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{'expanded': {1: {0: {'keywords': ['leather_photo_frame', | |
'leather_picture_frame', | |
'double_leather_photo_frame', | |
'double_leather_travel_photo_frame', | |
'double_photo_frame', | |
'leather_crocodile_print_leather_double_photo_frame', | |
'leather_crocodile_print_leather_triple_photo_frame', | |
'leather_double_photo_frame', | |
'leather_double_photograph_frame', | |
'leather_double_picture_frame', |
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{'hampton': {1: {0: {'keywords': ['leather_card_case', | |
'leather_business_card_case', | |
'leather_business_card_book', | |
'card_case_leather', | |
'leather_business_card_books', | |
'travel_card_case_leather', | |
'leather_business_card_file', | |
'business_card_file_leather', | |
'leather_travel_card_case', | |
'luxury_business_card_case', |
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Disposable gloves | |
{1: {0: ['best_quality_disposable_gloves', | |
'colored_disposable_gloves', | |
'extra_long_disposable_gloves', | |
'food_service_disposable_gloves', | |
'industrial_disposable_gloves', | |
'wholesale_disposable_gloves', | |
'black_disposable_gloves', | |
'disposable_food_service_gloves', |
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epsilons = [10, 12, 14, 17, 20] | |
min_samples = [5, 10, 15, 20] | |
data = { | |
'sun_trust': ["best_Forest_Highland_Mobile_AL_auto", "Coral_Springs_FL_banks", "banker_branch_mortgage_net", "Baltimore_MD_Grove_Park_cash_advance", "bank_in_Downtown_Tampa_FL", "Sugar_Land_harp_lender", "top_bank_33020", "top_bank_in_Leesburg_Virginia", "accounting_Kensington_San_Diego", "chase_bank_charleston_sc", "car_insurance_Sterling_Charlotte_North_Carolina", "top_Midtown_Atlanta_banks", "bank_in_Pleasant_Valley_Austin", "bank_in_Casselberry_FL", "bank_Old_Town_Area_Baltimore_MD", "best_car_insurance_Huntersville_NC", "top_bank_Deerfield_Beach_FL", "top_bank_Pinecrest_Florida", "best_in_Raleigh_Memphis_amc", "bank_in_Virginia_Petersburg", "chevy_in_New_Village_Phoenix", "Hampton_VA_Downtown_bank", "Old_North_Knoxville_Knoxville_TN_bank", "top_bank_in_Leesburg_VA", "top_bank_in_Hampton_VA", "North_Central_Raleigh_NC_accounting", "sun_bank_florida", "bank_account_Jacksonville_FL", "Annapolis_Mary._accounting", "best_bank_Cocoa_Flori |
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epsilons = [10, 12, 14, 17, 20] | |
min_samples = [5, 10, 15, 20] | |
data = { | |
'sun_trust': ["best_Forest_Highland_Mobile_AL_auto", "Coral_Springs_FL_banks", "banker_branch_mortgage_net", "Baltimore_MD_Grove_Park_cash_advance", "bank_in_Downtown_Tampa_FL", "Sugar_Land_harp_lender", "top_bank_33020", "top_bank_in_Leesburg_Virginia", "accounting_Kensington_San_Diego", "chase_bank_charleston_sc", "car_insurance_Sterling_Charlotte_North_Carolina", "top_Midtown_Atlanta_banks", "bank_in_Pleasant_Valley_Austin", "bank_in_Casselberry_FL", "bank_Old_Town_Area_Baltimore_MD", "best_car_insurance_Huntersville_NC", "top_bank_Deerfield_Beach_FL", "top_bank_Pinecrest_Florida", "best_in_Raleigh_Memphis_amc", "bank_in_Virginia_Petersburg", "chevy_in_New_Village_Phoenix", "Hampton_VA_Downtown_bank", "Old_North_Knoxville_Knoxville_TN_bank", "top_bank_in_Leesburg_VA", "top_bank_in_Hampton_VA", "North_Central_Raleigh_NC_accounting", "sun_bank_florida", "bank_account_Jacksonville_FL", "Annapolis_Mary._accounting", "best_bank_Cocoa_Flori |
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epsilons = [10, 12, 14, 17, 20] | |
min_samples = [5, 10, 15, 20] | |
data = { | |
'sun_trust': ["best_Forest_Highland_Mobile_AL_auto", "Coral_Springs_FL_banks", "banker_branch_mortgage_net", "Baltimore_MD_Grove_Park_cash_advance", "bank_in_Downtown_Tampa_FL", "Sugar_Land_harp_lender", "top_bank_33020", "top_bank_in_Leesburg_Virginia", "accounting_Kensington_San_Diego", "chase_bank_charleston_sc", "car_insurance_Sterling_Charlotte_North_Carolina", "top_Midtown_Atlanta_banks", "bank_in_Pleasant_Valley_Austin", "bank_in_Casselberry_FL", "bank_Old_Town_Area_Baltimore_MD", "best_car_insurance_Huntersville_NC", "top_bank_Deerfield_Beach_FL", "top_bank_Pinecrest_Florida", "best_in_Raleigh_Memphis_amc", "bank_in_Virginia_Petersburg", "chevy_in_New_Village_Phoenix", "Hampton_VA_Downtown_bank", "Old_North_Knoxville_Knoxville_TN_bank", "top_bank_in_Leesburg_VA", "top_bank_in_Hampton_VA", "North_Central_Raleigh_NC_accounting", "sun_bank_florida", "bank_account_Jacksonville_FL", "Annapolis_Mary._accounting", "best_bank_Cocoa_Flori |
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{1: {0: {'cluster': ['social_media', | |
'digital_marketing', | |
'small_business', | |
'marketing_strategy', | |
'business_owners', | |
'local_businesses', | |
'business_owner', | |
'small_business_owners', | |
'social_networks', | |
'social_media_manager', |
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Customer prospectives | |
{1: {1: ['potential_customers', | |
'prospective_customers', | |
'future_customers', | |
'existing_customers', | |
'current_customers', | |
'reach_customers', | |
'gain_new_customers', | |
'ideal_customers', |
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Main clusters: | |
Disposable poly/nitrile/latex gloves | |
ADJECTIVE gloves | |
Food/service/automotive industry | |
Latex/Nitril/vinyl/poly material/rubber | |
Vinyl/poly gloves | |
Protection/safety products | |
Glove + ADJECTIVE/NOUN | |
Off topic sales jargon terms |
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#!/usr/bin/env python | |
# -*- coding: utf-8 -*- | |
from sklearn.cluster import KMeans | |
import gensim | |
import sys | |
from pprint import pprint | |
import numpy as np | |
import collections | |
from sklearn.cluster import DBSCAN |