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# pip install umap-learn!
from umap import UMAP
from sentence_transformers import SentenceTransformer
from bokeh.models import ColumnDataSource
from bokeh.plotting import figure, output_file, output_notebook, show


# get your text data into a list
bodyprompts = ["a list of text strings with body in them", "another string"]

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StreetView URL Extractor

Paste a Google Maps URL and get back the parameters used to create a panorama.

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place	image	placeLabel	location	article	linkname	myLabels	in_use	latitude	longitude	displayName	address	place_id	components	region	dept	entity
http://www.wikidata.org/entity/Q1010703	http://commons.wikimedia.org/wiki/Special:FilePath/ChateaudAguilar.jpg	Château d'Aguilar	Point(2.746944444 42.890555555)	https://en.wikipedia.org/wiki/Ch%C3%A2teau_d%27Aguilar	Château d'Aguilar	castle	True	42.890555555	2.746944444	Château D'Aguilar	Unnamed Road, 11350 Tuchan, France	ChIJ7-WgxSI_sBIRbAkuRGas5P4	{'route': 'Unnamed Road', 'locality': 'Tuchan', 'administrative_area_level_2': 'Aude', 'administrative_area_level_1': 'Occitanie', 'country': 'France', 'postal_code': '11350'}	Occitanie	Aude	Q1010703
http://www.wikidata.org/entity/Q1010879	http://commons.wikimedia.org/wiki/Special:FilePath/Ch%C3%A2teau%20d%27Arques.jpg	Château d'Arques	Point(2.36694444 42.95305556)	https://en.wikipedia.org/wiki/Ch%C3%A2teau_d%27Arques	Château d'Arques	castle	True	42.95305556	2.36694444	Château D'Arques	D613, 11190 Arques, France	ChIJWQCFuc3

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	place	image	placeLabel	location	article	linkname	myLabels	entity
0	http://www.wikidata.org/entity/Q835740	http://commons.wikimedia.org/wiki/Special:FilePath/Ch%C3%A2teau%20%28Pierre-Perc%C3%A9e%29.jpg	Château de Pierre-Percée	Point(6.930277777 48.470277777)	https://en.wikipedia.org/wiki/Ch%C3%A2teau_de_Pierre-Perc%C3%A9e	Château de Pierre-Percée	castle	Q835740
1	http://www.wikidata.org/entity/Q839242	http://commons.wikimedia.org/wiki/Special:FilePath/Haut-Landsbourg%20Cour.jpg	Château du Hohlandsbourg	Point(7.26916667 48.06)	https://en.wikipedia.org/wiki/Ch%C3%A2teau_du_Hohlandsbourg	Château du Hohlandsbourg	castle	Q839242
2	http://www.wikidata.org/entity/Q841527	http://commons.wikimedia.org/wiki/Special:FilePath/Ch%C3%A2teau%20Tiffauges%20entr%C3%A9e.JPG	Château de Tiffauges	Point(-1.114722222 47.016666666)	https://en.wikipedia.org/wiki/Ch%C3%A2teau_de_Tiffauges	Château de Tiffauges	castle	Q841527
3	http://www.wikidata.org/entity/Q842895	http://commons.wikimedia.org/wiki/Special:FilePath/Kintzheim%20B%20022

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Unique Key,Created Date,Closed Date,Agency,Agency Name,Complaint Type,Descriptor,Location Type,Incident Zip,Incident Address,Street Name,Cross Street 1,Cross Street 2,Intersection Street 1,Intersection Street 2,Address Type,City,Landmark,Facility Type,Status,Due Date,Resolution Action Updated Date,Community Board,Borough,X Coordinate (State Plane),Y Coordinate (State Plane),Park Facility Name,Park Borough,School Name,School Number,School Region,School Code,School Phone Number,School Address,School City,School State,School Zip,School Not Found,School or Citywide Complaint,Vehicle Type,Taxi Company Borough,Taxi Pick Up Location,Bridge Highway Name,Bridge Highway Direction,Road Ramp,Bridge Highway Segment,Garage Lot Name,Ferry Direction,Ferry Terminal Name,Latitude,Longitude,Location
26589651,10/31/2013 02:08:41 AM,,NYPD,New York City Police Department,Noise - Street/Sidewalk,Loud Talking,Street/Sidewalk,11432,90-03 169 STREET,169 STREET,90 AVENUE,91 AVENUE,,,ADDRESS,JAMAICA,,Precinct,Assigned,10/31/2013 10:08:4

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"""
Script originally sourced from Peter Baumgartner
here: https://gist.github.com/pmbaumgartner/adb33aa486b77ab58eb3df265393195d
and then modified by Lynn Cherny to allow a corpus file,
any gensim w2v model file, and make or read a counts file before the
UMAP display.
The counts are used to focus on the most common words, and more
frequent words show as lighter colors in the UMAP display Peter made.
NOTE: Pip install umap-learn not umap; the import method below fixes a bad install/umap issue.
"""

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We couldn’t find that file to show.

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<!DOCTYPE html>
<html>
<style>

circle {
  fill: blue;
}

svg {