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agricolamz/facetization_mapview_lingtypology.R

Last active June 13, 2018 11:03
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facetization mapview + lingtypology
Raw
facetization_mapview_lingtypology.R
library(lingtypology); library(tidyverse)
df <- read_csv("knowledge_russian_in_Daghestan.csv")
# old way -----------------------------------------------------------------
df %>%
filter(year_of_birth_dec == 1910) ->
v_1910
map.feature(v_1910$Language,
features = v_1910$lang_knowledge,
latitude = v_1910$Lat,
longitude = v_1910$Lon,
label = v_1910$village,
title = "(1910)")->
m_1910
df %>%
filter(year_of_birth_dec == 1920) ->
v_1920
map.feature(v_1920$Language,
features = v_1920$lang_knowledge,
latitude = v_1920$Lat,
longitude = v_1920$Lon,
label = v_1920$village,
title = "(1920)")->
m_1920
df %>%
filter(year_of_birth_dec == 1930) ->
v_1930
map.feature(v_1930$Language,
features = v_1930$lang_knowledge,
latitude = v_1930$Lat,
longitude = v_1930$Lon,
label = v_1930$village,
title = "(1930)")->
m_1930
df %>%
filter(year_of_birth_dec == 1940) ->
v_1940
map.feature(v_1940$Language,
features = v_1940$lang_knowledge,
latitude = v_1940$Lat,
longitude = v_1940$Lon,
label = v_1940$village,
title = "(1940)")->
m_1940
l <- list(m_1910, m_1920, m_1930, m_1940)
mapview::sync(l, no.initial.sync = FALSE)
# new way -----------------------------------------------------------------
map.feature(df$Language,
features = df$lang_knowledge,
label = df$village,
latitude = df$Lat,
longitude = df$Lon,
facet = df$year_of_birth_dec) ->
l
mapview::sync(l, no.initial.sync = FALSE, ncol = 3)
Raw
knowledge_russian_in_Daghestan.csv
village Language Lat Lon year_of_birth_dec lang_knowledge
Archib Archi 42.0664 46.8678 1890 10
Balkhar Lak 42.2797 47.2314 1890 25
Chabanmakhi Dargwa 42.63784 47.25923 1890 25
Chankurbe Dargwa 42.630465 47.300216 1890 40
Chirag Dargwa 41.8381 47.4303 1890 14.285714285714285
Chitab Avar 42.10412 46.86914 1890 0
Chumli Dargwa 42.20167 47.77306 1890 0
Dyubek Tabasaran 42.0208 47.969528 1890 0
Dzhavgat Dargwa 42.0506 47.9375 1890 40
Khiv Tabasaran 41.7533 47.9286 1890 0
Kina Rutul 41.6166 47.2647 1890 50
Laka Tabasaran 41.75705 47.88114 1890 0
Megeb Dargwa 42.2528 47.0472 1890 9.090909090909092
Mukar Lak 42.20687 47.02212 1890 0
Obokh Avar 42.28362 47.03734 1890 25
Richa Aghul 41.763646 47.502769 1890 0
Rikvani Andi 42.782304 46.319372 1890 16.666666666666664
Shangoda Avar 42.246859 47.000153 1890 50
Shukty Dargwa 42.22488 47.30349 1890 28.57142857142857
Uri Lak 42.2056 47.0164 1890 0
Zilo Andi 42.731394 46.319223 1890 20
Archib Archi 42.0664 46.8678 1900 19.230769230769234
Balkhar Lak 42.2797 47.2314 1900 25
Chabanmakhi Dargwa 42.63784 47.25923 1900 0
Chankurbe Dargwa 42.630465 47.300216 1900 12.5
Chirag Dargwa 41.8381 47.4303 1900 30
Chitab Avar 42.10412 46.86914 1900 20
Chumli Dargwa 42.20167 47.77306 1900 60
Dyubek Tabasaran 42.0208 47.969528 1900 10
Dzhavgat Dargwa 42.0506 47.9375 1900 42.857142857142854
Kina Rutul 41.6166 47.2647 1900 50
Laka Tabasaran 41.75705 47.88114 1900 33.33333333333333
Megeb Dargwa 42.2528 47.0472 1900 30.76923076923077
Mukar Lak 42.20687 47.02212 1900 44.44444444444444
Obokh Avar 42.28362 47.03734 1900 37.5
Richa Aghul 41.763646 47.502769 1900 55.55555555555556
Rikvani Andi 42.782304 46.319372 1900 33.33333333333333
Shangoda Avar 42.246859 47.000153 1900 80
Shukty Dargwa 42.22488 47.30349 1900 100
Uri Lak 42.2056 47.0164 1900 100
Zilo Andi 42.731394 46.319223 1900 16.666666666666664
Archib Archi 42.0664 46.8678 1910 25
Balkhar Lak 42.2797 47.2314 1910 21.428571428571427
Chabanmakhi Dargwa 42.63784 47.25923 1910 37.5
Chankurbe Dargwa 42.630465 47.300216 1910 33.33333333333333
Chirag Dargwa 41.8381 47.4303 1910 50
Chitab Avar 42.10412 46.86914 1910 57.14285714285714
Chumli Dargwa 42.20167 47.77306 1910 66.66666666666666
Dyubek Tabasaran 42.0208 47.969528 1910 66.66666666666666
Dzhavgat Dargwa 42.0506 47.9375 1910 76.92307692307693
Khiv Tabasaran 41.7533 47.9286 1910 40
Kina Rutul 41.6166 47.2647 1910 20
Laka Tabasaran 41.75705 47.88114 1910 50
Megeb Dargwa 42.2528 47.0472 1910 25
Obokh Avar 42.28362 47.03734 1910 28.57142857142857
Richa Aghul 41.763646 47.502769 1910 50
Rikvani Andi 42.782304 46.319372 1910 54.54545454545454
Shangoda Avar 42.246859 47.000153 1910 0
Shukty Dargwa 42.22488 47.30349 1910 36.36363636363637
Uri Lak 42.2056 47.0164 1910 20
Zilo Andi 42.731394 46.319223 1910 26.666666666666668
Archib Archi 42.0664 46.8678 1920 47.61904761904761
Balkhar Lak 42.2797 47.2314 1920 57.89473684210527
Chabanmakhi Dargwa 42.63784 47.25923 1920 50
Chankurbe Dargwa 42.630465 47.300216 1920 40
Chirag Dargwa 41.8381 47.4303 1920 57.14285714285714
Chitab Avar 42.10412 46.86914 1920 45.45454545454545
Chumli Dargwa 42.20167 47.77306 1920 88.88888888888889
Dyubek Tabasaran 42.0208 47.969528 1920 56.25
Dzhavgat Dargwa 42.0506 47.9375 1920 75
Khiv Tabasaran 41.7533 47.9286 1920 88.88888888888889
Kina Rutul 41.6166 47.2647 1920 50
Megeb Dargwa 42.2528 47.0472 1920 63.63636363636363
Mukar Lak 42.20687 47.02212 1920 57.14285714285714
Obokh Avar 42.28362 47.03734 1920 75
Richa Aghul 41.763646 47.502769 1920 100
Rikvani Andi 42.782304 46.319372 1920 83.33333333333334
Shangoda Avar 42.246859 47.000153 1920 80
Shukty Dargwa 42.22488 47.30349 1920 54.54545454545454
Uri Lak 42.2056 47.0164 1920 66.66666666666666
Zilo Andi 42.731394 46.319223 1920 30.76923076923077
Archib Archi 42.0664 46.8678 1930 38.095238095238095
Balkhar Lak 42.2797 47.2314 1930 71.42857142857143
Chabanmakhi Dargwa 42.63784 47.25923 1930 82.35294117647058
Chankurbe Dargwa 42.630465 47.300216 1930 61.111111111111114
Chirag Dargwa 41.8381 47.4303 1930 91.30434782608695
Chitab Avar 42.10412 46.86914 1930 83.33333333333334
Chumli Dargwa 42.20167 47.77306 1930 83.33333333333334
Dyubek Tabasaran 42.0208 47.969528 1930 50
Dzhavgat Dargwa 42.0506 47.9375 1930 64.1025641025641
Khiv Tabasaran 41.7533 47.9286 1930 100
Kina Rutul 41.6166 47.2647 1930 57.14285714285714
Laka Tabasaran 41.75705 47.88114 1930 50
Megeb Dargwa 42.2528 47.0472 1930 89.65517241379311
Mukar Lak 42.20687 47.02212 1930 50
Obokh Avar 42.28362 47.03734 1930 50
Richa Aghul 41.763646 47.502769 1930 64.70588235294117
Rikvani Andi 42.782304 46.319372 1930 44.44444444444444
Shangoda Avar 42.246859 47.000153 1930 66.66666666666666
Shukty Dargwa 42.22488 47.30349 1930 77.77777777777779
Uri Lak 42.2056 47.0164 1930 83.33333333333334
Zilo Andi 42.731394 46.319223 1930 66.66666666666666
Archib Archi 42.0664 46.8678 1940 85.71428571428571
Balkhar Lak 42.2797 47.2314 1940 93.33333333333333
Chabanmakhi Dargwa 42.63784 47.25923 1940 100
Chankurbe Dargwa 42.630465 47.300216 1940 82.35294117647058
Chirag Dargwa 41.8381 47.4303 1940 88.88888888888889
Chitab Avar 42.10412 46.86914 1940 60
Dyubek Tabasaran 42.0208 47.969528 1940 75
Dzhavgat Dargwa 42.0506 47.9375 1940 92.3076923076923
Khiv Tabasaran 41.7533 47.9286 1940 100
Kina Rutul 41.6166 47.2647 1940 80
Laka Tabasaran 41.75705 47.88114 1940 85.71428571428571
Megeb Dargwa 42.2528 47.0472 1940 82.6086956521739
Mukar Lak 42.20687 47.02212 1940 100
Obokh Avar 42.28362 47.03734 1940 75
Richa Aghul 41.763646 47.502769 1940 100
Rikvani Andi 42.782304 46.319372 1940 88.23529411764706
Shangoda Avar 42.246859 47.000153 1940 75
Shukty Dargwa 42.22488 47.30349 1940 100
Uri Lak 42.2056 47.0164 1940 100
Zilo Andi 42.731394 46.319223 1940 60
Archib Archi 42.0664 46.8678 1950 94.11764705882352
Balkhar Lak 42.2797 47.2314 1950 90
Chabanmakhi Dargwa 42.63784 47.25923 1950 100
Chankurbe Dargwa 42.630465 47.300216 1950 100
Chirag Dargwa 41.8381 47.4303 1950 100
Chitab Avar 42.10412 46.86914 1950 66.66666666666666
Chumli Dargwa 42.20167 47.77306 1950 85.71428571428571
Dyubek Tabasaran 42.0208 47.969528 1950 100
Dzhavgat Dargwa 42.0506 47.9375 1950 93.10344827586206
Khiv Tabasaran 41.7533 47.9286 1950 100
Kina Rutul 41.6166 47.2647 1950 85.71428571428571
Megeb Dargwa 42.2528 47.0472 1950 100
Mukar Lak 42.20687 47.02212 1950 100
Obokh Avar 42.28362 47.03734 1950 100
Richa Aghul 41.763646 47.502769 1950 100
Rikvani Andi 42.782304 46.319372 1950 62.5
Shangoda Avar 42.246859 47.000153 1950 60
Shukty Dargwa 42.22488 47.30349 1950 100
Uri Lak 42.2056 47.0164 1950 100
Zilo Andi 42.731394 46.319223 1950 63.63636363636363
Archib Archi 42.0664 46.8678 1960 90.9090909090909
Balkhar Lak 42.2797 47.2314 1960 90
Chabanmakhi Dargwa 42.63784 47.25923 1960 100
Chankurbe Dargwa 42.630465 47.300216 1960 94.73684210526315
Chirag Dargwa 41.8381 47.4303 1960 100
Chumli Dargwa 42.20167 47.77306 1960 100
Dyubek Tabasaran 42.0208 47.969528 1960 100
Dzhavgat Dargwa 42.0506 47.9375 1960 92
Khiv Tabasaran 41.7533 47.9286 1960 100
Kina Rutul 41.6166 47.2647 1960 100
Laka Tabasaran 41.75705 47.88114 1960 75
Megeb Dargwa 42.2528 47.0472 1960 100
Mukar Lak 42.20687 47.02212 1960 100
Obokh Avar 42.28362 47.03734 1960 100
Richa Aghul 41.763646 47.502769 1960 100
Rikvani Andi 42.782304 46.319372 1960 80
Shangoda Avar 42.246859 47.000153 1960 100
Shukty Dargwa 42.22488 47.30349 1960 100
Uri Lak 42.2056 47.0164 1960 100
Zilo Andi 42.731394 46.319223 1960 95.65217391304348
Archib Archi 42.0664 46.8678 1970 100
Balkhar Lak 42.2797 47.2314 1970 85.71428571428571
Chabanmakhi Dargwa 42.63784 47.25923 1970 100
Chankurbe Dargwa 42.630465 47.300216 1970 100
Chirag Dargwa 41.8381 47.4303 1970 100
Chitab Avar 42.10412 46.86914 1970 50
Chumli Dargwa 42.20167 47.77306 1970 100
Dyubek Tabasaran 42.0208 47.969528 1970 100
Dzhavgat Dargwa 42.0506 47.9375 1970 100
Kina Rutul 41.6166 47.2647 1970 95
Laka Tabasaran 41.75705 47.88114 1970 100
Megeb Dargwa 42.2528 47.0472 1970 100
Mukar Lak 42.20687 47.02212 1970 100
Obokh Avar 42.28362 47.03734 1970 100
Richa Aghul 41.763646 47.502769 1970 100
Rikvani Andi 42.782304 46.319372 1970 88.23529411764706
Shangoda Avar 42.246859 47.000153 1970 83.33333333333334
Shukty Dargwa 42.22488 47.30349 1970 100
Uri Lak 42.2056 47.0164 1970 100
Zilo Andi 42.731394 46.319223 1970 100
Archib Archi 42.0664 46.8678 1980 90
Balkhar Lak 42.2797 47.2314 1980 75
Chabanmakhi Dargwa 42.63784 47.25923 1980 100
Chankurbe Dargwa 42.630465 47.300216 1980 90
Chirag Dargwa 41.8381 47.4303 1980 100
Chitab Avar 42.10412 46.86914 1980 50
Dyubek Tabasaran 42.0208 47.969528 1980 100
Dzhavgat Dargwa 42.0506 47.9375 1980 100
Khiv Tabasaran 41.7533 47.9286 1980 100
Kina Rutul 41.6166 47.2647 1980 100
Megeb Dargwa 42.2528 47.0472 1980 93.75
Mukar Lak 42.20687 47.02212 1980 100
Obokh Avar 42.28362 47.03734 1980 100
Richa Aghul 41.763646 47.502769 1980 100
Rikvani Andi 42.782304 46.319372 1980 100
Shangoda Avar 42.246859 47.000153 1980 100
Shukty Dargwa 42.22488 47.30349 1980 100
Uri Lak 42.2056 47.0164 1980 100
Zilo Andi 42.731394 46.319223 1980 100
Archib Archi 42.0664 46.8678 1990 100
Chabanmakhi Dargwa 42.63784 47.25923 1990 100
Chankurbe Dargwa 42.630465 47.300216 1990 100
Chirag Dargwa 41.8381 47.4303 1990 100
Chitab Avar 42.10412 46.86914 1990 100
Chumli Dargwa 42.20167 47.77306 1990 100
Dyubek Tabasaran 42.0208 47.969528 1990 100
Dzhavgat Dargwa 42.0506 47.9375 1990 90.9090909090909
Khiv Tabasaran 41.7533 47.9286 1990 100
Kina Rutul 41.6166 47.2647 1990 100
Laka Tabasaran 41.75705 47.88114 1990 100
Megeb Dargwa 42.2528 47.0472 1990 100
Mukar Lak 42.20687 47.02212 1990 100
Obokh Avar 42.28362 47.03734 1990 100
Richa Aghul 41.763646 47.502769 1990 100
Rikvani Andi 42.782304 46.319372 1990 100
Shangoda Avar 42.246859 47.000153 1990 100
Shukty Dargwa 42.22488 47.30349 1990 100
Uri Lak 42.2056 47.0164 1990 100
Zilo Andi 42.731394 46.319223 1990 100
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