Academic tool
US Place Atlas
Trace US ocean imports by port of entry, by consignee city and state (the importer address on the bill), or by shipper city (the foreign factory address). Cluster maps sit on every slice. Click a row to go one step deeper. The URL is the citation.
All research tools
· Research Desk
· Universe: kirchner.bols
Methods (read before you cite)
- US Customs ocean Bills of Lading only. Air, truck, rail, and informal entries are out of sample.
- Port of entry is
unloading_port(code, city, ST). That is where the vessel cleared, not the consignee headquarters. - Consignee and shipper city/state/zip/country are parsed from
consignee_addressandshipper_addressand stored onkirchner.bols. Bills without a parseable US state+ZIP drop out of consignee-place slices. Shipper country falls back to the filed origincountrywhen the address has no country token. - Coordinates prefer a Census street geocode of the full address when it exists; otherwise a US ZIP centroid or a GeoNames city centroid.
consignee_geo_precision/shipper_geo_precisionisstreet,zip, orcity. Maps cluster those points. - Production partners are distinct
shipper_namestrings. Parties are filing names, not resolved legal entities. - Every number below is from the SQL printed under it. Nothing is imputed.
Start from a worked example
Consignee
California importers
Drill by the address on the bill — LA, City of Industry, Ontario — not the port the box cleared.
Shipper
Vietnam factories
Production cities parsed from shipper_address, then the US importers they ship to.
Port of entry
Savannah, Georgia
The gateway itself: who receives through it, and where those consignees actually sit.
United States
Retrieved 2026-08-23 UTC from kirchner.bols.
Unique BOLs
375,978
US importers
29,018
Production partners
28,656
Origin countries
1
US consignees
Clustered by parsed consignee city / ZIP. Circle size is unique bills.
Foreign production
Clustered by parsed shipper city. Circle size is unique bills.
Census regions
Click a row to drill down. Bars are unique bills in this slice.
Products in this place
HS-4 as filed. Click to keep this geography and filter the product.
- 1. 8708 PACKAGES ONLY SAID TO CONTAIN DRIVE-AXLES 9,446
- 2. 5513 S-METOLACEC PACKING : . LTR HS CODE: BUYER 8,520
- 3. 6302 % COTTON MACHINE TUFTED BATHMATS 7,409
- 4. 9403 OTHER WOODEN FURNITURE AND WOODEN,IRON FUR 7,054
- 5. 9611 1731 WP/- 1731 SEMI FINISHPO NO:POP26-0000 6,630
- 6. 9818 TRACTOR SPARE PARTS 6,074
- 7. 7307 HS CODE BUTT WELD STEEL PIPE FITTING S 5,449
- 8. 8474 SHIPPER_DESCRIPTION (SURIMI SNOW LEG STYLE 5,406
- 9. 6802 WOODEN CRATES POLISHED GRANITE MONUMENTS O 4,991
- 10. 5702 HANDTUFTED WOOLLEN CARPETS HS CODE- . 4,833
- 11. 1006 READY TO EAT RICE WITH EMPTY HOOD & TRAY 4,155
- 12. 0306 CRUSTACEAN FOR HUMAN CONSUMPTION, OTHER SH 4,093
Origin countries
Where the cargo is filed as coming from. Click to keep this geography and filter origin.
- 1. IN, INDIA 375,978
Cite this query
Kirchner Data. Place Atlas: United States, 2026–2026, origin IN, INDIA. Retrieved 2026-08-23 from https://kirchnerdata.com/research-atlas?from=2026&origin=IN%2C+INDIA&to=2026. Universe: US ocean Bills of Lading (CBP), table kirchner.bols. Place mode: port. Consignee/shipper city, state, zip, country, and coordinates are stored columns parsed from the filing address.
SQL that produced these numbers
totals · 1 row
SELECT uniqExact(bill_of_lading) AS bols, uniqExact(consignee_name) AS firms, uniqExact(shipper_name) AS partners, uniqExact(country) AS origins, uniqExact(unloading_port) AS ports, round(sum(weight_in_kg)) AS kg FROM bols WHERE (actual_arrival_date >= toDate('2026-01-01') AND actual_arrival_date <= toDate('2026-12-31')) AND trimBoth(unloading_port) != '' AND country = 'IN, INDIA'
products · 12 rows
SELECT substring(replaceAll(hs_code, '.', ''), 1, 4) AS hs4, anyHeavy(product_desc) AS sample, uniqExact(bill_of_lading) AS bols FROM bols WHERE (actual_arrival_date >= toDate('2026-01-01') AND actual_arrival_date <= toDate('2026-12-31')) AND trimBoth(unloading_port) != '' AND country = 'IN, INDIA' AND length(replaceAll(hs_code, '.', '')) >= 4 GROUP BY hs4 ORDER BY bols DESC LIMIT 12
origins · 1 row
SELECT country AS name, uniqExact(bill_of_lading) AS bols, uniqExact(shipper_name) AS partners FROM bols WHERE (actual_arrival_date >= toDate('2026-01-01') AND actual_arrival_date <= toDate('2026-12-31')) AND trimBoth(unloading_port) != '' AND country = 'IN, INDIA' AND trimBoth(country) != '' AND lengthUTF8(trimBoth(country)) >= 3 AND upperUTF8(trimBoth(country)) NOT IN ('N/A','NA','NONE','NULL','UNKNOWN','-','--','N.A.') GROUP BY name ORDER BY bols DESC LIMIT 12
map_consignees · 400 rows
SELECT consignee_city AS city, consignee_state AS state, consignee_zip AS zip, any(consignee_lat) AS lat, any(consignee_lon) AS lon, any(consignee_geo_precision) AS precision, uniqExact(bill_of_lading) AS bols FROM bols WHERE (actual_arrival_date >= toDate('2026-01-01') AND actual_arrival_date <= toDate('2026-12-31')) AND trimBoth(unloading_port) != '' AND country = 'IN, INDIA' AND consignee_lat != 0 AND consignee_lon != 0 GROUP BY city, state, zip ORDER BY bols DESC LIMIT 400
map_shippers · 0 rows
SELECT shipper_city AS city, shipper_country AS country, any(shipper_lat) AS lat, any(shipper_lon) AS lon, any(shipper_geo_precision) AS precision, uniqExact(bill_of_lading) AS bols FROM bols WHERE (actual_arrival_date >= toDate('2026-01-01') AND actual_arrival_date <= toDate('2026-12-31')) AND trimBoth(unloading_port) != '' AND country = 'IN, INDIA' AND shipper_lat != 0 AND shipper_lon != 0 AND shipper_city != '' GROUP BY city, country ORDER BY bols DESC LIMIT 400
places · 5 rows
SELECT (CASE WHEN upperUTF8(trim(extract(trimBoth(unloading_port), ',\\s*([A-Z]{2})\\s*$'))) IN ('CT','ME','MA','NH','RI','VT','NJ','NY','PA') THEN 'northeast' WHEN upperUTF8(trim(extract(trimBoth(unloading_port), ',\\s*([A-Z]{2})\\s*$'))) IN ('IL','IN','MI','OH','WI','IA','KS','MN','MO','NE','ND','SD') THEN 'midwest' WHEN upperUTF8(trim(extract(trimBoth(unloading_port), ',\\s*([A-Z]{2})\\s*$'))) IN ('DE','FL','GA','MD','NC','SC','VA','DC','WV','AL','KY','MS','TN','AR','LA','OK','TX') THEN 'south' WHEN upperUTF8(trim(extract(trimBoth(unloading_port), ',\\s*([A-Z]{2})\\s*$'))) IN ('AZ','CO','ID','MT','NV','NM','UT','WY','AK','CA','HI','OR','WA') THEN 'west' ELSE 'other' END) AS name, uniqExact(bill_of_lading) AS bols, uniqExact(upperUTF8(trim(extract(trimBoth(unloading_port), ',\\s*([A-Z]{2})\\s*$')))) AS states, uniqExact(unloading_port) AS ports, uniqExact(consignee_name) AS firms, uniqExact(shipper_name) AS partners FROM bols WHERE (actual_arrival_date >= toDate('2026-01-01') AND actual_arrival_date <= toDate('2026-12-31')) AND trimBoth(unloading_port) != '' AND country = 'IN, INDIA' GROUP BY name ORDER BY bols DESC