Relocation proportion
differences by sex (sum over years)
WHY? Check if minor differences between sex? Because omitted in prediction
differences by origin (sum over years and sex)
WHY? first: to emphasize the need of origin in the model second: the plots can be used to get an idea the value of an age threshold
Figure 6.2: proportion of relocation by district, age and origin
which base years?
year and origin
WHY? simplest plot to determine the base years
Figure 6.3: proportion by year and origin
year, age, origin
Figure 6.4: propportion by year, age and origin
aggregate over sex
This plot is the starting point (before smoothing, age corrections)
focus on age
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.5: processes by district, age, year and origin
focus on years
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.6: processes by district, year, age and origin
dyao: smoothing
focus age
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.7: processes by district, age, year and origin
focus years
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.8: processes by district, year, age and origin
dyao: proportion after smoothing
focus age
Figure 6.9: proportion smooothed by district, age, year and origin
Figure 6.10: proportion smooothed by district, age, year and origin
Figure 6.11: proportion smooothed by district, age, year and origin
Figure 6.12: proportion smooothed by district, age, year and origin
plot: focus year
Figure 6.13: proportion smooothed by district, year, age and origin
Figure 6.14: proportion smooothed by district, year, age and origin
Figure 6.15: proportion smooothed by district, year, age and origin
Figure 6.16: proportion smooothed by district, year, age and origin
Figure 6.17: proportion smooothed by district, year, age and origin
Figure 6.18: proportion smooothed by district, year, age and origin
Figure 6.19: proportion smooothed by district, year, age and origin
Figure 6.20: proportion smooothed by district, year, age and origin
smoothing
processes
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.21: processes by district, age and origin; smoothed
proportions
Figure 6.22: proportion by district, age and origin; smoothed
proportion from different aggregation levels —————————-
entire curves (different aggregations levels)
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.23: proportion from different aggregation levels
focus age
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.24: proportion from different aggregation levels, focus on age
focus years
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.25: proportion from different aggregation levels, focus on years
smoothing (after different levels of aggregation were brought to
focus age
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.26: one proportion after smoothing, focus on age
focus years
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.27: one proportion after smoothing, focus on year
final predictions
past and future
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.29: predicted and past proportions by district, year, age, origin
focus age distribution
WHY this plot: it is recommendable to look precisely at the age plots over years therefore, a plot that focuses on certain years
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.30: predicted and past proportions by district, year, age, origin; focus age
focus year distribution
(a) District of Kreis 1
(b) District of Wollishofen
(c) District of Leimbach
(d) District of Enge
(e) District of Alt-Wiedikon
(f) District of Friesenberg
(g) District of Sihlfeld
(h) District of Werd
(i) District of Langstrasse
(j) District of Hard
(k) District of Gewerbeschule
(l) District of Escher Wyss
(m) District of Unterstrass
(n) District of Oberstrass
(o) District of Fluntern
(p) District of Hottingen
(q) District of Hirslanden
(r) District of Witikon
(s) District of Seefeld
(t) District of Muehlebach
(u) District of Weinegg
(v) District of Albisrieden
(w) District of Altstetten
(x) District of Hoengg
(y) District of Wipkingen
(z) District of Affoltern
({) District of Oerlikon
(|) District of Seebach
(}) District of Saatlen
(~) District of Schwamendingen-Mitte
() District of Hirzenbach
Figure 6.31: predicted and past proportions by district, year, age, origin; focus year