Published October 17, 2024
| Version 0.0.2
Dataset
Open
Activity based synthetic population of residents for Gothenburg, Sweden
-
1.
Chalmers University of Technology
Description
A synthetic population is a distribution of synthetic agents that replicates the demographic distribution of a real-world population according to census records.
This dataset contains a synthetic population of residents in the city of Gothenburg in Sweden, along with activity schedules and mobility patterns for 2019. The synthetic population model is designed for applications in neighbourhood planning and includes detailed replicas of people in different neighbourhoods of Gothenburg organized as persons, households, houses, buildings, and daily activity chains. While the persons, households, and houses are synthetic replicas, they are connected to existing buildings.
The model considers the allocation of primary and secondary locations based on a gravity model, realistic routing for active, public and private motorised modes of transportation and allows users to introduce new buildings and amenities if needed. The population data is provided as an SQLite3 database file for each neighbourhood of Gothenburg.
Technical info
The dataset consists of a .db file for each of Gothenburg's primary areas. Each .db file consists of five relational tables: a person table, a household table, a house table, a building table, and an OD_Matrix table.
Person Table
| Column Name | Data Type | Constraint | Description |
|---|---|---|---|
| uuid | TEXT | PRIMARY KEY | Unique identifier for each person |
| uuid_household | TEXT | FOREIGN KEY | Identifier linking to the household |
| uuid_parent | TEXT | FOREIGN KEY | Identifier linking to the parent person |
| age | INTEGER | Age of the person | |
| sex | TEXT | Sex of the person | |
| type_household | TEXT | Type of household | |
| household | TEXT | Name or identifier of the household | |
| has_car | BOOLEAN | Indicates if the person has a car | |
| child_count | INTEGER | Number of children | |
| is_head | BOOLEAN | Indicates if the person is head of the household | |
| is_child | BOOLEAN | Indicates if the person is a child | |
| origin | TEXT | Origin location | |
| activity_sequence | TEXT | Sequence of activities | |
| primary_status | TEXT | Primary status of the person | |
| age_group | TEXT | Age group of the person | |
| location_work | TEXT | Work location | |
| type_house | TEXT | Type of house | |
| has_child | BOOLEAN | Indicates if the person has children | |
| location_mapping | TEXT | Mapping of locations |
Household Table
| Column Name | Data Type | Constraint | Description |
|---|---|---|---|
| uuid | TEXT | PRIMARY KEY | Unique identifier for each household |
| name_category | TEXT | Category name | |
| count_children | INTEGER | Number of children in the household | |
| bool_children | BOOLEAN | Indicates if there are children in the household | |
| count_adults | INTEGER | Number of adults in the household | |
| count_members | INTEGER | Total number of members in the household | |
| uuid_members | TEXT | Identifiers of the household members | |
| type_house | TEXT | Type of house | |
| uuid_house | TEXT | FOREIGN KEY | Identifier linking to the house |
| count_cars | INTEGER | Number of cars in the household | |
| head_of_household | TEXT | FOREIGN KEY | Identifier linking to the head of the household |
House Table
| Column Name | Data Type | Constraint | Description |
|---|---|---|---|
| uuid | TEXT | PRIMARY KEY | Unique identifier for each house |
| uuid_household | TEXT | FOREIGN KEY | Identifier linking to the household |
| uuid_building | TEXT | FOREIGN KEY | Identifier linking to the building |
| count_members | INTEGER | Number of members in the house | |
| count_adults | INTEGER | Number of adults in the house | |
| count_children | INTEGER | Number of children in the house | |
| count_cars | INTEGER | Number of cars in the household | |
| area_square_meters | TEXT | Area of the house in square meters |
Building Table
| Column Name | Data Type | Constraint | Description |
|---|---|---|---|
| uuid | TEXT | PRIMARY KEY | Unique identifier for each building |
| type_building | TEXT | Type of building | |
| area_square_meters | REAL | Area of the building in square meters | |
| height_meters | REAL | Height of the building in meters | |
| count_floors | INTEGER | Number of floors in the building | |
| population_per_floor | INTEGER | Population per floor | |
| population_total | INTEGER | Total population in the building | |
| built_up_area | REAL | Built-up area | |
| count_workers | INTEGER | Number of workers in the building | |
| is_empty | BOOLEAN | Indicates if the building is empty | |
| building | TEXT | Name or identifier of the building (consider revising this column's necessity) | |
| coord | TEXT | Coordinates of the building | |
| preferred_locations | TEXT | Preferred locations related to the building |
OD_Matrix Table
| Column Name | Data Type | Constraint | Description |
|---|---|---|---|
| uuid | TEXT | PRIMARY KEY | Unique identifier for each OD matrix entry |
| origin | TEXT | FOREIGN KEY | Origin building identifier |
| destination | TEXT | FOREIGN KEY | Destination building identifier |
| mode | TEXT | Mode of transportation | |
| distance | REAL | Distance of the trip | |
| duration | REAL | Duration of the trip |
Changelog
v0.0.2
- Improved validation
- Updated mode choice prediction
- Improved public transit routing
- Calibrated job assignment
- Added mode-choice enforcement for mode: Car (Until a home trip where mode can change again)
- Calibrated potential destinations to median travel distance
Files
Files
(4.8 GB)
| Name | Size | Download all |
|---|---|---|
|
md5:b23214fdb6651dfc02d37e9646f1f69b
|
95.1 MB | Download |
|
md5:7a74acb6a94403bf4b751a22a3d89e92
|
16.3 MB | Download |
|
md5:4dbb5874dbf45487d3576ed0c7072832
|
83.8 MB | Download |
|
md5:30b9c532884d504dc7becb25b5fa3849
|
60.0 MB | Download |
|
md5:560a5ad08e6a1ca4e2bee86dc040248b
|
93.1 MB | Download |
|
md5:ea24a1881e76d99b0593c6269c0439ba
|
11.0 MB | Download |
|
md5:22542e25f8d2497a775a6c0c65439a40
|
31.4 MB | Download |
|
md5:6e5028b486601e022c7ce8e247eaa8ba
|
37.3 MB | Download |
|
md5:8b8e80e7b17083abf8285bed27d58674
|
87.4 MB | Download |
|
md5:118e39fe6de22a4606e7746e6848dcfc
|
130.2 MB | Download |
|
md5:781808f7d4b0b8eb8c7fb6e94cf2a6f8
|
71.1 MB | Download |
|
md5:f6aece063fba1c96ef20382a36b155ca
|
39.4 MB | Download |
|
md5:3ea9339b13f99ef8b70cb7cdc74e132d
|
96.4 MB | Download |
|
md5:aece273078451f4c73790b1c67893685
|
14.0 MB | Download |
|
md5:1b523cd9b4784cba1dec4f3ed2b8d06f
|
53.7 MB | Download |
|
md5:c73846f231737126f8f492c1b8135def
|
31.5 MB | Download |
|
md5:c2dd1d4896ae7639b41c074d1f47cff4
|
55.1 MB | Download |
|
md5:b915689ed20298b3c2671dc75b81462b
|
46.9 MB | Download |
|
md5:04881e16a3286cfbcbf89f615a6c121c
|
46.8 MB | Download |
|
md5:170860aa4596fef4d1324607d8d310cf
|
21.6 MB | Download |
|
md5:ef5a2932e6090679ffa9c4b304379687
|
34.0 MB | Download |
|
md5:37ba68d15f2b1f4cec6339577b07f2e8
|
34.8 MB | Download |
|
md5:d0cdd6ee95d840b5c4c367c2118aea4a
|
32.3 MB | Download |
|
md5:a1c7ed468b73660af9464a3de493b345
|
18.6 MB | Download |
|
md5:a816a40408b96c5485679d4c5f4c8376
|
27.5 MB | Download |
|
md5:cfee6d9abc2ea17fae67d7e251109866
|
106.9 MB | Download |
|
md5:d04f7dc7f23b64190605666ad75faa00
|
17.8 MB | Download |
|
md5:3aed659bc48a7854e0fb3a010a00cd7d
|
75.9 MB | Download |
|
md5:87fee2e847f3c9fcad0a3a9ce321d735
|
28.4 MB | Download |
|
md5:d2437a329b1df69239fe68bd729abbfa
|
75.9 MB | Download |
|
md5:aa1ba4f085e4889e7f9c3a1b723fe55b
|
82.3 MB | Download |
|
md5:7df95d6f709b93cd3b8639d64840880b
|
38.8 MB | Download |
|
md5:60bd007bd5d59a7064677355db58ec51
|
80.5 MB | Download |
|
md5:0055aa678a657fd78fc6d30eb32f8584
|
54.0 MB | Download |
|
md5:719564ff7d0f929b40c8e54176c6f330
|
58.9 MB | Download |
|
md5:1bcb1776641139205dcf13faee7f5de1
|
66.4 MB | Download |
|
md5:435c2db41033940cef7eb66d0851e348
|
112.3 MB | Download |
|
md5:605dfd1a4b340fe26e6db3dcc6c4ae83
|
34.1 MB | Download |
|
md5:94ffcc64c0b0a3a2cf3d8cb9983cbc82
|
35.2 MB | Download |
|
md5:690f45a0009eef1314ab96fad0608f35
|
68.8 MB | Download |
|
md5:1d0cfb9791f19e76204653d6f836ccb0
|
37.5 MB | Download |
|
md5:ebe5273b80867191d3e85bb4bfa67d3f
|
65.7 MB | Download |
|
md5:1aa7721f52a1b12c1563dee7d6aeebf6
|
15.3 MB | Download |
|
md5:7283a0aebd8fc09137f88183472c5768
|
32.3 MB | Download |
|
md5:36f473eca62c0dd2e6964015273715c8
|
53.1 MB | Download |
|
md5:ca6638403a7c8c58c5892a2ec61d4ebd
|
61.4 MB | Download |
|
md5:a5f3120c9f7c26452def569a1b14a140
|
67.1 MB | Download |
|
md5:f9a7f20a55cf1afd9f25cf3ae7ba9a83
|
84.9 MB | Download |
|
md5:6d5516dd2838f2881deeff452e1b6e90
|
78.0 MB | Download |
|
md5:df86a1e62653f1c613e62bc2af09d389
|
83.7 MB | Download |
|
md5:f812cb80e5bd518d34106d6ee50d1546
|
42.5 MB | Download |
|
md5:845f07f3dfea9423285914c9c97f3d3f
|
52.6 MB | Download |
|
md5:224381e019e6095cba636b08ba988193
|
29.7 MB | Download |
|
md5:8db0662819860c76d6e7408000897b14
|
39.9 MB | Download |
|
md5:86b15e7e7ab0865f914608ed0c6b660d
|
28.3 MB | Download |
|
md5:a67632e3a6924e54584273049afd1914
|
83.5 MB | Download |
|
md5:4a707d88e23b323f5bbced13a85be1d2
|
17.2 MB | Download |
|
md5:51d9a1f5b12cb31cf5d7faa4a7f0b4a0
|
19.7 MB | Download |
|
md5:0321d12dc01ab83872b6b2dcd4262e12
|
21.3 MB | Download |
|
md5:afad5349e75e6898118a950ad9a031be
|
37.7 MB | Download |
|
md5:719658e1a044d33bb242c20289e416ff
|
34.7 MB | Download |
|
md5:a7603bfda27f2f3138233c0e6b8f0f4c
|
31.6 MB | Download |
|
md5:eba298019735ca20c7d4ddcf36381dfa
|
59.7 MB | Download |
|
md5:a2b5cd030f8da81b575c4be44711f434
|
23.5 MB | Download |
|
md5:abd9ec45a415c45925f0568a8c239d04
|
19.6 MB | Download |
|
md5:ed22573cc3cc63b083f1761fa048a9c2
|
42.0 MB | Download |
|
md5:6d4de142ae53a1999a38adf41dc16310
|
48.8 MB | Download |
|
md5:d1a7823a46f8bb351a6f62164dbd8786
|
27.2 MB | Download |
|
md5:bd91f9a97e12032a9dbc0e357fce77f6
|
26.0 MB | Download |
|
md5:0943c00b62d9727eab3c7c103fe426e8
|
31.3 MB | Download |
|
md5:9475c16cdef638531e2d53b600cfccea
|
92.4 MB | Download |
|
md5:a058c8e34bfd6dd459c51152b6e337a4
|
22.7 MB | Download |
|
md5:8385107dd7dba53cd4fc642a4a374741
|
135.3 MB | Download |
|
md5:9d35b8fb45b31693455b95b4b09bcaec
|
22.4 MB | Download |
|
md5:ea6ded77d9731e96a13525b01680174a
|
174.3 MB | Download |
|
md5:4d59c1bca71a8651d89d068a6d439b0c
|
51.0 MB | Download |
|
md5:5e9f81c8b992da1fc2e59f3174443b57
|
34.6 MB | Download |
|
md5:926f5d788c5d0fb1f06314786d65daf0
|
58.9 MB | Download |
|
md5:5c48337cd575c6caf3767107ff24bcb6
|
29.0 MB | Download |
|
md5:829cfc49d2bc5bb035d4ed7fa3e0c1c2
|
7.1 MB | Download |
|
md5:24279bb05e1eb696518d8d05c5df115c
|
50.2 MB | Download |
|
md5:6f2ffe2eb6a2c1d7a5ec2471b5dd44c5
|
13.1 MB | Download |
|
md5:ddd573d3eb55e6ce304bd9597e72408a
|
24.8 MB | Download |
|
md5:8e199bbbd15279eae500898e8168054f
|
77.6 MB | Download |
|
md5:729888f0f8bfb8101955ad0b443e77d9
|
54.4 MB | Download |
|
md5:ab8b04562d36bbcc2eef9c4ecff15421
|
21.1 MB | Download |
|
md5:2045e59d9f18b78b66ed905ad3fee8f0
|
35.0 MB | Download |
|
md5:0c59db3e89b668cc168b6b43c9d25463
|
41.6 MB | Download |
|
md5:0215156fbddb4c4a07f61c4f67c2ce6b
|
31.5 MB | Download |
|
md5:a91bf999ada442d1a87e7aa913f033f6
|
112.2 MB | Download |
|
md5:4c3ac2b1ce9f4b403e9fd4691532feec
|
127.9 MB | Download |
|
md5:a39ffdb88b538c455696d4c1f74ca37c
|
59.0 MB | Download |
|
md5:a68790e1249dbf0f61bfb078bfe73cf3
|
44.0 MB | Download |
Additional details
Related works
- Is described by
- Publication: 10.1016/j.dib.2024.110945 (DOI)
- Is documented by
- Software documentation: https://snjsomnath.github.io/GAPSIM_data/ (Other)
Software
- Repository URL
- https://snjsomnath.github.io/GAPSIM_data/
- Development Status
- Wip