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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb483c3bb148677359cbe63dd7428813d6c645f42acf45441e1968172fb95263
+size 4776713
diff --git a/87/replication_package/.dta b/87/replication_package/.dta
new file mode 100644
index 0000000000000000000000000000000000000000..95fc563e33b0933979b6fc95b63d01c17c863c90
--- /dev/null
+++ b/87/replication_package/.dta
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8bce9e67907a2e48d27e9648ac8bba4654c5f27e85adf099934abbf6585f426
+size 5378849
diff --git a/87/replication_package/Data/EJ_Dickens_Border_100km.csv b/87/replication_package/Data/EJ_Dickens_Border_100km.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15d92b73f151ae62697158b1d37a1e7cfc0dc47b
--- /dev/null
+++ b/87/replication_package/Data/EJ_Dickens_Border_100km.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a4dde69d79396ecfb3d6830215584c065674af360c36a2e33f5f5a3c35b1aff
+size 13186750
diff --git a/87/replication_package/Data/EJ_Dickens_Border_100km.dta b/87/replication_package/Data/EJ_Dickens_Border_100km.dta
new file mode 100644
index 0000000000000000000000000000000000000000..553b2287e22465bdf7229ae46d1185566d72505d
--- /dev/null
+++ b/87/replication_package/Data/EJ_Dickens_Border_100km.dta
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10b5c8252b555870e6981a68b25e4c4817def3c8d47dd7fe2362bcd4edca2e84
+size 17385290
diff --git a/87/replication_package/Data/EJ_Dickens_Border_50km.csv b/87/replication_package/Data/EJ_Dickens_Border_50km.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf1318f70e872a1374f7444a0c3b4f437fac27b0
--- /dev/null
+++ b/87/replication_package/Data/EJ_Dickens_Border_50km.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2811bd77ec620a2b531b70522433e07d4c0bbb062e07407e6a840e9072b9acf8
+size 6759832
diff --git a/87/replication_package/Data/EJ_Dickens_Border_50km.dta b/87/replication_package/Data/EJ_Dickens_Border_50km.dta
new file mode 100644
index 0000000000000000000000000000000000000000..17ee404ffa89aee855f6ac794bc96bcbea465995
--- /dev/null
+++ b/87/replication_package/Data/EJ_Dickens_Border_50km.dta
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d5ec67cc1aa81fa5069e2aa294a3d53c3ef252b54ddead3197dcfb1dc2a19e3
+size 5367503
diff --git a/87/replication_package/Data/EJ_Dickens_Group_Homeland.csv b/87/replication_package/Data/EJ_Dickens_Group_Homeland.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7d2e9f8a073f7a75809b12008bea20cd9f4cd62
--- /dev/null
+++ b/87/replication_package/Data/EJ_Dickens_Group_Homeland.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57c78cebc485e647763e42a2a992c9b83a980b00c500c0e6a7c8d7d48e9869a7
+size 2980348
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--- /dev/null
+++ b/87/replication_package/Data/EJ_Dickens_Group_Homeland.dta
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27c6e198533afa1645fa5f099258ae6ba5649f7e2ca03cd75420d0deca979032
+size 3587025
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A11.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A11.do
new file mode 100644
index 0000000000000000000000000000000000000000..a85bcfb4c9525de2dcd71a31574315f30206ca47
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A11.do
@@ -0,0 +1,73 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A11 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Table A11: Border-Level Regressions: Population Sensitivity Analysis
+// --------------------------------------------------------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Full Sample
+qui reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+keep if e(sample)
+sum langPop_diff, d
+g lrg_diff = langPop_diff > r(p50)
+sum ln_langPop, d
+g lrg_total = ln_langPop > r(p50)
+eststo clear
+eststo: qui reghdfe lingDist csi_sd csi_change_sd $controls, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: qui reghdfe lingDist csi_sd csi_change_sd $controls if lrg_total == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: qui reghdfe lingDist csi_sd csi_change_sd $controls if lrg_diff == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+
+** Sibling Sample
+drop lrg_diff lrg_total
+qui reghdfe lingDist csi_sd csi_change_sd $controls if sibling == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+keep if e(sample)
+sum langPop_diff, d
+g lrg_diff = langPop_diff > r(p50)
+sum ln_langPop, d
+g lrg_total = ln_langPop > r(p50)
+eststo: qui reghdfe lingDist csi_sd csi_change_sd $controls, ab(family1 ccode1) cl(langID1 langID2)
+eststo: qui reghdfe lingDist csi_sd csi_change_sd $controls if lrg_total == 0, ab(family1 ccode1) cl(langID1 langID2)
+eststo: qui reghdfe lingDist csi_sd csi_change_sd $controls if lrg_diff == 0, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A12.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A12.do
new file mode 100644
index 0000000000000000000000000000000000000000..1969e0b12192ffd0fa68961cf4e5fa2f6a4962ff
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A12.do
@@ -0,0 +1,53 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A12 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Table A12: Border-Level Regressions: Overlapping Polygon Sensitivity Analysis
+// -----------------------------------------------------------------------------
+use "Data/EJ_Dickens_Border_100km.dta", clear
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & overlap == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & overlap == 0, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A13.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A13.do
new file mode 100644
index 0000000000000000000000000000000000000000..8a4d6e0446f2fd985c76e54e3b471268b5fe4c0e
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A13.do
@@ -0,0 +1,102 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A13 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Preliminaries
+// -------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+qui {
+
+ * Full sample (restricted = FE only)
+ eststo clear
+ cap drop b_r b_f r2_r r2_f
+ eststo: reghdfe lingDist csi_sd csi_change_sd if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+ g b_r = _b[csi_change_sd]
+ g r2_r = e(r2)
+ eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+ g b_f = _b[csi_change_sd]
+ g r2_f = e(r2)
+ local aet1 = round(b_f / (b_r - b_f),0.01)
+ local beta1 = round(b_f - (b_r - b_f)*((1 - r2_f)/(r2_f - r2_r)),0.01)
+
+ * Full sample (restricted = FE & prod controls)
+ cap drop b_r b_f r2_r r2_f
+ eststo: reghdfe lingDist csi_sd csi_change_sd $prod if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+ g b_r = _b[csi_change_sd]
+ g r2_r = e(r2)
+ eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+ g b_f = _b[csi_change_sd]
+ g r2_f = e(r2)
+ local aet2 = round(b_f / (b_r - b_f),0.01)
+ local beta2 = round(b_f - (b_r - b_f)*((1 - r2_f)/(r2_f - r2_r)),0.01)
+
+ * Sibling sample (restricted = FE only)
+ cap drop b_r b_f r2_r r2_f
+ eststo: reghdfe lingDist csi_sd csi_change_sd if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+ g b_r = _b[csi_change_sd]
+ g r2_r = e(r2)
+ eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+ g b_f = _b[csi_change_sd]
+ g r2_f = e(r2)
+ local aet3 = round(b_f / (b_r - b_f),0.01)
+ local beta3 = round(b_f - (b_r - b_f)*((1 - r2_f)/(r2_f - r2_r)),0.01)
+
+ * Sibling sample (restricted = FE & prod controls)
+ cap drop b_r b_f r2_r r2_f
+ eststo: reghdfe lingDist csi_sd csi_change_sd $prod if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+ g b_r = _b[csi_change_sd]
+ g r2_r = e(r2)
+ eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+ g b_f = _b[csi_change_sd]
+ g r2_f = e(r2)
+ local aet4 = round(b_f / (b_r - b_f),0.01)
+ local beta4 = round(b_f - (b_r - b_f)*((1 - r2_f)/(r2_f - r2_r)),0.01)
+
+}
+
+
+// Table A13: Border-Level Regressions: Selection on Unobservables
+// ---------------------------------------------------------------
+
+* Panel A: Full Sample
+di " Controls in restricted = FE AET = `aet1' Beta = `beta1' "
+di " Controls in restricted = FE & Prod AET = `aet2' Beta = `beta2' "
+
+* Panel B: Sibling Sample
+di " Controls in restricted = FE AET = `aet3' Beta = `beta3' "
+di " Controls in restricted = FE & Prod AET = `aet4' Beta = `beta4' "
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A14.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A14.do
new file mode 100644
index 0000000000000000000000000000000000000000..6b70861df887a5ae8df00d18b9f61b09f2a84489
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A14.do
@@ -0,0 +1,76 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A14 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install acreg, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Table A14: Border-Level Regressions: Spatially Correlated Standard Errors
+// -------------------------------------------------------------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Panel A: Full Sample
+eststo clear
+xi: acreg lingDist csi_sd csi_change_sd $controls i.family2 if samecountry == 1, latitude(latitude) longitude(longitude) dist(100) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo
+xi: acreg lingDist csi_sd csi_change_sd $controls i.family2 if samecountry == 1, latitude(latitude) longitude(longitude) dist(200) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo
+xi: acreg lingDist csi_sd csi_change_sd $controls i.family2 if samecountry == 1, latitude(latitude) longitude(longitude) dist(300) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo
+xi: acreg lingDist csi_sd csi_change_sd $controls i.family2 if samecountry == 1, latitude(latitude) longitude(longitude) dist(400) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo
+xi: acreg lingDist csi_sd csi_change_sd $controls i.family2 if samecountry == 1, latitude(latitude) longitude(longitude) dist(500) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
+* Panel B: Sibling Sample
+eststo clear
+eststo: acreg lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, latitude(latitude) longitude(longitude) dist(100) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo: acreg lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, latitude(latitude) longitude(longitude) dist(200) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo: acreg lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, latitude(latitude) longitude(longitude) dist(300) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo: acreg lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, latitude(latitude) longitude(longitude) dist(400) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+eststo: acreg lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, latitude(latitude) longitude(longitude) dist(500) spatial pfe1(family1) pfe2(ccode1) correctr2 dropsingletons
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A15.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A15.do
new file mode 100644
index 0000000000000000000000000000000000000000..22ca902167c851e9e1f4df45fd029f3bc4daa08a
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A15.do
@@ -0,0 +1,85 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A15 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Table A15: Border-Level Regressions: Placebo Tests
+// --------------------------------------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Threshold
+local p = 90
+
+* Panel A: Full Sample
+reghdfe lingDist csi_sd csi_change_sd csi csi_change $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+keep if e(sample)
+sum elev, detail
+g elev_p = elev > r(p`p')
+sum elev_sd, detail
+g rugg_p = elev_sd > r(p`p')
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & elev_p == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & rugg_p == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & oldworld == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
+* Pabel B: Sibling Sample
+cap drop *_p
+qui reghdfe lingDist csi_sd csi_change_sd csi csi_change $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+keep if e(sample)
+sum elev, detail
+g elev_p = elev > r(p`p')
+sum elev_sd, detail
+g rugg_p = elev_sd > r(p`p')
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & elev_p == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & rugg_p == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & oldworld == 0, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A16.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A16.do
new file mode 100644
index 0000000000000000000000000000000000000000..7a4a36ea4cae97e3f1771219d34cab5690daa58b
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A16.do
@@ -0,0 +1,72 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A16 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Table A16: Border-Level Regressions: Mediating Channel – Historical Old World Trade Routes
+// ------------------------------------------------------------------------------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Panel A: Full Sample
+eststo clear
+g ldist_pre1800_change = ldist_pre1800 - ldist_pre600
+eststo: reghdfe lingDist ldist_pre600 if samecountry == 1 & oldworld == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre600 $controls if samecountry == 1 & oldworld == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre1800 if samecountry == 1 & oldworld == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre1800 $controls if samecountry == 1 & oldworld == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre600 ldist_pre1800 $controls if samecountry == 1 & oldworld == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre600 ldist_pre1800_change $controls if samecountry == 1 & oldworld == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+esttab, keep(ldist_pre600 ldist_pre1800 ldist_pre1800_change) ///
+ order(ldist_pre600 ldist_pre1800 ldist_pre1800_change) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(40) ///
+ varlabels(ldist_pre600 "Log distance to trade route pre-600" ///
+ ldist_pre1800 "Log distance to trade route pre-1800" ///
+ ldist_pre1800_change "Change log distance to trade route")
+
+* Panel B: Sibling Sample
+eststo clear
+eststo: reghdfe lingDist ldist_pre600 if samecountry == 1 & oldworld == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre600 $controls if samecountry == 1 & oldworld == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre1800 if samecountry == 1 & oldworld == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre1800 $controls if samecountry == 1 & oldworld == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre600 ldist_pre1800 $controls if samecountry == 1 & oldworld == 1 & sibling == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist ldist_pre600 ldist_pre1800_change $controls if samecountry == 1 & oldworld == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(ldist_pre600 ldist_pre1800 ldist_pre1800_change) ///
+ order(ldist_pre600 ldist_pre1800 ldist_pre1800_change) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(40) ///
+ varlabels(ldist_pre600 "Log distance to trade route pre-600" ///
+ ldist_pre1800 "Log distance to trade route pre-1800" ///
+ ldist_pre1800_change "Change log distance to trade route")
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A7.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A7.do
new file mode 100644
index 0000000000000000000000000000000000000000..6bf68b083ad61be6ca85bc1819131375dddb058c
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A7.do
@@ -0,0 +1,58 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A7 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global prod csi csi_change
+global geog malaria elev elev_sd prec prec_sd temp temp_sd
+global spatial ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+global controls $prod $geog $spatial
+
+
+// Table A7: Border-Level Regressions: Full Sample Baseline Results (50km Buffer Zone)
+// -----------------------------------------------------------------------------------
+use "Data/EJ_Dickens_Border_50km.dta", clear
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod $geog, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod $spatial, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A8.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A8.do
new file mode 100644
index 0000000000000000000000000000000000000000..63ae7920dd0ad76bc01c4e82a4d4c98692cfdacb
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A8.do
@@ -0,0 +1,57 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A8 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Table A8: Border-Level Regressions: Post-Columbian Migrations Sensitivity Analysis
+// ----------------------------------------------------------------------------------
+use "Data/EJ_Dickens_Border_100km.dta", clear
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & nativePop25 == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & nativePop50 == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & nativePop75 == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & nativePop25 ==1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & nativePop50 ==1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & nativePop75 ==1, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_A9_A10.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A9_A10.do
new file mode 100644
index 0000000000000000000000000000000000000000..a8b345c2fa29688bf0615904f8c6ae684d0a38ad
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_A9_A10.do
@@ -0,0 +1,109 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A9 & A10 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Preliminaries
+// -------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+keep if !missing(lingDist)
+
+* Low and high productivity regions
+xtile cutoff = csi, n(10)
+sum cutoff, detail
+g min10 = cutoff == r(min)
+g max10 = cutoff == r(max)
+drop cutoff
+
+* Variation threshold: bottom decile
+xtile cutoff = csi_sd, n(10)
+sum cutoff, detail
+g var10 = cutoff == r(min)
+drop cutoff
+
+* Variation threshold: bottom quartile
+xtile cutoff = csi_sd, n(4)
+sum cutoff, detail
+g var25 = cutoff == r(min)
+drop cutoff
+
+* Generate subsample variables
+g low10 = 0
+replace low10 = 1 if min10 == 1 & var10 == 1 // bottom decile productivity & bottom decile producitivty variation
+g high10 = 0
+replace high10 = 1 if max10 == 1 & var10 == 1 // top decile productivity & bottom decile productivity variation
+g mixed10 = 0
+replace mixed10 = 1 if low10 == 0 & high10 == 0 // != low10 & high10
+g low25 = 0
+replace low25 = 1 if min10 == 1 & var25 == 1 // bottom decile productivity & bottom quartile producitivty variation
+g high25 = 0
+replace high25 = 1 if max10 == 1 & var25 == 1 // top decile productivity & bottom quartile productivity variation
+g mixed25 = 0
+replace mixed25 = 1 if low25 == 0 & high25 == 0 // != low25 & high25
+
+
+// Table A9: Difference in Means: Linguistic Differences By Productivity Region Type
+// ---------------------------------------------------------------------------------
+* Panel A: Low Variation Threshold = 10th Percentile
+ttest lingDist, by(low10)
+ttest lingDist, by(high10)
+ttest lingDist, by(mixed10)
+
+*Panel B: Low Variation Threshold = 25th Percentile
+ttest lingDist, by(low25)
+ttest lingDist, by(high25)
+ttest lingDist, by(mixed25)
+
+// Table A10: Border-Level Regressions: Low Productivity Sensitivity Analysis
+// --------------------------------------------------------------------------
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & min10 == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & low10 == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & low25 == 0, ab(family1 family2 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & min10 == 0, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & low10 == 0, ab(family1 ccode1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1 & low25 == 0, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_Figs.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_Figs.do
new file mode 100644
index 0000000000000000000000000000000000000000..e65c503dff7f5a925414633ccb09d8406d40bf62
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_Figs.do
@@ -0,0 +1,192 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file generates Figure A1 and A2 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install coefplot, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Border-level control variables
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+
+// Figure A1: Balancedness
+// -----------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Get baseline country FE sample
+qui reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+keep if e(sample)
+
+* Discrete "treatment"
+sum csi_change_sd, d
+g treatment = csi_change_sd > r(p50)
+
+* Standardize variables for balance test
+local vars csi elev elev_sd prec prec_sd temp temp_sd malaria ln_langPop langPop_diff ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ldist_lang ln_langArea langArea_diff langLat_diff langLon_diff
+foreach var of local vars {
+ egen `var'_std = std(`var')
+}
+
+* Full sample balancedness regressions
+eststo clear
+foreach var of local vars {
+ eststo: qui reghdfe `var'_std treatment if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+ tempvar t`var'
+ g `t`var'' = _b[treatment]
+ di "For `var' the beta = " `t`var''
+}
+
+* Full sample balancedness figure
+coefplot ///
+ (est1, rename(treatment = "csi") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est2, rename(treatment = "elev") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est3, rename(treatment = "elev_sd") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est4, rename(treatment = "prec") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est5, rename(treatment = "prec_sd") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est6, rename(treatment = "temp") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est7, rename(treatment = "temp_sd") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est8, rename(treatment = "malaria") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est9, rename(treatment = "ln_langPop") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est10, rename(treatment = "langPop_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est11, rename(treatment = "ldist_coast") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est12, rename(treatment = "ldist_border") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est13, rename(treatment = "ldist_lake") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est14, rename(treatment = "ldist_rivmaj") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est15, rename(treatment = "ldist_rivmin") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est16, rename(treatment = "ldist_lang") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est17, rename(treatment = "ln_langArea") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est18, rename(treatment = "langArea_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est19, rename(treatment = "langLat_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est20, rename(treatment = "langLon_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))), ///
+ xlabel(, labsize(vsmall)) xline(0) xlabel(-0.4(.1)0.4) ///
+ ylabel(, labsize(vsmall)) ///
+ drop(_cons) legend(off) offset(0) sort ///
+ title("{stSerif:Full Sample}", margin(b=5)) ///
+ name(balance_full, replace) nodraw ///
+ graphregion(color(white)) bgcolor(white) ///
+ coeflabel(csi = "Land Productivity (pre-1500)" elev = "Elevation" elev_sd = "Ruggedness" prec = "Precipitation" prec_sd = "Precipitation Variation" temp = "Temperature" temp_sd = "Temperature Variation" malaria = "Malaria" langPop_diff = "Difference in Population" ln_langPop = "Total Population" ldist_coast = "Distance to Coast" ldist_border = "Distance to Border" ldist_lake = "Distance to Lake" ldist_rivmaj = "Distance to Major River" ldist_rivmin = "Distance to Minor River" ldist_lang = "Distance Between Groups" ln_langArea = "Total Area" langArea_diff = "Difference in Area" langLat_diff = "Difference in Latitude" langLon_diff = "Difference in Longitude")
+
+* Sibling sample balancedness regressions
+drop if sibling == 0
+eststo clear
+foreach var of local vars {
+ eststo: qui reghdfe `var'_std treatment if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+ tempvar t`var'
+ g `t`var'' = _b[treatment]
+ di "For `var' the beta = " `t`var''
+}
+
+* Sibling sample balancedness figure
+coefplot ///
+ (est1, rename(treatment = "csi") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est2, rename(treatment = "elev") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est3, rename(treatment = "elev_sd") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est4, rename(treatment = "prec") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est5, rename(treatment = "prec_sd") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est6, rename(treatment = "temp") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est7, rename(treatment = "temp_sd") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est8, rename(treatment = "malaria") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est9, rename(treatment = "ln_langPop") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est10, rename(treatment = "langPop_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est11, rename(treatment = "ldist_coast") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est12, rename(treatment = "ldist_border") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est13, rename(treatment = "ldist_lake") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est14, rename(treatment = "ldist_rivmaj") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est15, rename(treatment = "ldist_rivmin") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est16, rename(treatment = "ldist_lang") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est17, rename(treatment = "ln_langArea") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est18, rename(treatment = "langArea_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est19, rename(treatment = "langLat_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))) ///
+ (est20, rename(treatment = "langLon_diff") mcolor(ebblue) msymbol(d) msize(small) ciopts(recast(rcap) color(ebblue))), ///
+ xlabel(, labsize(vsmall)) xline(0) xlabel(-0.4(.1)0.4) ///
+ ylabel(, labsize(vsmall)) ///
+ drop(_cons) legend(off) offset(0) sort ///
+ title("{stSerif:Sibling Sample}", margin(b=5)) ///
+ name(balance_sibling, replace) nodraw ///
+ graphregion(color(white)) bgcolor(white) ///
+ coeflabel(csi = "Land Productivity (pre-1500)" elev = "Elevation" elev_sd = "Ruggedness" prec = "Precipitation" prec_sd = "Precipitation Variation" temp = "Temperature" temp_sd = "Temperature Variation" malaria = "Malaria" langPop_diff = "Difference in Population" ln_langPop = "Total Population" ldist_coast = "Distance to Coast" ldist_border = "Distance to Border" ldist_lake = "Distance to Lake" ldist_rivmaj = "Distance to Major River" ldist_rivmin = "Distance to Minor River" ldist_lang = "Distance Between Groups" ln_langArea = "Total Area" langArea_diff = "Difference in Area" langLat_diff = "Difference in Latitude" langLon_diff = "Difference in Longitude")
+
+* Combine graphs
+graph combine balance_full balance_sibling, graphregion(color(white))
+
+
+// Figure A2: Linguistic Distance and Post-1500 Change in Land Productivity Variation
+// ----------------------------------------------------------------------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Regressions (no fixed effects)
+g b0 = csi_change_sd
+lab var b0 "Full Sample"
+qui reghdfe lingDist b0 csi_sd, noa cl(langID1 langID2)
+eststo b0
+forval i = 1/14 {
+ di "Branch `i'"
+ g b`i' = csi_change_sd
+ lab var b`i' "Shared branches = `i'"
+ qui reghdfe lingDist b`i' csi_sd if branch`i' == 1, noa cl(langID1 langID2)
+ eststo b`i'
+}
+
+* Basic correlations (no fixed effects)
+coefplot b0 b1 b2 b3 b4 b5 b6 b7 b8 b9 b10 b11 b12 b13 b14, ///
+ yline(0, lpattern(dash) lcolor(red)) drop(_cons) msymbol(D) mcolor(ebblue) ///
+ ciopts(recast(rcap) lcolor(ebblue) lwidth(medthick)) ///
+ vertical graphregion(color(white)) plotregion(color(white)) legend(off) ///
+ bgcolor(white) xlabel(, angle(45)) xscale(range(0(1)14)) keep(b*) nooffsets ///
+ yscale(range(-0.3(0.1)0.1)) ylabel(-0.3(0.1)0.1) name(nofe, replace) nodraw ///
+ title("{stSerif:Basic Correlations (No Fixed Effects)}", size(vlarge))
+
+* Regressions (language family fixed effects)
+cap drop b0-b14
+eststo clear
+g b0 = csi_change_sd
+lab var b0 "Full Sample"
+qui reghdfe lingDist b0 csi_sd, ab(family1 family2) cl(langID1 langID2)
+eststo b0
+forval i = 1/14 {
+ di "Branch `i'"
+ g b`i' = csi_change_sd
+ lab var b`i' "Shared branches = `i'"
+ qui reghdfe lingDist b`i' csi_sd if branch`i' == 1, ab(family1) cl(langID1 langID2)
+ eststo b`i'
+}
+
+* Basic correlations (with language family fixed effects)
+coefplot b0 b1 b2 b3 b4 b5 b6 b7 b8 b9 b10 b11 b12 b13 b14, ///
+ yline(0, lpattern(dash) lcolor(red)) drop(_cons) msymbol(D) mcolor(ebblue) ///
+ ciopts(recast(rcap) lcolor(ebblue) lwidth(medthick)) ///
+ vertical graphregion(color(white)) plotregion(color(white)) legend(off) ///
+ bgcolor(white) xlabel(, angle(45)) xscale(range(0(1)14)) keep(b*) nooffsets ///
+ yscale(range(-0.3(0.1)0.1)) ylabel(-0.3(0.1)0.1) name(fe, replace) nodraw ///
+ title("{stSerif:Basic Correlations (With Language Family Fixed Effects)}", size(vlarge))
+
+* Combine graphs
+graph combine nofe fe, graphregion(color(white)) cols(1) xsize(8) ysize(9) iscale(0.5)
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Appendix_Sumstats.do b/87/replication_package/DoFiles/EJ_Dickens_Appendix_Sumstats.do
new file mode 100644
index 0000000000000000000000000000000000000000..f5b3e2ee3ff6ab32bcd9aeba8afc1e95235c2efd
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Appendix_Sumstats.do
@@ -0,0 +1,134 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file produces Tables A1 and A2 from the Online Appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+* ssc install sutex, replace
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+// Table A1: Summary Statistics -- Border-Level Dataset
+// ----------------------------------------------------
+
+use "Data/EJ_Dickens_Border_100km.dta", clear
+
+* Relabel to match Table A1
+lab var lingDist "Linguistic distance"
+lab var csi_sd "Land productivity variation pre-1500"
+lab var csi_change_sd "Delta in land productivity variation post-1500"
+lab var csi "Land productivity pre-1500"
+lab var csi_change "Delta in land productivity post-1500"
+lab var malaria "Malaria"
+lab var elev "Elevation"
+lab var elev_sd "Ruggendess"
+lab var prec "Precipitation"
+lab var prec_sd "Precipitation variation"
+lab var temp "Temperature"
+lab var temp_sd "Temperature variation"
+lab var ldist_lang "Log distance between group centroids"
+lab var ldist_coast "Log distance to coast"
+lab var ldist_border "Log distance to border"
+lab var ldist_lake "Log distance to lake"
+lab var ldist_rivmaj "Log distance to major river"
+lab var ldist_rivmin "Log distance to minor river"
+lab var ln_langPop "Log population of group pair"
+lab var ln_langArea "Log area of group pair"
+lab var langLat_diff "Difference in absolute latitude"
+lab var langLon_diff "Difference in absolute longitude"
+
+global controls csi csi_change malaria elev elev_sd prec prec_sd temp temp_sd ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+
+* Panel A: Full Sample
+qui reghdfe lingDist csi_sd csi_change_sd, ab(family1 family2) cl(langID1 langID2)
+keep if e(sample)
+sum lingDist csi_sd csi_change_sd $controls
+sutex lingDist csi_sd csi_change_sd $controls, minmax nobs labels digits(3) // TeX version of full sample sumstats
+
+* Panel B: Sibling Sample
+qui reghdfe lingDist csi_sd csi_change_sd if sibling == 1, ab(family1 family2) cl(langID1 langID2)
+keep if e(sample)
+sum lingDist csi_sd csi_change_sd $controls
+sutex lingDist csi_sd csi_change_sd $controls, minmax nobs labels digits(3) // TeX version of sibling sample sumstats
+
+
+// Table A2: Summary Statistics -- Group-Level Dataset
+// ---------------------------------------------------
+
+use "Data/EJ_Dickens_Group_Homeland.dta", clear
+
+* Relabel to match Table A2
+lab var agriculture "=1 if agriculture is dominant subsistence activity"
+lab var pastoralism "=1 if pastoralism is dominant subsistence activity"
+lab var fishing "=1 if fishing is dominant subsistence activity"
+lab var huntgather "=1 if hunting-gathering is dominant subsistence activity"
+lab var trade4subsist "=1 if inter-ethnic trade is important for subsistence"
+lab var trade4food "=1 if rely on inter=ethnic trade as food source"
+lab var exogamy_EA "=1 if exogamous community (EA)"
+lab var exogamy_SCCS "=1 if exogamous community (SCCS)"
+lab var attacking "=1 if frequently attacking other groups"
+lab var attacked "=1 if frequenly being attached by other groups"
+lab var csi_sd "Land productivity variation pre-1500"
+lab var csi_change_sd "Delta in land productivity variation post-1500"
+lab var csi "Land productivity pre-1500"
+lab var csi_change "Delta in land productivity post-1500"
+lab var elev "Elevation"
+lab var elev_sd "Ruggendess"
+lab var prec "Precipitation"
+lab var prec_sd "Precipitation variation"
+lab var temp "Temperature"
+lab var temp_sd "Temperature variation"
+lab var ldist_coast "Log distance to coast"
+lab var ldist_border "Log distance to border"
+lab var ldist_lake "Log distance to lake"
+lab var ldist_rivmaj "Log distance to major river"
+lab var ldist_rivmin "Log distance to minor river"
+lab var ln_langPop "Log population"
+lab var ln_langArea "Log land area"
+lab var langLat "Latitude of group centroid"
+lab var langLon "Longitude of group centroid"
+
+global controls csi csi_change csi_sd csi_change_sd elev elev_sd prec prec_sd temp temp_sd ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat langLon
+
+* Correct variables for missing regression observations before sumstats
+eststo: qui reghdfe trade4subsist $controls, ab(ccode family) cl(ccode)
+replace trade4subsist = . if e(sample) == 0
+eststo: qui reghdfe trade4food $controls, ab(ccode family) cl(ccode)
+replace trade4food = . if e(sample) == 0
+eststo: qui reghdfe exogamy_EA $controls, ab(ccode family) cl(ccode)
+replace exogamy_EA = . if e(sample) == 0
+eststo: qui reghdfe exogamy_SCCS $controls, ab(ccode family) cl(ccode)
+replace exogamy_SCCS = . if e(sample) == 0
+eststo: qui reghdfe attacking $controls, ab(ccode family) cl(ccode)
+replace attacking = . if e(sample) == 0
+eststo: qui reghdfe attacked $controls, ab(ccode family) cl(ccode)
+replace attacked = . if e(sample) == 0
+
+qui reghdfe agriculture $controls, ab(ccode family) cl(ccode)
+keep if e(sample)
+sum agriculture pastoralism fishing huntgather trade4subsist trade4food exogamy_EA exogamy_SCCS attacking attacked $controls
+sutex agriculture pastoralism fishing huntgather trade4subsist trade4food exogamy_EA exogamy_SCCS attacking attacked $controls, minmax nobs labels
diff --git a/87/replication_package/DoFiles/EJ_Dickens_Paper_Tables&Figs.do b/87/replication_package/DoFiles/EJ_Dickens_Paper_Tables&Figs.do
new file mode 100644
index 0000000000000000000000000000000000000000..808e24c948b4df919e40b1a764d26358d34b0fb1
--- /dev/null
+++ b/87/replication_package/DoFiles/EJ_Dickens_Paper_Tables&Figs.do
@@ -0,0 +1,285 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This file generates the following tables & figures from the main paper:
+ Table 1 (and Table A3 in the appendix)
+ Table 2 (and Table A4 in the appendix)
+ Table 3 (and Table A5 in the appendix)
+ Table 4 (and Table A6 in the appendix)
+ Figure 2
+ Figure 7
+ Figure 8
+ Figure 9
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution of .do file
+* ssc install reghdfe, replace
+* ssc install estout, replace
+* net install grc1leg2.pkg, from (http://digital.cgdev.org/doc/stata/MO/Misc/)
+* ssc install gtools
+* net install binscatter2, from("https://raw.githubusercontent.com/mdroste/stata-binscatter2/master/")
+
+
+** Set location of replication folder to run as a standalone file
+* cd "~/Replication_Folder"
+
+***********************************************************
+
+
+clear all
+set more off
+
+
+**********************************
+** BORDER-LEVEL ANALYSIS TABLES **
+**********************************
+
+
+// Border-level control variables
+global prod csi csi_change
+global geog malaria elev elev_sd prec prec_sd temp temp_sd
+global spatial ldist_lang ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat_diff langLon_diff
+global controls $prod $geog $spatial
+
+
+// Table 1: Border-Level Regressions: Full Sample Baseline Estimates
+use "Data/EJ_Dickens_Border_100km.dta", clear
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod $geog, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod $spatial, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls, ab(family1 family2) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1, ab(family1 family2 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
+* Note that Table A3 in the Online Appendix is a reproduction of Table 1
+
+
+// Table 2: Border-Level Regressions: Sibling Sample Baseline Estimates
+use "Data/EJ_Dickens_Border_100km.dta", clear
+eststo clear
+eststo: reghdfe lingDist csi_sd csi_change_sd if sibling == 1, ab(family1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod if sibling == 1, ab(family1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod $geog if sibling == 1, ab(family1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $prod $spatial if sibling == 1, ab(family1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if sibling == 1, ab(family1) cl(langID1 langID2)
+eststo: reghdfe lingDist csi_sd csi_change_sd $controls if samecountry == 1 & sibling == 1, ab(family1 ccode1) cl(langID1 langID2)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
+* Note that Table A4 in the Online Appendix is a reproduction of Table 2
+
+
+
+*********************************
+** GROUP-LEVEL ANALYSIS TABLES **
+*********************************
+
+
+// Group-level control variables
+global controls csi csi_change csi_sd csi_change_sd elev elev_sd prec prec_sd temp temp_sd ldist_coast ldist_border ldist_lake ldist_rivmaj ldist_rivmin ln_langPop ln_langArea langLat langLon
+
+
+// Table 3: Group-Level Regressions: Historical Subsistence Activity and Land Productivity
+use "Data/EJ_Dickens_Group_Homeland.dta", clear
+eststo clear
+eststo: reghdfe agriculture $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe pastoralism $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe fishing $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe huntgather $controls, ab(ccode family) cl(ccode)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
+* Note that Table A5 in the Online Appendix is a reproduction of Table 3
+
+
+// Table 4: Group-Level Regressions: Social Interactions and Land Productivity Variation
+use "Data/EJ_Dickens_Group_Homeland.dta", clear
+eststo clear
+eststo: reghdfe trade4subsist $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe trade4food $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe exogamy_EA $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe exogamy_SCCS $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe attacking $controls, ab(ccode family) cl(ccode)
+eststo: reghdfe attacked $controls, ab(ccode family) cl(ccode)
+esttab, keep(*csi_change_sd *csi_sd *csi_change *csi) ///
+ order(*csi_change_sd *csi_sd *csi_change *csi) ///
+ b(3) se(3) starlevels(* .10 ** 0.05 *** .01) varwidth(35) ///
+ varlabels(csi "Land productivity (pre-1500)" ///
+ csi_change "Change in land prod (post-1500)" ///
+ csi_sd "Land prod variation (pre-1500)" ///
+ csi_change_sd "Change in land prod var (post-1500)")
+
+* Note that Table A6 in the Online Appendix is a reproduction of Table 4
+
+
+
+***********************************
+** BORDER-LEVEL ANALYSIS FIGURES **
+***********************************
+
+
+// Figure 2: Distribution of Linguistic Distance by Samples
+use "Data/EJ_Dickens_Border_100km.dta", clear
+sum csi_change_sd if !missing(lingDist), detail
+g p25 = csi_change_sd <= r(p25)
+g p75 = csi_change_sd >= r(p75)
+twoway (kdensity lingDist if p75, lcolor(ebblue) lwidth(medthick)) ///
+ (kdensity lingDist if p25, lcolor(red) lwidth(medthick) lpattern(dash)), ///
+ legend(order( ///
+ 1 "Top quartile post-Columbian change in land productivity variation" ///
+ 2 "Bottom quartile post-Columbian change in land productivity variation" ///
+ ) row(2)) ///
+ title("{stSerif:Unadjusted Sample}") ///
+ ytitle("Density") ///
+ xtitle("Linguistic Distance [0,1]") ///
+ name(full_density, replace) nodraw ///
+ graphregion(color(white)) bgcolor(white) ///
+ legend(size(medsmall))
+keep if sibling == 1
+drop p25 p75
+sum csi_change_sd, detail
+g p25 = csi_change_sd <= r(p25)
+g mid = csi_change_sd >= r(p50)
+g p75 = csi_change_sd >= r(p75)
+twoway (kdensity lingDist if p75, lcolor(ebblue) lwidth(medthick)) ///
+ (kdensity lingDist if p25, lcolor(red) lwidth(medthick) lpattern(dash)), ///
+ legend(order( ///
+ 1 "Top quartile post-Columbian change in land productivity variation" ///
+ 2 "Bottom quartile post-Columbian change in land productivity variation" ///
+ ) row(2)) ///
+ title("{stSerif:Sibling Sample}") ///
+ ytitle("Density") ///
+ xtitle("Linguistic Distance [0,1]") ///
+ name(sibling_density, replace) nodraw ///
+ graphregion(color(white)) bgcolor(white) ///
+ legend(size(medsmall))
+grc1leg2 full_density sibling_density, graphregion(color(white)) ///
+ name(quartiles, replace) col(2) legendfrom(full_density) xsize(8)
+graph display quartiles, xsize(8)
+
+
+// Figure 7: Border-Level Scatterplot: Linguistic Distance and Land Productivity Variation
+use "Data/EJ_Dickens_Border_100km.dta", clear
+binscatter2 lingDist csi_change_sd, controls(csi_sd) ///
+ ab(family1 family2) name(full_csi, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Full Sample}", size(huge)) ///
+ xtitle("Post-Columbian change in land productivity variation", size(large)) ///
+ ytitle("Linguistic distance", size(large))
+binscatter2 lingDist csi_change_sd if sibling == 1, controls(csi_sd) ///
+ ab(family1) name(sibling_csi, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Sibling Sample}", size(huge)) ///
+ xtitle("Post-Columbian change in land productivity variation", size(large)) ///
+ ytitle("Linguistic distance", size(large))
+graph combine full_csi sibling_csi, graphregion(color(white)) ///
+ xsize(18) ysize(7)
+
+
+**********************************
+** GROUP-LEVEL ANALYSIS FIGURES **
+**********************************
+
+
+// Figure 8: Group-Level Scatterplot: Historical Subsistence Activity and Land Productivity
+use "Data/EJ_Dickens_Group_Homeland.dta", clear
+binscatter2 agriculture csi_change, control(csi) ///
+ ab(family ccode) name(agriculture, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Agriculture}", size(large)) ///
+ xtitle("Post-Columbian change land productivity", size(med)) ///
+ ytitle("")
+binscatter2 pastoralism csi_change, control(csi) ///
+ ab(family ccode) name(pastoralism, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Pastoralism}", size(large)) ///
+ xtitle("Post-Columbian change land productivity", size(med)) ///
+ ytitle("")
+binscatter2 fishing csi_change, control(csi) ///
+ ab(family ccode) name(fishing, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Fishing}", size(large)) ///
+ xtitle("Post-Columbian change land productivity", size(med)) ///
+ ytitle("")
+binscatter2 huntgather csi_change, control(csi) ///
+ ab(family ccode) name(huntgather, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Hunter-Gatherer}", size(large)) ///
+ xtitle("Post-Columbian change land productivity", size(med)) ///
+ ytitle("")
+graph combine agriculture pastoralism fishing huntgather, ///
+ graphregion(color(white)) cols(2)
+
+
+// Figure 9: Group-Level Scatterplot: Social Interactions and Land Productivity Variation
+use "Data/EJ_Dickens_Group_Homeland.dta", clear
+binscatter2 trade4subsist csi_change_sd, control(csi_sd) ///
+ ab(family ccode) name(trade4subsist, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Reliant on Trade for Subsistence (SCCS)}", size(vlarge)) ///
+ xtitle("Post-Columbian change land productivity variation", size(medlarge)) ///
+ ytitle("")
+binscatter2 trade4food csi_change_sd, control(csi_sd) ///
+ ab(family ccode) name(trade4food, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Reliant on Trade for Food (SCCS)}", size(vlarge)) ///
+ xtitle("Post-Columbian change land productivity variation", size(medlarge)) ///
+ ytitle("")
+binscatter2 exogamy_EA csi_change_sd, control(csi_sd) ///
+ ab(family ccode) name(exogamy_EA, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Exogamous Community (EA)}", size(vlarge)) ///
+ xtitle("Post-Columbian change land productivity variation", size(medlarge)) ///
+ ytitle("")
+binscatter2 exogamy_SCCS csi_change_sd, control(csi_sd) ///
+ ab(family ccode) name(exogamy_SCCS, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Exogamous Community (SCCS)}", size(vlarge)) ///
+ xtitle("Post-Columbian change land productivity variation", size(medlarge)) ///
+ ytitle("")
+binscatter2 attacking csi_change_sd, control(csi_sd) ///
+ ab(family ccode) name(attacking, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Conflict: Attacks Others (SCCS)}", size(vlarge)) ///
+ xtitle("Post-Columbian change land productivity variation", size(medlarge)) ///
+ ytitle("")
+binscatter2 attacked csi_change_sd, control(csi_sd) ///
+ ab(family ccode) name(attacked, replace) nodraw ///
+ msymbols(Oh) mcolors(ebblue) lcolors(red) bgcolor(white) ///
+ title("{stSerif:Conflict: Attacked by Others (SCCS)}", size(vlarge)) ///
+ xtitle("Post-Columbian change land productivity variation", size(medlarge)) ///
+ ytitle("")
+graph combine trade4subsist trade4food exogamy_EA exogamy_SCCS attacking attacked, ///
+ graphregion(color(white)) cols(2) ysize(5) xsize(6.5) iscale(0.5)
+
diff --git a/87/replication_package/EJ_Dickens_Replicate_All.do b/87/replication_package/EJ_Dickens_Replicate_All.do
new file mode 100644
index 0000000000000000000000000000000000000000..e4a3caa1e4ca256f2073023bba2420adb5d6455d
--- /dev/null
+++ b/87/replication_package/EJ_Dickens_Replicate_All.do
@@ -0,0 +1,66 @@
+
+/* ---------------------------------------------------------------------------
+
+ Replication file for
+
+ Understanding Ethnolinguistic Differences: The Roles of Geography and Trade
+ by Andrew Dickens
+
+ Forthcoming in The Economic Journal (2021)
+
+ This master file reproduces all tables & figures from the paper and appendix
+
+ --------------------------------------------------------------------------- */
+
+
+***********************************************************
+************************ IMPORTANT ************************
+***********************************************************
+
+** User-written programs needed for execution
+* ssc install reghdfe, replace
+* ssc install estout, replace
+* ssc install gtools, replace
+* ssc install sutex, replace
+* ssc install coefplot, replace
+* ssc install acreg, replace
+* net install grc1leg2.pkg, from (http://digital.cgdev.org/doc/stata/MO/Misc/)
+* net install binscatter2, from("https://raw.githubusercontent.com/mdroste/stata-binscatter2/master/")
+
+
+** Set location of replication folder
+cd "/Users/andrewdickens/Dropbox/Academics/Research/LingDist_Geog/Submission/MS20200547_Files/3 Replication Package"
+
+***********************************************************
+
+
+// Create log file
+log using "EJ_Dickens_Replication.log", replace
+
+
+****************
+** MAIN PAPER **
+****************
+
+do "DoFiles/EJ_Dickens_Paper_Tables&Figs.do" // Tables 1-4 & Figures 2, 7, 8, 9
+
+
+**************
+** APPENDIX **
+**************
+
+do "DoFiles/EJ_Dickens_Appendix_Figs.do" // Figures A1 & A2
+do "DoFiles/EJ_Dickens_Appendix_SumStats.do" // Tables A1 & A2
+do "DoFiles/EJ_Dickens_Appendix_A7.do" // Table A7
+do "DoFiles/EJ_Dickens_Appendix_A8.do" // Table A8
+do "DoFiles/EJ_Dickens_Appendix_A9_A10.do" // Tables A9 & A10
+do "DoFiles/EJ_Dickens_Appendix_A11.do" // Table A11
+do "DoFiles/EJ_Dickens_Appendix_A12.do" // Table A12
+do "DoFiles/EJ_Dickens_Appendix_A13.do" // Table A13
+do "DoFiles/EJ_Dickens_Appendix_A14.do" // Table A14
+do "DoFiles/EJ_Dickens_Appendix_A15.do" // Table A15
+do "DoFiles/EJ_Dickens_Appendix_A16.do" // Table A16
+
+
+// Close log file
+log close
diff --git a/87/replication_package/LaTeX/EJ_Dickens_Fig3.tex b/87/replication_package/LaTeX/EJ_Dickens_Fig3.tex
new file mode 100644
index 0000000000000000000000000000000000000000..f284b8b9c32f7299b2530b8ffd25429a81108c87
--- /dev/null
+++ b/87/replication_package/LaTeX/EJ_Dickens_Fig3.tex
@@ -0,0 +1,41 @@
+\documentclass[pstricks,border=12pt]{standalone}
+\usepackage{amsmath}
+\usepackage{pgfplots}
+\pgfplotsset{compat=1.13}
+\usetikzlibrary{decorations.pathreplacing}
+
+\begin{document}
+
+\begin{tikzpicture}[scale = 2]
+
+\begin{axis}[
+ title={\\~\\~\\~\\},
+ xlabel={\scriptsize{Land Productivity Variation ($\theta$)}},
+ restrict y to domain=0:0.4,
+ xmin=0,xmax=1,
+ ymin=0,ymax=0.4,
+ xtick={0,0.4,0.547405,1},
+ xticklabels={$0$,$\theta^*_P$,$\theta^*_R$,$1$},
+ xtick pos = left,
+ xtick align=outside,
+ ytick={0,0.11082562376,0.3068528194400546905827},
+ yticklabels={,$\kappa$,$\bar{\kappa}$},
+ ticklabel style = {font=\tiny},
+ ]
+
+ % Gains from trade
+\addplot[domain=0:1,samples=150,smooth,thick] {x - ln(1+x)} node[above left,pos=1] {$\Delta_R(\theta)$};
+\addplot[domain=0:1,samples=150,smooth,thick] {-x - ln(1-x)} node[below left,pos=1] { $\Delta_P(\theta)$};
+
+% Theta = 1
+\draw[dashed,thin] (0,0.3068528194400546905827) -- (1,0.3068528194400546905827) ;
+
+% Utility cost line
+\draw[thin] (0,0.11082562376) -- (1,0.11082562376) ;
+\draw[dotted,thin] (0.4,0) -- (0.4,0.11082562376) ;
+\draw[dotted,thin] (0.547405,0) -- (0.547405,0.11082562376) ;
+
+\end{axis}
+
+\end{tikzpicture}
+\end{document}
\ No newline at end of file
diff --git a/87/replication_package/LaTeX/EJ_Dickens_Fig6.tex b/87/replication_package/LaTeX/EJ_Dickens_Fig6.tex
new file mode 100644
index 0000000000000000000000000000000000000000..a16e7135b3e51b96e1ef51cedfa6c1666b357b7f
--- /dev/null
+++ b/87/replication_package/LaTeX/EJ_Dickens_Fig6.tex
@@ -0,0 +1,55 @@
+\documentclass{article}
+\usepackage[usenames,dvipsnames]{xcolor}
+\usepackage{tikz}
+\usepackage{tikz-qtree}
+
+\begin{document}
+
+\begin{tikzpicture}[level distance=1.5cm, sibling distance=0.3cm, scale=.9]
+
+ % Language tree
+ \Tree
+ [
+ \edge[dashed]; [.Nilo-Saharan
+ [.\node(kunama1){};
+ \edge[draw=none];
+ [\edge[draw=none];
+ [\edge[draw=none];
+ [\edge[draw=none];
+ [.\node(kunama2){Kunama}; ] ] ] ] ]
+ [.{Eastern Sudanic}
+ [.\node(eastern){Eastern};
+ \edge[draw=none];
+ [\edge[draw=none];
+ [\edge[draw=none]; [.\node(nara){Nara}; ] ] ] ] ] ]
+ \edge[dashed]; [.Afro-Asiatic
+ [.Semetic
+ [.South
+ [.Ethiopian
+ [.North \color{PineGreen}\textbf{Tigre} \color{PineGreen}\textbf{Tigringa} ] ] ]
+ [.Cushitic
+ [.\node(north){North};
+ \edge[draw=none];
+ [\edge[draw=none];
+ [.\node(bedawiyet){Bedawiyet}; ] ] ]
+ [.Central
+ [.Northern {Bilen} ] ]
+ [.East
+ [.Saho-Afar \color{RoyalBlue}\textbf{Saho} \color{RoyalBlue}\textbf{Afar} ] ] ] ] ] ]
+
+ % Multi-level dashed lines
+ \begin{scope}[dashed]
+ \draw (kunama1) -- (kunama2);
+ \draw (eastern) -- (nara);
+ \draw (north) -- (bedawiyet);
+ \end{scope}
+
+ % Level labels
+ \begin{scope}[xshift=-2.75in,every tree node/.style={},edge from parent path={}]
+ \Tree
+ [.{Level 0} [.{Level 1} [.{Level 2} [.{Level 3} [.{Level 4} [.{Level 5} [.{Level 6} ]]]]]]]
+ \end{scope}
+
+\end{tikzpicture}
+
+\end{document}
\ No newline at end of file
diff --git a/87/replication_package/ReadMe.pdf b/87/replication_package/ReadMe.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..21da59f878011a4df7e47d2a5830260618f56bea
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+++ b/87/replication_package/ReadMe.pdf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 93534
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+UTF-8
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new file mode 100644
index 0000000000000000000000000000000000000000..6ffe760e725fcdbd643950e344195e08e1b7bfd5
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig1/Africa_Country_Borders.dbf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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new file mode 100644
index 0000000000000000000000000000000000000000..f45cbadf0074d8b7b2669559a93bc50bb95f82d4
--- /dev/null
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+
+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalCountry areasDCW_countries
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enThis shapefile contains countries of the world and their namesREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 83.627419
+ -89.999999
+
+ -179.999999180.000000-89.99999983.627419
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725
+
+
+ Vector
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+
+
+
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+ 0.000000
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+
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+ D_WGS_1984
+ WGS_1984
+ 6378137.000000
+ 298.257224
+
+ GCS_WGS_1984
+
+
+
+
+ DCW_africaFeature Class0
+
+ FID
+ Internal feature number.
+ ESRI
+
+ Sequential unique whole numbers that are automatically generated.
+
+ FIDOID400
+
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
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+ ID
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+
+ FIPS10_4
+ FIPS10_4String200
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+ COUNTRYString4400
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+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 29.302
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
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--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig1/Border.shp.xml
@@ -0,0 +1,148 @@
+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 75.997413
+ -55.723325
+
+ -179.999999180.000000-55.72332575.997413
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725Dataset copied.20060317Dataset copied.20060317Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061027Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061107Dataset copied.C:\GMMSdata-Arc\DCW_Basemap\lang\langaCopy20061107
+
+
+ Vector
+ SimpleFALSE0FALSEFALSE
+
+
+
+ D_WGS_1984
+ WGS_1984
+ 6378137.000000
+ 298.257224
+
+ GCS_WGS_1984
+
+
+
+
+ borderFeature Class0
+ FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
+ LEFT_FIDLEFT_FIDInteger10100RIGHT_FIDRIGHT_FIDInteger10100Shape_LengShape_LengDouble1900borderlengborderlengDouble1900
+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 32.697
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
+ 20170316143231002021062814183400FALSE2017031614323100border002-179.999999180.000000-55.72332575.99741310.000file://\\Mac\Dropbox\Academics\Research\LingDist_Geog\Submission\MS20200547_Files\3 Replication Package\ShapeFiles\Fig1\BorderLocal Area NetworkProjectedGCS_WGS_1984Linear Unit: Meter (1.000000)<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.4'><WKT>PROJCS["World_Goode_Homolosine_Land",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Goode_Homolosine"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",0.0],PARAMETER["Option",1.0],UNIT["Meter",1.0],AUTHORITY["Esri",54052]]</WKT><XOrigin>-20037700</XOrigin><YOrigin>-8683400</YOrigin><XYScale>224756315.71340498</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>54052</WKID><LatestWKID>54052</LatestWKID></ProjectedCoordinateSystem>World_Goode_Homolosine_LandProject U:\Papers\LingDist_Geog\ArcData\langa.shp U:\Papers\LingDist_Geog\ArcData\langa_goode.shp PROJCS['World_Goode_Homolosine_Land',GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Goode_Homolosine'],PARAMETER['False_Easting',0.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',0.0],PARAMETER['Option',1.0],UNIT['Meter',1.0]] # GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]]AddField U:\Papers\LingDist_Geog\ArcData\langa_goode.shp arc_id LONG # # # # NULLABLE NON_REQUIRED #CalculateField U:\Papers\LingDist_Geog\ArcData\langa_goode.shp arc_id "[FID] + 1" VB #FeatureClassToFeatureClass U:\Papers\LingDist_Geog\ArcData\langa_goode.shp U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb lang_goode_integrate100m # "ID "ID" true true false 7 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,ID,-1,-1;NAME_PROP "NAME_PROP" true true false 40 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,NAME_PROP,-1,-1;C1 "C1" true true false 33 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,C1,-1,-1;LMP_POP1 "LMP_POP1" true true false 11 Double 0 11 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,LMP_POP1,-1,-1;G "G" true true false 225 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,G,-1,-1;LANG_ISO "LANG_ISO" true true false 3 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,LANG_ISO,-1,-1;INSIDE_X "INSIDE_X" true true false 19 Double 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,INSIDE_X,-1,-1;INSIDE_Y "INSIDE_Y" true true false 19 Double 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,INSIDE_Y,-1,-1;arc_id "arc_id" true true false 9 Long 0 9 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,arc_id,-1,-1;AREA_sq_km "AREA_sq_km" true true false 19 Double 3 18 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,AREA_sq_km,-1,-1" #Integrate "U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m #" "100 Meters"PolygonToLine U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line IDENTIFY_NEIGHBORSDissolve U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line_dissolve LEFT_FID;RIGHT_FID # MULTI_PART DISSOLVE_LINESISO 19139 Metadata Implementation Specification1.020170316 Version 6.2 (Build 9200) ; Esri ArcGIS 10.4.1.5686border-179.99999918075.997413-55.7233251-179.99999918075.997413-55.72332511-179.999999180.00000075.997413-55.723325ISO 19115 Geographic Information - MetadataDIS_ESRI1.0dataset002file://\\BARNABAS\geolib\Products\GMMS_10.0\Work\DCW_Basemap\lang\langa.shpLocal Area Network32.697ShapefileShapefile0.000GCS_WGS_1984Esri9.2.00
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+++ b/87/replication_package/ShapeFiles/Fig1/Manyika.dbf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cc3ebe77b76aa6225be5d86a0efee109e7691704e9538b34a964e673e1f94ef
+size 1372
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new file mode 100644
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index 0000000000000000000000000000000000000000..23c1ef459001ae47fe06a41cb2ac0c3ea1c3e3a9
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig1/Manyika.shp
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:805822e28a1e328cf2b1765d3cd34e3e66a858a8ab1b3f1bc43008c420c92b57
+size 5612
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--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig1/Manyika.shp.xml
@@ -0,0 +1,168 @@
+
+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 75.997413
+ -55.723325
+
+ -179.999999180.000000-55.72332575.997413
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725Dataset copied.20060317Dataset copied.20060317Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061027Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061107Dataset copied.C:\GMMSdata-Arc\DCW_Basemap\lang\langaCopy20061107
+
+
+ Vector
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+
+
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+
+
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+ 6378137.000000
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+
+ GCS_WGS_1984
+
+
+
+
+ manyikaFeature Class0
+
+ FID
+ Internal feature number.
+ ESRI
+
+ Sequential unique whole numbers that are automatically generated.
+
+ FIDOID400
+
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
+
+ NAME2
+ NAME2String4000
+ ID_ISO_A3ID_ISO_A3String700ID_ISO_A2ID_ISO_A2String700ID_FIPSID_FIPSString700
+ ID
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+ CNTCNTString800C1C1String3300FAMILYFAMILYString3000GGString22500NAM_LABELNAM_LABELString4000NAME_PROPNAME_PROPString4000NAM_ANSINAM_ANSIString4000POPPOPString8600LMP_POP1LMP_POP1Double1900LMP_CLASSLMP_CLASSString500FamilyPropFAMILYPROPString3000LMP_C1LMP_C1String3200LANG_ISOLANG_ISOString300INSIDE_XINSIDE_XDouble1900INSIDE_YINSIDE_YDouble1900
+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 32.697
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
+ 20170316142736002021062814184500FALSE2017031614273600manyika002-179.999999180.000000-55.72332575.99741310.000file://\\Mac\Dropbox\Academics\Research\LingDist_Geog\Submission\MS20200547_Files\3 Replication Package\ShapeFiles\Fig1\ManyikaLocal Area NetworkGeographicGCS_WGS_1984Angular Unit: Degree (0.017453)<GeographicCoordinateSystem xsi:type='typens:GeographicCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.4'><WKT>GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433],AUTHORITY["EPSG",4326]]</WKT><XOrigin>-400</XOrigin><YOrigin>-400</YOrigin><XYScale>11258999068426.238</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>8.983152841195215e-009</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><LeftLongitude>-180</LeftLongitude><WKID>4326</WKID><LatestWKID>4326</LatestWKID></GeographicCoordinateSystem>ISO 19139 Metadata Implementation Specification20170316 Version 6.2 (Build 9200) ; Esri ArcGIS 10.4.1.5686manyika-179.99999918075.997413-55.7233251-179.99999918075.997413-55.72332511-179.999999180.00000075.997413-55.723325ISO 19115 Geographic Information - MetadataDIS_ESRI1.0dataset002file://\\BARNABAS\geolib\Products\GMMS_10.0\Work\DCW_Basemap\lang\langa.shpLocal Area Network32.697ShapefileShapefile0.000GCS_WGS_1984EPSG6.14(3.0.1)0
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@@ -0,0 +1 @@
+UTF-8
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@@ -0,0 +1 @@
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@@ -0,0 +1,3 @@
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+oid sha256:d5cd48770773cc1b1bf610898dfcb83797c865825b347dacb12ff3e038f67d6b
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index 0000000000000000000000000000000000000000..d54212384511091fac11de586e5d16a37323fa94
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig1/Shona.shp.xml
@@ -0,0 +1,168 @@
+
+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 75.997413
+ -55.723325
+
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+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
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+ FID
+ Internal feature number.
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+ Coordinates defining the features.
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+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
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+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
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+
+
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+
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+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
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+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
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+
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+
+
+ See PDF release documentation
+
+
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+ -179.999999180.000000-55.72332575.997413
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
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+ ESRI
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+ Coordinates defining the features.
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+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 32.697
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
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+
+
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+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalCountry areasDCW_countries
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enThis shapefile contains countries of the world and their namesREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
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+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725
+
+
+ Vector
+ SimpleFALSE270FALSEFALSE
+
+
+
+ 0.000000
+ 0.000000
+ Decimal degrees
+
+
+ D_WGS_1984
+ WGS_1984
+ 6378137.000000
+ 298.257224
+
+ GCS_WGS_1984
+
+
+
+
+ DCW_countriesFeature Class270
+
+ FID
+ Internal feature number.
+ ESRI
+
+ Sequential unique whole numbers that are automatically generated.
+
+ FIDOID400
+
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
+
+ ID
+ IDString1600
+
+ FIPS10_4
+ FIPS10_4String200
+
+ COUNTRY
+ COUNTRYString4400
+ CONTCODECONTCODEString100CONTCONTString1500F_CODEF_CODEString500F_CODE_DESF_CODE_DESString1900OW_ABBREVOW_ABBREVString400ISO_A2ISO_A2String400ISO_A3ISO_A3String300VMAP_IDVMAP_IDString1600Factbk_CTYFACTBK_CTYString4400
+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 29.302
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
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+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
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+ +1-719-548-7459
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+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
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+ Global Mapping International
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+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
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+ +1-719-531-3599
+ +1-719-548-7459
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+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
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+
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+ 0.022
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+
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+
+
+ Global Mapping International
+ William E. Dickson
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+ 80962-3719
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+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
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+ FGDC Content Standards for Digital Geospatial Metadata
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+ local time
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+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 75.997413
+ -55.723325
+
+ -179.999999180.000000-55.72332575.997413
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725Dataset copied.20060317Dataset copied.20060317Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061027Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061107Dataset copied.C:\GMMSdata-Arc\DCW_Basemap\lang\langaCopy20061107
+
+
+ Vector
+ SimpleFALSE0FALSEFALSE
+
+
+
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+ 6378137.000000
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+
+
+ buffer50kmFeature Class0
+ FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.OBJECTIDOBJECTIDInteger10100Internal feature number.EsriSequential unique whole numbers that are automatically generated.
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
+ LEFT_FIDLEFT_FIDInteger10100RIGHT_FIDRIGHT_FIDInteger10100BUFF_DISTBUFF_DISTDouble1900ORIG_FIDORIG_FIDInteger10100borderAreaborderAreaDouble1900
+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 32.697
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
+ 20170316142854002021062816270800FALSE2017031614285400buffer50km002-179.999999180.000000-55.72332575.99741310.000file://\\Mac\Dropbox\Academics\Research\LingDist_Geog\Submission\MS20200547_Files\3 Replication Package\ShapeFiles\Fig5\buffer50kmLocal Area NetworkProjectedGCS_WGS_1984Linear Unit: Meter (1.000000)<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.4'><WKT>PROJCS["World_Goode_Homolosine_Land",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Goode_Homolosine"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",0.0],PARAMETER["Option",1.0],UNIT["Meter",1.0],AUTHORITY["Esri",54052]]</WKT><XOrigin>-20037700</XOrigin><YOrigin>-8683400</YOrigin><XYScale>224756315.71340498</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>54052</WKID><LatestWKID>54052</LatestWKID></ProjectedCoordinateSystem>World_Goode_Homolosine_LandProject U:\Papers\LingDist_Geog\ArcData\langa.shp U:\Papers\LingDist_Geog\ArcData\langa_goode.shp PROJCS['World_Goode_Homolosine_Land',GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Goode_Homolosine'],PARAMETER['False_Easting',0.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',0.0],PARAMETER['Option',1.0],UNIT['Meter',1.0]] # GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]]AddField U:\Papers\LingDist_Geog\ArcData\langa_goode.shp arc_id LONG # # # # NULLABLE NON_REQUIRED #CalculateField U:\Papers\LingDist_Geog\ArcData\langa_goode.shp arc_id "[FID] + 1" VB #FeatureClassToFeatureClass U:\Papers\LingDist_Geog\ArcData\langa_goode.shp U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb lang_goode_integrate100m # "ID "ID" true true false 7 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,ID,-1,-1;NAME_PROP "NAME_PROP" true true false 40 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,NAME_PROP,-1,-1;C1 "C1" true true false 33 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,C1,-1,-1;LMP_POP1 "LMP_POP1" true true false 11 Double 0 11 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,LMP_POP1,-1,-1;G "G" true true false 225 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,G,-1,-1;LANG_ISO "LANG_ISO" true true false 3 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,LANG_ISO,-1,-1;INSIDE_X "INSIDE_X" true true false 19 Double 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,INSIDE_X,-1,-1;INSIDE_Y "INSIDE_Y" true true false 19 Double 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,INSIDE_Y,-1,-1;arc_id "arc_id" true true false 9 Long 0 9 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,arc_id,-1,-1;AREA_sq_km "AREA_sq_km" true true false 19 Double 3 18 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,AREA_sq_km,-1,-1" #Integrate "U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m #" "100 Meters"PolygonToLine U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line IDENTIFY_NEIGHBORSDissolve U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line_dissolve LEFT_FID;RIGHT_FID # MULTI_PART DISSOLVE_LINESBuffer U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line_dissolve U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_buffer50km "50 Kilometers" FULL ROUND NONE #Select U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_buffer50km U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_buffer50km_select "LEFT_FID <> - 1 AND LEFT_FID <> RIGHT_FID"ISO 19139 Metadata Implementation Specification1.020170316 Version 6.2 (Build 9200) ; Esri ArcGIS 10.4.1.5686buffer50km-179.99999918075.997413-55.7233251-179.99999918075.997413-55.72332511-179.999999180.00000075.997413-55.723325ISO 19115 Geographic Information - MetadataDIS_ESRI1.0dataset002file://\\BARNABAS\geolib\Products\GMMS_10.0\Work\DCW_Basemap\lang\langa.shpLocal Area Network32.697ShapefileShapefile0.000GCS_WGS_1984Esri9.2.00
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@@ -0,0 +1,3 @@
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new file mode 100644
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new file mode 100644
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@@ -0,0 +1,148 @@
+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 75.997413
+ -55.723325
+
+ -179.999999180.000000-55.72332575.997413
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725Dataset copied.20060317Dataset copied.20060317Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061027Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061107Dataset copied.C:\GMMSdata-Arc\DCW_Basemap\lang\langaCopy20061107
+
+
+ Vector
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+
+
+
+ Tonga_BufferFeature Class0
+ FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.OBJECTIDOBJECTIDInteger10100Internal feature number.EsriSequential unique whole numbers that are automatically generated.
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
+ LEFT_FIDLEFT_FIDInteger10100RIGHT_FIDRIGHT_FIDInteger10100BUFF_DISTBUFF_DISTDouble1900ORIG_FIDORIG_FIDInteger10100borderAreaborderAreaDouble1900Buff_IDBuff_IDInteger10100Buff_AreaBuff_AreaDouble1900NEAR_FIDNEAR_FIDInteger10100NEAR_DISTNEAR_DISTDouble1900NEAR_FCNEAR_FCString25400
+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 32.697
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
+ 20180501081328002021062816264900FALSE2018050108132800Tonga_Buffer002-179.999999180.000000-55.72332575.99741310.000file://\\Mac\Dropbox\Academics\Research\LingDist_Geog\Submission\MS20200547_Files\3 Replication Package\ShapeFiles\Fig5\Tonga_BufferLocal Area NetworkProjectedGCS_WGS_1984Linear Unit: Meter (1.000000)<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>PROJCS["World_Goode_Homolosine_Land",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Goode_Homolosine"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",0.0],PARAMETER["Option",1.0],UNIT["Meter",1.0],AUTHORITY["Esri",54052]]</WKT><XOrigin>-20037700</XOrigin><YOrigin>-8683400</YOrigin><XYScale>224756315.71340498</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>54052</WKID><LatestWKID>54052</LatestWKID></ProjectedCoordinateSystem>World_Goode_Homolosine_LandProject U:\Papers\LingDist_Geog\ArcData\langa.shp U:\Papers\LingDist_Geog\ArcData\langa_goode.shp PROJCS['World_Goode_Homolosine_Land',GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Goode_Homolosine'],PARAMETER['False_Easting',0.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',0.0],PARAMETER['Option',1.0],UNIT['Meter',1.0]] # GEOGCS['GCS_WGS_1984',DATUM['D_WGS_1984',SPHEROID['WGS_1984',6378137.0,298.257223563]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]]AddField U:\Papers\LingDist_Geog\ArcData\langa_goode.shp arc_id LONG # # # # NULLABLE NON_REQUIRED #CalculateField U:\Papers\LingDist_Geog\ArcData\langa_goode.shp arc_id "[FID] + 1" VB #FeatureClassToFeatureClass U:\Papers\LingDist_Geog\ArcData\langa_goode.shp U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb lang_goode_integrate100m # "ID "ID" true true false 7 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,ID,-1,-1;NAME_PROP "NAME_PROP" true true false 40 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,NAME_PROP,-1,-1;C1 "C1" true true false 33 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,C1,-1,-1;LMP_POP1 "LMP_POP1" true true false 11 Double 0 11 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,LMP_POP1,-1,-1;G "G" true true false 225 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,G,-1,-1;LANG_ISO "LANG_ISO" true true false 3 Text 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,LANG_ISO,-1,-1;INSIDE_X "INSIDE_X" true true false 19 Double 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,INSIDE_X,-1,-1;INSIDE_Y "INSIDE_Y" true true false 19 Double 0 0 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,INSIDE_Y,-1,-1;arc_id "arc_id" true true false 9 Long 0 9 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,arc_id,-1,-1;AREA_sq_km "AREA_sq_km" true true false 19 Double 3 18 ,First,#,U:\Papers\LingDist_Geog\ArcData\langa_goode.shp,AREA_sq_km,-1,-1" #Integrate "U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m #" "100 Meters"PolygonToLine U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line IDENTIFY_NEIGHBORSDissolve U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line_dissolve LEFT_FID;RIGHT_FID # MULTI_PART DISSOLVE_LINESBuffer U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_line_dissolve U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_buffer50km "50 Kilometers" FULL ROUND NONE #Select U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_buffer50km U:\Papers\LingDist_Geog\ArcData\Dyad_Borders.gdb\lang_goode_integrate100m_buffer50km_select "LEFT_FID <> - 1 AND LEFT_FID <> RIGHT_FID"CalculateField buff_50 Buff_ID [FID] VB #Near Y:\Academics\Research\LingDist_Geog\ArcData\Dyad_Borders\Buffer_50km\buff_50.shp 'Y:\Academics\Datasets\Trade Routes\Roman Roads\Roman Road Network (version 2008)\roads\roman_roads_v2008.shp';'Y:\Academics\Datasets\Trade Routes\Silk Road\silk_road_8h3\silk_road_8h3.shp';'Y:\Academics\Datasets\Trade Routes\Trade Routes 1300\tmczmem1300_routes_jo5\tmczmem1300_routes_jo5.shp' # NO_LOCATION NO_ANGLE PLANARClip buff_50 buff_50 "Y:\Academics\Research\LingDist_Geog\Example border\Tonga_Buffer.shp" #ISO 19139 Metadata Implementation Specification1.020180501 Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.0.8321Tonga_Buffer-179.99999918075.997413-55.7233251-179.99999918075.997413-55.72332511-179.999999180.00000075.997413-55.723325ISO 19115 Geographic Information - MetadataDIS_ESRI1.0dataset002file://\\BARNABAS\geolib\Products\GMMS_10.0\Work\DCW_Basemap\lang\langa.shpLocal Area Network32.697ShapefileShapefile0.000GCS_WGS_1984Esri9.2.00
diff --git a/87/replication_package/ShapeFiles/Fig5/Shona_Tonga_Buffer.shx b/87/replication_package/ShapeFiles/Fig5/Shona_Tonga_Buffer.shx
new file mode 100644
index 0000000000000000000000000000000000000000..00f42b1a838f41c480a85d5dea7e1c06dbecdf4c
Binary files /dev/null and b/87/replication_package/ShapeFiles/Fig5/Shona_Tonga_Buffer.shx differ
diff --git a/87/replication_package/ShapeFiles/Fig5/Tonga.CPG b/87/replication_package/ShapeFiles/Fig5/Tonga.CPG
new file mode 100644
index 0000000000000000000000000000000000000000..3ad133c048f2189041151425a73485649e6c32c0
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig5/Tonga.CPG
@@ -0,0 +1 @@
+UTF-8
\ No newline at end of file
diff --git a/87/replication_package/ShapeFiles/Fig5/Tonga.dbf b/87/replication_package/ShapeFiles/Fig5/Tonga.dbf
new file mode 100644
index 0000000000000000000000000000000000000000..15a8dfec26b52d0f76b3d282909bff8155ec9517
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig5/Tonga.dbf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a433aaa805602345738c2c82121196c53434898746460b5349b48f31c22dfcaa
+size 1372
diff --git a/87/replication_package/ShapeFiles/Fig5/Tonga.prj b/87/replication_package/ShapeFiles/Fig5/Tonga.prj
new file mode 100644
index 0000000000000000000000000000000000000000..f45cbadf0074d8b7b2669559a93bc50bb95f82d4
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig5/Tonga.prj
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]]
\ No newline at end of file
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diff --git a/87/replication_package/ShapeFiles/Fig5/Tonga.shp b/87/replication_package/ShapeFiles/Fig5/Tonga.shp
new file mode 100644
index 0000000000000000000000000000000000000000..35fec4a2c99eead8b16f36cf2309c25d4cd8844c
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig5/Tonga.shp
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f32575a2cdb9b315edf532839171dd12c2d3eef7593b2ecbaca269152325cd7
+size 16212
diff --git a/87/replication_package/ShapeFiles/Fig5/Tonga.shp.xml b/87/replication_package/ShapeFiles/Fig5/Tonga.shp.xml
new file mode 100644
index 0000000000000000000000000000000000000000..175dde8551ef3ab0e260580348a43595166239b3
--- /dev/null
+++ b/87/replication_package/ShapeFiles/Fig5/Tonga.shp.xml
@@ -0,0 +1,168 @@
+
+
+
+
+
+
+ Various; see PDF documentation or file date
+ vector digital data
+
+ GMI Geodata (GMMS and/or WorldGeoDataSets.com)
+ Various; see included PDF documentation
+
+
+ Colorado Springs, Colorado, USA
+ Global Mapping International
+
+
+ Global Mapping InternationalLanguage areaslanga
+
+
+ Copyright (c)2011 Global Mapping International. All Rights Reserved. Use permitted only subject to explicit written license
+ enLanguage areasREQUIRED: A summary of the intentions with which the data set was developed.
+
+
+
+ unknown
+
+
+ See PDF release documentation
+
+
+
+ Irregular
+
+
+
+ -179.999999
+ 180.000000
+ 75.997413
+ -55.723325
+
+ -179.999999180.000000-55.72332575.997413
+
+
+ REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.
+
+ Generally available only to specific nonprofit organizations a part of the Global Ministry Mapping System, or under specific license from Global Mapping International
+ See World GeoDatasets or Global Ministry Mapping System End-User License Agreement or other license agreement for use constraints. Use is prohibited except under license.
+
+
+
+ William E. Dickson
+ Global Mapping International
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Microsoft Windows Vista Version 6.0 (Build 6002) Service Pack 2; ESRI ArcCatalog 9.3.1.4000Shapefile
+
+
+ Vector Map Level 0, Edition 5Global Mapping InternationalVarious; see PDF documentation or file date5www.geoengine.nima.mil1000000CD-ROMVMAP 0 Ed. 5Feature geometry and attributes from VMAP 0 Ed. 5; conversion, tile merging, language data, and political updates by GMI.Metadata imported.C:\Metadata\dcw metadata.xml20030725Dataset copied.20060317Dataset copied.20060317Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061027Dataset copied.G:\Products\GMMS320\Arc\Work\DCW_Basemap\lang\langa20061107Dataset copied.C:\GMMSdata-Arc\DCW_Basemap\lang\langaCopy20061107
+
+
+ Vector
+ SimpleFALSE0FALSEFALSE
+
+
+
+ 0.000000
+ 0.000000
+ Decimal degrees
+
+
+ D_WGS_1984
+ WGS_1984
+ 6378137.000000
+ 298.257224
+
+ GCS_WGS_1984
+
+
+
+
+ TongaFeature Class0
+
+ FID
+ Internal feature number.
+ ESRI
+
+ Sequential unique whole numbers that are automatically generated.
+
+ FIDOID400
+
+ Shape
+ Feature geometry.
+ ESRI
+
+ Coordinates defining the features.
+
+ ShapeGeometry000
+
+ NAME2
+ NAME2String4000
+ ID_ISO_A3ID_ISO_A3String700ID_ISO_A2ID_ISO_A2String700ID_FIPSID_FIPSString700
+ ID
+ IDString700
+ CNTCNTString800C1C1String3300FAMILYFAMILYString3000GGString22500NAM_LABELNAM_LABELString4000NAME_PROPNAME_PROPString4000NAM_ANSINAM_ANSIString4000POPPOPString8600LMP_POP1LMP_POP1Double1900LMP_CLASSLMP_CLASSString500FamilyPropFAMILYPROPString3000LMP_C1LMP_C1String3200LANG_ISOLANG_ISOString300INSIDE_XINSIDE_XDouble1900INSIDE_YINSIDE_YDouble1900
+
+
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+ Vice President
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+ 0830-1700 MT (GMT -7) M-F
+
+
+ Distributed to nonprofit Christian ministries as part of the Global Ministry Mapping System www.gmi.org/products/gmms; may also be available as part of one or more datasets offered on www.worldgeodatasets.com
+ Redistribution prohibited except as specifically permitted under license received from Global Mapping International. If you have received this data without such a license, discontinue use and contact: permissions@gmi.org to obtain necessary license.
+
+
+
+ 0.022
+ 32.697
+
+ Varies
+ See www.worldgeodatasets.com. Christian ministries see http://www.gmi.org/products/gmms for information on organizational qualifications and ordering
+
+
+
+ 20110523
+
+
+
+ Global Mapping International
+ William E. Dickson
+
+
+ mailing address
+ PO Box 63719
+ Colorado Springs
+ CO
+ 80962-3719
+ USA
+
+ +1-719-531-3599
+ +1-719-548-7459
+ permissions@gmi.org
+
+
+ FGDC Content Standards for Digital Geospatial Metadata
+ FGDC-STD-001-1998
+ local time
+
+ http://www.esri.com/metadata/esriprof80.html
+ ESRI Metadata Profile
+
+ en
+ 20180501081449002021062816275100FALSE2018050108144900Tonga002-179.999999180.000000-55.72332575.99741310.000file://\\Mac\Dropbox\Academics\Research\LingDist_Geog\Submission\MS20200547_Files\3 Replication Package\ShapeFiles\Fig5\TongaLocal Area NetworkGeographicGCS_WGS_1984Angular Unit: Degree (0.017453)<GeographicCoordinateSystem xsi:type='typens:GeographicCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433],AUTHORITY["EPSG",4326]]</WKT><XOrigin>-400</XOrigin><YOrigin>-400</YOrigin><XYScale>11258999068426.238</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>8.983152841195215e-09</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><LeftLongitude>-180</LeftLongitude><WKID>4326</WKID><LatestWKID>4326</LatestWKID></GeographicCoordinateSystem>Clip langa langa "Y:\Academics\Research\LingDist_Geog\Example border\Tonga.shp" #ISO 19139 Metadata Implementation Specification20180501 Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.0.8321Tonga-179.99999918075.997413-55.7233251-179.99999918075.997413-55.72332511-179.999999180.00000075.997413-55.723325ISO 19115 Geographic Information - MetadataDIS_ESRI1.0dataset002file://\\BARNABAS\geolib\Products\GMMS_10.0\Work\DCW_Basemap\lang\langa.shpLocal Area Network32.697ShapefileShapefile0.000GCS_WGS_1984EPSG6.14(3.0.1)0
diff --git a/87/replication_package/ShapeFiles/Fig5/Tonga.shx b/87/replication_package/ShapeFiles/Fig5/Tonga.shx
new file mode 100644
index 0000000000000000000000000000000000000000..20ac9d421385461887cf171e61bc39b05c50f10e
Binary files /dev/null and b/87/replication_package/ShapeFiles/Fig5/Tonga.shx differ
diff --git a/87/should_reproduce.txt b/87/should_reproduce.txt
new file mode 100644
index 0000000000000000000000000000000000000000..479647378c734f9264bd3f4cb9469cbd957d8791
--- /dev/null
+++ b/87/should_reproduce.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc3b657a8b8fcd4b2f91688ad06cf78835d63fc5d124ed9610fcdafa5ca82803
+size 9