Resident Population Aged 5 Years and Over by Language Most / Second Most...
- data.gov.sg
Updated Sep 5, 2025+ more versions
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EmailClick to copy linkLink copiedCiteSingapore Department of Statistics (2025). Resident Population Aged 5 Years and Over by Language Most / Second Most Frequently Spoken at Home, Age Group and Ethnic Group (Chinese) (Census of Population 2020) [Dataset]. https://data.gov.sg/datasets/d_68860ef451f948e62754a830b6ae5024/viewDataset updatedSep 5, 2025Dataset authored and provided bySingapore Department of StatisticsLicensehttps://data.gov.sg/open-data-licencehttps://data.gov.sg/open-data-licence
DescriptionDataset from Singapore Department of Statistics. For more information, visit https://data.gov.sg/datasets/d_68860ef451f948e62754a830b6ae5024/view
Resident Population Aged 15 Years and Over by Language Most / Second Most...
- data.gov.sg
Updated Oct 5, 2025ShareFacebookTwitterEmailClick to copy linkLink copiedCiteSingapore Department of Statistics (2025). Resident Population Aged 15 Years and Over by Language Most / Second Most Frequently Spoken at Home, Highest Qualification Attained and Ethnic Group (Chinese) (Census of Population 2020) [Dataset]. https://data.gov.sg/datasets/d_ed6d4934837b4eab645814947f2ed009/viewDataset updatedOct 5, 2025Dataset authored and provided bySingapore Department of StatisticsLicensehttps://data.gov.sg/open-data-licencehttps://data.gov.sg/open-data-licence
DescriptionDataset from Singapore Department of Statistics. For more information, visit https://data.gov.sg/datasets/d_ed6d4934837b4eab645814947f2ed009/view
Resident Population Aged 5 Years and Over by Language Most / Second Most...
- data.gov.sg
Updated Oct 5, 2025ShareFacebookTwitterEmailClick to copy linkLink copiedCiteSingapore Department of Statistics (2025). Resident Population Aged 5 Years and Over by Language Most / Second Most Frequently Spoken at Home, Type of Dwelling and Ethnic Group (Chinese) (Census of Population 2020) [Dataset]. https://data.gov.sg/datasets?sort=updatedAt&page=1&resultId=d_c962cc79137915a91b14a1f1a1951099Dataset updatedOct 5, 2025Dataset authored and provided bySingapore Department of StatisticsLicensehttps://data.gov.sg/open-data-licencehttps://data.gov.sg/open-data-licence
DescriptionDataset from Singapore Department of Statistics. For more information, visit https://data.gov.sg/datasets/d_c962cc79137915a91b14a1f1a1951099/view
Singapore immigration
- kaggle.com
Updated Mar 15, 2021ShareFacebookTwitterEmailClick to copy linkLink copiedCiteDenzilG (2021). Singapore immigration [Dataset]. https://www.kaggle.com/denzilg/singapore-immigration/codeCroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.Dataset updatedMar 15, 2021AuthorsDenzilGLicensehttps://www.worldbank.org/en/about/legal/terms-of-use-for-datasetshttps://www.worldbank.org/en/about/legal/terms-of-use-for-datasets
Area coveredSingaporeDescriptionInspiration
Inspired by another Kaggle user who did a similar project with Indian emigrants (https://www.kaggle.com/rajacsp/indian-migration-history)
Content
Data sourced from World Bank database at https://datacatalog.worldbank.org/dataset/global-bilateral-migration-database. In addition to selecting the decades from 1960-2000, I added a "Total" column and a least squares regression rate column. The original CSV (SG_IMMIGRANTS.csv) is a bit messy and contains a lot of blanks because ... well Singapore is a small country.
For the two limited "melted" versions, I used pandas pd.melt() to restructure the different decades into a new column "Year" with it's corresponding "Total". Only a select few countries with substantial number of total immigrants are included (Bangladesh, China, Indonesia, Pakistan, Thailand, Philippines, India, Malaysia, Vietnam, United Kingdom). Here, the ratio refers to either the ratio of gender to decade's total or the ratio of that decade's total to the country's all-time cumulative total . e.g. Male 1960 CHN Ratio =0.510563203 means males made up 51% of the total Chinese immigrants to SG in 1960 e.g. Total 1960 MYS Ratio = 0.081202409 means 1960 contributed only 8% of the total Malaysian immigrants to SG
Hope this is clear, leave a comment if anything needs clarification!
Thoughts/to-do:
Future version with global database csv, SG emigrants csv For select top origin/destination countries, show a positive-negative bar plot, coloured according to immigration/emigration multiple
Resident Students Aged 5 Years and Over by Language Most / Second Most...
- data.gov.sg
Updated Oct 5, 2025+ more versionsShareFacebookTwitterEmailClick to copy linkLink copiedCiteSingapore Department of Statistics (2025). Resident Students Aged 5 Years and Over by Language Most / Second Most Frequently Spoken at Home, Level of Education Attending and Ethnic Group (Chinese) (Census of Population 2020) [Dataset]. https://data.gov.sg/datasets/d_453018de40b2f290e270fb62b4c87b9b/viewDataset updatedOct 5, 2025Dataset authored and provided bySingapore Department of StatisticsLicensehttps://data.gov.sg/open-data-licencehttps://data.gov.sg/open-data-licence
DescriptionDataset from Singapore Department of Statistics. For more information, visit https://data.gov.sg/datasets/d_453018de40b2f290e270fb62b4c87b9b/view
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FacebookTwitterEmailResident Population Aged 5 Years and Over by Language Most / Second Most Frequently Spoken at Home, Age Group and Ethnic Group (Chinese) (Census of Population 2020)
https://data.gov.sg/open-data-licencehttps://data.gov.sg/open-data-licence
Dataset from Singapore Department of Statistics. For more information, visit https://data.gov.sg/datasets/d_68860ef451f948e62754a830b6ae5024/view