In [34]:
%matplotlib inline
import matplotlib.pyplot as plt
import requests
import time
import html5lib
import pandas as pd
import numpy as np
import pickle
import BeautifulSoup as soup
from ipy_progressbar import ProgressBar
from IPython.display import HTML

In [20]:
url = 'http://www.bfro.net/GDB/'
pages = {}
r = requests.get(url)
b = soup.BeautifulSoup(r.text)
for link in b.findAll('a'):
    href = link.get('href')
    if href:
        if href.find('/GDB/state_listing.asp')==0 or href.find('/GDB/show_county_reports.asp')==0:
            url2 = 'http://www.bfro.net' + href
            print 'Crawling...' + url2
            st = href.split('=')[1]
            r = requests.get(url2)
            pages[st] = r
            time.sleep(1)


Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ak
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=al
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ar
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=az
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ca
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=co
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ct
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=de
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=fl
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ga
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ia
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=id
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=il
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=in
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ks
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ky
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=la
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ma
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=md
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=me
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=mi
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=mn
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=mo
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ms
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=mt
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=nc
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=nd
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ne
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=nh
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=nj
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=nm
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=nv
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ny
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=oh
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ok
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=or
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=pa
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ri
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=sc
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=sd
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=tn
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=tx
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=ut
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=va
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=vt
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=wa
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=wi
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=wv
Crawling...http://www.bfro.net/GDB/state_listing.asp?state=wy
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-al
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-bc
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-mn
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-nb
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-on
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-qu
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-sk
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=ca-yu
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int-au
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int-cn
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int-id
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int-my
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int-np
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int-ru
Crawling...http://www.bfro.net/GDB/show_county_reports.asp?state=int

In [21]:
pickle.dump(pages, open('pages_raw.pkl', 'wb'))

In [25]:
pages = pickle.load(open('pages_raw.pkl', 'rb'))

In [193]:
dfs = []
c = 100
for key in pages.keys():
    page = pages[key]
    b = soup.BeautifulSoup(page.text)
    if key.find('ca-')==0:
        reports = b.findAll('li', {'class':'spaced'})
        df = pd.DataFrame({'state': key, 'reports': len(reports), 'county': 'all'}, index=[c])
        c=c+1
        dfs.append(df)
    else:
        tbls = b.findAll('table', {'class': 'countytbl'})
        for tbl in tbls:
            df = pd.read_html(str(tbl))[0]
            df = df[1:]
            df.columns = ['county', 'reports', 'recent', 'last']
            df['state']=key
            df['reports'] = df['reports'].fillna(0)
            df.drop(['recent', 'last'], inplace=True, axis=1)
            dfs.append(df)

df = dfs[0]
for i in range(1, len(dfs)):
    df = df.append(dfs[i])

df.shape


Out[193]:
(3105, 3)

In [195]:
df.to_csv('county_level_clean.csv', sep='\t')

In [26]:
reports = []
for key in pages.keys():
    page = pages[key]
    b = soup.BeautifulSoup(page.text)
    for a in b.findAll('a'):
        href = a.get('href')
        if href:
            if href.find('show_county_reports.asp')==0:
                reports.append(href)
            if href.find('show_report.asp')==0:
                reports.append(href)

In [41]:
details = {}

In [42]:
for report in reports:
    url =  'http://www.bfro.net/GDB/' + report
    try:
        x = details[report]
    except:
        print url
        r = requests.get(url)
        time.sleep(1)
        details[report] = r.text


http://www.bfro.net/GDB/show_report.asp?id=46502
http://www.bfro.net/GDB/show_report.asp?id=46206
http://www.bfro.net/GDB/show_report.asp?id=45604
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Accomack
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Amelia
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Amherst
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Augusta
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Bath
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Bedford
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Botetourt
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Brunswick
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Caroline
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Carroll
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Chesapeake+City
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Chesterfield
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Fairfax
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Faquier
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Franklin
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Giles
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Grayson
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Greene
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Halifax
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Henry
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Highland
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Loudoun
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Louisa
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Mecklenburg
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Middlesex
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Montgomery
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Nottoway
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Pittsylvania
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Prince+William
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Pulaski
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Roanoke
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Rockingham
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Scott
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Shenandoah
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Smyth
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Stafford
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Surry
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Tazewell
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Virginia+Beach+City
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Warren
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Washington
http://www.bfro.net/GDB/show_county_reports.asp?state=va&county=Wythe
http://www.bfro.net/GDB/show_report.asp?id=16779
http://www.bfro.net/GDB/show_report.asp?id=12088
http://www.bfro.net/GDB/show_report.asp?id=13061
http://www.bfro.net/GDB/show_report.asp?id=46795
http://www.bfro.net/GDB/show_report.asp?id=46805
http://www.bfro.net/GDB/show_report.asp?id=45666
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Alamosa
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Archuleta
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Boulder
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Chaffee
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Clear+Creek
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Conejos
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Costilla
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Custer
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Delta
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Dolores
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Douglas
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Eagle
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=El+Paso
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Fremont
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Gunnison
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Hinsdale
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Huerfano
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Jackson
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Jefferson
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=La+Plata
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Lake
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Larimer
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Las+Animas
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Mesa
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Moffat
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Montezuma
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Montrose
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Ouray
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Park
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Pitkin
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Pueblo
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Rio+Blanco
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Routt
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=San+Juan
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Summit
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Teller
http://www.bfro.net/GDB/show_county_reports.asp?state=co&county=Weld
http://www.bfro.net/GDB/show_report.asp?id=40652
http://www.bfro.net/GDB/show_report.asp?id=4439
http://www.bfro.net/GDB/show_report.asp?id=47165
http://www.bfro.net/GDB/show_report.asp?id=38933
http://www.bfro.net/GDB/show_report.asp?id=39181
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Alameda
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Alpine
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Amador
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Butte
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Calaveras
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Contra+Costa
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Del+Norte
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=El+Dorado
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Fresno
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Humboldt
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Imperial
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Inyo
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Kern
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Lake
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Lassen
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Los+Angeles
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Madera
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Mariposa
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Mendocino
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Modoc
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Mono
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Monterey
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Napa
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Nevada
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Placer
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Plumas
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Riverside
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=San+Bernardino
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=San+Diego
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Santa+Barbara
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Santa+Cruz
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Shasta
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Sierra
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Siskiyou
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Sonoma
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Stanislaus
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Sutter
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Tehama
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Trinity
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Tulare
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Tuolumne
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Ventura
http://www.bfro.net/GDB/show_county_reports.asp?state=ca&county=Yuba
http://www.bfro.net/GDB/show_report.asp?id=44986
http://www.bfro.net/GDB/show_report.asp?id=44849
http://www.bfro.net/GDB/show_report.asp?id=44386
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Autauga
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Baldwin
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Barbour
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Bibb
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Blount
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Calhoun
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Cherokee
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Chilton
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Clarke
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Clay
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Cleburne
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Coffee
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Colbert
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Conecuh
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Covington
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Cullman
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Dale
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Dallas
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Escambia
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Etowa
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Franklin
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Henry
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Jackson
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Jefferson
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Lamar
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Lauderdale
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Lee
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Limestone
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Lowndes
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Macon
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Madison
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Marshall
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Mobile
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http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Pike
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Russell
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Shelby
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=St%2E+Clair
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Talladega
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Tallapoosa
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Tuscaloosa
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Walker
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Washington
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Wilcox
http://www.bfro.net/GDB/show_county_reports.asp?state=al&county=Winston
http://www.bfro.net/GDB/show_report.asp?id=40345
http://www.bfro.net/GDB/show_report.asp?id=35773
http://www.bfro.net/GDB/show_report.asp?id=43994
http://www.bfro.net/GDB/show_report.asp?id=40024
http://www.bfro.net/GDB/show_report.asp?id=28285
http://www.bfro.net/GDB/show_report.asp?id=27281
http://www.bfro.net/GDB/show_report.asp?id=26821
http://www.bfro.net/GDB/show_report.asp?id=25368
http://www.bfro.net/GDB/show_report.asp?id=25140
http://www.bfro.net/GDB/show_report.asp?id=24564
http://www.bfro.net/GDB/show_report.asp?id=24956
http://www.bfro.net/GDB/show_report.asp?id=24377
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http://www.bfro.net/GDB/show_report.asp?id=23245
http://www.bfro.net/GDB/show_report.asp?id=18534
http://www.bfro.net/GDB/show_report.asp?id=20758
http://www.bfro.net/GDB/show_report.asp?id=17331
http://www.bfro.net/GDB/show_report.asp?id=16598
http://www.bfro.net/GDB/show_report.asp?id=15571
http://www.bfro.net/GDB/show_report.asp?id=15541
http://www.bfro.net/GDB/show_report.asp?id=15961
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http://www.bfro.net/GDB/show_report.asp?id=13800
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http://www.bfro.net/GDB/show_report.asp?id=13390
http://www.bfro.net/GDB/show_report.asp?id=12855
http://www.bfro.net/GDB/show_report.asp?id=12451
http://www.bfro.net/GDB/show_report.asp?id=11915
http://www.bfro.net/GDB/show_report.asp?id=10878
http://www.bfro.net/GDB/show_report.asp?id=10119
http://www.bfro.net/GDB/show_report.asp?id=10633
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http://www.bfro.net/GDB/show_report.asp?id=7456
http://www.bfro.net/GDB/show_report.asp?id=18115
http://www.bfro.net/GDB/show_report.asp?id=6831
http://www.bfro.net/GDB/show_report.asp?id=9670
http://www.bfro.net/GDB/show_report.asp?id=4900
http://www.bfro.net/GDB/show_report.asp?id=6579
http://www.bfro.net/GDB/show_report.asp?id=20960
http://www.bfro.net/GDB/show_report.asp?id=3945
http://www.bfro.net/GDB/show_report.asp?id=12100
http://www.bfro.net/GDB/show_report.asp?id=35539
http://www.bfro.net/GDB/show_report.asp?id=2113
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http://www.bfro.net/GDB/show_report.asp?id=22123
http://www.bfro.net/GDB/show_report.asp?id=3899
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http://www.bfro.net/GDB/show_report.asp?id=3368
http://www.bfro.net/GDB/show_report.asp?id=9069
http://www.bfro.net/GDB/show_report.asp?id=2852
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http://www.bfro.net/GDB/show_report.asp?id=2432
http://www.bfro.net/GDB/show_report.asp?id=4766
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http://www.bfro.net/GDB/show_report.asp?id=2418
http://www.bfro.net/GDB/show_report.asp?id=15389
http://www.bfro.net/GDB/show_report.asp?id=2419
http://www.bfro.net/GDB/show_report.asp?id=2420
http://www.bfro.net/GDB/show_report.asp?id=2448
http://www.bfro.net/GDB/show_report.asp?id=17142
http://www.bfro.net/GDB/show_report.asp?id=2445
http://www.bfro.net/GDB/show_report.asp?id=28740
http://www.bfro.net/GDB/show_report.asp?id=2433
http://www.bfro.net/GDB/show_report.asp?id=26050
http://www.bfro.net/GDB/show_report.asp?id=11595
http://www.bfro.net/GDB/show_report.asp?id=20415
http://www.bfro.net/GDB/show_report.asp?id=26765
http://www.bfro.net/GDB/show_report.asp?id=10001
http://www.bfro.net/GDB/show_report.asp?id=14166
http://www.bfro.net/GDB/show_report.asp?id=2422
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http://www.bfro.net/GDB/show_report.asp?id=15085
http://www.bfro.net/GDB/show_report.asp?id=3041
http://www.bfro.net/GDB/show_report.asp?id=13427
http://www.bfro.net/GDB/show_report.asp?id=15141
http://www.bfro.net/GDB/show_report.asp?id=2423
http://www.bfro.net/GDB/show_report.asp?id=2444
http://www.bfro.net/GDB/show_report.asp?id=13815
http://www.bfro.net/GDB/show_report.asp?id=14511
http://www.bfro.net/GDB/show_report.asp?id=2446
http://www.bfro.net/GDB/show_report.asp?id=24806
http://www.bfro.net/GDB/show_report.asp?id=13232
http://www.bfro.net/GDB/show_report.asp?id=2443
http://www.bfro.net/GDB/show_report.asp?id=2447
http://www.bfro.net/GDB/show_report.asp?id=2421
http://www.bfro.net/GDB/show_report.asp?id=11570
http://www.bfro.net/GDB/show_report.asp?id=21563
http://www.bfro.net/GDB/show_report.asp?id=294
http://www.bfro.net/GDB/show_report.asp?id=2424
http://www.bfro.net/GDB/show_report.asp?id=34822
http://www.bfro.net/GDB/show_report.asp?id=857
http://www.bfro.net/GDB/show_report.asp?id=10572
http://www.bfro.net/GDB/show_report.asp?id=1408
http://www.bfro.net/GDB/show_report.asp?id=5172
http://www.bfro.net/GDB/show_report.asp?id=1083
http://www.bfro.net/GDB/show_report.asp?id=2440
http://www.bfro.net/GDB/show_report.asp?id=14331
http://www.bfro.net/GDB/show_report.asp?id=14328
http://www.bfro.net/GDB/show_report.asp?id=1091
http://www.bfro.net/GDB/show_report.asp?id=44912
http://www.bfro.net/GDB/show_report.asp?id=40101
http://www.bfro.net/GDB/show_report.asp?id=38015
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Baxter
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Benton
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Carroll
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Chicot
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Clark
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Cleveland
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Crawford
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Crittenden
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Desha
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Drew
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Faulkner
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Fulton
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Garland
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Greene
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Hot+Spring
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Independence
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Jackson
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Lee
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Little+River
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Logan
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Lonoke
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Madison
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Marion
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Miller
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Polk
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Pope
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Pulaski
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Randolph
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Saline
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Searcy
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Sebastian
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Sevier
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=St%2E+Francis
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Union
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Washington
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=White
http://www.bfro.net/GDB/show_county_reports.asp?state=ar&county=Yell
http://www.bfro.net/GDB/show_report.asp?id=13285
http://www.bfro.net/GDB/show_report.asp?id=13345
http://www.bfro.net/GDB/show_report.asp?id=1179
http://www.bfro.net/GDB/show_county_reports.asp?state=vt&county=Bennington
http://www.bfro.net/GDB/show_county_reports.asp?state=vt&county=Chittenden
http://www.bfro.net/GDB/show_county_reports.asp?state=vt&county=Lamoille
http://www.bfro.net/GDB/show_county_reports.asp?state=vt&county=Rutland
http://www.bfro.net/GDB/show_county_reports.asp?state=vt&county=Windsor
http://www.bfro.net/GDB/show_report.asp?id=46917
http://www.bfro.net/GDB/show_report.asp?id=47720
http://www.bfro.net/GDB/show_report.asp?id=47249
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Adams
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Alexander
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Bond
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Brown
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Calhoun
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Cass
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Champaign
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Christian
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Clark
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Clinton
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Cook
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Crawford
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=De+Witt
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Douglas
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Du+Page
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Edgar
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Edwards
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Effingham
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Fayette
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Franklin
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Fulton
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Grundy
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Hancock
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Hardin
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Henderson
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Henry
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Iroquois
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Jackson
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Jasper
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Jefferson
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Jersey
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Jo+Daviess
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Johnson
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Kane
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Kankakee
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Kendall
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Knox
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=La+Salle
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Lake
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Lawrence
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Lee
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Livingston
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Logan
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Macon
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Macoupin
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Madison
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Marion
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Massac
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=McDonough
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=McHenry
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=McLean
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Montgomery
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Morgan
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Moultrie
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Ogle
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Peoria
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Perry
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Piatt
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Pike
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Pope
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Pulaski
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Putnam
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Randolph
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Rock+Island
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Saline
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Sangamon
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Schuyler
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Shelby
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=St%2E+Clair
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Stephenson
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Tazewell
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Union
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Vermilion
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Wabash
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Warren
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Washington
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=White
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Whiteside
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Will
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Williamson
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Winnebago
http://www.bfro.net/GDB/show_county_reports.asp?state=il&county=Woodford
http://www.bfro.net/GDB/show_report.asp?id=47841
http://www.bfro.net/GDB/show_report.asp?id=45216
http://www.bfro.net/GDB/show_report.asp?id=43611
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Atkinson
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Barrow
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Bartow
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Berrien
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Bibb
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Brantley
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Brooks
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Butts
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Carroll
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Chatham
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Chattooga
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Cherokee
http://www.bfro.net/GDB/show_county_reports.asp?state=ga&county=Clarke
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http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Laurel
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Lawrence
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Lee
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Letcher
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Lewis
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Lincoln
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Logan
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Madison
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Magoffin
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Marshall
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Martin
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Mason
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=McCreary
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=McLean
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Meade
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Metcalfe
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Nelson
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Perry
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Pike
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Powell
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Rowan
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Shelby
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Simpson
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Taylor
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Trigg
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Union
http://www.bfro.net/GDB/show_county_reports.asp?state=ky&county=Whitley
http://www.bfro.net/GDB/show_report.asp?id=27961
http://www.bfro.net/GDB/show_report.asp?id=26285
http://www.bfro.net/GDB/show_report.asp?id=26348
http://www.bfro.net/GDB/show_report.asp?id=25229
http://www.bfro.net/GDB/show_report.asp?id=24733
http://www.bfro.net/GDB/show_report.asp?id=30249
http://www.bfro.net/GDB/show_report.asp?id=22821
http://www.bfro.net/GDB/show_report.asp?id=20408
http://www.bfro.net/GDB/show_report.asp?id=27180
http://www.bfro.net/GDB/show_report.asp?id=18375
http://www.bfro.net/GDB/show_report.asp?id=18077
http://www.bfro.net/GDB/show_report.asp?id=7943
http://www.bfro.net/GDB/show_report.asp?id=14981
http://www.bfro.net/GDB/show_report.asp?id=5873
http://www.bfro.net/GDB/show_report.asp?id=16719
http://www.bfro.net/GDB/show_report.asp?id=10308
http://www.bfro.net/GDB/show_report.asp?id=10734
http://www.bfro.net/GDB/show_report.asp?id=17501
http://www.bfro.net/GDB/show_report.asp?id=17457
http://www.bfro.net/GDB/show_report.asp?id=11797
http://www.bfro.net/GDB/show_report.asp?id=17443
http://www.bfro.net/GDB/show_report.asp?id=9516
http://www.bfro.net/GDB/show_report.asp?id=10611
http://www.bfro.net/GDB/show_report.asp?id=16853
http://www.bfro.net/GDB/show_report.asp?id=13627
http://www.bfro.net/GDB/show_report.asp?id=13706
http://www.bfro.net/GDB/show_report.asp?id=16944
http://www.bfro.net/GDB/show_report.asp?id=16807
http://www.bfro.net/GDB/show_report.asp?id=23171
http://www.bfro.net/GDB/show_report.asp?id=14341
http://www.bfro.net/GDB/show_report.asp?id=12958
http://www.bfro.net/GDB/show_report.asp?id=23490
http://www.bfro.net/GDB/show_report.asp?id=7139
http://www.bfro.net/GDB/show_report.asp?id=5473
http://www.bfro.net/GDB/show_report.asp?id=4436
http://www.bfro.net/GDB/show_report.asp?id=4713
http://www.bfro.net/GDB/show_report.asp?id=1343
http://www.bfro.net/GDB/show_report.asp?id=1340
http://www.bfro.net/GDB/show_report.asp?id=1337
http://www.bfro.net/GDB/show_report.asp?id=24881
http://www.bfro.net/GDB/show_report.asp?id=1293
http://www.bfro.net/GDB/show_report.asp?id=1346
http://www.bfro.net/GDB/show_report.asp?id=1294
http://www.bfro.net/GDB/show_report.asp?id=1292
http://www.bfro.net/GDB/show_report.asp?id=1291
http://www.bfro.net/GDB/show_report.asp?id=27959
http://www.bfro.net/GDB/show_report.asp?id=13267
http://www.bfro.net/GDB/show_report.asp?id=25857
http://www.bfro.net/GDB/show_report.asp?id=1347
http://www.bfro.net/GDB/show_report.asp?id=1561
http://www.bfro.net/GDB/show_report.asp?id=23134
http://www.bfro.net/GDB/show_report.asp?id=1615
http://www.bfro.net/GDB/show_report.asp?id=31992
http://www.bfro.net/GDB/show_report.asp?id=25670
http://www.bfro.net/GDB/show_report.asp?id=45347
http://www.bfro.net/GDB/show_report.asp?id=41704
http://www.bfro.net/GDB/show_report.asp?id=43491
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Baker
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Benton
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Clackamas
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Clatsop
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Columbia
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Coos
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Crook
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Curry
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Deschutes
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Douglas
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Grant
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Harney
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Hood+River
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Jackson
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Jefferson
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Josephine
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Klamath
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Lake
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Lane
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Lincoln
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Linn
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Marion
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Morrow
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Multnomah
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Polk
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Tillamook
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Umatilla
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Union
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Wallowa
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Wasco
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Washington
http://www.bfro.net/GDB/show_county_reports.asp?state=or&county=Yamhill
http://www.bfro.net/GDB/show_report.asp?id=25415
http://www.bfro.net/GDB/show_report.asp?id=23214
http://www.bfro.net/GDB/show_report.asp?id=29455
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Brown
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Corson
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Custer
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Dewey
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Gregory
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Jackson
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Lawrence
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Meade
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Pennington
http://www.bfro.net/GDB/show_county_reports.asp?state=sd&county=Shannon

In [43]:
pickle.dump(details, open('details.pkl', 'wb'))

In [27]:
details = pickle.load(open('details.pkl', 'rb'))

In [55]:
urls = []
for key in details.keys():
    detail = details[key]
    b = soup.BeautifulSoup(detail)
    links = b.findAll('a')
    for link in links:
        href = link.get('href')
        if href is not None and href.find('show_report.asp')==0:
                urls.append(href)

In [61]:
len(detail_pages)


Out[61]:
3424

In [63]:
detail_pages = {}
for url in set(urls):
    try:
        check = detail_pages[url]
    except KeyError:
        print url
        r = requests.get('http://www.bfro.net/GDB/' + url)
        detail_pages[url] = r.text
        time.sleep(1)


show_report.asp?id=11771
show_report.asp?id=26196
show_report.asp?id=32696
show_report.asp?id=8376
show_report.asp?id=3822
show_report.asp?id=3820
show_report.asp?id=3826
show_report.asp?id=13729
show_report.asp?id=12802
show_report.asp?id=4676
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show_report.asp?id=7954
show_report.asp?id=4672
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show_report.asp?id=23018
show_report.asp?id=32634
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show_report.asp?id=36618
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show_report.asp?id=1228
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show_report.asp?id=12803
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show_report.asp?id=5076
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show_report.asp?id=8978
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show_report.asp?id=17259
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show_report.asp?id=39268
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show_report.asp?id=1370
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show_report.asp?id=24137
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show_report.asp?id=28954
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show_report.asp?id=20833
show_report.asp?id=22981
show_report.asp?id=18823
show_report.asp?id=12576
show_report.asp?id=1853
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show_report.asp?id=1407
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show_report.asp?id=24224
show_report.asp?id=43399
show_report.asp?id=28210
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show_report.asp?id=23120
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show_report.asp?id=6194
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show_report.asp?id=33098
show_report.asp?id=1079
show_report.asp?id=9231
show_report.asp?id=31062
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show_report.asp?id=43553
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show_report.asp?id=10863
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show_report.asp?id=25265
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In [64]:
pickle.dump(detail_pages, open('detail_pages.pkl', 'wb'))

In [66]:
detail_pages = pickle.load(open('detail_pages.pkl', 'rb'))

In [133]:
rows = []
for st in details.keys():
    page = details[st]
    b = soup.BeautifulSoup(page)
    if st.find('show_county_reports.asp')==0:
        continue
    elif st.find('show_report.asp')==0:
        report_num = b.find('span', {'class': 'reportheader'}).text.split('#')[1].strip()
        classification = b.find('span', {'class': 'reportclassification'}).text.replace('(Class ', '').replace(')', '').strip()
        submit_by = b.findAll('span', {'class': 'field'})[0].text.replace(' ', ' ')
        title = b.findAll('span', {'class': 'field'})[1].text.replace(' ', ' ')

        year = ''
        season = ''
        month = ''
        date = ''
        state = ''
        county = ''
        location = ''
        town = ''
        road = ''
        also_noticed = ''
        other_witnesses = ''
        other_stories = ''
        time_condition = ''
        environment = ''
        country = 'us'
        ps = b.findAll('p')
        investigator = ''
        for p in ps:
            field = p.find('span', {'class': 'field'})
            if field:
                arr = p.text.split(':')
                if arr[0]=="YEAR":
                    year = arr[1]
                if arr[0]=="SEASON":
                    season = arr[1]
                if arr[0]=="MONTH":
                    month = arr[1]
                if arr[0]=="DATE":
                    date = arr[1]
                if arr[0]=="STATE":
                    state = arr[1]
                if arr[0]=="PROVINCE":
                    state = arr[1]
                    country = 'canada'
                if arr[0]=="COUNTY":
                    county = arr[1]
                if arr[0]=="LOCATION DETAILS":
                    location = arr[1]
                if arr[0]=="NEAREST TOWN":
                    town = arr[1]
                if arr[0]=="NEAREST ROAD":
                    road = arr[1]
                if arr[0]=="ALSO NOTICED":
                    also_noticed = arr[1]
                if arr[0]=="OTHER WITNESSES":
                    other_witnesses = arr[1]
                if arr[0]=="OTHER STORIES":
                    other_stories = arr[1]
                if arr[0]=="TIME AND CONDITIONS":
                    time_condition = arr[1]
                if arr[0]=="ENVIRONMENT":        
                    environment = arr[1]
            slug = 'Follow-up investigation report by '
            if p.text.find(slug) == 0:
                investigator =p.text.replace(slug, '')

        row = [report_num, classification, submit_by, title, year, season, month, date, state, county, country, location, town, road, also_noticed, other_witnesses, other_stories, time_condition, environment, investigator]
        rows.append(row)

In [134]:
print len(rows)


405

In [140]:
df.to_csv('details_cleaned.csv', sep='\t', encoding='utf-8')

In [142]:
df2 = pd.read_csv('details_cleaned.csv', sep='\t')

In [268]:
r = requests.get('https://en.wikipedia.org/wiki/List_of_Canadian_provinces_and_territories_by_population')
b = soup.BeautifulSoup(r.text)

In [269]:
df3 = pd.read_html(str(b.findAll('table')[2]))[0]
df3 = df3[[1,6,10]]
df3 = df3[1:]
df3.columns = ['state', 'pop_per_km_2', 'perc_pop']
df3 = df3[df3.state!='Canada']
df3['perc_pop'] = df3['perc_pop'].apply(lambda x: float(x.replace('%', ''))/100)
df3['abbrev'] = ''
df3.ix[df3.state=='Yukon', 'abbrev'] = 'ca-yu'
df3.ix[df3.state=='British Columbia', 'abbrev'] = 'ca-bc'
df3.ix[df3.state=='New Brunswick', 'abbrev'] = 'ca-nb'
df3.ix[df3.state=='Alberta', 'abbrev'] = 'ca-al'
df3.ix[df3.state=='Saskatchewan', 'abbrev'] = 'ca-sk'
df3.ix[df3.state=='Manitoba', 'abbrev'] = 'ca-mn'
df3.ix[df3.state=='Quebec', 'abbrev'] = 'ca-qu'
df3.ix[df3.state=='Ontario', 'abbrev'] = 'ca-on'
canada = df3.copy()

In [270]:
r = requests.get('https://en.wikipedia.org/wiki/List_of_U.S._states_by_population_density')
b = soup.BeautifulSoup(r.text)

In [273]:
df3 = pd.read_html(str(b.findAll('table')[3]))[0]
df3 = df3[[0,2,4]]
df3 = df3[1:]
df3.columns = ['state', 'pop_per_km_2', 'perc_pop']
df3['perc_pop'] = df3['perc_pop'].apply(lambda x: float(x.split('!')[1].replace(',', '')))
df3['pop_per_km_2'] = df3['pop_per_km_2'].apply(lambda x: float(x.split('!')[1].replace(',', '')))
df3['state'] = df3['state'].apply(lambda x: x.split('!')[1].strip())
# convert mi to km
# convert pop to perc
df3 = df3[df3.perc_pop <= 38332521]
df3 = df3[df3.state != 'West South Central']
df3 = df3[df3.state != 'West North Central']
df3 = df3[df3.state != 'East South Central']
df3 = df3[df3.state != 'Mountain']
df3 = df3[df3.state != 'New England']
df3 = df3[df3.state != 'Total Territories']
df3['abbrev'] = ''
df3['perc_pop'] = df3['perc_pop'] / sum(df3['perc_pop'])
df3['pop_per_km_2'] = df3['pop_per_km_2'] * 1.60934

In [275]:
df3['cpop'] = 318900000
canada['cpop'] = 35160000

In [276]:
df4 = df3.append(canada)
df4.to_csv('pop_data.csv', sep='\t', index=False)