Difference between revisions of "Group04 proposal"
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Revision as of 15:14, 26 February 2020
ISSS608 Group 4
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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
- Visualization
- Geographic
- Equity
- Population Immigration
- Prediction
Data Source
- Formulation of project ideas and create project page on course wiki: by the end of Week 7.
- Submission of project poster: by 9.00am 22nd April 2020.
- Visual Analytics Workshop and Poster: 25th April 2020, 9:00am-8:30pm
- Submission of final project paper and artifacts: 26th April 2020 by 11:59pm (mid-night)
Dataset Index and Description
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