.
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 | ▁▁▂▁▇ |
Do you know any adults who work as scientists?
Distribution of values for III_Know_scientifics
152 missing values.
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 | ▃▁▂▁▇ |
Do you know any adults who work as engineers?
Distribution of values for III_Know_engine
152 missing values.
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 | ▇▁▁▁▂ |
Do you know any adults who work as entrepreneurs?
Distribution of values for III_Know_ent
152 missing values.
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 | ▇▁▂▁▂ |
Do you know any adults who work as mathematicians?
Distribution of values for III_Know_mathe
152 missing values.
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 | ▇▁▂▁▅ |
Do you know any adults who work as technologists?
Distribution of values for III_Know_tech
152 missing values.
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 | ▇▁▃▁▅ |
How much do you agree with the next statement: I will succeed as an entrepreneur
Distribution of values for III_3_Entr_Success
195 missing values.
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 | ▁▁▃▃▇ |
How much do you agree with the next statement: I will succeed as a STEM professional
Distribution of values for III_3_Stem_Success
195 missing values.
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 | ▂▁▃▃▇ |
How much do you agree with the next statement: I will succeed as an public servant
Distribution of values for III_Succes_public
195 missing values.
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 | ▂▁▅▃▇ |
How much do you expect to earn per month in 5 years from now? (winsorized)
Distribution of values for III_Earn_5_Years
209 missing values.
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 | ▇▁▁▁▁ |
How much do you expect to earn per month in 10 years from now? (winsorized)
Distribution of values for III_Earn_10_Years
209 missing values.
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 | ▇▁▁▁▁ |
Based on your knowledge, how much do you think the minimum wage per month in Ecuador?(winsorized)
Distribution of values for III_Salary_ecuador
234 missing values.
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 | ▁▇▁▁▁ |
How much do you think entrepreneur earn on average per month in Ecuador?(winsorized)
Distribution of values for III_Salary_entE
234 missing values.
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 | ▇▂▁▁▁ |
How much do you think STEM professional earn on average per month in Ecuador?(winsorized)
Distribution of values for III_Salary_stemE
235 missing values.
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 | ▇▃▁▁▁ |
Is your mother employed?
Distribution of values for IV_Mother_work
522 missing values.
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 | ▅▁▁▁▇ |
What is the highest degree obtained by your mother?
Distribution of values for IV_Mother_edu
538 missing values.
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 |
Has your mother ever owned a business or been self employed?
Distribution of values for IV_Mother_business
538 missing values.
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 | ▇▁▁▁▇ |
What is the largest number of employees your mother’s business ever had?(winsorized)
Distribution of values for IV_Mothers_employees
539 missing values.
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 | ▇▁▁▁▁ |
Is your father employed?
Distribution of values for IV_Father_work
1401 missing values.
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 | ▁▁▁▁▇ |
What is the highest degree obtained by your father?
Distribution of values for IV_Father_edu
1404 missing values.
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 |
Has your father ever owned a business or been self employed?
Distribution of values for IV_Father_business
1404 missing values.
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 | ▇▁▁▁▇ |
What is the largest number of employees your father’s business ever had?(winsorized)
Distribution of values for IV_Fathers_employees
1405 missing values.
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 | ▇▁▁▁▁ |
Is any of your brother(s) or sister(s) employed?
Distribution of values for IV_Sibling_work
1332 missing values.
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 | ▇▁▁▁▅ |
What is the highest degree obtained by your brother or sister?
Distribution of values for IV_Sibling_edu
1345 missing values.
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 |
Has any of your brother(s) or sister(s) ever owned a business or been self employed?
Distribution of values for IV_Sibling_business
1345 missing values.
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 | ▇▁▁▁▂ |
What is the largest number of employees your brother or sister’s business ever had?(winsorized)
Distribution of values for IV_Siblings_employees
1345 missing values.
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 | ▇▁▁▁▁ |
Have you ever worked in a paid job or in an unpaid job?
Distribution of values for V_Work_Experienve
284 missing values.
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 | ▇▁▁▁▃ |
There are times when I let others take responsibility for solving the problem.
Distribution of values for VI_attitudes1_1
318 missing values.
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 | ▃▆▇▅▂ |
Rather than negotiate the things on which we disagree, I try to stress those things upon which we both agree.
Distribution of values for VI_attitudes1_2
318 missing values.
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 | ▁▂▅▇▃ |
I am usually firm in pursuing my goals.
Distribution of values for VI_attitudes1_3
318 missing values.
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 | ▁▁▂▆▇ |
I might try to soothe the others feelings and preserve our relationship.
Distribution of values for VI_attitudes1_4
318 missing values.
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 | ▁▁▃▇▆ |
Whenever something goes wrong, I look for a solution immediately.
Distribution of values for VI_attitudes2_1
332 missing values.
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 | ▁▁▂▇▅ |
Whenever there’s an opportunity to get actively involved, I do.
Distribution of values for VI_attitudes2_2
332 missing values.
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 | ▁▂▅▇▅ |
I take the initiative immediately, even if others do not.
Distribution of values for VI_attitudes2_3
332 missing values.
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 | ▁▂▆▇▃ |
I take advantage of opportunities quickly to achieve my goals.
Distribution of values for VI_attitudes2_4
332 missing values.
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 | ▁▁▂▇▆ |
I usually do more than I’m asked to.
Distribution of values for VI_attitudes2_5
332 missing values.
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 | ▁▂▆▇▃ |
I’m particularly good at coming up with ideas.
Distribution of values for VI_attitudes2_6
332 missing values.
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 | ▁▂▆▇▃ |
I take initiative even when others don`t.
Distribution of values for VI_attitudes3_1
350 missing values.
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 | ▁▂▅▇▃ |
I work harder for my assignments than what is typically expected.
Distribution of values for VI_attitudes3_2
350 missing values.
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 | ▁▂▆▇▃ |
I set myself goals that are beneficial for my learning or development.
Distribution of values for VI_attitudes3_3
350 missing values.
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 | ▁▁▃▇▅ |
I independently search for new tasks.
Distribution of values for VI_attitudes3_4
350 missing values.
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 | ▁▂▆▇▃ |
I actively attack problems.
Distribution of values for VI_attitudes3_5
350 missing values.
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 | ▁▂▆▇▃ |
I anticipate opportunities.
Distribution of values for VI_attitudes3_6
350 missing values.
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 | ▁▁▅▇▃ |
When I have set my own learning goal, I pursue it persistently.
Distribution of values for VI_attitudes3_7
350 missing values.
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 | ▁▁▃▇▅ |
When I have set my own learning goal, I do not give up working on the task if something goes wrong.
Distribution of values for VI_attitudes3_8
350 missing values.
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 | ▁▁▃▇▅ |
Are you generally a person who is fully prepared to take risks or do you try to avoid taking risks?
Distribution of values for VII_Risk_preference
361 missing values.
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 | ▁▁▃▆▇ |
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 of values for VII_Time_preference
370 missing values.
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 | ▃▂▆▇▇ |
I assume that people have only the best intentions.
Distribution of values for VII_Confidence
370 missing values.
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 | ▂▃▇▇▅ |
I look like someone who is reserved
Distribution of values for VII_Traits_1
1047 missing values.
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 | ▂▂▅▇▅ |
I look like someone who is usually confident
Distribution of values for VII_Traits_2
987 missing values.
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 | ▂▃▆▇▅ |
I look like someone who does a thorough job
Distribution of values for VII_Traits_3
1117 missing values.
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 | ▁▁▅▇▅ |
I look like someone who relaxes, handles people well
Distribution of values for VII_Traits_4
1203 missing values.
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 | ▁▁▅▇▅ |
I look like someone who has an active imagination
Distribution of values for VII_Traits_5
1213 missing values.
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 | ▁▁▃▇▆ |
I look like someone who is open, sociable
Distribution of values for VII_Traits_6
1274 missing values.
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 | ▁▂▅▇▆ |
I look like someone who tends to find fault with others
Distribution of values for VII_Traits_7
1260 missing values.
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 | ▂▃▇▇▅ |
I look like someone who tends to be weak
Distribution of values for VII_Traits_8
1071 missing values.
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 | ▃▆▇▅▂ |
I look like someone who gets nervous easily
Distribution of values for VII_Traits_9
1055 missing values.
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 | ▂▃▆▇▆ |
I look like someone who has few artistic concerns
Distribution of values for VII_Traits_10
1308 missing values.
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 | ▂▅▇▇▃ |
Contact`s Relationship to you:
Distribution of values for VIII_Relation_contacto
443 missing values.
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 |
Time spent on the platform in minutes
Distribution of values for TimeinMinutes
0 missing values.
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 | ▁▁▁▇▁ |
School id
Distribution of values for amie
0 missing values.
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 in which a student studies
Distribution of values for Grade
0 missing values.
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 | ▇▁▇▁▆ |
Treatment assigned
Distribution of values for LearnspaceName
0 missing values.
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 |
Unique Student Identification Created by SLO
Distribution of values for ID
0 missing values.
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 | ▇▇▇▇▇ |
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"
}
]
}`