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− | + | [[File:Happy face banner.jpg|1100px]] | |
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− | <font size = | + | <font size = 7; color="#0F4C81">CHINA</font><font size = 7; color="#FFB93C"> HAPPINESS </font><font size = 7; color="#0F4C81">SURVEY</font> |
− | </ | + | |
− | <!--MAIN HEADER --> | + | <!--MAIN HEADER --> |
− | {|style="background-color:# | + | {|style="background-color:#FFFFFF;" width="100%" cellspacing="0" cellpadding="0" valign="top" border="0" | |
− | | style="font-family:Century Gothic; font-size: | + | | style="font-family:Century Gothic; font-size:125%; solid #FFFFFF; background:#FFB93C; text-align:center;" width="20%" | |
; | ; | ||
− | [[ | + | [[Group04_proposal| <font color="#0F4C81">Proposal</font>]] |
− | | style="font-family:Century Gothic; font-size: | + | | style="font-family:Century Gothic; font-size:125%; solid #FFFFFF; background:#0F4C81; text-align:center;" width="20%" | |
− | ; | + | ; |
− | [[ | + | [[Group04_Poster| <font color="#FFB93C">Poster</font>]] |
+ | |||
+ | | style="font-family:Century Gothic; font-size:125%; solid #FFFFFF; background:#0F4C81; text-align:center;" width="20%" | | ||
+ | ; | ||
+ | [[Group04_Application| <font color="#FFB93C">Application</font>]] | ||
+ | |||
+ | | style="font-family:Century Gothic; font-size:125%; solid #FFFFFF; background:#0F4C81; text-align:center;" width="20%" | | ||
+ | ; | ||
+ | [[Group04_Report| <font color="#FFB93C">Report</font>]] | ||
+ | |||
+ | | style="font-family:Century Gothic; font-size:125%; solid #FFFFFF; background:#0F4C81; text-align:center;" width="20%" | | ||
+ | ; | ||
+ | [[Group04_UserGuide| <font color="#FFB93C">User Guide</font>]] | ||
+ | |||
+ | | | ||
+ | |} | ||
+ | |||
+ | <br/> | ||
+ | |||
+ | == <font size = 6; color="#0F4C81">Overview</font> == | ||
+ | |||
+ | The Chinese General Social Survey (CGSS) began in 2003 and is the earliest national, comprehensive and continuous academic survey project in China. The CGSS system comprehensively collects data at multiple levels of society, community, family, and individual, summarizes the trends of social change, discusses issues of major scientific and practical significance, promotes the opening and sharing of domestic scientific research, and provides data for international comparative research Data, serving as a multidisciplinary economic and social data collection platform. | ||
+ | |||
+ | |||
+ | == <font size = 6; color="#0F4C81">Project Objective</font> == | ||
+ | |||
+ | * To find out the related factors to happiness. | ||
+ | * Visualize the importance of factors to find out the top one. | ||
+ | * Compare different regions to see the level of happiness. | ||
+ | * Study the difference of factors by regions. | ||
+ | |||
+ | == <font size = 6; color="#0F4C81">Data Source</font> == | ||
+ | |||
+ | <p>The survey is conducted by CGSS (Chinese General Social Survey) and Renmin University of China in 2015.</p> | ||
− | + | <h4>Datasets</h4> | |
− | + | * happiness_train_abbr: lite version of survey dataset | |
− | + | * happiness_train_complete: full version of survey dataset | |
+ | * happiness_index: index and description of survey dataset | ||
− | + | <h4>Index and Description - happiness_train_abbr</h4> | |
− | + | <div> | |
− | |||
− | + | <table style="border: 1px solid #dddddd; font-size:10px;"> | |
− | ; | + | <tr style="border: 1px solid #dddddd;background-color: #eeeeee; padding: 2px; font-size:11px;"><th width="12.5%"> Data field </th><th width="7.5%"> Original questionnaire number </th><th width="20%"> Question </th><th width="60%"> Remarks </th></tr> |
− | + | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> id </b></td><td> - </td><td> ID </td><td> - </td></tr> | |
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> survey_type </b></td><td> s1 </td><td> Survey Type </td><td> 1 = City; 2 = Rural; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> province </b></td><td> s41 </td><td> Survey Location - Province/Autonomous Region/Municipality </td><td> 1 = Shanghai; 2 = Yunnan Province; 3 = Inner Mongolia Autonomous Region; 4 = Beijing; 5 = Jilin Province; 6 = Sichuan Province; 7 = Tianjin; 8 = Ningxia Hui Autonomous Region; 9 = Anhui Province; 10 = Shandong Province ; 11 = Shanxi Province; 12 = Guangdong Province; 13 = Guangxi Zhuang Autonomous Region; 14 = Xinjiang Uygur Autonomous Region; 15 = Jiangsu Province; 16 = Jiangxi Province; 17 = Hebei Province; 18 = Henan Province; 19 = Zhejiang Province; 20 = Hainan Province; 21 = Hubei Province; 22 = Hunan Province; 23 = Gansu Province; 24 = Fujian Province; 25 = Tibet Autonomous Region; 26 = Guizhou Province; 27 = Liaoning Province; 28 = Chongqing City; 29 = Shaanxi Province; 30 = Qinghai Province; 31 = Heilongjiang Province; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> city </b></td><td> s42 </td><td> Survey Location - City </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> county </b></td><td> s43 </td><td> Survey Location - Town </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> survey_time </b></td><td> a0 </td><td> Survey Date Time </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> gender </b></td><td> a2 </td><td> Gender </td><td> 1 = Male; 2 = Female </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> birth </b></td><td> a301 </td><td> Birthday </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> nationality </b></td><td> a4 </td><td> Ethnic Group </td><td> 1 = Chinese; 2 = Mongolian; 3 = Man; 4 = Hui; 5 = Tibetan; 6 = Zhuang; 7 = Dimension; 8 = Other; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> religion </b></td><td> a501 </td><td> Religion </td><td> 0 = No 1 = Yes; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> religion_freq </b></td><td> a6 </td><td> How often you participate in religious activities </td><td> 1 = Never participated; 2 = Less than once a year; 3 = Approximately once or twice a year; 4 = Several times a year; 5 = Approximately once a month; 6 = Twice or three times a month; 7 = Almost every week; 8 = Every week; 9 = Several times a week; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> edu </b></td><td> a7a </td><td> Your current highest level of education (including currently studying) </td><td> 1 = No education; 2 = Private and literacy classes; 3 = Elementary school; 4 = Junior high school; 5 = Vocational high school; 6 = Ordinary high school; 7 = Technical secondary school; 8 = Technical school; 9 = University college (adult higher education) ; 10 = university college (formal higher education); 11 = university undergraduate (adult higher education); 12 = university undergraduate (formal higher education); 13 = graduate and above; 14 = others; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> income </b></td><td> a8a </td><td> Your personal gross income for the full year of last year </td><td> 9999996 = above 10million; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> political </b></td><td> a10 </td><td> Your current political party </td><td> 1 = the Masses; 2 = Communist Youth League; 3 = Democratic Party; 4 = Communist Party; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> floor_area </b></td><td> a11 </td><td> The built-up area of the house you are living in </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> height_cm </b></td><td> a13 </td><td> Height (cm) </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> weight_jin </b></td><td> a14 </td><td> Weight (Jin) </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> health </b></td><td> a15 </td><td> Do you feel your current physical health </td><td> 1 = Unhealthy; 2 = Less healthy; 3 = Fair; 4 = healthy; 5 = Very Healthy; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> health_problem </b></td><td> a16 </td><td> How often your work or other daily activities have been affected by health issues in the past four weeks </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> depression </b></td><td> a17 </td><td> How often you feel depressed or depressed in the past four weeks </td><td> 1 = Always; 2 = Often; 3 = Sometimes; 4 = Rarely; 5 = Never; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> hukou </b></td><td> a18 </td><td> Your current household registration status </td><td> 1 = Agricultural Hukou; 2 = Non-agricultural Hukou; 3 = Blue Seal Hukou; 4 = Resident Hukou (formerly Agricultural Hukou); 5 = Resident Hukou (formerly Non-Agricultural Hukou); 6 = Military Registration; 7 = No Hukou; 8 = Other; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> socialize </b></td><td> a311 </td><td> In the past year, do you often do the following in your free time-social </td><td> 1 = Never; 2 = Rarely; 3 = Sometimes; 4 = Often; 5 = Always; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> relax </b></td><td> a312 </td><td> In the past year, do you often do the following in your free time-relax </td><td> 1 = Never; 2 = Rarely; 3 = Sometimes; 4 = Often; 5 = Always; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> learn </b></td><td> a313 </td><td> In the past year, do you often do the following in your free time-study </td><td> 1 = Never; 2 = Rarely; 3 = Sometimes; 4 = Often; 5 = Always; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> equity </b></td><td> a35 </td><td> Generally speaking, do you think society is unfair today? </td><td> 1 = Completely unfair; 2 = More unfair; 3 = Not fair but not unfair; 4 = More fair; 5 = Completely fair; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> happiness </b></td><td> a36 </td><td> Overall, do you think your life is happy </td><td> 1 = Very unhappy; 2 = Relatively unhappy; 3 = Not happy or unhappy; 4 = Relatively happy; 5 = Very happy; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> class </b></td><td> a431 </td><td> At what level do you think you are currently </td><td> 1 = 1(bottom); 10 = 10(top); </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> work_exper </b></td><td> a58 </td><td> Your work experience and status </td><td> 1 = Currently engaged in non-agricultural work; 2 = Currently engaged in farming, and have had non-agricultural work; 3 = Currently engaged in farming, without non-agricultural work; 4 = Currently not employed, and only worked in agriculture; 5 = Currently not employed, once Have non-agricultural work; 6 = Never worked; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> work_status </b></td><td> a59a </td><td> Which of the following situations is more suitable for your current work situation </td><td> 1 = Owner (or partner); 2 = Individual business owner; 3 = Employed by someone else (with a regular employer); 4 = Laborer / labor dispatcher; 5 = Part-time or casual labor (without a regular employer) (Employee); 6 = Work / help in your own business / company, get paid; 7 = Work / help in your own business / company, get paid; 8 = Freelance; 9 = Other; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> work_yr </b></td><td> a59c </td><td> How many years have you worked from your first non-agricultural job to your current job? </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> work_type </b></td><td> a59e </td><td> The nature of your current job </td><td> 1 = Fulltime; 2 = Parttime; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> work_manage </b></td><td> a59f </td><td> Management activities at your current job </td><td> 1 = Only manage others and not managed by others; 2 = Manage others and managed by others; 3 = Only manage others and not others; 4 = Neither manage others or managed by others; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> family_income </b></td><td> a62 </td><td> Your family's total household income last year </td><td> 9999996 = Above 10million; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> family_m </b></td><td> a63 </td><td> How many people do you currently live with (including yourself) </td><td> - </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> family_status </b></td><td> a64 </td><td> What is your family ’s financial situation at? </td><td> 1 = Well below average; 2 = Below average; 3 = Average; 4 = Above average; 5 = Well above average; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> house </b></td><td> a65 </td><td> How many properties do you own now </td><td> 96 = Property has more than double digits; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> car </b></td><td> a66 </td><td> Does your home have a car </td><td> 1 = Yes; 2 = No; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> marital </b></td><td> a69 </td><td> Your current marital status </td><td> 1 = Unmarried; 2 = Cohabitation; 3 = First marriage with spouse; 4 = Remarriage with spouse; 5 = Separation without divorce; 6 = Divorce; 7 = Widowed; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> status_peer </b></td><td> b1 </td><td> What is your socioeconomic status compared to your peers </td><td> 1 = Higher; 2 = Almost; 3 = Lower; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> status_3_before </b></td><td> b2 </td><td> What happened to your socioeconomic status compared to three years ago </td><td> 1 = Increased; 2 = Almost; 3 = Decreased; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;padding: 2px;"><td><b> view </b></td><td> b3 </td><td> Based on your general impressions, how many times do you have views and opinions on important things that are consistent with the general public? </td><td> 1 = Very few when agreeing; 2 = Less when agreeing; 3 = Average; 4 = More when agreeing; 5 = Very much when agreeing; </td></tr> | ||
+ | <tr style="border: 1px solid #dddddd;background-color: #eeeeee;padding: 2px;"><td><b> inc_ability </b></td><td> b5 </td><td> Considering your ability and working conditions, is your current income reasonable? </td><td> 1 = Very reasonable; 2 = Reasonable; 3 = Unreasonable; 4 = Very unreasonable; </td></tr> | ||
+ | </table> | ||
+ | |||
+ | </div> | ||
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+ | == <font size = 6; color="#0F4C81">Methodology</font> == | ||
− | + | * Visualising and Analysing Geographical Data | |
+ | * GeoVisual Analytcs (GeoVA) | ||
+ | * Likert Scale Analysis | ||
+ | * Histogram | ||
+ | * Multivariance Regression | ||
+ | * Main tools: Tableau, R Shiny, JMP | ||
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− | == | + | == <font size = 6; color="#0F4C81">Reference</font> == |
− | + | ||
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− | + | # http://www.cnsda.org/index.php?r=projects/view&id=62072446 | |
− | + | # https://worldhappiness.report/ | |
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− | == | + | == <font size = 6; color="#0F4C81">Team Members</font> == |
− | + | * SU Yu yu.su.2019@mitb.smu.edu.sg | |
− | * | + | * XU Yang yang.xu.2019@mitb.smu.edu.sg |
− | * | + | * SONG Jiashun jiashunsong.2019@mitb.smu.edu.sg |
− | * | ||
− |
Latest revision as of 15:58, 26 April 2020
CHINA HAPPINESS SURVEY
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Contents
Overview
The Chinese General Social Survey (CGSS) began in 2003 and is the earliest national, comprehensive and continuous academic survey project in China. The CGSS system comprehensively collects data at multiple levels of society, community, family, and individual, summarizes the trends of social change, discusses issues of major scientific and practical significance, promotes the opening and sharing of domestic scientific research, and provides data for international comparative research Data, serving as a multidisciplinary economic and social data collection platform.
Project Objective
- To find out the related factors to happiness.
- Visualize the importance of factors to find out the top one.
- Compare different regions to see the level of happiness.
- Study the difference of factors by regions.
Data Source
The survey is conducted by CGSS (Chinese General Social Survey) and Renmin University of China in 2015.
Datasets
- happiness_train_abbr: lite version of survey dataset
- happiness_train_complete: full version of survey dataset
- happiness_index: index and description of survey dataset
Index and Description - happiness_train_abbr
Data field | Original questionnaire number | Question | Remarks |
---|---|---|---|
id | - | ID | - |
survey_type | s1 | Survey Type | 1 = City; 2 = Rural; |
province | s41 | Survey Location - Province/Autonomous Region/Municipality | 1 = Shanghai; 2 = Yunnan Province; 3 = Inner Mongolia Autonomous Region; 4 = Beijing; 5 = Jilin Province; 6 = Sichuan Province; 7 = Tianjin; 8 = Ningxia Hui Autonomous Region; 9 = Anhui Province; 10 = Shandong Province ; 11 = Shanxi Province; 12 = Guangdong Province; 13 = Guangxi Zhuang Autonomous Region; 14 = Xinjiang Uygur Autonomous Region; 15 = Jiangsu Province; 16 = Jiangxi Province; 17 = Hebei Province; 18 = Henan Province; 19 = Zhejiang Province; 20 = Hainan Province; 21 = Hubei Province; 22 = Hunan Province; 23 = Gansu Province; 24 = Fujian Province; 25 = Tibet Autonomous Region; 26 = Guizhou Province; 27 = Liaoning Province; 28 = Chongqing City; 29 = Shaanxi Province; 30 = Qinghai Province; 31 = Heilongjiang Province; |
city | s42 | Survey Location - City | - |
county | s43 | Survey Location - Town | - |
survey_time | a0 | Survey Date Time | - |
gender | a2 | Gender | 1 = Male; 2 = Female |
birth | a301 | Birthday | - |
nationality | a4 | Ethnic Group | 1 = Chinese; 2 = Mongolian; 3 = Man; 4 = Hui; 5 = Tibetan; 6 = Zhuang; 7 = Dimension; 8 = Other; |
religion | a501 | Religion | 0 = No 1 = Yes; |
religion_freq | a6 | How often you participate in religious activities | 1 = Never participated; 2 = Less than once a year; 3 = Approximately once or twice a year; 4 = Several times a year; 5 = Approximately once a month; 6 = Twice or three times a month; 7 = Almost every week; 8 = Every week; 9 = Several times a week; |
edu | a7a | Your current highest level of education (including currently studying) | 1 = No education; 2 = Private and literacy classes; 3 = Elementary school; 4 = Junior high school; 5 = Vocational high school; 6 = Ordinary high school; 7 = Technical secondary school; 8 = Technical school; 9 = University college (adult higher education) ; 10 = university college (formal higher education); 11 = university undergraduate (adult higher education); 12 = university undergraduate (formal higher education); 13 = graduate and above; 14 = others; |
income | a8a | Your personal gross income for the full year of last year | 9999996 = above 10million; |
political | a10 | Your current political party | 1 = the Masses; 2 = Communist Youth League; 3 = Democratic Party; 4 = Communist Party; |
floor_area | a11 | The built-up area of the house you are living in | - |
height_cm | a13 | Height (cm) | - |
weight_jin | a14 | Weight (Jin) | - |
health | a15 | Do you feel your current physical health | 1 = Unhealthy; 2 = Less healthy; 3 = Fair; 4 = healthy; 5 = Very Healthy; |
health_problem | a16 | How often your work or other daily activities have been affected by health issues in the past four weeks | - |
depression | a17 | How often you feel depressed or depressed in the past four weeks | 1 = Always; 2 = Often; 3 = Sometimes; 4 = Rarely; 5 = Never; |
hukou | a18 | Your current household registration status | 1 = Agricultural Hukou; 2 = Non-agricultural Hukou; 3 = Blue Seal Hukou; 4 = Resident Hukou (formerly Agricultural Hukou); 5 = Resident Hukou (formerly Non-Agricultural Hukou); 6 = Military Registration; 7 = No Hukou; 8 = Other; |
socialize | a311 | In the past year, do you often do the following in your free time-social | 1 = Never; 2 = Rarely; 3 = Sometimes; 4 = Often; 5 = Always; |
relax | a312 | In the past year, do you often do the following in your free time-relax | 1 = Never; 2 = Rarely; 3 = Sometimes; 4 = Often; 5 = Always; |
learn | a313 | In the past year, do you often do the following in your free time-study | 1 = Never; 2 = Rarely; 3 = Sometimes; 4 = Often; 5 = Always; |
equity | a35 | Generally speaking, do you think society is unfair today? | 1 = Completely unfair; 2 = More unfair; 3 = Not fair but not unfair; 4 = More fair; 5 = Completely fair; |
happiness | a36 | Overall, do you think your life is happy | 1 = Very unhappy; 2 = Relatively unhappy; 3 = Not happy or unhappy; 4 = Relatively happy; 5 = Very happy; |
class | a431 | At what level do you think you are currently | 1 = 1(bottom); 10 = 10(top); |
work_exper | a58 | Your work experience and status | 1 = Currently engaged in non-agricultural work; 2 = Currently engaged in farming, and have had non-agricultural work; 3 = Currently engaged in farming, without non-agricultural work; 4 = Currently not employed, and only worked in agriculture; 5 = Currently not employed, once Have non-agricultural work; 6 = Never worked; |
work_status | a59a | Which of the following situations is more suitable for your current work situation | 1 = Owner (or partner); 2 = Individual business owner; 3 = Employed by someone else (with a regular employer); 4 = Laborer / labor dispatcher; 5 = Part-time or casual labor (without a regular employer) (Employee); 6 = Work / help in your own business / company, get paid; 7 = Work / help in your own business / company, get paid; 8 = Freelance; 9 = Other; |
work_yr | a59c | How many years have you worked from your first non-agricultural job to your current job? | - |
work_type | a59e | The nature of your current job | 1 = Fulltime; 2 = Parttime; |
work_manage | a59f | Management activities at your current job | 1 = Only manage others and not managed by others; 2 = Manage others and managed by others; 3 = Only manage others and not others; 4 = Neither manage others or managed by others; |
family_income | a62 | Your family's total household income last year | 9999996 = Above 10million; |
family_m | a63 | How many people do you currently live with (including yourself) | - |
family_status | a64 | What is your family ’s financial situation at? | 1 = Well below average; 2 = Below average; 3 = Average; 4 = Above average; 5 = Well above average; |
house | a65 | How many properties do you own now | 96 = Property has more than double digits; |
car | a66 | Does your home have a car | 1 = Yes; 2 = No; |
marital | a69 | Your current marital status | 1 = Unmarried; 2 = Cohabitation; 3 = First marriage with spouse; 4 = Remarriage with spouse; 5 = Separation without divorce; 6 = Divorce; 7 = Widowed; |
status_peer | b1 | What is your socioeconomic status compared to your peers | 1 = Higher; 2 = Almost; 3 = Lower; |
status_3_before | b2 | What happened to your socioeconomic status compared to three years ago | 1 = Increased; 2 = Almost; 3 = Decreased; |
view | b3 | Based on your general impressions, how many times do you have views and opinions on important things that are consistent with the general public? | 1 = Very few when agreeing; 2 = Less when agreeing; 3 = Average; 4 = More when agreeing; 5 = Very much when agreeing; |
inc_ability | b5 | Considering your ability and working conditions, is your current income reasonable? | 1 = Very reasonable; 2 = Reasonable; 3 = Unreasonable; 4 = Very unreasonable; |
Methodology
- Visualising and Analysing Geographical Data
- GeoVisual Analytcs (GeoVA)
- Likert Scale Analysis
- Histogram
- Multivariance Regression
- Main tools: Tableau, R Shiny, JMP
Reference
Team Members
- SU Yu yu.su.2019@mitb.smu.edu.sg
- XU Yang yang.xu.2019@mitb.smu.edu.sg
- SONG Jiashun jiashunsong.2019@mitb.smu.edu.sg