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

Palangka · Palangka Raya · New town

r = 800 m · 36 bin · Footway coverage 21.9% · moderate

Palangka

Palangka Raya · New town

A city core laid out from nothing in 1957 and once proposed as the capital. Broad axes named after national figures; the second planned capital-scale city in this set, and the one that can be placed beside IKN.

Drive

45.1 km · 241 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° · 0.6%Drive · 5°–15° · 0.5%Drive · 15°–25° · 1.5%Drive · 25°–35° · 0.6%Drive · 35°–45° · 0.3%Drive · 45°–55° · 0.7%Drive · 55°–65° · 18.5%Drive · 65°–75° · 0.7%Drive · 75°–85° · 0.4%Drive · 85°–95° · 0.2%Drive · 95°–105° · 2.3%Drive · 105°–115° · 1.9%Drive · 115°–125° · 1.0%Drive · 125°–135° · 0.4%Drive · 135°–145° · 0.8%Drive · 145°–155° · 18.0%Drive · 155°–165° · 1.0%Drive · 165°–175° · 0.6%Drive · 175°–185° · 0.6%Drive · 185°–195° · 0.5%Drive · 195°–205° · 1.5%Drive · 205°–215° · 0.6%Drive · 215°–225° · 0.3%Drive · 225°–235° · 0.7%Drive · 235°–245° · 18.5%Drive · 245°–255° · 0.7%Drive · 255°–265° · 0.4%Drive · 265°–275° · 0.2%Drive · 275°–285° · 2.3%Drive · 285°–295° · 1.9%Drive · 295°–305° · 1.0%Drive · 305°–315° · 0.4%Drive · 315°–325° · 0.8%Drive · 325°–335° · 18.0%Drive · 335°–345° · 1.0%Drive · 345°–355° · 0.6%
Drive H 2.476 · φ 0.75

Walk

58.5 km · 376 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° · 0.9%Walk · 5°–15° · 0.6%Walk · 15°–25° · 1.4%Walk · 25°–35° · 0.6%Walk · 35°–45° · 0.4%Walk · 45°–55° · 0.8%Walk · 55°–65° · 19.6%Walk · 65°–75° · 0.6%Walk · 75°–85° · 0.6%Walk · 85°–95° · 0.6%Walk · 95°–105° · 2.0%Walk · 105°–115° · 1.7%Walk · 115°–125° · 0.9%Walk · 125°–135° · 0.5%Walk · 135°–145° · 0.8%Walk · 145°–155° · 16.3%Walk · 155°–165° · 0.8%Walk · 165°–175° · 0.7%Walk · 175°–185° · 0.9%Walk · 185°–195° · 0.6%Walk · 195°–205° · 1.4%Walk · 205°–215° · 0.6%Walk · 215°–225° · 0.4%Walk · 225°–235° · 0.8%Walk · 235°–245° · 19.6%Walk · 245°–255° · 0.6%Walk · 255°–265° · 0.6%Walk · 265°–275° · 0.6%Walk · 275°–285° · 2.0%Walk · 285°–295° · 1.7%Walk · 295°–305° · 0.9%Walk · 305°–315° · 0.5%Walk · 315°–325° · 0.8%Walk · 325°–335° · 16.3%Walk · 335°–345° · 0.8%Walk · 345°–355° · 0.7%
Walk H 2.532 · φ 0.73

Delta

+13.5

km of network reachable only on foot · 23.0% of the walking network

+134
intersections per km²
+1.1%
Dead-end
+0.056
ΔH · orientation entropy

Both roses overlaid

NWalk · 355°–5° · 0.9%Walk · 5°–15° · 0.6%Walk · 15°–25° · 1.4%Walk · 25°–35° · 0.6%Walk · 35°–45° · 0.4%Walk · 45°–55° · 0.8%Walk · 55°–65° · 19.6%Walk · 65°–75° · 0.6%Walk · 75°–85° · 0.6%Walk · 85°–95° · 0.6%Walk · 95°–105° · 2.0%Walk · 105°–115° · 1.7%Walk · 115°–125° · 0.9%Walk · 125°–135° · 0.5%Walk · 135°–145° · 0.8%Walk · 145°–155° · 16.3%Walk · 155°–165° · 0.8%Walk · 165°–175° · 0.7%Walk · 175°–185° · 0.9%Walk · 185°–195° · 0.6%Walk · 195°–205° · 1.4%Walk · 205°–215° · 0.6%Walk · 215°–225° · 0.4%Walk · 225°–235° · 0.8%Walk · 235°–245° · 19.6%Walk · 245°–255° · 0.6%Walk · 255°–265° · 0.6%Walk · 265°–275° · 0.6%Walk · 275°–285° · 2.0%Walk · 285°–295° · 1.7%Walk · 295°–305° · 0.9%Walk · 305°–315° · 0.5%Walk · 315°–325° · 0.8%Walk · 325°–335° · 16.3%Walk · 335°–345° · 0.8%Walk · 345°–355° · 0.7%Drive · 355°–5° · 0.6%Drive · 5°–15° · 0.5%Drive · 15°–25° · 1.5%Drive · 25°–35° · 0.6%Drive · 35°–45° · 0.3%Drive · 45°–55° · 0.7%Drive · 55°–65° · 18.5%Drive · 65°–75° · 0.7%Drive · 75°–85° · 0.4%Drive · 85°–95° · 0.2%Drive · 95°–105° · 2.3%Drive · 105°–115° · 1.9%Drive · 115°–125° · 1.0%Drive · 125°–135° · 0.4%Drive · 135°–145° · 0.8%Drive · 145°–155° · 18.0%Drive · 155°–165° · 1.0%Drive · 165°–175° · 0.6%Drive · 175°–185° · 0.6%Drive · 185°–195° · 0.5%Drive · 195°–205° · 1.5%Drive · 205°–215° · 0.6%Drive · 215°–225° · 0.3%Drive · 225°–235° · 0.7%Drive · 235°–245° · 18.5%Drive · 245°–255° · 0.7%Drive · 255°–265° · 0.4%Drive · 265°–275° · 0.2%Drive · 275°–285° · 2.3%Drive · 285°–295° · 1.9%Drive · 295°–305° · 1.0%Drive · 305°–315° · 0.4%Drive · 315°–325° · 0.8%Drive · 325°–335° · 18.0%Drive · 335°–345° · 1.0%Drive · 345°–355° · 0.6%
Drive H 2.476 · φ 0.75Walk H 2.532 · φ 0.73
  • 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.

Palangka: driving and walking network metrics, their difference, and their position among 33 sites.
MetricDriveWalkDeltaPosition among 33 sites
Orientation entropynat2.4762.532+0.056Drive: position 1 of 33; Walk: position 1 of 33, when the set is sorted by this metric, smallest first.
H / H max0.6910.707+0.016Drive: position 1 of 33; Walk: position 1 of 33, when the set is sorted by this metric, smallest first.
φ orientation-order0.7540.728−0.026Drive: position 33 of 33; Walk: position 33 of 33, when the set is sorted by this metric, smallest first.
Circuitysampled1.4471.375−0.072Drive: position 12 of 33; Walk: position 7 of 33, when the set is sorted by this metric, smallest first.
Average node degree2.582.61+0.04Drive: position 33 of 33; Walk: position 30 of 33, when the set is sorted by this metric, smallest first.
Four-way10.1%15.7%+5.6%Drive: position 31 of 33; Walk: position 29 of 33, when the set is sorted by this metric, smallest first.
Dead-end21.3%22.5%+1.1%Drive: position 3 of 33; Walk: position 9 of 33, when the set is sorted by this metric, smallest first.
Intersection density241 /km²376 /km²+134 /km²Drive: position 32 of 33; Walk: position 29 of 33, when the set is sorted by this metric, smallest first.
Median segment length35 m25 m−10 mDrive: position 14 of 33; Walk: position 7 of 33, when the set is sorted by this metric, smallest first.
Network length45.1 km58.5 km+13.5 kmDrive: position 30 of 33; Walk: position 30 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: 473 pairs sampled · 18 pairs unreachable.Walk: 436 pairs sampled · 46 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
13.5 km
Share of walking network
23.0%

Where these numbers come from

Drive

Nodes
703
Edges
906
Intersections (degree ≥ 3)
485
Disc area
2.01 km²
Intersection density
241 /km²
Rose weighted length
90.1 km
Per-edge circuity
1.075

Walk

Nodes
1112
Edges
1453
Intersections (degree ≥ 3)
755
Disc area
2.01 km²
Intersection density
376 /km²
Rose weighted length
117.1 km
Per-edge circuity
1.063

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 — Palangka
Share of network length per 10° bearing bin, for drive and walk.
BinBearing rangeP — DriveP — Walk−P·ln P−P·ln P
00355°–5°0.61%0.89%0.03110.0419
015°–15°0.51%0.65%0.02710.0325
0215°–25°1.54%1.42%0.06440.0604
0325°–35°0.56%0.57%0.02910.0296
0435°–45°0.31%0.42%0.01800.0231
0545°–55°0.66%0.78%0.03320.0379
0655°–65°18.51%19.59%0.31220.3194
0765°–75°0.68%0.62%0.03390.0314
0875°–85°0.36%0.60%0.02010.0308
0985°–95°0.25%0.62%0.01470.0316
1095°–105°2.30%2.05%0.08690.0796
11105°–115°1.89%1.70%0.07510.0693
12115°–125°1.04%0.94%0.04740.0439
13125°–135°0.37%0.46%0.02080.0247
14135°–145°0.79%0.76%0.03840.0373
15145°–155°18.01%16.34%0.30870.2960
16155°–165°0.98%0.84%0.04530.0403
17165°–175°0.63%0.74%0.03180.0364
18175°–185°0.61%0.89%0.03110.0419
19185°–195°0.51%0.65%0.02710.0325
20195°–205°1.54%1.42%0.06440.0604
21205°–215°0.56%0.57%0.02910.0296
22215°–225°0.31%0.42%0.01800.0231
23225°–235°0.66%0.78%0.03320.0379
24235°–245°18.51%19.59%0.31220.3194
25245°–255°0.68%0.62%0.03390.0314
26255°–265°0.36%0.60%0.02010.0308
27265°–275°0.25%0.62%0.01470.0316
28275°–285°2.30%2.05%0.08690.0796
29285°–295°1.89%1.70%0.07510.0693
30295°–305°1.04%0.94%0.04740.0439
31305°–315°0.37%0.46%0.02080.0247
32315°–325°0.79%0.76%0.03840.0373
33325°–335°18.01%16.34%0.30870.2960
34335°–345°0.98%0.84%0.04530.0403
35345°–355°0.63%0.74%0.03180.0364
Sum = H2.4762.532

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.

Note

The core of Palangka Raya was laid out from nothing in 1957 and was once proposed as the capital. Its orientation entropy is the lowest in this set: its streets run along a small number of bearings, far fewer than any kampung here.

IKN, the next planned capital, sits at the opposite end of the same measure. Two planned capitals, sixty years apart, both decisions taken on paper. This tool shows that they differ; it does not say why, and it does not say which is better.

One bound on the reading: about a fifth of its pedestrian network lies inside mapped green space. The figure clears the threshold without it, but footway coverage cannot tell a park path from a gang, and here some of it is a park path.

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.