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Indonesian street network morphology — the driving network and the walking network, measured separately for the same place.

Kampung Code · Yogyakarta · Kampung kota

r = 800 m · 36 bin · Footway coverage 19.6% · moderate

Kampung Code

Yogyakarta · Kampung kota

A terraced kampung on the bank of the Code, where much of the network is steps.

Drive

36.2 km · 190 intersections/km²

Fig. 1 · r = 800 m — The drivable network inside the sampling disc. Uniform ink, no road-class hierarchy, no basemap: the shape is the subject.
NDrive · 355°–5° · 4.7%Drive · 5°–15° · 8.9%Drive · 15°–25° · 1.9%Drive · 25°–35° · 0.7%Drive · 35°–45° · 0.5%Drive · 45°–55° · 1.8%Drive · 55°–65° · 1.3%Drive · 65°–75° · 2.8%Drive · 75°–85° · 3.2%Drive · 85°–95° · 11.2%Drive · 95°–105° · 5.1%Drive · 105°–115° · 2.9%Drive · 115°–125° · 0.7%Drive · 125°–135° · 0.7%Drive · 135°–145° · 0.7%Drive · 145°–155° · 0.5%Drive · 155°–165° · 1.5%Drive · 165°–175° · 1.0%Drive · 175°–185° · 4.7%Drive · 185°–195° · 8.9%Drive · 195°–205° · 1.9%Drive · 205°–215° · 0.7%Drive · 215°–225° · 0.5%Drive · 225°–235° · 1.8%Drive · 235°–245° · 1.3%Drive · 245°–255° · 2.8%Drive · 255°–265° · 3.2%Drive · 265°–275° · 11.2%Drive · 275°–285° · 5.1%Drive · 285°–295° · 2.9%Drive · 295°–305° · 0.7%Drive · 305°–315° · 0.7%Drive · 315°–325° · 0.7%Drive · 325°–335° · 0.5%Drive · 335°–345° · 1.5%Drive · 345°–355° · 1.0%
Drive H 3.141 · φ 0.36

Walk

52.8 km · 326 intersections/km²

Fig. 2 · r = 800 m — The walkable network at the same centre, the same disc, the same extract. Every difference from the drawing beside it is the tag mapping, not a different place.
NWalk · 355°–5° · 5.3%Walk · 5°–15° · 9.6%Walk · 15°–25° · 1.7%Walk · 25°–35° · 0.7%Walk · 35°–45° · 0.6%Walk · 45°–55° · 1.6%Walk · 55°–65° · 1.1%Walk · 65°–75° · 2.2%Walk · 75°–85° · 3.0%Walk · 85°–95° · 12.0%Walk · 95°–105° · 4.6%Walk · 105°–115° · 2.2%Walk · 115°–125° · 0.7%Walk · 125°–135° · 0.5%Walk · 135°–145° · 0.7%Walk · 145°–155° · 0.5%Walk · 155°–165° · 1.6%Walk · 165°–175° · 1.4%Walk · 175°–185° · 5.3%Walk · 185°–195° · 9.6%Walk · 195°–205° · 1.7%Walk · 205°–215° · 0.7%Walk · 215°–225° · 0.6%Walk · 225°–235° · 1.6%Walk · 235°–245° · 1.1%Walk · 245°–255° · 2.2%Walk · 255°–265° · 3.0%Walk · 265°–275° · 12.0%Walk · 275°–285° · 4.6%Walk · 285°–295° · 2.2%Walk · 295°–305° · 0.7%Walk · 305°–315° · 0.5%Walk · 315°–325° · 0.7%Walk · 325°–335° · 0.5%Walk · 335°–345° · 1.6%Walk · 345°–355° · 1.4%
Walk H 3.094 · φ 0.40

Delta

+16.7

km of network reachable only on foot · 31.6% of the walking network

+136
intersections per km²
−0.7%
Dead-end
−0.046
ΔH · orientation entropy

Both roses overlaid

NWalk · 355°–5° · 5.3%Walk · 5°–15° · 9.6%Walk · 15°–25° · 1.7%Walk · 25°–35° · 0.7%Walk · 35°–45° · 0.6%Walk · 45°–55° · 1.6%Walk · 55°–65° · 1.1%Walk · 65°–75° · 2.2%Walk · 75°–85° · 3.0%Walk · 85°–95° · 12.0%Walk · 95°–105° · 4.6%Walk · 105°–115° · 2.2%Walk · 115°–125° · 0.7%Walk · 125°–135° · 0.5%Walk · 135°–145° · 0.7%Walk · 145°–155° · 0.5%Walk · 155°–165° · 1.6%Walk · 165°–175° · 1.4%Walk · 175°–185° · 5.3%Walk · 185°–195° · 9.6%Walk · 195°–205° · 1.7%Walk · 205°–215° · 0.7%Walk · 215°–225° · 0.6%Walk · 225°–235° · 1.6%Walk · 235°–245° · 1.1%Walk · 245°–255° · 2.2%Walk · 255°–265° · 3.0%Walk · 265°–275° · 12.0%Walk · 275°–285° · 4.6%Walk · 285°–295° · 2.2%Walk · 295°–305° · 0.7%Walk · 305°–315° · 0.5%Walk · 315°–325° · 0.7%Walk · 325°–335° · 0.5%Walk · 335°–345° · 1.6%Walk · 345°–355° · 1.4%Drive · 355°–5° · 4.7%Drive · 5°–15° · 8.9%Drive · 15°–25° · 1.9%Drive · 25°–35° · 0.7%Drive · 35°–45° · 0.5%Drive · 45°–55° · 1.8%Drive · 55°–65° · 1.3%Drive · 65°–75° · 2.8%Drive · 75°–85° · 3.2%Drive · 85°–95° · 11.2%Drive · 95°–105° · 5.1%Drive · 105°–115° · 2.9%Drive · 115°–125° · 0.7%Drive · 125°–135° · 0.7%Drive · 135°–145° · 0.7%Drive · 145°–155° · 0.5%Drive · 155°–165° · 1.5%Drive · 165°–175° · 1.0%Drive · 175°–185° · 4.7%Drive · 185°–195° · 8.9%Drive · 195°–205° · 1.9%Drive · 205°–215° · 0.7%Drive · 215°–225° · 0.5%Drive · 225°–235° · 1.8%Drive · 235°–245° · 1.3%Drive · 245°–255° · 2.8%Drive · 255°–265° · 3.2%Drive · 265°–275° · 11.2%Drive · 275°–285° · 5.1%Drive · 285°–295° · 2.9%Drive · 295°–305° · 0.7%Drive · 305°–315° · 0.7%Drive · 315°–325° · 0.7%Drive · 325°–335° · 0.5%Drive · 335°–345° · 1.5%Drive · 345°–355° · 1.0%
Drive H 3.141 · φ 0.36Walk H 3.094 · φ 0.40
  • Drive
  • Walk
  • Both

Two readings, one table

Hairlines: every site in the set, both modes. Marks: this site. A position, not a value — neither end is better.

Kampung Code: driving and walking network metrics, their difference, and their position among 33 sites.
MetricDriveWalkDeltaPosition among 33 sites
Orientation entropynat3.1413.094−0.046Drive: position 16 of 33; Walk: position 15 of 33, when the set is sorted by this metric, smallest first.
H / H max0.8760.863−0.013Drive: position 16 of 33; Walk: position 15 of 33, when the set is sorted by this metric, smallest first.
φ orientation-order0.3630.396+0.033Drive: position 18 of 33; Walk: position 19 of 33, when the set is sorted by this metric, smallest first.
Circuitysampled1.4511.400−0.052Drive: position 14 of 33; Walk: position 10 of 33, when the set is sorted by this metric, smallest first.
Average node degree2.422.53+0.11Drive: position 26 of 33; Walk: position 27 of 33, when the set is sorted by this metric, smallest first.
Four-way6.7%14.9%+8.2%Drive: position 23 of 33; Walk: position 28 of 33, when the set is sorted by this metric, smallest first.
Dead-end24.9%24.2%−0.7%Drive: position 8 of 33; Walk: position 13 of 33, when the set is sorted by this metric, smallest first.
Intersection density190 /km²326 /km²+136 /km²Drive: position 23 of 33; Walk: position 27 of 33, when the set is sorted by this metric, smallest first.
Median segment length31 m23 m−8 mDrive: position 7 of 33; Walk: position 5 of 33, when the set is sorted by this metric, smallest first.
Network length36.2 km52.8 km+16.7 kmDrive: position 20 of 33; Walk: position 24 of 33, when the set is sorted by this metric, smallest first.

H is in nats — the natural-log unit of information. That is why its maximum is ln 36 ≈ 3.584 rather than log₂ 36.

Circuity is an estimate: network distance over straight-line distance, averaged across a seeded sample of node pairs rather than across all of them. Drive: 403 pairs sampled · 87 pairs unreachable.Walk: 440 pairs sampled · 54 pairs unreachable. Pairs with no route between them at all are excluded from the mean. A large count means this network is fragmented — a signal about the data, not about the place.

Each street segment’s bearing goes into one of 36 bins of 10°, weighted by length: a 500 m road counts ten times a 50 m gang. Bar length is the share of network length running that way, not a count of segments. The rose is always 180°-symmetric, because one segment traversed both ways differs by exactly 180°. Boeing 2019 §3

Fig. 3 · r = 800 m

What walking adds

Ink: the edges that exist only in the walking network. Hairline: the network both modes share. Membership is decided by the tag mapping — an edge counts as walk-only when the OSM way it came from is not admitted to the driving network.
Walk-only length
16.7 km
Share of walking network
31.6%

Where these numbers come from

Drive

Nodes
638
Edges
772
Intersections (degree ≥ 3)
382
Disc area
2.01 km²
Intersection density
190 /km²
Rose weighted length
72.4 km
Per-edge circuity
1.038

Walk

Nodes
1061
Edges
1342
Intersections (degree ≥ 3)
655
Disc area
2.01 km²
Intersection density
326 /km²
Rose weighted length
105.7 km
Per-edge circuity
1.047

The intermediate values the column above is built from. Intersection density is the intersection count over the disc area; the weighted length is the denominator that turns a rose bar into a share. Two different circuity measures: the per-edge one compares each segment against its own chord, the sampled one compares distances between junctions. The first measures how much streets bend, the second how far out of your way the network takes you.

Rose as a table — 36 bins — Kampung Code
Share of network length per 10° bearing bin, for drive and walk.
BinBearing rangeP — DriveP — Walk−P·ln P−P·ln P
00355°–5°4.67%5.32%0.14310.1561
015°–15°8.92%9.64%0.21560.2255
0215°–25°1.86%1.73%0.07410.0701
0325°–35°0.65%0.71%0.03280.0351
0435°–45°0.52%0.61%0.02730.0310
0545°–55°1.83%1.60%0.07330.0661
0655°–65°1.34%1.06%0.05790.0483
0765°–75°2.82%2.16%0.10070.0828
0875°–85°3.22%2.98%0.11060.1048
0985°–95°11.16%12.01%0.24470.2546
1095°–105°5.10%4.63%0.15190.1423
11105°–115°2.90%2.21%0.10280.0844
12115°–125°0.68%0.68%0.03410.0340
13125°–135°0.67%0.54%0.03360.0284
14135°–145°0.70%0.67%0.03480.0335
15145°–155°0.46%0.49%0.02500.0259
16155°–165°1.47%1.59%0.06220.0658
17165°–175°1.00%1.36%0.04590.0584
18175°–185°4.67%5.32%0.14310.1561
19185°–195°8.92%9.64%0.21560.2255
20195°–205°1.86%1.73%0.07410.0701
21205°–215°0.65%0.71%0.03280.0351
22215°–225°0.52%0.61%0.02730.0310
23225°–235°1.83%1.60%0.07330.0661
24235°–245°1.34%1.06%0.05790.0483
25245°–255°2.82%2.16%0.10070.0828
26255°–265°3.22%2.98%0.11060.1048
27265°–275°11.16%12.01%0.24470.2546
28275°–285°5.10%4.63%0.15190.1423
29285°–295°2.90%2.21%0.10280.0844
30295°–305°0.68%0.68%0.03410.0340
31305°–315°0.67%0.54%0.03360.0284
32315°–325°0.70%0.67%0.03480.0335
33325°–335°0.46%0.49%0.02500.0259
34335°–345°1.47%1.59%0.06220.0658
35345°–355°1.00%1.36%0.04590.0584
Sum = H3.1413.094

The last column is each bin’s term in H = −Σ P(i)·ln P(i). Add the thirty-six of them and you get the H printed under the rose. An empty bin contributes zero.

Download this site’s data (JSON, ODbL)

Data jalan © OpenStreetMap contributors, ODbL 1.0. Basis data turunan ini ditawarkan dengan lisensi yang sama. · Boeing, G. 2019. Urban Spatial Order: Street Network Orientation, Configuration, and Entropy. Applied Network Science 4(1):67.