Upload the entire dataset.

geosql_dataset/ddl/01-state.txt

@@ -0,0 +1,21 @@
+CREATE TABLE public.tl_2023_us_state (
+	gid serial4 NOT NULL,
+	region varchar(2) NULL,
+	division varchar(2) NULL,
+	statefp varchar(2) NULL,
+	statens varchar(8) NULL,
+	geoid varchar(2) NULL,
+	geoidfq varchar(11) NULL,
+	stusps varchar(2) NULL,
+	"name" varchar(100) NULL,
+	lsad varchar(2) NULL,
+	mtfcc varchar(5) NULL,
+	funcstat varchar(1) NULL,
+	aland float8 NULL,
+	awater float8 NULL,
+	intptlat varchar(11) NULL,
+	intptlon varchar(12) NULL,
+	geom public.geometry(multipolygon, 4269) NULL,
+	CONSTRAINT tl_2023_us_state_pkey PRIMARY KEY (gid)
+);
+

geosql_dataset/ddl/02-county.txt

@@ -0,0 +1,23 @@
+CREATE TABLE public.tl_2023_us_county (
+	gid serial4 NOT NULL,
+	statefp varchar(2) NULL,
+	countyfp varchar(3) NULL,
+	countyns varchar(8) NULL,
+	geoid varchar(5) NULL,
+	geoidfq varchar(14) NULL,
+	"name" varchar(100) NULL,
+	namelsad varchar(100) NULL,
+	lsad varchar(2) NULL,
+	classfp varchar(2) NULL,
+	mtfcc varchar(5) NULL,
+	csafp varchar(3) NULL,
+	cbsafp varchar(5) NULL,
+	metdivfp varchar(5) NULL,
+	funcstat varchar(1) NULL,
+	aland float8 NULL,
+	awater float8 NULL,
+	intptlat varchar(11) NULL,
+	intptlon varchar(12) NULL,
+	geom public.geometry(multipolygon, 4269) NULL,
+	CONSTRAINT tl_2023_us_county_pkey PRIMARY KEY (gid)
+);

geosql_dataset/ddl/03-coastline.txt

@@ -0,0 +1,8 @@
+CREATE TABLE public.tl_2023_us_coastline (
+	gid serial4 NOT NULL,
+	"name" varchar(100) NULL,
+	mtfcc varchar(5) NULL,
+	geom public.geometry(multilinestring, 4269) NULL,
+	CONSTRAINT tl_2023_us_coastline_pkey PRIMARY KEY (gid)
+);
+--A single coastline is divided into different fragments which same name for fragments of the coastline.

geosql_dataset/ddl/04-metropolitan.txt

@@ -0,0 +1,21 @@
+CREATE TABLE public.tl_2023_us_cbsa (
+	gid serial4 NOT NULL,
+	csafp varchar(3) NULL,
+	cbsafp varchar(5) NULL,
+	geoid varchar(5) NULL,
+	geoidfq varchar(14) NULL,
+	"name" varchar(100) NULL,
+	namelsad varchar(100) NULL,
+	lsad varchar(2) NULL,
+	memi varchar(1) NULL,
+	mtfcc varchar(5) NULL,
+	aland float8 NULL,
+	awater float8 NULL,
+	intptlat varchar(11) NULL,
+	intptlon varchar(12) NULL,
+	geom public.geometry(multipolygon, 4269) NULL,
+	CONSTRAINT tl_2023_us_cbsa_pkey PRIMARY KEY (gid)
+);
+--This table contains data on both metropolitan and micropolitan areas.
+--To filter metropolitan areas only you need to look at the entries where lsad='M1'
+--To filter micropolitan areas only you need to look at the entries where lsad='M2'

geosql_dataset/ddl/05-roads.txt

@@ -0,0 +1,10 @@
+CREATE TABLE public.tl_2023_us_primaryroads (
+	gid serial4 NOT NULL,
+	linearid varchar(22) NULL,
+	fullname varchar(100) NULL,
+	rttyp varchar(1) NULL,
+	mtfcc varchar(5) NULL,
+	geom public.geometry(multilinestring, 4269) NULL,
+	CONSTRAINT tl_2023_us_primaryroads_pkey PRIMARY KEY (gid)
+);
+--A single road is divided among multiple rows with same 'fullname' attribute.

geosql_dataset/ddl/06-military.txt

@@ -0,0 +1,12 @@
+CREATE TABLE public.tl_2023_us_mil (
+	gid serial4 NOT NULL,
+	areaid varchar(22) NULL,
+	fullname varchar(100) NULL,
+	mtfcc varchar(5) NULL,
+	aland float8 NULL,
+	awater float8 NULL,
+	intptlat varchar(11) NULL,
+	intptlon varchar(12) NULL,
+	geom public.geometry(multipolygon, 4269) NULL,
+	CONSTRAINT tl_2023_us_mil_pkey PRIMARY KEY (gid)
+);

geosql_dataset/ddl/07-railways.txt

@@ -0,0 +1,9 @@
+CREATE TABLE public.tl_2023_us_rails (
+	gid serial4 NOT NULL,
+	linearid varchar(22) NULL,
+	fullname varchar(100) NULL,
+	mtfcc varchar(5) NULL,
+	geom public.geometry(multilinestring, 4269) NULL,
+	CONSTRAINT tl_2023_us_rails_pkey PRIMARY KEY (gid)
+);
+--A single railways is divided into multiple rows with fullname common among them.

geosql_dataset/geosql-dataset .csv

@@ -0,0 +1,934 @@
+natural_query,ddl,sql_query
+"give me a list of 5 closest primary roads near the property located at 7300 20th St Lot 39, Vero Beach, FL 32966.",05-roads.txt,"with property as (
+        SELECT
+        ST_X(geomout) as lon,
+        ST_Y(geomout) as lat
+        from geocode('7300 20th St Lot 39, Vero Beach, FL 32966')
+        limit 1
+)
+select fullname, linearid, geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography as dist
+from public.tl_2023_us_primaryroads, property 
+order by dist
+Limit 5;"
+"which is the closest primary road from 7300 20th St Lot 39, Vero Beach, FL 32966 and how far is it?",05-roads.txt,"with property as (
+	SELECT
+	ST_X(geomout) as lon,
+	ST_Y(geomout) as lat
+	from geocode('7300 20th St Lot 39, Vero Beach, FL 32966')
+	limit 1
+)
+select fullname, geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography as dist
+from public.tl_2023_us_primaryroads, property 
+order by dist
+Limit 1;"
+give me a list of 5 longest primary roads in the united states.,05-roads.txt,"select fullname, sum(st_length(geom::geography)) as total_length
+from public.tl_2023_us_primaryroads
+group by fullname
+order by total_length desc
+Limit 5;"
+how many primary roads are there in the state of florida?,"05-roads.txt,01-state.txt","with state as (
+	select geom as state_geom
+	from public.tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select count(*) as num_primary_roads
+from public.tl_2023_us_primaryroads, state
+where st_contains(state_geom, geom);"
+which is the longest primary road in florida?,"05-roads.txt,01-state.txt","with state as (
+	select geom as state_geom
+	from public.tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select fullname, st_length(geom::geography) as length
+from public.tl_2023_us_primaryroads, state
+where st_contains(state_geom, geom)
+order by st_length(geom::geography) desc
+limit 1;"
+how many primary roads are present in Madison County?,"05-roads.txt,02-county.txt","with county as (
+	select geom as county_geom
+	from public.tl_2023_us_county
+	where namelsad ilike '%madison%'
+	limit 1
+)
+select count(*) as num_primary_roads
+from public.tl_2023_us_primaryroads, county
+where st_contains(county_geom, geom)
+limit 1;
+"
+which is the longest primary road in Bronx county?,"05-roads.txt,02-county.txt","with state as (
+	select geom as county_geom
+	from public.tl_2023_us_county
+	where name ilike '%bronx%'
+	limit 1
+)
+select fullname, st_length(geom::geography) as length
+from public.tl_2023_us_primaryroads, state
+where st_contains(county_geom, geom)
+order by st_length(geom::geography) desc
+limit 1;"
+what is the total length of primary roads in Florida?,"05-roads.txt,01-state.txt","with state as (
+	select geom as state_geom
+	from public.tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select sum(st_length(geom::geography)) as road_length_florida
+from tl_2023_us_primaryroads, state
+where st_contains(state.state_geom, geom);
+"
+what percentage of the primary roads are in California?,"05-roads.txt,01-state.txt","with state as (
+	select geom as state_geom
+	from public.tl_2023_us_state
+	where name ilike '%california%'
+	limit 1
+),
+us_total as (
+	select count(*) as roads_in_us
+	from public.tl_2023_us_primaryroads
+),
+california_total as (
+	select count(public.tl_2023_us_primaryroads.gid) as roads_in_california
+	from public.tl_2023_us_primaryroads, state
+	where st_contains(state.state_geom, public.tl_2023_us_primaryroads.geom)
+)
+select (us_total.roads_in_us::float / california_total.roads_in_california::float) as percentage
+from us_total, california_total"
+in which state does I-77 highway lie?,"05-roads.txt,01-state.txt","with road as (
+        select geom as road_geom
+        from public.tl_2023_us_primaryroads tup 
+        where fullname ilike '%I- 77%'
+        limit 1
+)
+select name 
+from public.tl_2023_us_state, road
+where st_contains(geom, road.road_geom)
+limit 1;"
+which is the biggest metropolitan city in US?,04-metropolitan.txt,"select geoid, name, st_area(geom::geography) * 0.3048 ^ 2 as area_sqm
+from public.tl_2023_us_cbsa
+where lsad = 'M1'
+order by st_area(geom::geography) desc
+limit 1;"
+What is the area of New York metropolitan city?,04-metropolitan.txt,"select geoid, name, st_area(geom::geography) * 0.3048 ^ 2 as area_sqm
+from public.tl_2023_us_cbsa
+where name ilike '%New York%';"
+"Is the 8336 104th Ct, Vero Beach, FL 32967 located in a metropolitan statistical area?",04-metropolitan.txt,"with property as (
+        SELECT
+        ST_X(geomout) as lon,
+        ST_Y(geomout) as lat
+        from geocode('8336 104th Ct, Vero Beach, FL 32967')
+        limit 1
+)
+select geoid, name
+from tl_2023_us_cbsa, property
+where st_contains(geom, st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269));"
+How many metropolitan statistical areas are in Florida state?,"04-metropolitan.txt,01-state.txt","with florida_state as (
+	select geom 
+	from tl_2023_us_state 
+	where name ilike '%florida%'
+	limit 1
+)
+select count(*) as num_metro_areas_florida
+from tl_2023_us_cbsa, florida_state
+where st_contains(florida_state.geom, tl_2023_us_cbsa.geom) and lsad = 'M1';"
+"Which is the nearest metropolitan statistical area from the property located at 8336 104th Ct, Vero Beach, FL 32967?",04-metropolitan.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select name, geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography as dist
+from public.tl_2023_us_cbsa, property
+where tl_2023_us_cbsa.lsad = 'M1'
+order by dist asc 
+limit 1;"
+List 5 most biggest metropolitan areas in California.,"04-metropolitan.txt,01-state.txt","with cal_state as (
+	select geom 
+	from tl_2023_us_state 
+	where name ilike '%california%'
+	limit 1
+)
+select geoid, name, st_area(tl_2023_us_cbsa.geom::geography) * 0.3048 ^ 2 as area_sqm
+from tl_2023_us_cbsa, cal_state
+where st_contains(cal_state.geom, tl_2023_us_cbsa.geom) and lsad = 'M1'
+order by st_area(tl_2023_us_cbsa.geom::geography) desc
+limit 5;"
+Where is New Haven metropolitan area located?,"04-metropolitan.txt,01-state.txt","with new_haven as (
+        select geom 
+        from public.tl_2023_us_cbsa 
+        where name ilike '%new haven%' and lsad = 'M1'
+        limit 1
+)
+select geoid, name
+from tl_2023_us_state, new_haven
+where st_contains(tl_2023_us_state.geom, new_haven.geom);"
+ Which state has the highest number of micropolitan areas?,"04-metropolitan.txt,01-state.txt","with state_to_micropolitan as (
+        select public.tl_2023_us_cbsa.name as micro_name, 
+        public.tl_2023_us_cbsa.geom as micro_geom, 
+        public.tl_2023_us_state.name as state_name,
+        public.tl_2023_us_state.geom as state_geom
+        from public.tl_2023_us_cbsa cross join public.tl_2023_us_state
+        where tl_2023_us_cbsa.lsad = 'M2'
+)
+select state_name, count(*) as n_micropolitans
+from state_to_micropolitan
+where st_contains(state_geom, micro_geom)
+group by state_name
+order by n_micropolitans desc
+limit 1;"
+Which state has the highest number of metropolitan areas?,"04-metropolitan.txt,01-state.txt","with state_to_metropolitan as (
+	select public.tl_2023_us_cbsa.name as metro_name, 
+	public.tl_2023_us_cbsa.geom as metro_geom, 
+	public.tl_2023_us_state.name as state_name,
+	public.tl_2023_us_state.geom as state_geom
+	from public.tl_2023_us_cbsa cross join public.tl_2023_us_state
+	where tl_2023_us_cbsa.lsad = 'M1'
+)
+select state_name, count(*) as n_metropolitans
+from state_to_metropolitan
+where st_contains(state_geom, metro_geom)
+group by state_name
+order by n_metropolitans desc
+limit 1;"
+"How far is the property at 8336 104th Ct, Vero Beach, FL 32967 from a major metropolitan city in US?",04-metropolitan.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select name, geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography as dist
+from public.tl_2023_us_cbsa, property
+where tl_2023_us_cbsa.lsad = 'M1'
+order by dist asc 
+limit 1;"
+List out all the metropolitan and micropolitan areas in the state of California.,"04-metropolitan.txt,01-state.txt","
+with cal_state as (
+	select geom 
+	from tl_2023_us_state 
+	where name ilike '%california%'
+	limit 1
+)
+select geoid, name, lsad
+from tl_2023_us_cbsa, cal_state
+where st_contains(cal_state.geom, tl_2023_us_cbsa.geom);"
+List out all the primary roads that pass through Mansfield Metropolitan Area.,"04-metropolitan.txt,05-roads.txt","with mansfield_metro as (
+	select name, geom 
+	from tl_2023_us_cbsa
+	where name ilike '%mansfield%' and lsad = 'M1'
+	limit 1
+)
+select tl_2023_us_primaryroads.fullname 
+from public.tl_2023_us_primaryroads, mansfield_metro
+where st_intersects(mansfield_metro.geom, tl_2023_us_primaryroads.geom)"
+How many primary roads pass through Mansfield Metropolitan area.,"04-metropolitan.txt,05-roads.txt","with mansfield_metro as (
+	select name, geom 
+	from tl_2023_us_cbsa
+	where name ilike '%mansfield%' and lsad = 'M1'
+	limit 1
+)
+select count(distinct tl_2023_us_primaryroads.fullname) as n_primaryroads
+from public.tl_2023_us_primaryroads, mansfield_metro
+where st_intersects(mansfield_metro.geom, tl_2023_us_primaryroads.geom);"
+Which is the smallest metropolitan area in US?,04-metropolitan.txt,"select geoid, name, st_area(tl_2023_us_cbsa.geom::geography) * 0.3048 ^ 2 as area_sqm 
+from public.tl_2023_us_cbsa
+where lsad = 'M1'
+order by st_area(tl_2023_us_cbsa.geom::geography) asc 
+limit 1;"
+Which county has the highest number of micropolitan areas?,"04-metropolitan.txt,02-county.txt","with county_to_micropolitan as (
+	select public.tl_2023_us_cbsa.name as micro_name, 
+	public.tl_2023_us_cbsa.geom as micro_geom, 
+	public.tl_2023_us_county.name as county_name,
+	public.tl_2023_us_county.geom as county_geom
+	from public.tl_2023_us_cbsa cross join public.tl_2023_us_county
+	where tl_2023_us_cbsa.lsad = 'M2'
+)
+select county_name, count(*) as n_micropolitans
+from county_to_micropolitan
+where st_contains(county_geom, micro_geom)
+group by county_name
+order by n_micropolitans desc
+limit 1;"
+What is the total count of metropolitan areas in US?,04-metropolitan.txt,"select count(*) as n_metropolitans
+from tl_2023_us_cbsa
+where lsad = 'M1';"
+Provide me a list of US states with its metropolitan areas count.,"04-metropolitan.txt,01-state.txt","with state_to_metropolitan as (
+	select public.tl_2023_us_cbsa.name as metro_name, 
+	public.tl_2023_us_cbsa.geom as metro_geom, 
+	public.tl_2023_us_state.name as state_name,
+	public.tl_2023_us_state.geom as state_geom
+	from public.tl_2023_us_cbsa cross join public.tl_2023_us_state
+	where tl_2023_us_cbsa.lsad = 'M1'
+)
+select state_name, count(*)
+from state_to_metropolitan
+where st_contains(state_geom, metro_geom)
+group by state_name;"
+What is the total count of micropolitan areas in US?,04-metropolitan.txt,"select count(*) as n_micropolitans
+from tl_2023_us_cbsa
+where lsad = 'M2';"
+Which is the smallest metropolitan area in Florida?,04-metropolitan.txt,"select geoid, name
+from tl_2023_us_cbsa
+where lsad = 'M1'
+order by st_area(geom::geography) asc
+limit 1;"
+Which are the closest metropolitan cities in Florida?,04-metropolitan.txt,"with florida as (
+	select name, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select t1.name as area_1, t2.name as area_2, t1.geom::geography <-> t2.geom::geography as distance
+from tl_2023_us_cbsa as t1 cross join tl_2023_us_cbsa as t2, florida
+where t1.lsad = 'M1' and t2.lsad = 'M1' and st_contains(florida.geom, t1.geom) and st_contains(florida.geom, t2.geom)
+and t1.geoid <> t2.geoid
+order by t1.geom <-> t2.geom asc
+limit 5;"
+What are the neighboring states of Florida?,01-state.txt,"with florida as (
+	select name, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select tl_2023_us_state.name 
+from public.tl_2023_us_state, florida
+where st_intersects(florida.geom, tl_2023_us_state.geom) and florida.name <> tl_2023_us_state.name;"
+What is the area of Florida state?,01-state.txt,"select name, st_area(geom::geography) * 0.3048 ^ 2 as area_sqm 
+from tl_2023_us_state
+where name ilike '%florida%';"
+Give me a list of 5 biggest US states.,01-state.txt,"select name, st_area(geom::geography) * 0.3048 ^ 2 as area_sqm 
+from tl_2023_us_state
+order by st_area(geom::geography) desc
+limit 5;"
+Which state has the highest water-to-total-area ratio?,01-state.txt,"select name 
+from tl_2023_us_state
+order by awater / aland desc 
+limit 1;"
+What is the average distance between the states of Michigan and North Dakota?,01-state.txt,"select st_distance(s1.geom, s2.geom) as distance
+from tl_2023_us_state as s1 cross join tl_2023_us_state as s2
+where s1.name ilike '%michigan%' and s2.name ilike '%north dakota%'
+limit 1;"
+Provide me a list of US states with count of primary roads it has.,"01-state.txt,05-roads.txt","select states.name as state_name, count(distinct roads.fullname)
+from tl_2023_us_state as states cross join tl_2023_us_primaryroads as roads
+where st_contains(states.geom, roads.geom)
+group by state_name;"
+Which state has the highest number of counties?,"01-state.txt,02-county.txt","select states.name as state_name, count(distinct counties.name) as n_counties
+from tl_2023_us_state as states cross join tl_2023_us_county as counties
+where st_contains(states.geom, counties.geom)
+group by state_name
+order by n_counties desc
+limit 1;"
+List out 10 nearest states from New York.,01-state.txt,"with newyork as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%new york%'
+	limit 1
+)
+select name
+from tl_2023_us_state, newyork
+where newyork.geoid <> tl_2023_us_state.geoid
+order by tl_2023_us_state.geom <-> newyork.geom asc 
+limit 10;"
+"Which US state contains the coordinates 19.2, -155.4?",01-state.txt,"select name 
+from tl_2023_us_state
+where st_contains(geom, st_transform(st_setsrid(st_point(-155.4, 19.2), 4326),4269))
+limit 1;"
+Which state is Andrews County located in?,"01-state.txt,02-county.txt","with andrews as (
+	select geom 
+	from tl_2023_us_county 
+	where name ilike '%andrews%'
+	limit 1
+)
+select name 
+from tl_2023_us_state, andrews
+where st_contains(tl_2023_us_state.geom, andrews.geom)
+limit 1;"
+What are the neighboring counties of Andrews County?,02-county.txt,"with andrews as (
+	select geoid, geom 
+	from tl_2023_us_county 
+	where name ilike '%andrews%'
+	limit 1
+) 
+select name 
+from tl_2023_us_county, andrews
+where st_intersects(tl_2023_us_county.geom, andrews.geom) and andrews.geoid <> tl_2023_us_county.geoid;"
+Which county has the highest water-to-total-area ratio?,02-county.txt,"select name 
+from tl_2023_us_county
+order by awater / aland desc 
+limit 1;"
+Provide me a list of US states with total number of counties it has.,"01-state.txt,02-county.txt","select state.name as state_name, count(distinct county.name) as county_name
+from tl_2023_us_state as state cross join tl_2023_us_county as county
+where st_contains(state.geom, county.geom)
+group by state_name;"
+Which is the third largest county in United States?,02-county.txt,"select name 
+from tl_2023_us_county
+order by st_area(geom) desc
+limit 1 offset 2;"
+Which is the largest county that also has a metropolitan area?,"02-county.txt,04-metropolitan.txt","select county.name, st_area(county.geom)
+from tl_2023_us_county as county cross join tl_2023_us_cbsa as metro 
+where metro.lsad = 'M1' and st_contains(county.geom, metro.geom)
+order by st_area(county.geom) desc
+limit 1;"
+How many primary roads does Andrews County have?,"02-county.txt,05-roads.txt","with andrews as (
+	select geoid, geom 
+	from tl_2023_us_county 
+	where name ilike '%andrews%'
+	limit 1
+) 
+select count(distinct fullname)
+from tl_2023_us_primaryroads, andrews 
+where st_contains(andrews.geom, tl_2023_us_primaryroads.geom);
+"
+"Which county is the property 8336 104th Ct, Vero Beach, FL 32967 located in?",02-county.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select name 
+from property, tl_2023_us_county
+where st_contains(tl_2023_us_county.geom, st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269));"
+"List out 5 neighboring counties of the county where property at 8336 104th Ct, Vero Beach, FL 32967 is located?",02-county.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select name
+from property, public.tl_2023_us_county 
+order by tl_2023_us_county.geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269) asc
+limit 5 offset 1;"
+Which is the smallest county in Michigan?,"01-state.txt,02-county.txt","with michigan as (
+        select geoid, geom 
+        from tl_2023_us_state
+        where name ilike '%michigan%'
+        limit 1
+)
+select tl_2023_us_county.name
+from michigan, tl_2023_us_county
+where st_contains(michigan.geom, tl_2023_us_county.geom)
+order by st_area(tl_2023_us_county.geom) asc
+limit 1;"
+40. How many counties are there in California state and what are they?,"01-state.txt,02-county.txt","with california as (
+        select geoid, geom 
+        from tl_2023_us_state
+        where name ilike '%california%'
+        limit 1
+)
+select count(distinct county.name) as n_counties
+from california, tl_2023_us_county as county
+where st_contains(california.geom, county.geom);"
+What is the total length of coastline in Florida?,"01-state.txt,03-coastline.txt","with florida as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select sum(st_length(coastline.geom::geography))/1000 as total_length_km
+from florida, tl_2023_us_coastline as coastline
+where st_intersects(florida.geom, coastline.geom);"
+Which state has the longest coastline?,"01-state.txt,03-coastline.txt","select state.name, sum(st_length(coastline.geom::geography))/1000 as coastline_len_km
+from tl_2023_us_state as state cross join tl_2023_us_coastline as coastline 
+where st_intersects(state.geom, coastline.geom)
+group by state.name
+order by sum(st_length(coastline.geom::geography)) desc
+limit 1;"
+Which is the longest coastline in Florida?,"01-state.txt,02-county.txt,03-coastline.txt","with florida as (
+        select geoid, geom 
+        from tl_2023_us_state
+        where name ilike '%florida%'
+        limit 1
+)
+select coastline.name, sum(st_length(coastline.geom::geography))/1000 as length_km
+from florida, public.tl_2023_us_coastline as coastline
+where st_contains(florida.geom, coastline.geom)
+group by coastline.name
+order by length_km desc
+limit 1;"
+List out counties in Florida are exposed to a sea/ocean.,"01-state.txt,03-coastline.txt","with florida as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select county.name, count(distinct coastline.name)
+from public.tl_2023_us_county as county cross join public.tl_2023_us_coastline as coastline, florida
+where st_intersects(county.geom, coastline.geom) and st_contains(florida.geom, county.geom)
+group by county.name;"
+How many US states are exposed to a sea/ocean?,"01-state.txt,03-coastline.txt","select state.name 
+from tl_2023_us_state as state cross join tl_2023_us_coastline as coastline 
+where st_intersects(state.geom, coastline.geom)
+group by state.name;"
+How many US counties are exposed to sea?,"02-county.txt,03-coastline.txt","select count(distinct county.name)
+from tl_2023_us_county as county cross join tl_2023_us_coastline as coastline 
+where st_intersects(county.geom, coastline.geom);"
+Which is the largest landlocked state in US?,"01-state.txt,03-coastline.txt","with states_with_coastline as (
+        select distinct state.name
+        from tl_2023_us_state as state cross join tl_2023_us_coastline as coastline 
+        where st_contains(state.geom, coastline.geom)
+)
+select state.name, st_area(state.geom::geography)
+from tl_2023_us_state as state, states_with_coastline
+where state.name not in (select name from states_with_coastline)
+order by st_area(state.geom) desc 
+limit 1;"
+Which is the largest landlocked county in US?,"02-county.txt,03-coastline.txt","with county_with_coastline as (
+	select distinct county.name
+	from tl_2023_us_county as county cross join tl_2023_us_coastline as coastline 
+	where st_contains(county.geom, coastline.geom)
+)
+select county.name, st_area(county.geom::geography)
+from tl_2023_us_county as county, county_with_coastline
+where county.name not in (select name from county_with_coastline)
+order by st_area(county.geom) desc 
+limit 1;"
+Which is the name of longest coastline in US?,03-coastline.txt,"select name, sum(st_length(geom::geography)) as tot_length
+from tl_2023_us_coastline
+group by name 
+order by tot_length desc 
+limit 1;"
+Which is the shortest coastline in US?,03-coastline.txt,"select name, sum(st_length(geom::geography)) as tot_length
+from tl_2023_us_coastline
+group by name 
+order by tot_length asc 
+limit 1;"
+Which is the longest coastline in New York?,"01-state.txt,03-coastline.txt","with new_york as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%new york%'
+	limit 1
+)
+select coastline.name, sum(st_length(coastline.geom::geography)) as length_meter
+from tl_2023_us_coastline as coastline, new_york
+where st_intersects(new_york.geom, coastline.geom)
+group by coastline.name
+order by length_meter desc
+limit 1;"
+What states do the longest coastline in US belong to?,"01-state.txt,03-coastline.txt","with longest_coastline as (
+	select name, sum(st_length(geom::geography)) as total_length, st_collect(geom) as geom
+	from tl_2023_us_coastline
+	group by name
+	order by total_length
+	limit 1
+)
+select state.name 
+from longest_coastline, tl_2023_us_state as state
+where st_intersects(longest_coastline.geom, state.geom);"
+What is the length of shortest coastline in California?,"01-state.txt,03-coastline.txt","with california as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%california%'
+	limit 1
+)
+select coastline.name, sum(st_length(coastline.geom::geography))/1000 as length_km
+from tl_2023_us_coastline as coastline, california
+where st_intersects(california.geom, coastline.geom)
+group by coastline.name
+order by sum(st_length(coastline.geom::geography)) asc 
+limit 1;"
+What is the length of longest coastline in California?,"01-state.txt,03-coastline.txt","with california as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%california%'
+	limit 1
+)
+select coastline.name, sum(st_length(coastline.geom::geography))/1000 as length_km
+from tl_2023_us_coastline as coastline, california
+where st_intersects(california.geom, coastline.geom)
+group by coastline.name
+order by sum(st_length(coastline.geom::geography)) desc 
+limit 1;"
+What is the average length of a coastline in US?,03-coastline.txt,"with coastlines as (
+        select coastline.name, sum(st_length(coastline.geom::geography))/1000 as length_km
+        from tl_2023_us_coastline as coastline
+        group by coastline.name
+)
+select avg(coastlines.avg_length_km)
+from coastlines;"
+What is the average length of a coastline in Florida?,"01-state.txt,03-coastline.txt","with florida as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+),
+coastlines as (
+	select coastline.name, sum(st_length(coastline.geom::geography))/1000 as length_km
+	from tl_2023_us_coastline as coastline, florida
+	where st_intersects(florida.geom, coastline.geom)
+	group by coastline.name
+)
+select avg(coastlines.length_km)
+from coastlines;"
+"How far is the nearest coastline from the property located at 8336 104th Ct, Vero Beach, FL 32967?",,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select coastline.name, (geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography) / 1000 as dist_km
+from property, tl_2023_us_coastline as coastline
+order by dist_km asc 
+limit 1;"
+"Is there any coastline within 1000 km radius of the location 8336 104th Ct, Vero Beach, FL 32967?",03-coastline.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select coastline.name, (geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography) / 1000 as dist_km
+from property, tl_2023_us_coastline as coastline
+order by dist_km asc 
+limit 1;"
+How far is the nearest coastline from the state of Nevada?,"01-state.txt,03-coastline.txt","with nevada as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%nevada%'
+	limit 1
+)
+select coastline.name, (nevada.geom <-> coastline.geom) / 1000 as dist_km
+from nevada, tl_2023_us_coastline as coastline
+order by dist_km asc
+limit 1;"
+Where is Stone Ranch military resident located?,"01-state.txt,06-military.txt","with stone_ranch as (
+	select geom 
+	from tl_2023_us_mil
+	where fullname ilike '%stone ranch%'
+	limit 1
+)
+select name 
+from tl_2023_us_state as state, stone_ranch
+where st_contains(state.geom, stone_ranch.geom);"
+Which state has the highest no of military residential areas?,"01-state.txt,06-military.txt","select state.name, count(military_areas.fullname) as num_military_areas
+from tl_2023_us_state as state cross join tl_2023_us_mil as military_areas
+where st_contains(state.geom, military_areas.geom)
+group by state.name
+order by num_military_areas desc 
+limit 1;"
+Which is the largest military installation area?,06-military.txt,"select fullname 
+from tl_2023_us_mil
+order by st_area(geom)
+limit 1;"
+How many military installation areas are present in California?,"01-state.txt,06-military.txt","with california as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%california%'
+	limit 1
+)
+select count(fullname) as num_military_areas
+from public.tl_2023_us_mil as military_areas, california
+where st_contains(california.geom, military_areas.geom);"
+Which county has the highest number of military installations?,"02-county.txt,06-military.txt","select county.name, count(military_areas.fullname) as num_military_areas
+from tl_2023_us_county as county cross join tl_2023_us_mil as military_areas
+where st_contains(county.geom, military_areas.geom)
+group by county.name
+order by num_military_areas desc 
+limit 1;"
+Provide me a list of all military installations in California with their areas.,"01-state.txt,06-military.txt","with california as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%california%'
+	limit 1
+)
+select military_areas.fullname, st_area(military_areas.geom::geography) * 0.3048 ^ 2 as area_sqm 
+from public.tl_2023_us_mil as military_areas, california
+where st_contains(california.geom, military_areas.geom);"
+Which is the smallest military installation in US?,06-military.txt,"select fullname, st_area(geom::geography) * 0.3048 ^ 2 as area_sqm 
+from tl_2023_us_mil
+order by st_area(geom) asc
+limit 1;"
+"How far is the nearest military installation from 8336 104th Ct, Vero Beach, FL 32967?",06-military.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select fullname, military_areas.geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography as dist
+from property, public.tl_2023_us_mil as military_areas
+order by dist asc 
+limit 1;"
+"Are there any military installation within 1000km radius of 8336 104th Ct, Vero Beach, FL 32967?",06-military.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select fullname, (military_areas.geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography)/1000 as dist_km
+from property, public.tl_2023_us_mil as military_areas
+order by dist_km asc 
+limit 1;"
+Which military installation has the highest water area occupancy?,06-military.txt,"select fullname 
+from tl_2023_us_mil 
+order by awater desc 
+limit 1;"
+What percentage of military installations are purely based on land?,06-military.txt,"with all_military as (
+        select count(*) as total_areas
+        from tl_2023_us_mil 
+),
+land_military as (
+        select count(*) as total_land
+        from tl_2023_us_mil
+        where awater = 0
+)
+select land_military.total_land::float / all_military.total_areas::float as percent_military
+from all_military, land_military;"
+Which county is Ft Riley located in?,"02-county.txt,06-military.txt","with fort_riley as (
+	select geom 
+	from tl_2023_us_mil
+	where fullname ilike '%fort riley%'
+	limit 1
+)
+select county.name 
+from public.tl_2023_us_county as county, fort_riley
+where st_contains(county.geom, fort_riley.geom);"
+Which military installation is the largest in Washington?,"01-state.txt,06-military.txt","with washington as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%washington%'
+	limit 1
+)
+select fullname 
+from public.tl_2023_us_mil
+order by st_area(geom) desc 
+limit 1;"
+Which state has the least number of military installations?,"01-state.txt,06-military.txt","select state.name, count(military.fullname) as num_military_installations
+from tl_2023_us_state as state cross join tl_2023_us_mil as military 
+where st_contains(state.geom, military.geom)
+group by state.name
+order by num_military_installations asc
+limit 1;"
+List 5 states with most no of military installations?,"01-state.txt,06-military.txt","select state.name, count(military.fullname) as num_military_installations
+from tl_2023_us_state as state cross join tl_2023_us_mil as military 
+where st_contains(state.geom, military.geom)
+group by state.name
+order by num_military_installations desc
+limit 5;"
+How many naval stations are there in Florida?,"01-state.txt,06-military.txt","with florida as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select count(*) as num_naval_stations
+from florida, public.tl_2023_us_mil as military
+where fullname ilike '%naval%' and st_contains(florida.geom, military.geom);
+"
+How many naval stations are there in entire US?,06-military.txt,"select count(*) as num_naval_stations
+from public.tl_2023_us_mil as military
+where fullname ilike '%naval%';"
+"Are there any coast guard station near 8336 104th Ct, Vero Beach, FL 32967?",06-military.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+)
+select tl_2023_us_mil.fullname, (tl_2023_us_mil.geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography)/1000 as dist_km
+from property, public.tl_2023_us_mil
+where fullname ilike '%coast guard%'
+order by dist_km asc;"
+How many coast guard station are present in Florida?,"01-state.txt,06-military.txt","with florida as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select count(distinct fullname)
+from florida, public.tl_2023_us_mil
+where st_contains(florida.geom, tl_2023_us_mil.geom) and fullname ilike '%coast guard%';"
+Which state has the most no of railways?,"01-state.txt,06-military.txt","select state.name as state_name, count(railways.gid) as num_railways
+from tl_2023_us_state as state cross join tl_2023_us_rails as railways 
+where st_contains(state.geom, railways.geom)
+group by state.name
+order by num_railways desc
+limit 1;"
+Which is the longest railway in US?,07-railways.txt,"select fullname, sum(st_length(geom::geography))/1000 as length_km
+from tl_2023_us_rails as railways
+where fullname is not null 
+group by fullname
+order by length_km desc 
+limit 1;"
+Which is the longest railway in Florida?,"01-state.txt,07-railways.txt","with florida as (
+	select geoid, geom 
+	from tl_2023_us_state
+	where name ilike '%florida%'
+	limit 1
+)
+select railways.fullname, sum(st_length(railways.geom::geography))/1000 as length_km
+from tl_2023_us_rails as railways, florida
+where fullname is not null and st_intersects(florida.geom, railways.geom)
+group by fullname
+order by length_km desc 
+limit 1;"
+Which is the shortest railway in US?,07-railways.txt,"select fullname, sum(st_length(geom::geography))/1000 as length_km
+from tl_2023_us_rails as railways
+where fullname is not null 
+group by fullname
+order by length_km asc 
+limit 1;"
+"Are there any railways within 1000km radius of 8336 104th Ct, Vero Beach, FL 32967?",07-railways.txt,"with property as (
+    SELECT
+    ST_X(geomout) as lon,
+    ST_Y(geomout) as lat
+    from geocode('8336 104th Ct, Vero Beach, FL 32967')
+    limit 1
+),
+near_railways as (
+	select railways.fullname, sum(railways.geom <-> st_transform(st_setsrid(st_point(property.lon, property.lat), 4326),4269)::geography)/1000 as dist_km
+	from property, tl_2023_us_rails as railways 
+	group by railways.fullname
+	order by dist_km asc
+)
+select fullname
+from near_railways
+where near_railways.dist_km < 1000;"
+What is the average length of a railway in United States?,07-railways.txt,"with total_lengths as (
+        select fullname, sum(st_length(geom::geography)/1000) as total_length
+        from tl_2023_us_rails as railways
+        where fullname is not null 
+        group by fullname
+)
+select avg(total_lengths.total_length)
+from total_lengths;"
+What is the length of Illinois Central railway?,07-railways.txt,"select sum(st_length(geom::geography))/1000 as length_km
+from tl_2023_us_rails
+where fullname ilike '%illinois central';"
+How many railways are there in Michigan?,"01-state.txt,07-railways.txt","with michigan as (
+	select geom 
+	from tl_2023_us_state
+	where name ilike '%michigan%'
+	limit 1
+),
+michigan_railways as (
+	select railways.fullname
+	from michigan, public.tl_2023_us_rails as railways 
+	where st_contains(michigan.geom, railways.geom) and railways.fullname is not null
+	group by railways.fullname
+)
+select count(*) as num_railways 
+from michigan_railways;"
+List 5 counties with most no of railways.,"02-county.txt,07-railways.txt","select county.name, count(railways.fullname) as num_railways 
+from tl_2023_us_rails as railways cross join tl_2023_us_county as county 
+where st_contains(county.geom, railways.geom)
+group by railways.fullname, county.name
+order by num_railways desc 
+limit 5;"
+Which counties do At and Sf railway pass through?,"02-county.txt,07-railways.txt","select distinct county.name
+from tl_2023_us_county as county cross join tl_2023_us_rails as railways 
+where st_contains(county.geom, railways.geom) and railways.fullname ilike '%at and sf%'"
+Give me list of counties and number of railways in state of Florida.,"01-state.txt,02-county.txt,07-railways.txt","with florida as (
+        select geoid, geom 
+        from tl_2023_us_state
+        where name ilike '%florida%'
+        limit 1
+),
+florida_railways as (
+        select county.name as county_name, railways.fullname as railway
+        from tl_2023_us_county as county cross join tl_2023_us_rails as railways, florida 
+        where st_contains(florida.geom, county.geom) and st_contains(county.geom, railways.geom)
+        group by railways.fullname, county.name
+)
+select county_name, count(*)
+from florida_railways
+group by county_name;"
+Which is the shortest railway in California?,"01-state.txt,07-railways.txt","with california as (
+        select geom 
+        from tl_2023_us_state
+        where name ilike '%california%'
+        limit 1
+)
+select railways.fullname, sum(st_length(railways.geom::geography))/1000 as length_km
+from california, tl_2023_us_rails as railways
+where railways.fullname is not null and st_contains(california.geom, railways.geom)
+group by railways.fullname 
+order by length_km asc 
+limit 1;"
+Which county has the highest no of railways?,"02-county.txt,07-railways.txt","with county_railways as ( 
+	select county.name as county_name, rails.fullname as railway_name  
+	from tl_2023_us_county as county cross join tl_2023_us_rails as rails 
+	where st_contains(county.geom, rails.geom) and rails.fullname is not null 
+),
+railway_counts as ( 
+	select county_name, count(railway_name) as railway_count 
+	from county_railways
+	group by county_name
+)
+select county_name 
+from railway_counts
+order by railway_count desc 
+limit 1;"
+Which metropolitan city has the highest no of railways?,"04-metropolitan.txt,07-railways.txt","with metro_railways as ( 
+	select metro.name as metro_name, rails.fullname as railway_name  
+	from public.tl_2023_us_cbsa as metro cross join tl_2023_us_rails as rails 
+	where st_contains(metro.geom, rails.geom) and rails.fullname is not null and metro.lsad = 'M1'
+),
+railway_counts as ( 
+	select metro_name, count(railway_name) as railway_count 
+	from metro_railways
+	group by metro_name
+)
+select metro_name
+from railway_counts
+order by railway_count desc 
+limit 1;"
+What is the average no of railways in a metropolitan area in US?,"04-metropolitan.txt,07-railways.txt","with metro_railways as ( 
+	select metro.name as metro_name, rails.fullname as railway_name  
+	from public.tl_2023_us_cbsa as metro cross join tl_2023_us_rails as rails 
+	where st_contains(metro.geom, rails.geom) and rails.fullname is not null and metro.lsad = 'M1'
+),
+railway_counts as ( 
+	select metro_name, count(railway_name) as railway_count 
+	from metro_railways
+	group by metro_name
+)
+select avg(railway_count) as average_railway_count
+from railway_counts;"
+What is the average no of railways in a micropolitan area in US?,"04-metropolitan.txt,07-railways.txt","with micro_railways as ( 
+	select micro.name as micro_name, rails.fullname as railway_name  
+	from public.tl_2023_us_cbsa as micro cross join tl_2023_us_rails as rails 
+	where st_contains(micro.geom, rails.geom) and rails.fullname is not null and micro.lsad = 'M2'
+),
+railway_counts as ( 
+	select micro_name, count(railway_name) as railway_count 
+	from micro_railways
+	group by micro_name
+)
+select avg(railway_count) as average_railway_count
+from railway_counts;"
+Which states do not have any railways?,"01-state.txt,07-railways.txt","with state_with_railways as ( 
+	select distinct state.name 
+	from tl_2023_us_state as state cross join tl_2023_us_rails as railways 
+	where st_contains(state.geom, railways.geom)
+	group by state.name 
+)
+select distinct state.name as states 
+from state_with_railways, public.tl_2023_us_state as state 
+where state.name not in (select name from state_with_railways);"
+How many counties in US do not have any railways?,"02-county.txt,07-railways.txt","with county_with_railways as ( 
+	select distinct county.name 
+	from tl_2023_us_county as county cross join tl_2023_us_rails as railways 
+	where st_contains(county.geom, railways.geom)
+	group by county.name 
+)
+select count(distinct county.name) as n_counties 
+from county_with_railways, public.tl_2023_us_county as county 
+where county.name not in (select name from county_with_railways);
+"
+What is the length of Missouri Pacific railway?,07-railways.txt,"select fullname, sum(st_length(geom::geography))/1000 as length_km
+from tl_2023_us_rails
+where fullname ilike '%missouri pacific%' and fullname is not null
+group by fullname
+limit 1;"
+Provide me a list of 5 longest railways in US.,07-railways.txt,"select fullname, sum(st_length(geom::geography))/1000 as length_km
+from tl_2023_us_rails
+where fullname is not null
+group by fullname
+order by length_km desc 
+limit 5;"

geosql_dataset/load_tables.sh

@@ -0,0 +1,25 @@
+# Set some variables
+SHP_FILES_DIRECTORY = "" # absolute path of downloaded .zip files along with dataset.
+UNZIP_DEST_DIRECTORY = "" # destination folder to unzip into .shp files
+HOST_NAME = "" # postgres hostname
+DB_NAME = "" # postgres database
+PG_USER = "" # postgres user
+
+# Unzip all the shapefiles
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_state -d $(UNZIP_DEST_DIRECTORY)/state
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_county -d $(UNZIP_DEST_DIRECTORY)/county
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_coastline -d $(UNZIP_DEST_DIRECTORY)/coastline
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_cbsa -d $(UNZIP_DEST_DIRECTORY)/cbsa
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_mil -d $(UNZIP_DEST_DIRECTORY)/mil
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_primaryroads -d $(UNZIP_DEST_DIRECTORY)/roads
+unzip $(SHP_FILES_DIRECTORY)/tl_2023_us_rails -d $(UNZIP_DEST_DIRECTORY)/rails
+
+# Load all these shapefiles into your postgres database with postgis extension enabled.
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/state/tl_2023_us_state.shp public.tl_2023_us_state | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER 
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/county/tl_2023_us_county.shp public.tl_2023_us_county | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER 
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/coastline/tl_2023_us_coastline.shp public.tl_2023_us_coastline | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER 
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/cbsa/tl_2023_us_cbsa.shp public.tl_2023_us_cbsa | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER 
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/mil/tl_2023_us_mil.shp public.tl_2023_us_mil | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER 
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/roads/tl_2023_us_primaryroads.shp public.tl_2023_us_primaryroads | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER 
+shp2pgsql -D -I -s 4269 $(UNZIP_DEST_DIRECTORY)/rails/tl_2023_us_rails.shp public.tl_2023_us_rails | psql -d $DB_NAME -h $HOST_NAME -U $PG_USER
+

geosql_dataset/readme.txt

@@ -0,0 +1,20 @@
+This is a dataset made for the purpose of evaluating Text-to-SQL systems for geography-based applications.
+Currently, we have only released 109 examples of natural_language, sql_query pairs.
+
+Steps:
+1. First, unzip all the .shp files and load them into your postgres database instance.
+2. Load the text,sql pair from the .csv file into your desired program.
+3. Generate SQL for the questions using your own LLM and compare the results any way you like.
+
+###REQUIREMENTS.
+1. You need postgres SQL installed with postgis extension enabled.
+2. You need to have tiger geocoder enabled only for Florida state.
+	i.e., the geocoding done in this dataset is only on addresses from the Florida state.
+	For more information on installing tiger geocoder, see the book Postgis in Action by R. Obe, L. Hsu
+	Chapter 10: PostGIS TIGER geocoder
+	
+Copyright
+reAlpha Tech Corp, 2024
+
+Made by:
+ML Team, Naamche

geosql_dataset/tiger_files/tl_2023_us_cbsa.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f973d808101e07e618ea402cf61b34dc5d731ca6b2f4ede764a9fdeb0581ac1
+size 34716117

geosql_dataset/tiger_files/tl_2023_us_coastline.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed0c22593b4b5a19f17256916824cb4d665a45a1c0811c28c25caf12811f9ba9
+size 16420208

geosql_dataset/tiger_files/tl_2023_us_county.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:692e12c30c83adcaabdbac0d3954fafa55e1c89a24b36d95e72e02dff938652e
+size 83451409

geosql_dataset/tiger_files/tl_2023_us_mil.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23fdfe692015ce1014c36e38ead6cd10e55fa52495000644f8bd822ae2d7c96f
+size 2979085

geosql_dataset/tiger_files/tl_2023_us_primaryroads.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97aad145a0c7b6285fb07e5119d3949f31d94e76803801a4c46eb8966e381a20
+size 38247392

geosql_dataset/tiger_files/tl_2023_us_rails.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43cc393be3dc4afb07b021ed7a029e578e173bf43af313681855732d5224ab28
+size 33405492

geosql_dataset/tiger_files/tl_2023_us_state.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ded0ef036e205e246ae4b03a66873f7e1eed50285b993702ce5aca674283a2e
+size 9947818