Bad Cams - No road overlap

The following cameras were detected to not intersect with a road. Likely due to incorrect distance from the road or tagged with an incorrect direction. There are also cameras along trails that are misclassified as ALPRs. These cameras might be better served by a “facial tracking” value in surveillance:type, but there doesn’t seem to be a general concensus around what value to use. Some ALPRs along straight stretches of road, which have a large distance between nodes show up incorrectly.

Code
import pandas as pd
import geopandas as gpd
import folium
import itables
from datetime import datetime
noxgdf = gpd.read_file("../../../osmbadcams/nointersect.gpkg")
noxgdf = noxgdf.rename({"STUSPS":"State", "NAME":"State Full", "osmid":"ID", "url":"URL"}, axis=1)

noxgdf.explore(popup=True, style_kwds={"weight":9,"color":"#9E2F02","opacity":0.8,"fillOpacity":0.5})
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Code
itables.show(pd.DataFrame(noxgdf.drop(["geometry"], axis=1)),  maxBytes=300000, allow_html=True)
State State Full direction ID URL
NENebraska75.07238052389https://www.openstreetmap.org/node/7238052389
NENebraska87.013415797101https://www.openstreetmap.org/node/13415797101
NENebraska97.013424140701https://www.openstreetmap.org/node/13424140701
NENebraska166.013444556301https://www.openstreetmap.org/node/13444556301
NENebraska246.013564037201https://www.openstreetmap.org/node/13564037201
NENebraska312.013585401801https://www.openstreetmap.org/node/13585401801
NENebraska270.013591676696https://www.openstreetmap.org/node/13591676696
NENebraska152.013608341502https://www.openstreetmap.org/node/13608341502
NENebraska60.013611329626https://www.openstreetmap.org/node/13611329626
NENebraska90.013626541203https://www.openstreetmap.org/node/13626541203
(8,114 more rows not shown)

Started with 4,387 datapoints on 2026-05-31, which represented over 4% of all the ALPR data at the time.
Last updated: 2026-09-13