5  Relocation on immigration

5.1 Relocation proportion

5.1.1 differences by sex (sum over years)

WHY? Check if minor differences between sex? Because omitted in prediction

(a) Origin Swiss

(b) Origin foreign
Figure 5.1: proportion of relocation by district, age, sex and origin

5.1.2 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 5.2: proportion of relocation by district, age and origin

5.1.3 which base years?

5.1.3.1 year and origin

WHY? simplest plot to determine the base years

Figure 5.3: proportion by year and origin

5.1.3.2 year, age, origin

Figure 5.4: propportion by year, age and origin

5.1.4 aggregate over sex

This plot is the starting point (before smoothing, age corrections)

5.1.4.1 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 5.5: processes by district, age, year and origin

5.1.4.2 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 5.6: processes by district, year, age and origin

5.1.5 dyao: smoothing

5.1.5.1 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 5.7: processes by district, age, year and origin

5.1.5.2 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 5.8: processes by district, year, age and origin

5.1.6 dyao: proportion after smoothing

5.1.6.1 focus age

Figure 5.9: proportion smooothed by district, age, year and origin

Figure 5.10: proportion smooothed by district, age, year and origin

Figure 5.11: proportion smooothed by district, age, year and origin

Figure 5.12: proportion smooothed by district, age, year and origin

5.1.6.2 plot: focus year

Figure 5.13: proportion smooothed by district, year, age and origin

Figure 5.14: proportion smooothed by district, year, age and origin

Figure 5.15: proportion smooothed by district, year, age and origin

Figure 5.16: proportion smooothed by district, year, age and origin

Figure 5.17: proportion smooothed by district, year, age and origin

Figure 5.18: proportion smooothed by district, year, age and origin

Figure 5.19: proportion smooothed by district, year, age and origin

Figure 5.20: proportion smooothed by district, year, age and origin

5.1.7 smoothing

5.1.7.1 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 5.21: processes by district, age and origin; smoothed

5.1.7.2 proportions

Figure 5.22: proportion by district, age and origin; smoothed

5.1.8 proportion from different aggregation levels —————————-

5.1.8.1 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 5.23: proportion from different aggregation levels

5.1.8.2 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 5.24: proportion from different aggregation levels, focus on age

5.1.8.3 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 5.25: proportion from different aggregation levels, focus on years

5.1.9 smoothing (after different levels of aggregation were brought to

5.1.9.1 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 5.26: one proportion after smoothing, focus on age

5.1.9.2 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 5.27: one proportion after smoothing, focus on year

5.2 Prediction

5.2.1 (constrained regression)

(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 5.28: prediction by district, year, age and origin; smoothed

5.3 final predictions

5.3.1 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 5.29: predicted and past proportions by district, year, age, origin

5.3.2 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 5.30: predicted and past proportions by district, year, age, origin; focus age

5.3.3 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 5.31: predicted and past proportions by district, year, age, origin; focus year