├── .gitignore ├── README.md ├── beautify_results.py ├── complete_page.py ├── direct_example.py ├── grab_tax_list.py ├── grab_tax_raw.py ├── graph_tax.R ├── mechanize_example.py ├── requirements.txt ├── retailers.png ├── sales.png └── taxes.csv /.gitignore: -------------------------------------------------------------------------------- 1 | *.*~ 2 | 3 | *\# 4 | .Rhistory 5 | *.py[co] 6 | 7 | # Packages 8 | *.egg 9 | *.egg-info 10 | dist 11 | build 12 | eggs 13 | parts 14 | bin 15 | var 16 | sdist 17 | develop-eggs 18 | .installed.cfg 19 | 20 | # Installer logs 21 | pip-log.txt 22 | 23 | # Unit test / coverage reports 24 | .coverage 25 | .tox 26 | 27 | #Translations 28 | *.mo 29 | 30 | #Mr Developer 31 | .mr.developer.cfg 32 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | Requirements 2 | === 3 | In order to go through this tutorial, you need to have 4 | 5 | * Python 2.6 or 2.7 6 | * the python library BeautifulSoup 7 | * the python library mechanize 8 | 9 | An Introduction to Scraping 10 | ==== 11 | 12 | 13 | # What's the question? 14 | 15 | Say we are interested in consumer spending in Chicago. We'd like to know how total level of spending changes over time 16 | as well as how Chicagoans shift what they spend their money on. Maybe we are interested because it its an indicator 17 | of future changes or maybe its connects to some theory we would like to test. A typical source, like 18 | the national [Consumer Expenditure Survey](http://en.wikipedia.org/wiki/Consumer_Expenditure_Survey), can't really tell 19 | us that much about Chicago consumers. 20 | 21 | Happily, Illinois's Department of Revenue publishes quarterly sales tax revenue by municipality or county and 22 | breaks out revenue by industrial classifications groupings. Unfortunately, these data are not nicely packaged and 23 | ready for download. They are only available online through a Department of Revenue 24 | website: https://www.revenue.state.il.us/app/kob/index.jsp 25 | 26 | We can scrape that website, but before we start we need to make sure that it's worth it. Is it a reasonable to 27 | assume that tax revenue is an indicator of consumer spending? Is the data too aggregated? If we had all the data, 28 | is the question worth answering? What is the minimum amount of data that I need to see if it's worth scraping 29 | more? 30 | 31 | If you have, a clear idea what question the scraping will answer, it is more likely that the scraping will be worthwhile, 32 | and it will also often simplify the task. 33 | 34 | # Is scraping the best way to get the data? 35 | 36 | Let's assume that we decide that we want this data. How should we go about getting it? 37 | 38 | The best, fastest, and easiest thing to do is often to just ask for it. Poke around the Department of Revenue site and 39 | you can find contact information for someone who can probably send you the data. 40 | 41 | # Am I allowed to scrape the data? 42 | 43 | If we don't go down that route then we ask, 'Am I allowed to scrape this data?' 44 | 45 | Many websites have terms of services that describe what they want you to do and not do. For example Google's, 46 | says "Don’t misuse our Services. For example, don’t interfere with our Services or try to access them using a 47 | method other than the interface and the instructions that we provide." This means, among other things, don't program 48 | your own scraper for google.com. 49 | 50 | Whether or not you have ever read them, much less explicitly agreed to these terms, a properly written terms of 51 | service is an enforcable contract, and if you violate those terms you could be sued. It's up to you to find out 52 | whether scraping a site is prohibited. 53 | 54 | On the state's site, I could not find any prohibition against scraping the site in the 55 | [Legal Notices](http://tax.illinois.gov/AboutIdor/LegalNotices.htm) page or anywhere else. 56 | 57 | # Let's do this! 58 | Let's go to the tantalizingly named [Standard Industrial Classification (SIC) Code Reporting](https://www.revenue.state.il.us/app/kob/index.jsp), 59 | and click on the link to 'Specific Muncipalities and Counties.' We get a page that has a form where we can select a 60 | reporting period, a municipal or county government, and a tax type. Let's keep the default for the reporting period and 61 | select 'Chicago' from the drop down list 'Municipal or County Government Name'. Then click 'Start Search.' 62 | 63 | If all goes well, we get a page that shows us Chicago's tax information for the most recent reporting period. 64 | 65 | Our task is to write a computer program that 66 | 67 | 1. Requests Chicago's tax information for every reporting period 68 | 2. Extracts the relevant data from the results of those requests 69 | 70 | So, we need to understand how make requests and how responses tends to be organized on the web. 71 | 72 | ## What's the request? 73 | Let's hit the back button, and let's look at the address. 74 | 75 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific 76 | 77 | then, let's go forward and look at the address for our search results 78 | 79 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20122&m=0160001&c=000&t=00&x=95&y=12 80 | 81 | The first part is the same, but there's a bunch more stuff in the search result address. That stuff, 82 | starting with the '?,' is a request 83 | 84 | r=Specific&p=20122&m=0160001&c=000&t=00&x=95&y=12 85 | 86 | We are saying to some program on their end, 'Give me the resource that corresponds 87 | to a request with the following parameters.' 88 | 89 | r : Specific 90 | p : 20122 91 | m : 0160001 92 | c : 000 93 | t : 00 94 | x : 95 95 | y : 12 96 | 97 | Let's try changing some of these parameters. First let's see if we need all of them. 98 | 99 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20122&m=0160001&c=000&t=00&x=95&y=12 100 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20122&m=0160001&c=000&t=00&x=95 101 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20122&m=0160001&c=000&t=00 102 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20122&m=0160001&c=000 103 | https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20122&m=0160001 104 | https://www.revenue.state.il.us/app/kob/KOBReport?p=20122&m=0160001 105 | 106 | All these requests return the same results. So, it looks like that the only parameters we have to worry about are 107 | 'p' and 'm.' 108 | 109 | At this point, some of you maybe guessing that 'p' is the period value, where the first four digits of the 110 | value are the year and the last digit is the reporting period. Let's try out that theory. 111 | 112 | https://www.revenue.state.il.us/app/kob/KOBReport?p=20121&m=0160001 113 | https://www.revenue.state.il.us/app/kob/KOBReport?p=20111&m=0160001 114 | 115 | The first request does give us the tax information for the first quarter of 2012 and the second gives us the information 116 | for the first quarter of 2011. So, it looks like we know how to request different years and quarters. 117 | 118 | Looks like 'm' might be the municipal identifier, and if we try to change it we don't get information about Chicago. 119 | 120 | https://www.revenue.state.il.us/app/kob/KOBReport?p=20122&m=0160002 121 | 122 | However, it's not clear whether there is any logic to having Chicago be '0160001.' 123 | 124 | So now, we actually know enough that we can request the tax information for arbitrary reporting periods without 125 | having to use the form. However, we still don't know the range of reporting periods or how to ask for tax information 126 | for other places. We'll return to these issue after we talk a little bit about HTML and extracting information from 127 | web pages. 128 | 129 | ## Parsing Results 130 | When we make a valid request to a website, it responds with an blob of text that is an HTML document. HTML is a 131 | mixture of text and a directions of how to layout that text. Your browser interprets those directions and makes 132 | pretty and complicated things for you, but it all starts with the HTML that the website sent you. 133 | Let's look at some of HTML right now. 134 | 135 | On a [results page](https://www.revenue.state.il.us/app/kob/KOBReport?p=20122&m=0160001). If you have a two button 136 | mouse click on the page with your left button. If you have a Mac, CMD-Click. You should see a menu that has an option called 137 | 'View Source.' Select it. See... it's just a bunch of text. 138 | 139 | ### Basics of HTML 140 | Some pieces of text are enclosed in angle brackets: <>. These are called tags and are directions on how to layout the site. 141 | Most tags come in pairs, which are called start and end tags. For example the paragraph tag is `

`, and the way 142 | that you say that bunch of sentences are a paragraph are to put them between opening and closing paragraph tags: 143 | 144 | ```html 145 |

This is a pretty short paragraph

146 | ``` 147 | 148 | Some tags have additional options, like the link tag `` if this tag has an `href` option (standing for hypertext 149 | reference), then the enclosed text will be a clickable link to the value of the `href` option. 150 | 151 | ```html 152 | This text will be shown clickable as a link to http://google.com 153 | ``` 154 | One important consequence of tags coming in start and end pairs is that an HTML document can be modeled as a hierarchy. 155 | Everything between a start and close tag can be seen as *child* of that tag. For example the short HTML document 156 | 157 | ```html 158 | 159 | 160 | 161 | Example of Hierarchy 162 | 163 | 164 | 165 |

166 | A short paragraph with a link. 167 |

168 |

169 | Another short paragraph 170 |

171 | 172 | 173 | ``` 174 | 175 | can be seen as having this hierachy 176 | ``` 177 | html 178 | - head (child of html) 179 | - title (child of head, grandchild of head) 180 | - body (child of html) 181 | - p (chid of body, grandchild of html) 182 | - a (child of p, grandchild of body, great-grandchild of html) 183 | - p (chid of body, grandchild of html) 184 | ``` 185 | 186 | This hierarchy is very useful because it means that we can refer unambiguously to every element of an HTML document. 187 | If we want identify the last paragraph, we can refer to it as the second child of the second child of the html tag. 188 | 189 | ## Back to the Source 190 | Alright let's return to the source of our results page and see what we can learn. First let's find the `
` tag. Notice 191 | that is has a name attribute 'Query1'. Next notice that there is a ` 198 | 199 | 200 | 258 | ``` 259 | 260 | Our first script will grab all the parts of page that have that pattern. 261 | 262 | python grab_tax_raw.py 263 | 264 | Well that worked. Let's extend this a little bit py processing the text inside the `
201 | Report Period: 202 | 215 | ``` 216 | 217 | We can learn a few more things from the source. First, for the quarterly reports, the value of 'p' is the year and 218 | quarter as we suspected. However we also see that sometimes the last digit is 0, and that corresonds to a yearly 219 | reporting period. We also see that the first reporting period is for the 1994 year, and that quarterly reporting 220 | seemed to start in the third quarter of 1999. 221 | 222 | Moving to the next ` 227 | 228 | 229 | 230 | ... 231 | 232 | 233 | 234 | ``` 235 | 236 | Let's move on to the data. 237 | 238 | ### Extracting the data 239 | 240 | What we would like to do is find some distinguishing pattern that lets us just grab the data we want. 241 | 242 | Let's start by noticing that the revenue data are enclosed in `` tags and that these tags have some arguments. 243 | 244 | ```html 245 | 246 |
ST
b 247 | 18,887,148.64
248 | 16,185,354.22
249 | 62,117,172.52
250 | 17,352,693.36
251 | 14,166,524.92
252 | 7,891,375.77
253 | 32,494,883.62
254 | 29,752,400.16
255 | 20,989,444.21
256 | 4,220,617.81
257 | 224,057,615.23

` tags and get the an array of 265 | the revenues. For this we are going to do some simple string processing. 266 | 267 | python grab_tax_list.py 268 | 269 | We are close, but notice that the same tax name appears more than once. The results reports the the Chicago taxes that are 270 | collected from retailers located in Cook County separately from the retailers located in DuPage count (it's just few by O'Hare). 271 | Going back to the source we can see that these two sets of results are in sibling tables. The opening tags have the form 272 | 273 | ```html 274 | 275 | ``` 276 | 277 | This is a little hard to see because of the formatting of the source. Fortunately, BeautifulSoup can pretty the 278 | source up for us, so the hierarchy is easier to see. 279 | 280 | python beautify_results.py 281 | 282 | We'll want to grab the county info, and the number of taxpayers while we are at it. 283 | 284 | python complete_page.py 285 | 286 | 287 | So we have all the results from one page. Now let's grab all the pages, and write the results into a comma delimited file 288 | we'll call `taxes.csv`. 289 | 290 | python direct_example.py 291 | 292 | ## Payoff 293 | Once we have the `taxes.csv`, the scraping is done and we move on to do whatever we wanted to do with the data in 294 | the first place. Let's make some simple graphs. 295 | 296 | ![Sales](https://github.com/fgregg/scraping-intro/raw/master/sales.png) 297 | ![Sales](https://github.com/fgregg/scraping-intro/raw/master/retailers.png) 298 | 299 | # More topics and resources 300 | 301 | * [Post Requests](http://en.wikipedia.org/wiki/POST_%28HTTP%29): We discussed one of the major ways of making requests to websites -- encoding the request in the addres. We 302 | can also make requests in what are called the message bodies. Many, more complicated websites use this other POST method. It 303 | can be pretty tricky to figure out exactly what the right POST request is. Tools like [Firebug](http://getfirebug.com/) 304 | or [Chrome Developer Tools](https://developers.google.com/chrome-developer-tools/) are invaluable in tracing what 305 | requests get what results. 306 | * [ScraperWiki](https://scraperwiki.com/) is a repository of scraping programs. You can find many useful patterns and inspiration here. 307 | * [Open Gov Hack Night](http://opengovhacknight.eventbrite.com/): Every Tuesday at 1871 in the Merchandise Mart, Chicago developers working with open data get together to work on projects 308 | and learn from each other. Many folks have written many scrapers, and you can get some good help here. 309 | 310 | 311 | 312 | -------------------------------------------------------------------------------- /beautify_results.py: -------------------------------------------------------------------------------- 1 | import urllib2 2 | from BeautifulSoup import BeautifulSoup 3 | 4 | # Our url 5 | address ='https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20121&m=0160001' 6 | 7 | # Read in the response to a HTTP request 8 | response = urllib2.urlopen(address).read() 9 | 10 | soup = BeautifulSoup(response) 11 | 12 | print soup.prettify() 13 | -------------------------------------------------------------------------------- /complete_page.py: -------------------------------------------------------------------------------- 1 | import urllib2 2 | from BeautifulSoup import BeautifulSoup 3 | 4 | # Our url 5 | address ='https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20121&m=0160001' 6 | 7 | # Read in the response to a HTTP request 8 | response = urllib2.urlopen(address).read() 9 | 10 | # BeautifulSoup is a very nice library for parsing HTML and walking 11 | # through an HTML document hierarchy 12 | soup = BeautifulSoup(response) 13 | 14 | tables = soup.fetch('table', {'cellspacing':'3'}) 15 | # the first table is the form 16 | 17 | tax_info = [] 18 | for table in tables[1:] : 19 | taxes = table.fetch('td', {'align':'right', 'valign':'top'}) 20 | tax_list = [] 21 | for tax in taxes : 22 | tax_name = tax.contents[1].text 23 | 24 | tax_rows = str(tax) 25 | tax_rows = tax_rows.replace('
', '') 26 | tax_rows = tax_rows.replace('', '') 27 | tax_rows = tax_rows.replace(',', '') 28 | tax_rows = tax_rows.split('\n') 29 | 30 | amounts = tax_rows[2:] 31 | 32 | tax_list.append((tax_name, amounts)) 33 | 34 | 35 | heading = table.fetch('table', {'width':'600'})[0] 36 | 37 | headers = [] 38 | for header in heading.fetch('td') : 39 | header_text = header.text 40 | if 'Number of Taxpayers' in header_text : 41 | num_tax_payers = header_text.split(':') 42 | num_tax_payers = num_tax_payers[1] 43 | num_tax_payers = num_tax_payers.strip() 44 | num_tax_payers = num_tax_payers.replace(',','') 45 | 46 | headers.append(num_tax_payers) 47 | else: 48 | headers.append(header_text) 49 | 50 | 51 | tax_info.append((headers, tax_list)) 52 | 53 | 54 | for county in tax_info : 55 | print county[0] 56 | for tax in county[1] : 57 | print '\t', tax 58 | 59 | -------------------------------------------------------------------------------- /direct_example.py: -------------------------------------------------------------------------------- 1 | import csv 2 | import urllib2 3 | import time 4 | from BeautifulSoup import BeautifulSoup 5 | 6 | column_names = ['municipality', 7 | 'county', 8 | 'number_taxpayers', 9 | 'tax_type', 10 | 'year', 11 | 'quarter', 12 | 'general_merchandise', 13 | 'food', 14 | 'drinking_and_eating_places', 15 | 'apparel', 16 | 'furniture_and_hh_and_radio', 17 | 'lumber_bldg_hardware', 18 | 'automotive_and_filling_stations', 19 | 'drugs_and_misc_retail', 20 | 'agriculture_and_all_others', 21 | 'manufacturers', 22 | 'total'] 23 | 24 | with open('taxes.csv', 'w') as csvfile: 25 | csvwriter = csv.writer(csvfile) 26 | csvwriter.writerow(column_names) 27 | 28 | 29 | 30 | 31 | 32 | for year in range(1999,2013) : 33 | for quarter in range(1,5) : 34 | url = str('https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=' 35 | + str(year) 36 | + str(quarter) 37 | + '&m=0160001') 38 | 39 | response = urllib2.urlopen(url) 40 | 41 | soup = BeautifulSoup(response.read()) 42 | 43 | tables = soup.fetch('table', {'cellspacing':'3'}) 44 | # the first table is the form 45 | 46 | tax_info = [] 47 | for table in tables[1:] : 48 | taxes = table.fetch('td', {'align':'right', 'valign':'top'}) 49 | tax_list = [] 50 | for tax in taxes : 51 | tax_name = tax.contents[1].text 52 | 53 | tax_rows = str(tax) 54 | tax_rows = tax_rows.replace('
', '') 55 | tax_rows = tax_rows.replace('', '') 56 | tax_rows = tax_rows.replace(',', '') 57 | tax_rows = tax_rows.split('\n') 58 | 59 | amounts = tax_rows[2:] 60 | 61 | tax_list.append((tax_name, amounts)) 62 | 63 | 64 | heading = table.fetch('table', {'width':'600'})[0] 65 | 66 | headers = [] 67 | for header in heading.fetch('td') : 68 | header_text = header.text 69 | if 'Number of Taxpayers' in header_text : 70 | num_tax_payers = header_text.split(':') 71 | num_tax_payers = num_tax_payers[1] 72 | num_tax_payers = num_tax_payers.strip() 73 | num_tax_payers = num_tax_payers.replace(',','') 74 | 75 | headers.append(num_tax_payers) 76 | else: 77 | headers.append(header_text) 78 | 79 | 80 | tax_info.append((headers, tax_list)) 81 | 82 | print url 83 | print tax_info 84 | 85 | 86 | 87 | with open('taxes.csv', 'a') as csvfile: 88 | csvwriter = csv.writer(csvfile) 89 | 90 | for tax_body in tax_info : 91 | muni, county, num_taxpayers = tax_body[0] 92 | for taxes in tax_body[1] : 93 | tax_row = [muni, county, num_taxpayers, taxes[0], year, quarter] 94 | tax_row.extend(taxes[1]) 95 | print tax_row 96 | csvwriter.writerow(tax_row) 97 | 98 | # pause for a few seconds before making the next request 99 | time.sleep(5) 100 | -------------------------------------------------------------------------------- /grab_tax_list.py: -------------------------------------------------------------------------------- 1 | import urllib2 2 | from BeautifulSoup import BeautifulSoup 3 | 4 | # Our url 5 | address ='https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20121&m=0160001' 6 | 7 | # Read in the response to a HTTP request 8 | response = urllib2.urlopen(address).read() 9 | 10 | # BeautifulSoup is a very nice library for parsing HTML and walking 11 | # through an HTML document hierarchy 12 | soup = BeautifulSoup(response) 13 | 14 | ## We want to grab all the td elements like the one below 15 | ## 16 | ## 29 | taxes = soup.fetch('td', {'align':'right', 'valign':'top'}) 30 | 31 | tax_list = [] 32 | for tax in taxes : 33 | # The element corresponding to the name of the tax is the second 34 | # child of the TD element (Python indexes start with 0) It's not the 35 | # first element because BeautifulSoup considers newlines, '\n', and 36 | # there is a newline before
37 | # 38 | #
ST
39 | # 40 | # in BeautifulSoup the .text method returns all the text enclosed by 41 | # start and closing tags 42 | tax_name = tax.contents[1].text 43 | 44 | # We turn the BeautifulSoup element into a simple string that looks 45 | # like 46 | #
59 | tax_rows = str(tax) 60 | 61 | # remove the non-informative strings from the tax_rows string 62 | tax_rows = tax_rows.replace('
', '') 63 | tax_rows = tax_rows.replace('', '') 64 | tax_rows = tax_rows.replace(',', '') 65 | 66 | #print tax_rows 67 | 68 | # split the string into a list at the newlines 69 | tax_rows = tax_rows.split('\n') 70 | 71 | # the first two elements correspond to the first td tag 72 | # and the tax name element which we already got 73 | amounts = tax_rows[2:] 74 | 75 | tax_list.append((tax_name, amounts)) 76 | 77 | print tax_list 78 | 79 | 80 | -------------------------------------------------------------------------------- /grab_tax_raw.py: -------------------------------------------------------------------------------- 1 | import urllib2 2 | from BeautifulSoup import BeautifulSoup 3 | 4 | # Our url 5 | address ='https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific&p=20121&m=0160001' 6 | 7 | # Read in the response to a HTTP request 8 | response = urllib2.urlopen(address).read() 9 | 10 | # BeautifulSoup is a very nice library for parsing HTML and walking 11 | # through an HTML document hierarchy 12 | soup = BeautifulSoup(response) 13 | 14 | ## We want to grab all the td elements like the one below 15 | ## 16 | ## 29 | taxes = soup.fetch('td', {'align':'right', 'valign':'top'}) 30 | 31 | for tax in taxes : 32 | print tax 33 | print 34 | 35 | 36 | -------------------------------------------------------------------------------- /graph_tax.R: -------------------------------------------------------------------------------- 1 | taxes <- read.csv("taxes.csv", header=TRUE) 2 | 3 | chicago_rate = c(rep(.01, 24), rep(.0125, 28)) 4 | 5 | chicago_tax <- taxes[taxes$tax_type == "HMR",] 6 | 7 | chicago_total <- aggregate(chicago_tax$total, 8 | by=list(paste(chicago_tax$year, 9 | chicago_tax$quarter)), 10 | FUN=sum) 11 | 12 | chicago_total <- ts(chicago_total$x, c(1999,3), c(2012,2), 4) 13 | chicago_total <- chicago_total/chicago_rate 14 | 15 | 16 | plot(chicago_total/1000000000, ylab="Dollars, billions", main="Taxable Sales in Chicago") 17 | 18 | chicago_payers <- aggregate(chicago_tax$number_taxpayers, 19 | by=list(paste(chicago_tax$year, 20 | chicago_tax$quarter)), 21 | FUN=sum) 22 | 23 | chicago_payers <- ts(chicago_payers$x, c(1999,3), c(2012,2), 4) 24 | 25 | plot(chicago_payers, main="Retailers in Chicago") 26 | -------------------------------------------------------------------------------- /mechanize_example.py: -------------------------------------------------------------------------------- 1 | import mechanize 2 | from BeautifulSoup import BeautifulSoup 3 | 4 | br = mechanize.Browser() 5 | br.set_handle_robots(False) 6 | 7 | br.open('https://www.revenue.state.il.us/app/kob/KOBReport?r=Specific') 8 | 9 | br.select_form('Query1') 10 | br.form['p'] = ['20121'] 11 | br.form['m'] = ['0160001'] 12 | br.submit() 13 | 14 | soup = BeautifulSoup(br.response().read()) 15 | 16 | print soup.prettify() 17 | 18 | 19 | 20 | 21 | 22 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | BeautifulSoup 2 | mechanize 3 | -------------------------------------------------------------------------------- /retailers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fgregg/scraping-intro/ec8606bb59f04689fa3c093fa5522fc5b7632c81/retailers.png -------------------------------------------------------------------------------- /sales.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fgregg/scraping-intro/ec8606bb59f04689fa3c093fa5522fc5b7632c81/sales.png -------------------------------------------------------------------------------- /taxes.csv: -------------------------------------------------------------------------------- 1 | municipality,county,number_taxpayers,tax_type,year,quarter,general_merchandise,food,drinking_and_eating_places,apparel,furniture_and_hh_and_radio,lumber_bldg_hardware,automotive_and_filling_stations,drugs_and_misc_retail,agriculture_and_all_others,manufacturers,total 2 | Chicago,Cook County,27776,ST,1999,3,16705752.05,10852723.49,41165599.02,14146355.68,9921748.35,8074102.18,30431330.27,23077247.85,28909307.95,5419413.06,188703579.90 3 | Chicago,Cook County,27776,MT,1999,3,3441629.98,7209429.85,8496375.79,2831806.97,1990770.32,1615981.56,6150577.52,6537037.00,6136855.38,1177951.04,45588415.41 4 | Chicago,Cook County,27776,HMR,1999,3,3339921.31,2164270.23,8198507.65,2819063.29,1968259.76,1613235.94,1903714.77,4598359.14,5523342.93,1067595.06,33196270.08 5 | Chicago,Cook County,27776,CHMR,1999,3,2504807.05,1622720.26,6147004.89,2113484.61,1474874.16,1209277.78,1424514.05,3446778.21,4130421.95,797380.12,24871263.08 6 | Chicago,Cook County,27776,MPEA,1999,3,25751.96,279190.22,4279563.19,48720.00,,215.00,14682.00,57172.97,706566.76,11443.77,5423305.87 7 | Chicago,Cook County,27776,RTA,1999,3,2606385.06,6664215.26,6415611.28,2118975.28,1493477.81,1211288.80,4630030.44,5382456.54,4682529.88,907651.40,36112621.75 8 | Chicago,Cook County,27776,SRTA,1999,3,835034.84,541485.45,2055925.58,706931.15,493946.01,403653.98,1520065.26,1151569.01,1444278.09,267795.60,9420684.97 9 | Chicago,DuPage County,23,ST,1999,3,,,,,,,,465.90,1411.42,5634.99,43530.23 10 | Chicago,DuPage County,23,MT,1999,3,,,,,,,,-113.91,226.94,1163.99,8480.38 11 | Chicago,DuPage County,23,HMR,1999,3,,,,,,,,93.08,219.98,1126.02,3438.67 12 | Chicago,DuPage County,23,CST,1999,3,,,,,,,,23.24,55.93,281.74,2161.61 13 | Chicago,DuPage County,23,RTA,1999,3,,,,,,,,-28.52,71.29,290.70,2133.60 14 | Chicago,Cook County,32186,ST,1999,4,23140396.76,11424373.93,41213276.03,17368930.76,11968003.66,7436752.67,28280985.79,28226365.95,30324203.31,6262629.36,205645918.22 15 | Chicago,Cook County,32186,MT,1999,4,4790215.16,7766822.84,8543773.48,3477994.69,2400245.42,1488880.65,5716328.55,7778952.47,6425341.00,1383783.47,49772337.73 16 | Chicago,Cook County,32186,HMR,1999,4,4626194.35,2279385.87,8206565.70,3465772.86,2385930.50,1487023.43,1879045.05,5636631.42,5846492.80,1247174.58,37060216.56 17 | Chicago,Cook County,32186,CHMR,1999,4,3469575.97,1708921.22,6153733.37,2598007.24,1784745.21,1114525.37,1408082.17,4212738.81,4356280.54,927996.89,27734606.79 18 | Chicago,Cook County,32186,MPEA,1999,4,48014.00,271965.09,4788226.83,53241.91,,359.00,18333.59,57664.00,504359.61,7442.24,5749606.27 19 | Chicago,Cook County,32186,RTA,1999,4,3633375.29,7192389.53,6465864.26,2604189.43,1799407.63,1116776.08,4303365.16,6366579.14,4907781.94,1070020.52,39459748.98 20 | Chicago,Cook County,32186,SRTA,1999,4,1156624.93,570072.88,2058604.30,868414.39,598162.74,371802.03,1412444.74,1410224.32,1508329.95,312411.65,10267091.93 21 | Chicago,DuPage County,30,ST,1999,4,,,,,,,,5647.87,5130.83,5188.71,35581.81 22 | Chicago,DuPage County,30,MT,1999,4,,,,,,,,1164.33,1033.35,1089.70,7209.82 23 | Chicago,DuPage County,30,HMR,1999,4,,,,,,,,1129.33,1018.95,1037.67,3790.74 24 | Chicago,DuPage County,30,CST,1999,4,,,,,,,,282.31,256.41,259.43,1778.52 25 | Chicago,DuPage County,30,RTA,1999,4,,,,,,,,290.95,258.24,272.37,1801.79 26 | Chicago,Cook County,28860,ST,2000,1,14828532.37,10475098.21,37593956.65,11925064.52,10076637.32,6773676.88,27126704.64,22782636.92,23477706.06,5375377.57,170435391.14 27 | Chicago,Cook County,28860,MT,2000,1,3091981.01,7281640.05,7955271.96,2385185.05,2019668.03,1355410.06,5480333.94,6653318.90,5113510.64,1206583.20,42542902.84 28 | Chicago,Cook County,28860,HMR,2000,1,2965442.42,2089125.14,7473465.31,2375712.75,2004396.28,1353041.36,1860328.07,4543603.52,4528289.15,1071770.95,30265174.95 29 | Chicago,Cook County,28860,CHMR,2000,1,2224080.18,1565652.13,5603709.54,1780733.36,1502179.49,1014297.27,1393081.46,3388553.23,3388772.97,799040.03,22660099.66 30 | Chicago,Cook County,28860,MPEA,2000,1,14668.60,218539.33,3612764.26,33895.00,,272.00,14363.00,41872.83,415043.63,5399.28,4356817.93 31 | Chicago,Cook County,28860,RTA,2000,1,2350663.64,6746673.60,6047035.84,1786296.29,1513729.56,1016055.27,4125408.18,5511544.42,3932002.58,934765.28,33964174.66 32 | Chicago,Cook County,28860,SRTA,2000,1,741416.56,522911.82,1877156.50,595352.24,502959.09,338527.91,1354258.04,1138193.09,1172333.34,268629.33,8511737.92 33 | Chicago,DuPage County,24,ST,2000,1,,,,,,,,997.57,4683.09,3446.07,22707.18 34 | Chicago,DuPage County,24,MT,2000,1,,,,,,,,208.93,936.58,725.35,4782.40 35 | Chicago,DuPage County,24,HMR,2000,1,,,,,,,,199.46,936.40,689.16,2935.85 36 | Chicago,DuPage County,24,CST,2000,1,,,,,,,,49.81,234.12,172.27,1135.05 37 | Chicago,DuPage County,24,RTA,2000,1,,,,,,,,52.14,234.07,181.28,1193.58 38 | Chicago,Cook County,28253,ST,2000,2,16437842.91,11704711.86,45290617.74,16440259.67,11220334.62,9250522.57,32567753.20,25640673.39,28096378.02,6151064.29,202800158.27 39 | Chicago,Cook County,28253,MT,2000,2,3431471.35,7553155.31,9394072.97,3291443.75,2246265.51,1851646.01,6576482.88,7219973.87,6004721.08,1367920.69,48937153.42 40 | Chicago,Cook County,28253,HMR,2000,2,3282996.28,2334336.98,9008504.91,3277109.42,2205871.98,1848734.12,2102720.88,5119264.95,5457640.82,1222622.74,35859803.08 41 | Chicago,Cook County,28253,CHMR,2000,2,2460416.02,1748776.28,6754773.24,2457411.97,1653756.06,1385855.32,1573939.75,3815882.12,4086943.37,911136.80,26848890.93 42 | Chicago,Cook County,28253,MPEA,2000,2,95367.50,313519.51,5208321.51,61245.00,,426.00,16267.00,-9751.09,562760.97,13598.10,6261754.50 43 | Chicago,Cook County,28253,RTA,2000,2,2611156.48,6962604.07,7121626.33,2463083.72,1691379.76,1388356.69,4944132.42,5942131.34,4589574.13,1055867.72,38769912.66 44 | Chicago,Cook County,28253,SRTA,2000,2,820888.23,583822.06,2256868.85,821679.48,553049.19,462480.37,1624808.42,1280184.57,1403564.76,307247.14,10114593.07 45 | Chicago,DuPage County,31,ST,2000,2,,,,,,,,44.47,4235.75,3083.41,43432.58 46 | Chicago,DuPage County,31,MT,2000,2,,,,,,,,38.67,1208.98,659.17,9457.61 47 | Chicago,DuPage County,31,HMR,2000,2,,,,,,,,-64.96,847.02,583.37,3135.71 48 | Chicago,DuPage County,31,CST,2000,2,,,,,,,,2.16,211.73,154.16,2171.38 49 | Chicago,DuPage County,31,RTA,2000,2,,,,,,,,9.61,302.17,156.41,2355.60 50 | Chicago,Cook County,28278,ST,2000,3,15836134.80,11572111.30,45076575.66,16472804.40,11229413.12,8519768.25,27159956.56,26381936.20,28329937.46,6061923.62,196640561.37 51 | Chicago,Cook County,28278,MT,2000,3,3317603.46,7424871.26,9386074.11,3298139.31,2250167.72,1707563.08,6250973.47,7365467.34,6190595.09,1325235.90,48516690.74 52 | Chicago,Cook County,28278,HMR,2000,3,3173235.08,2339940.22,8984210.62,3285641.47,2236942.81,1705946.11,2044974.52,5135117.77,5697875.99,1210954.84,35814839.43 53 | Chicago,Cook County,28278,CHMR,2000,3,2379872.59,1754005.49,6736561.65,2464060.86,1676821.25,1278326.78,1531897.67,3828231.89,4262782.98,903569.69,26816130.85 54 | Chicago,Cook County,28278,MPEA,2000,3,77642.00,304287.90,5073068.26,53613.00,,396.00,15140.00,47476.05,620056.86,12454.72,6204134.79 55 | Chicago,Cook County,28278,RTA,2000,3,2523854.28,6834136.34,7113670.57,2469283.54,1685004.70,1281060.04,4708059.41,6050902.82,4725324.89,1021732.12,38413028.71 56 | Chicago,Cook County,28278,SRTA,2000,3,793436.16,585332.15,2251647.53,823245.71,561264.29,426535.18,1543075.83,1320969.13,1461952.97,302919.77,10070378.72 57 | Chicago,DuPage County,39,ST,2000,3,,,,,,,,1770.87,8541.31,2152.33,37336.68 58 | Chicago,DuPage County,39,MT,2000,3,,,,,,,,411.07,1766.94,524.83,7832.22 59 | Chicago,DuPage County,39,HMR,2000,3,,,,,,,,351.15,1708.11,463.67,2680.67 60 | Chicago,DuPage County,39,CST,2000,3,,,,,,,,88.46,426.98,107.59,1866.36 61 | Chicago,DuPage County,39,RTA,2000,3,,,,,,,,101.91,441.61,139.47,1965.01 62 | Chicago,Cook County,32798,ST,2000,4,21182170.86,12092895.38,43463200.24,18596268.74,11695753.54,8281932.69,26993353.13,28190857.07,27754889.91,5984890.70,204236212.26 63 | Chicago,Cook County,32798,MT,2000,4,4439007.60,8186517.78,9020193.58,3722416.49,2343561.95,1662627.34,6276523.37,7828212.24,6574994.05,1345151.75,51399206.15 64 | Chicago,Cook County,32798,HMR,2000,4,4241898.40,2450785.33,8653651.30,3712002.78,2320807.84,1658997.84,2011923.80,5629679.90,6023162.21,1193889.64,37896799.04 65 | Chicago,Cook County,32798,CHMR,2000,4,3181335.06,1837354.74,6488998.19,2783781.10,1739930.46,1243038.01,1507916.05,4218949.38,4510593.77,893204.96,28405101.72 66 | Chicago,Cook County,32798,MPEA,2000,4,102695.50,299874.12,4949616.42,61490.00,,318.00,12672.01,54004.11,501038.66,7840.87,5989549.69 67 | Chicago,Cook County,32798,RTA,2000,4,3377311.61,7562321.66,6832214.94,2788953.79,1758902.70,1246169.02,4724713.10,6415721.55,5018803.13,1043977.05,40769088.55 68 | Chicago,Cook County,32798,SRTA,2000,4,1060762.62,613267.32,2169373.58,929443.62,582148.90,415185.92,1550947.70,1409317.46,1544646.23,299110.38,10574203.73 69 | Chicago,DuPage County,34,ST,2000,4,,,,,,,,1272.24,2580.84,1535.43,15921.46 70 | Chicago,DuPage County,34,MT,2000,4,,,,,,,,265.00,577.75,610.12,3747.89 71 | Chicago,DuPage County,34,HMR,2000,4,,,,,,,,256.29,513.67,307.04,1211.26 72 | Chicago,DuPage County,34,CST,2000,4,,,,,,,,63.61,128.95,76.75,795.81 73 | Chicago,DuPage County,34,RTA,2000,4,,,,,,,,66.53,144.30,152.45,936.90 74 | Chicago,Cook County,29575,ST,2001,1,15868315.39,10955434.72,38719355.37,13712705.14,10087061.36,6642138.18,29605593.67,24725268.47,24226273.15,5614005.39,180156150.84 75 | Chicago,Cook County,29575,MT,2001,1,3343643.21,7342484.57,8072727.99,2745720.17,2019079.05,1329552.48,5999630.53,7184794.18,4910468.19,1213495.22,44161595.59 76 | Chicago,Cook County,29575,HMR,2001,1,3173470.21,2185247.38,7724535.41,2735766.76,2013144.23,1327329.64,1930925.13,4935783.06,4510474.42,1117253.24,31653929.48 77 | Chicago,Cook County,29575,CHMR,2001,1,2380101.08,1637622.47,5792411.59,2051572.45,1508503.47,994999.49,1437418.06,3700104.86,3371539.86,833513.25,23707786.58 78 | Chicago,Cook County,29575,MPEA,2001,1,77082.00,265230.76,4215854.73,45786.00,,305.00,3031.00,52548.08,377338.92,9744.03,5046920.52 79 | Chicago,Cook County,29575,RTA,2001,1,2550053.09,6792525.23,6127117.98,2057126.02,1513392.48,996899.77,4520779.84,5946591.46,3757391.91,928436.28,35190314.06 80 | Chicago,Cook County,29575,SRTA,2001,1,793417.23,546487.72,1934228.14,685177.67,504087.44,332072.97,1482737.57,1235817.83,1150820.76,280034.01,8944881.34 81 | Chicago,DuPage County,27,ST,2001,1,,,,,,,,1496.27,3074.52,5307.57,28985.50 82 | Chicago,DuPage County,27,MT,2001,1,,,,,,,,422.92,614.80,1407.04,6398.78 83 | Chicago,DuPage County,27,HMR,2001,1,,,,,,,,299.23,614.72,1061.41,2069.86 84 | Chicago,DuPage County,27,CST,2001,1,,,,,,,,74.78,153.63,265.34,1448.94 85 | Chicago,DuPage County,27,RTA,2001,1,,,,,,,,105.66,153.62,351.55,1599.16 86 | Chicago,Cook County,28475,ST,2001,2,17010137.92,12278992.81,42340142.96,14895932.98,10256645.34,9551391.87,36619072.25,26354379.08,25076313.24,6116530.49,200499538.94 87 | Chicago,Cook County,28475,MT,2001,2,3562558.02,7762533.92,8795746.48,2982793.94,2053720.04,1912018.32,7401772.97,7441679.28,5177626.07,1325563.95,48416012.99 88 | Chicago,Cook County,28475,HMR,2001,2,3401533.60,2450343.46,8456290.07,2975852.36,2044129.63,1909402.42,2114521.03,5264011.76,4636105.78,1219967.88,34472157.99 89 | Chicago,Cook County,28475,CHMR,2001,2,2551148.95,1836005.86,6341369.86,2231573.62,1532353.72,1428747.40,1579034.42,3942417.48,3474380.61,912730.36,25829762.28 90 | Chicago,Cook County,28475,MPEA,2001,2,53399.00,290816.81,4928380.17,50352.00,,318.00,5693.00,54372.79,461152.08,13314.40,5857798.25 91 | Chicago,Cook County,28475,RTA,2001,2,2711813.47,7150096.81,6677743.51,2236582.50,1540598.23,1434619.99,5576760.08,6123997.33,3975142.08,1018267.10,38445621.10 92 | Chicago,Cook County,28475,SRTA,2001,2,850456.81,612762.91,2115065.25,744623.05,512491.97,477442.53,1828555.32,1316489.45,1198609.05,305566.06,9962062.40 93 | Chicago,DuPage County,35,ST,2001,2,,,,,,,,2962.02,29864.47,8375.39,67945.28 94 | Chicago,DuPage County,35,MT,2001,2,,,,,,,,604.13,6016.00,2005.71,13978.86 95 | Chicago,DuPage County,35,HMR,2001,2,,,,,,,,592.30,5680.94,1674.97,8122.30 96 | Chicago,DuPage County,35,CST,2001,2,,,,,,,,148.04,1493.10,418.72,3396.74 97 | Chicago,DuPage County,35,RTA,2001,2,,,,,,,,150.95,1481.85,501.30,3472.04 98 | Chicago,Cook County,27793,ST,2001,3,15805220.77,12466583.04,43141113.91,14226261.43,10278860.87,8741722.75,33878589.34,25716621.09,24522247.36,5971261.79,194748482.35 99 | Chicago,Cook County,27793,MT,2001,3,3319817.36,7729894.01,8922320.44,2848036.05,2059408.01,1750127.69,6938335.25,7360724.04,5227954.22,1287522.12,47444139.19 100 | Chicago,Cook County,27793,HMR,2001,3,3160619.50,2489261.24,8596754.21,2840729.05,2051775.30,1747989.00,2151962.28,5056611.32,4750281.45,1195763.98,34041747.33 101 | Chicago,Cook County,27793,CHMR,2001,3,2370463.01,1865404.98,6445181.71,2130336.72,1536494.11,1310631.93,1606719.08,3791917.21,3554661.41,893531.63,25505341.79 102 | Chicago,Cook County,27793,MPEA,2001,3,23484.87,290857.17,4654467.59,50540.00,9.00,210.00,4986.00,52262.31,502891.07,13939.35,5593647.36 103 | Chicago,Cook County,27793,RTA,2001,3,2529433.63,7096428.72,6772485.30,2136807.28,1545093.03,1313437.29,5239981.89,6063630.41,3999719.74,988809.06,37685826.35 104 | Chicago,Cook County,27793,SRTA,2001,3,790206.27,622381.39,2151066.43,710537.95,513673.59,437059.87,1691077.69,1284202.33,1224396.96,298327.74,9722930.22 105 | Chicago,DuPage County,36,ST,2001,3,,,,,,,,667.62,9297.08,803.06,23491.30 106 | Chicago,DuPage County,36,MT,2001,3,,,,,,,,149.16,2030.82,264.35,4993.52 107 | Chicago,DuPage County,36,HMR,2001,3,,,,,,,,133.39,1859.15,160.56,2220.16 108 | Chicago,DuPage County,36,CST,2001,3,,,,,,,,33.31,464.70,40.13,1174.12 109 | Chicago,DuPage County,36,RTA,2001,3,,,,,,,,37.22,507.51,66.04,1247.86 110 | Chicago,Cook County,32043,ST,2001,4,21148883.66,12514930.18,41935443.74,16996334.62,12151115.93,8882618.74,31193895.25,30152098.54,24301417.44,5683851.03,204960589.13 111 | Chicago,Cook County,32043,MT,2001,4,4426707.78,8072243.00,8635213.07,3401046.14,2437776.14,1778427.53,6393899.88,8654662.91,5259918.17,1252062.25,50311956.87 112 | Chicago,Cook County,32043,HMR,2001,4,4229455.17,2492610.99,8373045.93,3397262.50,2425809.03,1774337.99,1894233.34,6013940.47,4739354.76,1135287.61,36475337.79 113 | Chicago,Cook County,32043,CHMR,2001,4,3172054.53,1868337.29,6279225.08,2547134.40,1818039.08,1330451.63,1415813.57,4505829.97,3547937.35,849508.35,27334331.25 114 | Chicago,Cook County,32043,MPEA,2001,4,42279.42,292701.37,4924952.79,51949.00,596.00,393.06,2544.00,60174.02,474777.25,9076.09,5859443.00 115 | Chicago,Cook County,32043,RTA,2001,4,3369038.82,7449503.52,6536029.88,2550450.67,1827561.56,1332852.32,4834111.58,7143789.63,4044493.98,967199.64,40055031.60 116 | Chicago,Cook County,32043,SRTA,2001,4,1057428.40,623181.23,2094379.45,849771.63,607715.37,444120.96,1558751.32,1506454.76,1213057.59,284075.93,10238936.64 117 | Chicago,DuPage County,29,ST,2001,4,,,,,,,,1367.09,7816.72,,27375.60 118 | Chicago,DuPage County,29,MT,2001,4,,,,,,,,297.65,1563.20,,5540.32 119 | Chicago,DuPage County,29,HMR,2001,4,,,,,,,,273.21,1563.12,,2634.15 120 | Chicago,DuPage County,29,CST,2001,4,,,,,,,,68.25,390.72,,1368.36 121 | Chicago,DuPage County,29,RTA,2001,4,,,,,,,,74.29,390.66,,1384.49 122 | Chicago,Cook County,29644,ST,2002,1,15485012.56,11501305.32,38964679.54,12446266.05,10062707.66,7538861.98,26371562.80,25514279.83,21654517.70,4369402.01,173908595.45 123 | Chicago,Cook County,29644,MT,2002,1,3257397.45,7546130.26,8065724.36,2490760.29,2014755.21,1503259.06,5427914.02,7344519.42,4657868.50,1009109.77,43317438.34 124 | Chicago,Cook County,29644,HMR,2002,1,3096136.78,2292257.47,7774143.25,2485778.68,2007278.30,1501103.55,1861457.48,5091550.74,4194293.30,873264.55,31177264.10 125 | Chicago,Cook County,29644,CHMR,2002,1,2322096.08,1717264.44,5830087.82,1864225.52,1504842.21,1117760.85,1392240.15,3817380.14,3135897.86,651348.11,23353143.18 126 | Chicago,Cook County,29644,MPEA,2002,1,37733.00,274454.15,4143581.20,41659.00,126.00,302.00,8801.47,47261.09,372269.11,7757.27,4933944.29 127 | Chicago,Cook County,29644,RTA,2002,1,2482884.63,6971857.84,6114171.81,1864918.21,1507277.26,1127340.57,4110901.17,6067191.94,3576122.65,794722.07,34617388.15 128 | Chicago,Cook County,29644,SRTA,2002,1,774195.19,572899.51,1945043.35,621632.02,502970.21,375418.32,1316004.65,1274896.90,1080742.91,218345.44,8682148.50 129 | Chicago,DuPage County,28,ST,2002,1,,,,,,,,1228.61,2328.83,,12517.44 130 | Chicago,DuPage County,28,MT,2002,1,,,,,,,,269.22,469.76,,2564.25 131 | Chicago,DuPage County,28,HMR,2002,1,,,,,,,,244.82,465.62,,938.78 132 | Chicago,DuPage County,28,CST,2002,1,,,,,,,,61.37,116.32,,625.57 133 | Chicago,DuPage County,28,RTA,2002,1,,,,,,,,67.04,117.34,,640.50 134 | Chicago,Cook County,28254,ST,2002,2,16467933.96,11945683.11,44710915.12,15225358.95,10272537.19,10587810.40,35640161.05,26202167.25,22948725.21,5040054.80,199041347.04 135 | Chicago,Cook County,28254,MT,2002,2,3435874.49,7454957.71,9216805.91,3047746.09,2057721.26,2119100.81,7298541.08,7484961.46,5031419.49,1105462.20,48252590.50 136 | Chicago,Cook County,28254,HMR,2002,2,3293457.16,2384346.11,8928267.93,3042422.72,2053333.48,2116405.77,2167065.72,5230868.31,4564970.99,999380.65,34780518.84 137 | Chicago,Cook County,28254,CHMR,2002,2,2470087.33,1787130.82,6692187.11,2280913.78,1538744.26,1586890.41,1620593.46,3922051.62,3414357.99,744682.56,26057639.34 138 | Chicago,Cook County,28254,MPEA,2002,2,24865.84,302126.78,5012121.41,49169.00,130.00,320.00,6350.22,65935.78,461611.85,11914.21,5934545.09 139 | Chicago,Cook County,28254,RTA,2002,2,2612426.27,6856882.87,6977481.41,2285899.40,1545144.36,1589872.34,5519998.86,6174270.52,3848002.85,854431.14,38264410.02 140 | Chicago,Cook County,28254,SRTA,2002,2,823378.10,596103.13,2233307.36,761014.76,513454.69,529220.27,1779512.81,1308563.67,1145353.51,250177.78,9940086.08 141 | Chicago,DuPage County,31,ST,2002,2,,,,,,,,2410.48,-3581.50,,7235.80 142 | Chicago,DuPage County,31,MT,2002,2,,,,,,,,501.71,-714.00,,1641.99 143 | Chicago,DuPage County,31,HMR,2002,2,,,,,,,,482.07,-716.44,,290.10 144 | Chicago,DuPage County,31,CST,2002,2,,,,,,,,120.46,-179.17,,361.31 145 | Chicago,DuPage County,31,RTA,2002,2,,,,,,,,125.41,-178.49,,410.34 146 | Chicago,Cook County,28385,ST,2002,3,15218277.21,12635209.86,44469568.94,14661087.94,10728619.22,9840303.03,34471347.33,26918807.73,24749659.46,5148605.39,198841486.11 147 | Chicago,Cook County,28385,MT,2002,3,3179110.54,7733143.15,9173184.77,2934391.87,2148221.08,1969501.20,7080181.14,7617722.55,5235173.75,1124257.01,48194887.06 148 | Chicago,Cook County,28385,HMR,2002,3,3043149.99,2517089.78,8884048.30,2932019.21,2141644.48,1967268.09,2279203.10,5366946.39,4769874.92,1027322.33,34928566.59 149 | Chicago,Cook County,28385,CHMR,2002,3,2282331.75,1886762.35,6661423.15,2195968.88,1587323.85,1475039.54,1704504.36,4024580.63,3569228.27,768959.83,26156122.61 150 | Chicago,Cook County,28385,MPEA,2002,3,25410.00,315984.95,4985638.80,50439.00,90.00,493.00,9906.00,66606.47,443291.66,15554.18,5913414.06 151 | Chicago,Cook County,28385,RTA,2002,3,2417903.94,7106064.53,6949052.78,2202610.99,1614353.00,1477573.75,5355130.67,6269851.07,4032236.63,865735.44,38290512.80 152 | Chicago,Cook County,28385,SRTA,2002,3,760864.90,629237.68,2221749.22,732730.51,536253.90,491979.61,1721234.21,1344546.67,1232748.78,257248.08,9928593.56 153 | Chicago,DuPage County,44,ST,2002,3,,,,,,,,1008.82,1759.07,10421.15,52922.74 154 | Chicago,DuPage County,44,MT,2002,3,,,,,,,,217.37,368.14,2156.14,10694.37 155 | Chicago,DuPage County,44,HMR,2002,3,,,,,,,,182.00,351.75,2084.24,7500.12 156 | Chicago,DuPage County,44,CST,2002,3,,,,,,,,50.38,87.82,520.98,2645.66 157 | Chicago,DuPage County,44,RTA,2002,3,,,,,,,,54.40,92.05,539.07,2673.75 158 | Chicago,Cook County,32461,ST,2002,4,20651216.06,14169931.23,43396822.54,17134636.11,12638619.83,9108223.26,26731868.97,29221314.73,26098978.93,5391581.37,204543193.03 159 | Chicago,Cook County,32461,MT,2002,4,4306382.16,8529590.75,8908965.03,3429633.44,2533458.88,1823531.97,5531308.08,8143862.47,5638785.76,1186419.99,50031938.53 160 | Chicago,Cook County,32461,HMR,2002,4,4130136.16,2543188.18,8639104.04,3424495.64,2524695.41,1820756.55,1959310.77,5833927.10,5084147.62,1074922.98,37034684.45 161 | Chicago,Cook County,32461,CHMR,2002,4,3097580.32,1907107.68,6475263.89,2568169.97,1892798.57,1365018.56,1465027.21,4373272.09,3803883.43,803984.10,27752105.82 162 | Chicago,Cook County,32461,MPEA,2002,4,56686.00,307124.20,5247376.17,52287.00,,536.00,6395.00,62811.68,572617.36,8743.09,6314576.50 163 | Chicago,Cook County,32461,RTA,2002,4,3273832.67,7315372.73,6745970.30,2574102.90,1901670.76,1367746.51,4201738.30,6684784.43,4332455.05,916396.41,39314070.06 164 | Chicago,Cook County,32461,SRTA,2002,4,1032532.80,635806.44,2160589.60,856355.00,631818.23,455396.21,1332250.33,1459723.69,1302316.73,269105.00,10135894.03 165 | Chicago,DuPage County,42,ST,2002,4,,,,,,,,752.30,5078.65,2661.60,53412.06 166 | Chicago,DuPage County,42,MT,2002,4,,,,,,,,205.23,1018.04,558.18,10768.24 167 | Chicago,DuPage County,42,HMR,2002,4,,,,,,,,150.44,1015.64,532.27,6554.28 168 | Chicago,DuPage County,42,CST,2002,4,,,,,,,,37.54,253.77,133.01,2670.15 169 | Chicago,DuPage County,42,RTA,2002,4,,,,,,,,51.33,254.51,139.55,2692.12 170 | Chicago,Cook County,29324,ST,2003,1,15194509.06,11759427.90,39721812.49,12287042.46,10983836.17,6550003.91,27899779.35,23664744.30,23327960.67,5192885.13,176582001.44 171 | Chicago,Cook County,29324,MT,2003,1,3157895.55,7377246.68,8167126.48,2458253.52,2199206.21,1129088.15,5749554.86,7050977.14,5053043.77,1133653.87,43476046.23 172 | Chicago,Cook County,29324,HMR,2003,1,3038785.33,2341897.34,7928163.26,2454206.43,2193188.12,1124859.35,2079617.70,4717034.86,4421233.17,877283.65,31176269.21 173 | Chicago,Cook County,29324,CHMR,2003,1,2279067.68,1756046.62,5944071.75,1840584.30,1643371.78,843556.24,1558039.03,3536588.94,3304804.93,656375.34,23362506.61 174 | Chicago,Cook County,29324,MPEA,2003,1,18573.00,273545.30,4259378.13,41945.00,,350.00,4153.00,58246.54,377333.45,7717.68,5041242.10 175 | Chicago,Cook County,29324,RTA,2003,1,2398136.14,6940348.73,6174956.71,1844867.74,1649029.78,847341.07,4360993.89,5872159.10,3826252.34,753960.11,34668045.61 176 | Chicago,Cook County,29324,SRTA,2003,1,759711.50,585491.11,1983539.60,614059.13,549073.30,281908.61,1391589.91,1180098.28,1156201.70,259543.86,8761217.00 177 | Chicago,DuPage County,46,ST,2003,1,,,,,,,,2542.24,9378.63,4527.97,53953.12 178 | Chicago,DuPage County,46,MT,2003,1,,,,,,,,614.23,1877.63,1117.86,11118.16 179 | Chicago,DuPage County,46,HMR,2003,1,,,,,,,,440.98,1875.62,905.54,6132.75 180 | Chicago,DuPage County,46,CST,2003,1,,,,,,,,126.99,468.75,226.31,2697.05 181 | Chicago,DuPage County,46,RTA,2003,1,,,,,,,,153.54,469.46,279.47,2779.64 182 | Chicago,Cook County,28587,ST,2003,2,17085550.77,12627292.38,46019815.89,15467328.11,10474554.62,11916068.98,30764455.61,25998158.62,25851451.06,3904117.67,200108793.71 183 | Chicago,Cook County,28587,MT,2003,2,3530290.94,7634731.87,9440299.30,3094794.54,2100117.83,2566970.45,6344292.90,7526493.46,5668535.21,881888.73,48788415.23 184 | Chicago,Cook County,28587,HMR,2003,2,3416895.45,2519921.48,9191665.56,3091788.83,2086803.71,2556528.52,2160176.27,5188063.13,4875824.07,939016.70,36026683.72 185 | Chicago,Cook County,28587,CHMR,2003,2,2564979.22,1889567.48,6892633.93,2318515.22,1562722.70,1917385.14,1619369.58,3887004.61,3602285.69,703953.13,26958416.70 186 | Chicago,Cook County,28587,MPEA,2003,2,16630.34,267509.62,5403138.83,47507.00,,529.50,6156.00,76084.65,455202.09,13474.92,6286232.95 187 | Chicago,Cook County,28587,RTA,2003,2,2675892.98,7163469.92,7138159.19,2322263.88,1576761.94,1925942.84,4814357.58,6234318.07,4248418.20,806528.21,38906112.81 188 | Chicago,Cook County,28587,SRTA,2003,2,854249.95,629984.47,2299058.49,773210.95,522656.57,641311.23,1535370.19,1298543.48,1291185.85,195045.17,10040616.35 189 | Chicago,DuPage County,44,ST,2003,2,,,,,,,,27.94,10360.90,6415.96,50946.72 190 | Chicago,DuPage County,44,MT,2003,2,,,,,,,,26.61,2073.49,1303.57,10234.83 191 | Chicago,DuPage County,44,HMR,2003,2,,,,,,,,5.57,2070.70,1283.17,6405.51 192 | Chicago,DuPage County,44,CST,2003,2,,,,,,,,1.32,517.84,320.75,2546.76 193 | Chicago,DuPage County,44,RTA,2003,2,,,,,,,,6.65,518.04,325.91,2558.43 194 | Chicago,Cook County,28018,ST,2003,3,15595672.99,12951206.10,48293358.61,15764586.65,10162815.24,10506689.93,29247763.92,26643469.16,28445802.85,5075540.13,202686905.58 195 | Chicago,Cook County,28018,MT,2003,3,3266850.92,7665617.16,9881546.24,3154067.43,2036690.63,2102971.70,6049710.51,7660274.57,6209228.89,1107214.60,49134172.65 196 | Chicago,Cook County,28018,HMR,2003,3,3118722.36,2584434.51,9640948.20,3150141.19,2029815.09,2096016.97,2297463.88,5321220.57,5402450.33,1014118.67,36655331.77 197 | Chicago,Cook County,28018,CHMR,2003,3,2338701.20,1937963.17,7227349.87,2362385.78,1520740.77,1571688.29,1722460.59,3989329.30,3997812.27,760400.88,27428832.12 198 | Chicago,Cook County,28018,MPEA,2003,3,25066.00,234642.28,5493008.48,52677.00,,640.02,8351.00,65937.83,446340.80,16028.07,6342691.48 199 | Chicago,Cook County,28018,RTA,2003,3,2487172.26,7167497.72,7467770.51,2366997.79,1528254.32,1577663.57,4593618.92,6329858.14,4661079.60,853577.27,39033490.10 200 | Chicago,Cook County,28018,SRTA,2003,3,779673.98,646330.72,2411264.55,787924.35,508020.65,525327.39,1458953.95,1331004.88,1420193.09,253598.51,10122292.07 201 | Chicago,DuPage County,42,ST,2003,3,,,,,,,,1256.80,7479.85,4430.89,41839.69 202 | Chicago,DuPage County,42,MT,2003,3,,,,,,,,269.53,1504.44,924.63,8433.54 203 | Chicago,DuPage County,42,HMR,2003,3,,,,,,,,252.62,1495.82,886.13,4160.84 204 | Chicago,DuPage County,42,CST,2003,3,,,,,,,,62.77,373.81,221.50,2090.68 205 | Chicago,DuPage County,42,RTA,2003,3,,,,,,,,67.71,376.07,231.14,2108.76 206 | Chicago,Cook County,33108,ST,2003,4,20913608.68,13521360.73,46862018.94,18559923.69,11956711.42,9623693.98,27512022.35,29886202.57,27044006.24,5213081.72,211092630.32 207 | Chicago,Cook County,33108,MT,2003,4,4360323.93,8174888.06,9671587.90,3711966.05,2395024.91,1926325.58,5695168.25,8422684.04,5906643.66,1161902.08,51426514.46 208 | Chicago,Cook County,33108,HMR,2003,4,4186636.71,2699623.53,9324676.99,3708063.84,2387086.12,1917832.28,2178621.82,5965593.40,5193492.99,1035174.52,38596802.20 209 | Chicago,Cook County,33108,CHMR,2003,4,3139236.88,2018700.04,6987135.16,2779950.80,1783188.27,1437898.18,1633401.58,4475802.54,3839188.14,775820.59,28870322.18 210 | Chicago,Cook County,33108,MPEA,2003,4,55583.00,329740.32,5720921.41,58883.00,3608.00,419.00,7213.00,64389.70,623963.19,9795.27,6874515.89 211 | Chicago,Cook County,33108,RTA,2003,4,3317630.72,7656317.36,7331490.95,2784467.09,1796531.03,1445689.77,4325820.80,6930587.49,4428231.41,899586.17,40916352.79 212 | Chicago,Cook County,33108,SRTA,2003,4,1045662.11,674885.61,2335161.64,927238.43,597635.00,481046.07,1370455.21,1492159.73,1349538.11,260444.78,10534226.69 213 | Chicago,DuPage County,47,ST,2003,4,,,,,,,,1553.02,21531.45,7207.61,253911.39 214 | Chicago,DuPage County,47,MT,2003,4,,,,,,,,321.53,4318.62,1472.05,50838.57 215 | Chicago,DuPage County,47,HMR,2003,4,,,,,,,,310.61,4303.28,1441.45,8144.34 216 | Chicago,DuPage County,47,CST,2003,4,,,,,,,,77.57,1076.40,360.29,12692.60 217 | Chicago,DuPage County,47,RTA,2003,4,,,,,,,,80.38,1078.93,368.00,12709.46 218 | Chicago,Cook County,29959,ST,2004,1,15583029.55,12217098.06,42745595.16,14010061.28,10527432.98,8745885.39,28179472.00,24867293.97,22998953.41,4734095.29,184608917.09 219 | Chicago,Cook County,29959,MT,2004,1,3258803.83,7503304.76,8798366.20,2802825.62,2107158.06,1774662.61,5827201.07,7481586.00,5122538.17,1052343.04,45728789.36 220 | Chicago,Cook County,29959,HMR,2004,1,3116298.31,2438206.32,8534483.89,2799878.80,2099007.76,1740993.83,2221641.36,4965856.72,4317210.92,945247.96,33178825.87 221 | Chicago,Cook County,29959,CHMR,2004,1,2337200.47,1829122.01,6400398.72,2099578.33,1572675.64,1305503.49,1665885.96,3722984.16,3177803.51,708727.14,24819879.43 222 | Chicago,Cook County,29959,MPEA,2004,1,26272.50,259683.83,4847090.42,48253.38,499.00,299.00,4991.00,63628.27,440512.42,16617.92,5707847.74 223 | Chicago,Cook County,29959,RTA,2004,1,2479513.03,6994069.24,6656715.58,2101195.35,1579825.99,1337748.13,4424380.17,6240839.97,3846434.00,816056.91,36476778.37 224 | Chicago,Cook County,29959,SRTA,2004,1,779120.40,609515.61,2136065.47,700355.36,525830.22,436863.75,1405621.64,1242614.08,1148206.91,236337.82,9220531.26 225 | Chicago,DuPage County,56,ST,2004,1,,,,,,,,2668.54,19276.14,6776.57,-128441.68 226 | Chicago,DuPage County,56,MT,2004,1,,,,,,,,557.21,3872.31,1372.69,-25628.90 227 | Chicago,DuPage County,56,HMR,2004,1,,,,,,,,533.60,3855.14,1351.97,7077.93 228 | Chicago,DuPage County,56,CST,2004,1,,,,,,,,133.31,963.65,338.75,-6420.98 229 | Chicago,DuPage County,56,RTA,2004,1,,,,,,,,139.25,968.10,342.35,-6408.38 230 | Chicago,Cook County,28777,ST,2004,2,17515070.86,13541597.31,50121253.86,17088260.17,10933598.33,11882170.42,29233764.90,26694334.11,25262109.04,5100332.84,207372491.84 231 | Chicago,Cook County,28777,MT,2004,2,3644443.73,7785282.53,10287307.32,3418642.84,2190078.53,2379680.90,6055341.43,7842621.07,5480021.89,1118023.42,50201443.66 232 | Chicago,Cook County,28777,HMR,2004,2,3502760.11,2704597.98,10006844.83,3413941.37,2181196.14,2373351.58,2380339.17,5323598.16,4817521.53,1019583.92,37723734.79 233 | Chicago,Cook County,28777,CHMR,2004,2,2627021.83,2028406.81,7503422.44,2559581.96,1633722.66,1779982.14,1784714.82,3992901.32,3588631.36,764396.92,28262782.26 234 | Chicago,Cook County,28777,MPEA,2004,2,26588.50,290710.17,5640075.77,65016.00,368.00,615.00,7777.00,66304.72,533401.25,16176.18,6647032.59 235 | Chicago,Cook County,28777,RTA,2004,2,2768638.49,7107931.10,7778634.19,2562651.52,1642648.43,1785858.77,4599468.72,6509497.42,4176365.05,863351.42,39795045.11 236 | Chicago,Cook County,28777,SRTA,2004,2,875708.79,676247.66,2503573.66,854181.33,546534.62,594432.63,1458291.23,1333497.05,1269388.60,254910.64,10366766.21 237 | Chicago,DuPage County,57,ST,2004,2,,,,,,,,3698.83,30815.24,11681.26,54011.40 238 | Chicago,DuPage County,57,MT,2004,2,,,,,,,,779.00,6180.13,2342.46,10865.36 239 | Chicago,DuPage County,57,HMR,2004,2,,,,,,,,739.73,6162.95,2336.19,8884.55 240 | Chicago,DuPage County,57,CST,2004,2,,,,,,,,184.84,1540.52,583.99,2700.00 241 | Chicago,DuPage County,57,RTA,2004,2,,,,,,,,194.77,1545.08,585.64,2716.46 242 | Chicago,Cook County,28231,ST,2004,3,16046816.66,13773603.26,52014949.99,16389139.37,11397943.84,11597127.89,28807882.04,27640116.72,27054048.06,5252062.88,209973690.71 243 | Chicago,Cook County,28231,MT,2004,3,3357827.28,7739650.52,10628494.27,3279035.10,2282391.89,2320803.61,6025700.98,8011779.40,5800374.37,1150176.15,50596233.57 244 | Chicago,Cook County,28231,HMR,2004,3,3208779.90,2751432.19,10382478.13,3275580.13,2272136.44,2313714.76,2371366.37,5518446.85,5089844.73,1047953.07,38231732.57 245 | Chicago,Cook County,28231,CHMR,2004,3,2406316.96,2062834.05,7785661.28,2454810.81,1700897.04,1734378.97,1777024.68,4137933.16,3789862.27,785774.87,28635494.09 246 | Chicago,Cook County,28231,MPEA,2004,3,17729.66,322322.13,5923385.39,68591.12,,445.00,8995.00,68508.91,638545.53,14727.39,7063250.13 247 | Chicago,Cook County,28231,RTA,2004,3,2555365.71,7052265.90,8026349.19,2459414.58,1711152.15,1741218.97,4590274.11,6630414.39,4447480.71,888179.13,40102114.84 248 | Chicago,Cook County,28231,SRTA,2004,3,802327.78,687840.37,2597373.43,819176.78,569709.54,579740.49,1437646.66,1381148.53,1351683.87,262023.05,10488670.50 249 | Chicago,DuPage County,51,ST,2004,3,,,,,,,,1699.32,45098.89,9311.32,66447.84 250 | Chicago,DuPage County,51,MT,2004,3,,,,,,,,365.75,9032.91,1868.45,13341.66 251 | Chicago,DuPage County,51,HMR,2004,3,,,,,,,,339.81,8960.76,1864.96,11379.62 252 | Chicago,DuPage County,51,CST,2004,3,,,,,,,,84.90,2254.71,465.43,3321.60 253 | Chicago,DuPage County,51,RTA,2004,3,,,,,,,,91.46,2258.23,467.82,3336.17 254 | Chicago,Cook County,32689,ST,2004,4,23886688.60,13780810.55,49962777.77,19700343.56,12747105.10,11115023.37,25811597.05,30404901.38,25619527.29,5336878.74,218365653.41 255 | Chicago,Cook County,32689,MT,2004,4,4999332.54,8112859.48,10249618.81,3942664.71,2554298.45,2225102.72,5387440.11,8611953.50,5563793.82,1183601.02,52830665.16 256 | Chicago,Cook County,32689,HMR,2004,4,4776848.63,2753035.96,9968192.07,3936186.88,2544091.08,2217758.42,2317511.24,6070491.60,4886597.42,1065813.75,40536527.05 257 | Chicago,Cook County,32689,CHMR,2004,4,3582584.12,2064757.52,7475412.82,2948678.23,1906072.27,1661627.89,1737702.41,4551361.65,3657502.04,798717.76,30384416.71 258 | Chicago,Cook County,32689,MPEA,2004,4,39290.65,310730.69,5985000.65,77608.70,2205.00,435.00,6594.00,82861.52,494133.29,8627.38,7007486.88 259 | Chicago,Cook County,32689,RTA,2004,4,3804933.40,7424716.67,7748615.27,2955856.78,1916111.89,1669468.64,4102351.42,7093703.89,4282740.63,916637.21,41915135.80 260 | Chicago,Cook County,32689,SRTA,2004,4,1194258.42,688249.42,2494416.62,984714.59,637146.32,555702.55,1286797.41,1519650.43,1279971.25,266645.43,10907552.44 261 | Chicago,DuPage County,58,ST,2004,4,,,,,,,,11561.59,28292.69,10389.74,69234.05 262 | Chicago,DuPage County,58,MT,2004,4,,,,,,,,2337.31,5670.15,2084.90,13912.08 263 | Chicago,DuPage County,58,HMR,2004,4,,,,,,,,2312.25,5651.44,2077.89,10473.13 264 | Chicago,DuPage County,58,CST,2004,4,,,,,,,,577.92,1414.44,519.38,3461.02 265 | Chicago,DuPage County,58,RTA,2004,4,,,,,,,,584.32,1415.84,521.27,3476.38 266 | Chicago,Cook County,30395,ST,2005,1,15456561.43,13088783.61,44447863.87,14909039.58,11961827.00,9281522.33,29877299.14,26498434.94,22581919.45,5023486.86,193126738.21 267 | Chicago,Cook County,30395,MT,2005,1,3264502.04,7783706.94,9119121.16,2983644.72,2394533.07,1857713.72,6195163.16,7925485.90,4900417.05,1109012.65,47533300.41 268 | Chicago,Cook County,30395,HMR,2005,1,3091228.38,2606259.63,8875881.71,2977508.41,2385712.53,1844533.56,2318866.00,5268580.36,4225899.78,844080.01,34438550.37 269 | Chicago,Cook County,30395,CHMR,2005,1,2318208.82,1953968.41,6656368.63,2234751.95,1784504.40,1383306.34,1738827.40,3947955.49,3161140.49,632736.19,25811768.12 270 | Chicago,Cook County,30395,MPEA,2005,1,13114.36,286134.72,5089612.56,58723.00,342.00,430.00,4383.00,85016.09,244285.06,9382.82,5791423.61 271 | Chicago,Cook County,30395,RTA,2005,1,2491682.60,7130828.22,6894136.69,2236173.90,1794985.69,1393342.41,4708818.91,6603325.68,3766370.48,738131.89,37757796.47 272 | Chicago,Cook County,30395,SRTA,2005,1,772800.93,651539.29,2220513.03,745118.31,597834.43,464037.22,1491007.72,1323930.93,1132753.59,251016.06,9650551.51 273 | Chicago,DuPage County,62,ST,2005,1,,,,,,,,6727.76,32186.57,11208.19,65351.91 274 | Chicago,DuPage County,62,MT,2005,1,,,,,,,,1368.96,6449.67,2243.88,13133.36 275 | Chicago,DuPage County,62,HMR,2005,1,,,,,,,,1345.47,6437.20,2241.61,10827.99 276 | Chicago,DuPage County,62,CST,2005,1,,,,,,,,336.22,1609.13,560.30,3266.86 277 | Chicago,DuPage County,62,RTA,2005,1,,,,,,,,342.27,1612.48,561.01,3283.49 278 | Chicago,Cook County,28640,ST,2005,2,17708291.99,13819429.87,54832791.32,18037409.04,11632994.39,13121473.24,29469478.83,28448990.70,24234502.15,5452779.93,216758141.46 279 | Chicago,Cook County,28640,MT,2005,2,3712483.28,7904268.29,11193445.66,3610302.91,2328204.70,2625412.90,6117854.81,8240273.91,5258794.45,1192187.91,52183228.82 280 | Chicago,Cook County,28640,HMR,2005,2,3541457.97,2759879.85,10953147.35,3603625.15,2323060.49,2602132.05,2476608.95,5659468.78,4568482.46,1089749.44,39577612.49 281 | Chicago,Cook County,28640,CHMR,2005,2,2655999.93,2070515.51,8209596.91,2701490.55,1738944.82,1951578.59,1856771.24,4240312.05,3411879.01,816950.02,29654038.63 282 | Chicago,Cook County,28640,MPEA,2005,2,24784.35,326807.08,6289574.26,70607.00,661.00,416.00,7931.00,105175.36,340984.30,11613.08,7178553.43 283 | Chicago,Cook County,28640,RTA,2005,2,2827006.40,7212079.60,8450993.09,2706637.72,1746812.83,1967854.35,4608919.94,6818804.33,4044783.74,919667.92,41303559.92 284 | Chicago,Cook County,28640,SRTA,2005,2,885362.67,690239.38,2739628.53,901578.14,581376.56,655888.23,1469430.92,1421879.44,1210810.88,272529.36,10828724.11 285 | Chicago,DuPage County,68,ST,2005,2,,,,,1116.21,,,13697.06,31945.54,5038.67,56398.66 286 | Chicago,DuPage County,68,MT,2005,2,,,,,223.24,,,2758.81,6400.54,1027.46,11336.60 287 | Chicago,DuPage County,68,HMR,2005,2,,,,,205.57,,,2739.31,6387.25,1000.71,10525.79 288 | Chicago,DuPage County,68,CST,2005,2,,,,,55.81,,,684.65,1597.04,250.08,2817.54 289 | Chicago,DuPage County,68,RTA,2005,2,,,,,55.83,,,689.73,1599.72,256.87,2833.81 290 | Chicago,Cook County,28112,ST,2005,3,15772985.30,15035033.17,56993150.91,16863243.52,11573099.96,12109216.44,33320453.37,28456906.58,26981962.99,5563583.25,222669635.49 291 | Chicago,Cook County,28112,MT,2005,3,3339025.24,8060296.68,11626745.14,3375586.50,2315800.57,2423506.52,6950051.58,8227723.71,5791240.78,1216608.91,53326585.63 292 | Chicago,Cook County,28112,HMR,2005,3,3938399.15,3706483.65,14095243.66,4187772.05,2834026.59,2986078.05,3330475.40,7048322.15,6169490.34,1370441.90,49666732.94 293 | Chicago,Cook County,28112,CHMR,2005,3,2365868.39,2252572.57,8538564.62,2527689.10,1731867.59,1805320.28,2011410.85,4261794.91,3750745.69,833821.73,30079655.73 294 | Chicago,Cook County,28112,MPEA,2005,3,22203.08,352345.21,6824710.42,64823.00,270.00,278.00,9021.00,118326.29,391239.01,16810.79,7800026.80 295 | Chicago,Cook County,28112,RTA,2005,3,2550332.18,7307851.07,8775558.05,2531591.13,1737451.13,1817669.28,5244461.92,6806471.46,4431846.83,938762.45,42141995.50 296 | Chicago,Cook County,28112,SRTA,2005,3,788611.75,750849.85,2847570.63,842924.45,578329.64,605380.40,1662987.79,1422421.91,1348031.98,278030.68,11125139.08 297 | Chicago,DuPage County,73,ST,2005,3,,583.42,,,512.79,,,7242.36,61670.98,10214.81,85788.96 298 | Chicago,DuPage County,73,MT,2005,3,,146.52,,,102.55,,,1469.34,12345.76,2075.05,17251.97 299 | Chicago,DuPage County,73,HMR,2005,3,,145.82,,,119.60,,,1806.21,15356.93,2484.87,20039.43 300 | Chicago,DuPage County,73,CST,2005,3,,29.14,,,25.64,,,361.94,3083.28,510.63,4288.74 301 | Chicago,DuPage County,73,RTA,2005,3,,36.61,,,25.64,,,367.36,3086.42,518.77,4313.02 302 | Chicago,Cook County,33292,ST,2005,4,20429148.43,14457351.33,55278399.08,21383368.31,13857345.30,11705319.95,25983282.31,31788214.56,26412423.34,5793260.99,227088113.60 303 | Chicago,Cook County,33292,MT,2005,4,4292275.12,8337289.41,11296819.05,4281439.50,2778202.65,2343522.66,5437299.09,8999830.04,5683816.62,1286915.92,54737410.06 304 | Chicago,Cook County,33292,HMR,2005,4,5105647.65,3604638.85,13760041.48,5333401.82,3424659.19,2897768.24,3186377.90,7904930.56,6354883.12,1441075.45,53013424.26 305 | Chicago,Cook County,33292,CHMR,2005,4,3063940.26,2165870.65,8274762.22,3204921.62,2076021.83,1743133.16,1916365.40,4760959.66,3826666.67,868142.79,31900784.26 306 | Chicago,Cook County,33292,MPEA,2005,4,65415.45,559115.31,7221377.80,62814.00,953.00,,8179.00,165019.14,361737.29,8766.90,8453377.89 307 | Chicago,Cook County,33292,RTA,2005,4,3270477.50,7613518.87,8530416.22,3211378.82,2085090.92,1757018.46,4096943.82,7412561.72,4350248.91,997234.75,43324889.99 308 | Chicago,Cook County,33292,SRTA,2005,4,1021427.98,721992.51,2761692.85,1068627.11,692668.99,585214.41,1296487.55,1588299.05,1319886.08,289518.16,11345814.69 309 | Chicago,DuPage County,77,ST,2005,4,,,,,952.73,,,13042.35,52075.84,7905.95,77294.88 310 | Chicago,DuPage County,77,MT,2005,4,,,,,190.50,,,2632.59,10491.86,1650.34,15640.34 311 | Chicago,DuPage County,77,HMR,2005,4,,,,,238.17,,,3260.05,13016.64,1967.95,18867.65 312 | Chicago,DuPage County,77,CST,2005,4,,,,,47.61,,,651.85,2603.48,395.16,3863.90 313 | Chicago,DuPage County,77,RTA,2005,4,,,,,47.64,,,658.15,2623.08,412.58,3910.23 314 | Chicago,Cook County,30159,ST,2006,1,19453852.40,12391891.06,48942033.71,13833404.20,11293910.69,10233452.19,32507003.87,26389190.50,24096442.46,4734012.50,203875193.58 315 | Chicago,Cook County,30159,MT,2006,1,4112191.25,7501577.42,10066976.09,2769174.89,2282112.59,2049113.46,6685121.83,8051223.63,5183718.43,1046211.85,49747421.44 316 | Chicago,Cook County,30159,HMR,2006,1,4862493.09,3088395.58,12168699.74,3449989.91,2803609.34,2539506.91,2810581.00,6509445.18,5543753.69,1174769.45,44951243.89 317 | Chicago,Cook County,30159,CHMR,2006,1,2917259.53,1856241.32,7327357.85,2073283.87,1691394.90,1525360.03,1689303.20,3919677.06,3339842.64,709434.98,27049155.38 318 | Chicago,Cook County,30159,MPEA,2006,1,32832.24,320108.70,5401546.97,53945.00,770.17,,5588.00,75893.31,261713.26,7323.99,6159721.64 319 | Chicago,Cook County,30159,RTA,2006,1,3138937.30,6882836.29,7619723.22,2077203.02,1717124.11,1537536.53,5020242.65,6735824.81,3973219.83,809803.68,39512451.44 320 | Chicago,Cook County,30159,SRTA,2006,1,972600.97,618800.03,2444285.47,691338.09,564441.65,511639.92,1621127.79,1315835.23,1203829.12,236598.24,10180496.51 321 | Chicago,DuPage County,69,ST,2006,1,,,,,45.09,,,26664.97,2758.70,4281.81,42386.32 322 | Chicago,DuPage County,69,MT,2006,1,,,,,9.01,,,5353.07,613.67,882.14,8658.02 323 | Chicago,DuPage County,69,HMR,2006,1,,,,,11.27,,,6666.12,689.32,1045.45,8768.57 324 | Chicago,DuPage County,69,CST,2006,1,,,,,2.23,,,1333.11,137.73,213.96,2118.70 325 | Chicago,DuPage County,69,RTA,2006,1,,,,,2.25,,,1338.29,153.51,220.55,2164.66 326 | Chicago,Cook County,28529,ST,2006,2,19730435.16,15907240.82,60468482.86,18768716.07,12688037.53,13777302.76,33405971.17,31050849.85,27828737.35,5835593.13,239461366.70 327 | Chicago,Cook County,28529,MT,2006,2,4165822.79,8575973.47,12394673.48,3756190.63,2539684.40,2758202.20,6963744.52,9219722.92,6014652.10,1278415.61,57667082.12 328 | Chicago,Cook County,28529,HMR,2006,2,4932529.45,3962684.20,15078404.27,4680496.13,3159751.42,3418632.92,3435721.93,7724439.83,6565714.85,1456122.78,54414497.78 329 | Chicago,Cook County,28529,CHMR,2006,2,2959574.89,2382816.83,9058117.39,2812984.90,1900130.54,2052331.19,2062668.95,4644009.61,3942774.17,874516.42,32689924.89 330 | Chicago,Cook County,28529,MPEA,2006,2,56928.43,386624.71,7352343.84,55871.00,504.00,,10118.00,163465.88,392602.41,15745.91,8434204.18 331 | Chicago,Cook County,28529,RTA,2006,2,3179348.62,7782492.44,9370353.61,2817436.30,1905140.37,2069518.08,5232316.60,7669807.57,4602264.72,986953.75,45615632.06 332 | Chicago,Cook County,28529,SRTA,2006,2,986526.43,794246.25,3021042.41,938061.77,634153.90,688842.45,1664909.51,1551031.65,1400248.66,291668.57,11970731.60 333 | Chicago,DuPage County,71,ST,2006,2,,,,,677.09,,,56432.46,6322.30,3624.08,79113.09 334 | Chicago,DuPage County,71,MT,2006,2,,,,,135.39,,,11305.97,1305.32,762.05,15963.37 335 | Chicago,DuPage County,71,HMR,2006,2,,,,,169.27,,,14108.02,1579.88,890.49,17232.22 336 | Chicago,DuPage County,71,CST,2006,2,,,,,33.84,,,2821.43,315.94,181.03,3954.93 337 | Chicago,DuPage County,71,RTA,2006,2,,,,,33.85,,,2826.58,326.38,190.54,3991.00 338 | Chicago,Cook County,27842,ST,2006,3,18796077.12,14957938.56,61261332.35,18301235.09,12460235.84,12582907.15,37052305.87,29786492.62,29771269.27,5831404.38,240801198.25 339 | Chicago,Cook County,27842,MT,2006,3,3997257.32,8218485.85,12557100.88,3661137.41,2494104.30,2519955.73,7710770.59,9036172.28,6322126.65,1266312.46,57783423.47 340 | Chicago,Cook County,27842,HMR,2006,3,4697923.45,3722313.16,15275963.57,4567544.12,3101473.90,3129524.42,3529948.86,7376337.69,6931014.99,1455168.94,53787213.10 341 | Chicago,Cook County,27842,CHMR,2006,3,2819191.00,2240620.42,9175471.20,2741966.98,1865906.83,1878452.74,2147344.75,4429731.98,4166251.49,874053.59,32338990.98 342 | Chicago,Cook County,27842,MPEA,2006,3,39076.65,387448.60,7252650.11,62592.35,407.00,39.48,10412.00,136205.70,365000.01,16715.76,8270547.66 343 | Chicago,Cook County,27842,RTA,2006,3,3057304.49,7468150.85,9492131.75,2745827.79,1871171.80,1891368.07,5805550.20,7548569.12,4817289.55,974992.31,45672355.93 344 | Chicago,Cook County,27842,SRTA,2006,3,939772.87,747006.67,3061088.00,914536.17,622809.06,629128.44,1847236.80,1488045.16,1486565.90,291454.17,12027643.24 345 | Chicago,DuPage County,69,ST,2006,3,,,,,,,,31952.77,37864.42,2294.34,82247.04 346 | Chicago,DuPage County,69,MT,2006,3,,,,,,,,6403.76,7631.92,471.27,16566.12 347 | Chicago,DuPage County,69,HMR,2006,3,,,,,,,,7988.12,9110.80,560.48,17778.32 348 | Chicago,DuPage County,69,CST,2006,3,,,,,,,,1597.48,1893.02,114.62,4111.72 349 | Chicago,DuPage County,69,RTA,2006,3,,,,,,,,1600.96,1836.96,117.79,4251.32 350 | Chicago,Cook County,33858,ST,2006,4,25538389.95,14848565.74,59334626.82,21938778.34,14531189.89,11629478.13,30905480.03,32910033.63,26932731.77,5601028.74,244170303.04 351 | Chicago,Cook County,33858,MT,2006,4,5408569.57,8583080.81,12147216.51,4390007.66,2910527.27,2329461.54,6424875.67,9783102.40,5787403.93,1242028.58,59006273.94 352 | Chicago,Cook County,33858,HMR,2006,4,6383542.61,3704691.21,14800864.09,5478526.06,3626345.26,2900302.76,3110048.49,8163990.16,6409489.09,1395941.30,55973741.03 353 | Chicago,Cook County,33858,CHMR,2006,4,3830708.93,2224389.14,8889889.78,3288815.05,2177818.62,1741556.31,1879300.62,4902727.74,3851905.67,838864.05,33625975.91 354 | Chicago,Cook County,33858,MPEA,2006,4,54793.90,379034.99,7476114.24,64475.46,453.00,,8579.00,161586.94,386030.78,9247.87,8540316.18 355 | Chicago,Cook County,33858,RTA,2006,4,4131748.02,7840252.38,9177730.06,3292349.46,2184070.74,1747980.63,4840525.36,8139949.46,4432748.64,962107.84,46749462.59 356 | Chicago,Cook County,33858,SRTA,2006,4,1276873.07,741477.49,2965138.25,1096675.27,726452.34,581457.60,1542384.34,1643841.06,1343671.75,279920.18,12197891.35 357 | Chicago,DuPage County,73,ST,2006,4,,,,,,,,24964.45,8869.85,2769.93,45638.38 358 | Chicago,DuPage County,73,MT,2006,4,,,,,,,,5022.51,1879.77,578.28,9588.71 359 | Chicago,DuPage County,73,HMR,2006,4,,,,,,,,6241.01,1851.75,682.83,9576.72 360 | Chicago,DuPage County,73,CST,2006,4,,,,,,,,1248.00,443.25,138.32,2281.15 361 | Chicago,DuPage County,73,RTA,2006,4,,,,,,,,1255.74,470.03,144.60,2397.44 362 | Chicago,Cook County,29611,ST,2007,1,18724011.22,13517195.24,52669162.98,16792751.18,12111790.74,9648357.88,32651537.25,28271581.15,24540999.65,4428674.77,213356062.06 363 | Chicago,Cook County,29611,MT,2007,1,4056397.27,7926905.41,10787309.63,3360362.09,2425206.09,1932350.61,6761895.99,8740611.44,5270350.25,989026.85,52250415.63 364 | Chicago,Cook County,29611,HMR,2007,1,4678136.01,3368923.47,13137558.62,4194948.46,3023008.38,2400032.84,3015600.67,6977288.63,5751159.72,1106422.42,47653079.22 365 | Chicago,Cook County,29611,CHMR,2007,1,2807627.83,2024687.16,7885879.38,2517034.23,1813821.22,1442820.29,1811391.79,4196619.90,3458809.50,663751.57,28622442.87 366 | Chicago,Cook County,29611,MPEA,2007,1,29307.62,352370.83,5804174.90,51238.00,442.00,,5363.00,138282.37,226307.67,10779.95,6618266.34 367 | Chicago,Cook County,29611,RTA,2007,1,3119367.86,7251880.77,8149897.39,2520221.12,1821876.49,1449934.23,5098039.64,7327048.23,4038546.52,767998.48,41544810.73 368 | Chicago,Cook County,29611,SRTA,2007,1,936128.03,674906.66,2630954.33,839365.62,605264.56,482388.63,1627745.54,1412946.28,1225933.65,221354.26,10656987.56 369 | Chicago,DuPage County,75,ST,2007,1,,,,,,,,23425.74,8140.28,3778.74,42730.22 370 | Chicago,DuPage County,75,MT,2007,1,,,,,,,,4793.66,1724.92,820.05,9661.95 371 | Chicago,DuPage County,75,HMR,2007,1,,,,,,,,5856.37,1793.38,941.14,8728.71 372 | Chicago,DuPage County,75,CST,2007,1,,,,,,,,1171.08,397.02,188.79,2125.97 373 | Chicago,DuPage County,75,RTA,2007,1,,,,,,,,1198.47,431.32,205.06,2419.75 374 | Chicago,Cook County,29293,ST,2007,2,19147020.82,15609130.70,63072622.18,20045717.79,12227632.05,13543146.92,33784153.52,30982987.30,24285995.65,5256328.41,237954735.34 375 | Chicago,Cook County,29293,MT,2007,2,4126694.54,8612958.56,12902628.60,4011486.61,2449883.86,2714879.50,7000904.82,9383120.16,5234426.45,1152510.57,57589493.67 376 | Chicago,Cook County,29293,HMR,2007,2,4782521.81,3885721.43,15734917.20,5007459.10,3048996.02,3368246.14,3370391.39,7666832.78,5690282.38,1311452.01,53866820.26 377 | Chicago,Cook County,29293,CHMR,2007,2,2871555.16,2338038.59,9449467.55,3005038.21,1831693.56,2029158.08,2024442.94,4616549.06,3408808.54,787835.64,32362587.33 378 | Chicago,Cook County,29293,MPEA,2007,2,47302.18,424822.52,7812461.76,61538.00,507.00,,10300.00,226543.72,323252.79,16915.77,8923643.74 379 | Chicago,Cook County,29293,RTA,2007,2,3168937.90,7832283.55,9748100.40,3009069.51,1838398.88,2038274.15,5269723.20,7835383.26,4006231.07,889620.03,45636021.95 380 | Chicago,Cook County,29293,SRTA,2007,2,957318.19,779482.07,3150999.66,1002076.76,611232.94,677108.67,1683742.72,1548162.16,1205801.95,262759.89,11878685.01 381 | Chicago,DuPage County,75,ST,2007,2,,,,,14789.25,,4717.36,20490.08,5862.90,3607.66,49839.30 382 | Chicago,DuPage County,75,MT,2007,2,,,,,2957.81,,943.13,4316.68,1376.88,732.40,11143.13 383 | Chicago,DuPage County,75,HMR,2007,2,,,,,3697.29,,211.24,5122.42,1465.66,898.19,11487.77 384 | Chicago,DuPage County,75,CST,2007,2,,,,,739.43,,235.60,1024.32,292.96,180.29,2491.16 385 | Chicago,DuPage County,75,RTA,2007,2,,,,,739.46,,235.81,1079.19,344.29,183.11,2785.90 386 | Chicago,Cook County,30744,ST,2007,3,18433970.46,15772296.40,65760330.26,19807147.52,12481859.22,12100610.70,33203729.52,31095478.39,27487604.49,5080148.78,241223175.74 387 | Chicago,Cook County,30744,MT,2007,3,4012695.98,8773158.98,13415645.16,3963550.58,2503163.77,2423576.33,6944099.11,9954884.00,5905309.95,1136604.91,59032688.77 388 | Chicago,Cook County,30744,HMR,2007,3,4604428.42,3926873.65,16397819.01,4947917.99,3111899.13,3012130.53,3312782.08,7713515.05,6475477.08,1269377.90,54772220.84 389 | Chicago,Cook County,30744,CHMR,2007,3,2764991.82,2362260.43,9842445.90,2969651.23,1870129.95,1810039.16,1990561.49,4634548.79,3891087.14,761611.35,32897327.26 390 | Chicago,Cook County,30744,MPEA,2007,3,31768.54,420195.11,7788671.95,61444.00,572.26,,11342.00,188772.39,332299.84,17994.82,8853060.91 391 | Chicago,Cook County,30744,RTA,2007,3,3091037.41,7984799.79,10129962.64,2973447.59,1878636.48,1817268.02,5215262.10,8400345.45,4520824.95,882823.63,46894408.06 392 | Chicago,Cook County,30744,SRTA,2007,3,921655.75,787408.98,3282080.58,990126.21,623965.53,605019.92,1654675.39,1553618.74,1373326.19,253948.40,12045825.69 393 | Chicago,DuPage County,86,ST,2007,3,,,,,37604.63,,,51834.55,6609.21,2196.98,111034.91 394 | Chicago,DuPage County,86,MT,2007,3,,,,,7520.90,,,10521.69,1520.31,450.92,23379.85 395 | Chicago,DuPage County,86,HMR,2007,3,,,,,9401.15,,,11913.62,1648.75,537.18,23842.33 396 | Chicago,DuPage County,86,CST,2007,3,,,,,1880.21,,,2591.41,330.26,109.71,5550.79 397 | Chicago,DuPage County,86,RTA,2007,3,,,,,1880.21,,,2630.51,380.14,112.80,5845.25 398 | Chicago,Cook County,25802,ST,2007,4,24157035.95,16602026.54,60171497.86,23194118.02,14244944.43,11006077.07,30129798.64,33854848.06,27997755.69,5477310.83,246835413.09 399 | Chicago,Cook County,25802,MT,2007,4,5177641.51,9605366.88,12258129.36,4641777.14,2857933.84,2204736.10,6269574.13,10284018.41,6033866.84,1205983.34,60539027.55 400 | Chicago,Cook County,25802,HMR,2007,4,6038810.76,4144022.29,15007881.65,5792368.91,3556014.34,2744834.43,3179400.45,8323976.35,6621210.39,1358394.34,56766913.91 401 | Chicago,Cook County,25802,CHMR,2007,4,3623443.90,2487995.70,9007335.39,3475957.61,2134372.98,1649716.98,1909165.46,4997947.70,3980503.33,815360.88,34081799.93 402 | Chicago,Cook County,25802,MPEA,2007,4,42692.66,418971.63,7689985.02,82882.07,348.00,,8403.00,228927.29,326991.73,11093.76,8810295.16 403 | Chicago,Cook County,25802,RTA,2007,4,3969824.82,8774362.15,9249035.84,3480074.83,2145173.58,1654563.06,4731092.58,8590148.58,4631106.37,933555.70,48158937.51 404 | Chicago,Cook County,25802,SRTA,2007,4,1207815.64,829422.73,3004297.03,1159496.38,712048.03,550274.75,1500441.16,1692057.99,1398271.91,272341.68,12326467.30 405 | Chicago,DuPage County,71,ST,2007,4,,,,,,,,345696.53,29528.51,3077.75,423184.48 406 | Chicago,DuPage County,71,MT,2007,4,,,,,,,,69106.80,6109.99,638.30,85202.60 407 | Chicago,DuPage County,71,HMR,2007,4,,,,,,,,86271.51,3573.57,769.39,99949.75 408 | Chicago,DuPage County,71,CST,2007,4,,,,,,,,17254.28,1476.44,153.82,21128.47 409 | Chicago,DuPage County,71,RTA,2007,4,,,,,,,,17276.69,1527.52,159.51,21300.46 410 | Chicago,Cook County,24593,ST,2008,1,16376730.52,14522432.93,54543690.25,16116505.66,12274350.31,8782763.62,28274424.82,28206872.43,24329762.86,4037671.66,207465205.06 411 | Chicago,Cook County,24593,MT,2008,1,3614754.39,8744793.05,11130126.79,3224643.07,2457712.76,1759007.42,5853283.99,8962534.29,5240716.88,913064.47,51900637.11 412 | Chicago,Cook County,24593,HMR,2008,1,4093963.07,3625352.51,13623033.65,4023311.09,3057509.05,2182913.15,3188261.88,7009740.75,5680994.35,1008829.08,47493908.58 413 | Chicago,Cook County,24593,CHMR,2008,1,2456387.54,2176372.70,8177517.30,2415828.24,1838448.05,1314391.63,1913855.21,4210874.47,3416122.39,605130.40,28524927.93 414 | Chicago,Cook County,24593,MPEA,2008,1,20385.30,379811.44,6042073.87,64076.00,,66.00,6173.00,143183.88,240083.84,11902.93,6907756.26 415 | Chicago,Cook County,24593,RTA,2008,1,2795955.12,8018913.81,8402012.52,2418779.33,1844321.74,1319613.41,4472160.28,7551613.91,4027361.41,711168.48,41561900.01 416 | Chicago,Cook County,24593,SRTA,2008,1,818795.69,725499.43,2726650.48,805459.68,613295.71,438882.15,1412227.16,1409535.18,1209334.23,201844.73,10361524.44 417 | Chicago,DuPage County,71,ST,2008,1,,1696.63,,,,,,105493.89,3510.07,2840.68,315434.20 418 | Chicago,DuPage County,71,MT,2008,1,,1012.08,,,,,,21170.41,902.85,578.41,64040.95 419 | Chicago,DuPage County,71,HMR,2008,1,,424.15,,,,,,26373.27,877.47,702.60,41542.10 420 | Chicago,DuPage County,71,CST,2008,1,,84.84,,,,,,5274.69,175.47,141.96,15770.44 421 | Chicago,DuPage County,71,RTA,2008,1,,253.02,,,,,,5292.62,225.70,144.47,30379.39 422 | Chicago,Cook County,22844,ST,2008,2,19134197.09,16074137.40,66973973.56,21106348.18,12566972.09,11793668.97,31152090.62,30176755.40,27639235.89,-377041.93,236240337.27 423 | Chicago,Cook County,22844,MT,2008,2,4174874.81,9111289.23,13612163.53,4221068.06,2516850.79,2363277.53,6550176.93,9333432.69,5994061.04,26843.21,57904037.82 424 | Chicago,Cook County,22844,HMR,2008,2,4782764.85,4019344.33,16707044.68,5269323.87,3135568.81,2956439.89,3551020.29,7562443.14,6498542.91,174328.48,54656821.25 425 | Chicago,Cook County,22844,CHMR,2008,2,2869778.62,2409024.38,10028093.24,3163039.51,1882104.33,1773826.59,2131840.95,4540326.28,3900813.80,-58024.43,32640823.27 426 | Chicago,Cook County,22844,MPEA,2008,2,23959.48,458877.79,8037415.94,73435.00,,60.00,10260.00,197359.49,300673.31,20850.85,9122891.86 427 | Chicago,Cook County,22844,RTA,2008,2,4251090.04,10547979.67,13500718.65,4205874.18,2482062.25,2337709.83,6431019.03,10111843.45,5990222.29,310223.59,60168742.98 428 | Chicago,Cook County,22844,SRTA,2008,2,956603.72,803222.29,3343879.52,1054260.35,628012.89,589580.17,1554859.14,1507826.79,1380941.91,-19234.65,11799952.13 429 | Chicago,DuPage County,70,ST,2008,2,,1516.61,,,,,,107210.67,1668.06,2408.57,659822.41 430 | Chicago,DuPage County,70,MT,2008,2,,1389.53,,,,,,21864.27,485.50,483.94,133622.88 431 | Chicago,DuPage County,70,HMR,2008,2,,379.16,,,,,,26802.74,-133.65,598.54,47125.76 432 | Chicago,DuPage County,70,CST,2008,2,,75.86,,,,,,5360.62,83.37,120.40,32987.96 433 | Chicago,DuPage County,70,RTA,2008,2,,958.38,,,,,,15445.27,616.23,354.21,97412.67 434 | Chicago,Cook County,22732,ST,2008,3,17809861.82,16463894.13,65629459.09,19618540.83,11375217.63,10654277.41,27896681.57,30335370.23,27944921.31,5397548.12,233125772.14 435 | Chicago,Cook County,22732,MT,2008,3,3914992.64,9305119.07,13353446.82,3924495.74,2276932.38,2135412.93,5913137.55,9349521.93,6013536.48,1177997.82,57364593.36 436 | Chicago,Cook County,22732,HMR,2008,3,4451867.69,4110918.54,16378615.29,4895160.84,2834156.45,2678583.98,3369073.94,7542104.41,6638762.51,1343911.85,54243155.50 437 | Chicago,Cook County,22732,CHMR,2008,3,6218021.96,5666472.23,22391574.75,6789520.90,3929310.00,3654430.66,4640195.14,10336927.71,8957862.37,1789226.00,74373541.72 438 | Chicago,Cook County,22732,MPEA,2008,3,23302.90,439209.48,8033905.78,63802.00,,62.00,12726.00,226639.18,315740.16,23776.91,9139164.41 439 | Chicago,Cook County,22732,RTA,2008,3,4000709.70,10784234.99,13336566.40,3915574.78,2290766.44,2134597.10,5917218.81,10147349.09,6093517.81,1198532.00,59819067.12 440 | Chicago,Cook County,22732,SRTA,2008,3,890407.35,822536.18,3277550.67,980199.74,567965.53,532600.43,1392182.49,1516080.76,1392991.12,268727.26,11641241.53 441 | Chicago,DuPage County,67,ST,2008,3,,3469.24,,,,,,159704.08,7520.68,1779.45,366328.78 442 | Chicago,DuPage County,67,MT,2008,3,,1954.45,,,,,,32946.41,1706.20,364.77,75846.52 443 | Chicago,DuPage County,67,HMR,2008,3,,867.14,,,,,,39925.25,1658.63,445.54,45104.15 444 | Chicago,DuPage County,67,CST,2008,3,,173.44,,,,,,7985.10,376.04,88.99,18341.59 445 | Chicago,DuPage County,67,RTA,2008,3,,1465.74,,,,,,24667.92,1278.14,281.92,59417.50 446 | Chicago,Cook County,24613,ST,2008,4,21437491.83,15475391.73,59300099.11,20111282.88,11775476.24,9553568.08,21687759.90,29567972.59,23942513.11,5182748.46,218034303.93 447 | Chicago,Cook County,24613,MT,2008,4,4666965.39,9534324.58,12051780.73,4022093.07,2364680.39,1916368.41,4600868.15,9339913.21,5236411.73,1142792.75,54876198.41 448 | Chicago,Cook County,24613,HMR,2008,4,5358727.71,3883317.75,14781992.10,5020712.25,2938879.47,2387590.39,2658669.11,7340233.58,5710434.43,1292489.33,51373046.12 449 | Chicago,Cook County,24613,CHMR,2008,4,7497958.52,5406591.84,20486630.68,6994629.74,4116315.69,3292467.65,3681320.53,10136044.57,7911836.42,1790581.57,71314377.21 450 | Chicago,Cook County,24613,MPEA,2008,4,35095.44,411387.37,7254326.40,88507.95,,42.00,8388.00,217735.92,269490.60,15076.50,8300050.18 451 | Chicago,Cook County,24613,RTA,2008,4,4761061.73,11131196.92,12070949.99,4017726.10,2374044.39,1914925.26,4610508.87,10162098.41,5334091.64,1167102.28,57543705.59 452 | Chicago,Cook County,24613,SRTA,2008,4,1071764.34,773701.10,2959018.20,1004662.92,588639.92,477630.16,1079596.82,1477833.76,1198417.36,258602.74,10889867.32 453 | Chicago,DuPage County,64,ST,2008,4,,2932.49,,,,,,66774.06,19818.17,1846.64,251913.53 454 | Chicago,DuPage County,64,MT,2008,4,,1719.87,,,,,,14856.33,4073.57,377.16,53100.83 455 | Chicago,DuPage County,64,HMR,2008,4,,732.59,,,,,,16692.93,4681.45,461.46,33971.84 456 | Chicago,DuPage County,64,CST,2008,4,,146.59,,,,,,3338.65,990.87,92.32,12586.39 457 | Chicago,DuPage County,64,RTA,2008,4,,1307.31,,,,,,11168.38,3054.32,282.97,39868.95 458 | Chicago,Cook County,22542,ST,2009,1,15930152.44,14210465.29,51625933.12,14389878.14,9909664.76,7519461.71,21929091.65,25345979.61,19146866.33,4088421.89,184095914.94 459 | Chicago,Cook County,22542,MT,2009,1,3569816.10,8799317.41,10499519.67,2881934.11,1989095.50,1507727.42,4650895.63,8397347.83,4213192.13,922517.34,47431363.14 460 | Chicago,Cook County,22542,HMR,2009,1,3981751.53,3547850.34,12882094.28,3590175.29,2474077.79,1878767.70,2643365.71,6289642.04,4470831.51,1018089.16,42776645.35 461 | Chicago,Cook County,22542,CHMR,2009,1,5533055.21,4908948.30,17877960.72,4990070.13,3434240.28,2594291.54,3606666.75,8706056.23,6163340.54,1378530.57,59193160.27 462 | Chicago,Cook County,22542,MPEA,2009,1,12903.48,375622.07,5369224.40,51460.99,,34.00,5636.00,97503.98,179627.87,10096.68,6102109.47 463 | Chicago,Cook County,22542,RTA,2009,1,3655548.59,10274303.32,10514950.32,2874905.66,1986520.01,1506191.78,4634969.08,9210879.02,4291235.05,937130.17,49886633.00 464 | Chicago,Cook County,22542,SRTA,2009,1,796478.93,710102.93,2578626.32,718965.85,495550.74,375823.07,1092602.59,1265233.60,955950.56,204335.12,9193669.71 465 | Chicago,DuPage County,60,ST,2009,1,,3719.33,,,,,,34241.70,10091.41,975.70,174534.10 466 | Chicago,DuPage County,60,MT,2009,1,,1252.74,,,,,,8464.19,2187.21,196.75,37139.72 467 | Chicago,DuPage County,60,HMR,2009,1,,929.64,,,,,,8559.49,2219.88,243.61,19074.76 468 | Chicago,DuPage County,60,CST,2009,1,,185.91,,,,,,1712.05,504.57,48.77,8710.20 469 | Chicago,DuPage County,60,RTA,2009,1,,939.45,,,,,,6346.17,1641.29,147.59,27767.37 470 | Chicago,Cook County,21565,ST,2009,2,17062153.13,15478387.78,61585313.80,18007592.51,9588614.56,10787988.77,24430370.39,27357849.40,20788955.49,3919891.47,209007117.30 471 | Chicago,Cook County,21565,MT,2009,2,3785644.12,8921792.64,12510394.87,3606323.15,1923645.64,2162892.88,5169915.63,8853158.03,4574401.19,858476.81,52366644.96 472 | Chicago,Cook County,21565,HMR,2009,2,4264760.06,3867112.23,15368090.32,4494950.14,2390220.53,2695539.55,2952473.68,6797860.05,4831600.73,944625.25,48607232.54 473 | Chicago,Cook County,21565,CHMR,2009,2,5966724.06,5395269.44,21459223.14,6282022.00,3332141.75,3745354.61,4106964.49,9484275.46,6745471.18,1312428.59,67829874.72 474 | Chicago,Cook County,21565,MPEA,2009,2,29261.34,413739.93,7454202.06,89547.65,68.00,35.00,12020.00,141278.29,290415.96,20155.78,8450724.01 475 | Chicago,Cook County,21565,RTA,2009,2,3878771.19,10370101.34,12549953.60,3604185.05,1921007.56,2163588.35,5182190.90,9690658.54,4667238.08,885684.50,54913379.11 476 | Chicago,Cook County,21565,SRTA,2009,2,852980.75,773648.29,3075647.61,899740.69,479287.66,539191.71,1217999.47,1366278.17,1037484.66,189244.45,10431503.46 477 | Chicago,DuPage County,59,ST,2009,2,,1865.91,,,,,,58163.21,14043.76,1532.23,270970.81 478 | Chicago,DuPage County,59,MT,2009,2,,983.04,,,,,,13395.73,2928.98,375.98,56745.67 479 | Chicago,DuPage County,59,HMR,2009,2,,466.40,,,,,,14540.28,3285.00,382.93,34966.71 480 | Chicago,DuPage County,59,CST,2009,2,,93.34,,,,,,2908.16,702.24,76.64,13545.38 481 | Chicago,DuPage County,59,RTA,2009,2,,737.25,,,,,,9947.73,2196.76,282.17,42460.88 482 | Chicago,Cook County,21664,ST,2009,3,17083146.52,15966932.20,62734348.25,17677140.54,9744032.58,9596660.27,24531930.83,29513914.71,21146697.26,4329727.18,212324530.34 483 | Chicago,Cook County,21664,MT,2009,3,3768211.33,8972378.24,12741801.70,3546478.48,1955633.39,1924423.04,5257388.24,9225182.40,4656802.72,937748.30,52986047.84 484 | Chicago,Cook County,21664,HMR,2009,3,4270877.72,3987953.68,15656677.90,4417425.07,2428580.47,2398591.16,3091424.51,7347888.85,4996490.66,1063050.45,49658960.47 485 | Chicago,Cook County,21664,CHMR,2009,3,5978374.89,5571597.49,21835647.04,6176369.66,3389031.39,3338607.63,4288785.17,10213784.59,6955062.10,1485798.00,69233057.96 486 | Chicago,Cook County,21664,MPEA,2009,3,20725.47,446245.97,7326470.18,66121.44,,,12744.00,184429.80,276993.21,17866.02,8351596.09 487 | Chicago,Cook County,21664,RTA,2009,3,3856040.13,10413093.79,12767576.49,3547888.95,1954306.22,1925599.89,5283215.89,10043128.34,4745117.82,963055.91,55499023.43 488 | Chicago,Cook County,21664,SRTA,2009,3,854182.95,797991.37,3134349.46,883659.53,487047.98,479763.99,1224264.00,1472888.74,1056537.14,212621.11,10603306.27 489 | Chicago,DuPage County,58,ST,2009,3,,,,,,,,28886.20,20966.55,-11400.51,163891.41 490 | Chicago,DuPage County,58,MT,2009,3,,,,,,,,7394.05,4319.60,-2270.64,35142.53 491 | Chicago,DuPage County,58,HMR,2009,3,,,,,,,,7220.76,5241.37,-2657.17,29112.59 492 | Chicago,DuPage County,58,CST,2009,3,,,,,,,,1444.25,1048.33,-570.06,8194.42 493 | Chicago,DuPage County,58,RTA,2009,3,,,,,,,,5543.99,3239.72,-467.39,27583.49 494 | Chicago,Cook County,24266,ST,2009,4,22496265.51,16263558.97,57398186.68,19891881.35,11382062.72,8680993.32,22458158.78,30182974.17,19589676.30,4303391.82,212647149.62 495 | Chicago,Cook County,24266,MT,2009,4,4849822.33,9183905.78,11699645.10,3991660.27,2287025.70,1744231.46,4752472.61,9436130.83,4351911.44,980332.30,53277137.82 496 | Chicago,Cook County,24266,HMR,2009,4,5623500.59,4064747.79,14326178.46,4971875.76,2841321.72,2169784.31,3098979.33,7523457.45,4604437.08,1074809.45,50299091.94 497 | Chicago,Cook County,24266,CHMR,2009,4,7871693.54,5678657.72,20021136.03,6956331.77,3965980.42,3023071.43,4262262.85,10521503.12,6486303.16,1495931.64,70282871.68 498 | Chicago,Cook County,24266,MPEA,2009,4,34301.44,477743.94,7093043.75,73355.94,,,8899.48,203047.58,285972.15,15870.12,8192234.40 499 | Chicago,Cook County,24266,RTA,2009,4,4937035.22,10665008.09,11737210.66,3993424.56,2287370.59,1746022.46,4737950.88,10283370.69,4461402.88,1007979.93,55856775.96 500 | Chicago,Cook County,24266,SRTA,2009,4,1124761.50,813011.39,2868412.63,994616.25,568890.29,433995.24,1121572.90,1509015.36,978899.58,215042.48,10628217.62 501 | Chicago,DuPage County,58,ST,2009,4,,354.22,,,,,,31183.89,11158.39,604.35,99008.05 502 | Chicago,DuPage County,58,MT,2009,4,,724.31,,,,,,7827.01,2333.84,129.30,22155.88 503 | Chicago,DuPage County,58,HMR,2009,4,,88.55,,,,,,7709.07,2789.33,151.00,18891.57 504 | Chicago,DuPage County,58,CST,2009,4,,17.69,,,,,,1541.86,557.89,30.18,4932.96 505 | Chicago,DuPage County,58,RTA,2009,4,,543.27,,,,,,5870.19,1750.30,96.93,16947.56 506 | Chicago,Cook County,23278,ST,2010,1,16130775.52,15135648.75,52789221.28,15837948.38,9153894.74,7081286.14,25032674.99,25964155.75,18136118.61,3386483.06,188648207.22 507 | Chicago,Cook County,23278,MT,2010,1,3576972.87,8480266.08,10752458.34,3179365.67,1838560.82,1419783.48,5279105.81,8227771.78,4025989.56,780863.45,47561137.86 508 | Chicago,Cook County,23278,HMR,2010,1,4031286.66,3775962.01,13168751.04,3957479.91,2285105.73,1778680.09,3312644.10,6457273.77,4161465.68,845916.06,43774565.05 509 | Chicago,Cook County,23278,CHMR,2010,1,5641193.74,5274306.44,18374873.50,5535557.66,3194613.22,2465641.64,4535635.77,9020565.39,5777427.12,1177840.56,60997655.04 510 | Chicago,Cook County,23278,MPEA,2010,1,20605.91,423131.35,5915171.82,50353.96,,,5466.00,130965.10,203813.85,11205.21,6760713.20 511 | Chicago,Cook County,23278,RTA,2010,1,3663659.58,9838339.34,10781772.38,3180784.01,1839544.21,1419021.77,5237339.66,8980532.92,4115926.90,805692.57,49862613.34 512 | Chicago,Cook County,23278,SRTA,2010,1,806458.18,755797.87,2636767.59,791764.60,457505.51,354122.32,1249566.88,1297111.77,906413.89,169215.08,9424723.69 513 | Chicago,DuPage County,63,ST,2010,1,,,,,52916.48,,,23566.15,16772.02,668.46,144885.21 514 | Chicago,DuPage County,63,MT,2010,1,,,,,10583.29,,,6350.67,3468.59,139.75,31254.28 515 | Chicago,DuPage County,63,HMR,2010,1,,,,,13229.00,,,5890.78,4192.59,167.10,23675.96 516 | Chicago,DuPage County,63,CST,2010,1,,,,,2645.85,,,1178.14,838.62,33.43,7244.11 517 | Chicago,DuPage County,63,RTA,2010,1,,,,,7937.48,,,4763.78,2601.48,104.83,23431.99 518 | Chicago,Cook County,21410,ST,2010,2,17496029.03,16819146.28,65129935.40,18992791.20,10330781.82,10660728.38,29486038.89,27819088.38,21760246.66,3788259.61,222283045.65 519 | Chicago,Cook County,21410,MT,2010,2,3843672.37,9009071.61,13235524.95,3804365.90,2073366.13,2137648.06,6178019.59,8370558.36,5428243.85,856436.98,54936907.80 520 | Chicago,Cook County,21410,HMR,2010,2,4371601.00,4201489.64,16250068.67,4748314.72,2573369.26,2657755.72,3520961.05,6913474.77,4989354.67,938885.90,51165275.40 521 | Chicago,Cook County,21410,CHMR,2010,2,6114867.09,5869463.23,22640455.87,6650174.21,3584166.51,3696808.13,4876876.84,9653619.21,6955330.64,1306395.31,71348157.04 522 | Chicago,Cook County,21410,MPEA,2010,2,24729.75,472386.43,7628401.23,64021.37,,,9106.02,196106.30,283063.81,17260.45,8695075.36 523 | Chicago,Cook County,21410,RTA,2010,2,3927704.74,10417422.08,13263912.49,3807251.20,2068716.67,2131850.72,6140775.42,9068038.00,5674048.33,880991.33,57380710.98 524 | Chicago,Cook County,21410,SRTA,2010,2,874726.46,840556.20,3253035.51,949483.19,516231.74,532938.50,1472070.03,1389509.66,1081526.99,188845.46,11098923.74 525 | Chicago,DuPage County,53,ST,2010,2,,,,,,,54975.12,28303.02,19396.75,969.40,171171.79 526 | Chicago,DuPage County,53,MT,2010,2,,,,,,,10994.80,7458.90,4002.09,200.07,36361.21 527 | Chicago,DuPage County,53,HMR,2010,2,,,,,,,246.07,7075.35,4849.09,242.24,29294.43 528 | Chicago,DuPage County,53,CST,2010,2,,,,,,,2748.66,1415.08,969.77,48.43,8558.44 529 | Chicago,DuPage County,53,RTA,2010,2,,,,,,,8109.65,5593.38,3001.56,149.96,27133.67 530 | Chicago,Cook County,21567,ST,2010,3,16994919.25,17211273.40,66958675.06,17828215.16,11036993.67,10059326.85,29091840.42,29532243.16,23853500.06,3887790.57,226454777.60 531 | Chicago,Cook County,21567,MT,2010,3,3989240.69,8835301.67,13595020.50,3799892.28,2255907.93,2062367.97,6162150.99,8608282.54,5883913.78,902603.20,56094681.55 532 | Chicago,Cook County,21567,HMR,2010,3,4481161.82,4292758.33,16673097.28,4739302.46,2797922.98,2564658.65,3757661.85,7164777.77,5671066.04,1011344.34,53153751.52 533 | Chicago,Cook County,21567,CHMR,2010,3,4482768.57,4276589.77,16858556.05,4798297.75,2819056.66,2589701.79,3781787.83,7272530.43,5757808.64,1032322.05,53669419.54 534 | Chicago,Cook County,21567,MPEA,2010,3,22101.00,508832.30,7782272.22,67795.10,,,11247.00,299663.38,299082.26,19942.08,9010935.34 535 | Chicago,Cook County,21567,RTA,2010,3,4089024.82,10159628.04,13615059.51,3798646.52,2237989.52,2061738.31,6119773.81,9306217.50,6107455.74,924607.72,58420141.49 536 | Chicago,Cook County,21567,SRTA,2010,3,896243.60,860021.24,3339332.42,948460.61,560386.01,513635.61,1452758.58,1439599.52,1219206.45,202990.49,11432634.53 537 | Chicago,DuPage County,63,ST,2010,3,,,,,37190.38,,,31033.29,124032.55,1098.14,212693.29 538 | Chicago,DuPage County,63,MT,2010,3,,,,,7438.06,,,8251.60,24918.76,223.08,44928.23 539 | Chicago,DuPage County,63,HMR,2010,3,,,,,9297.54,,,8269.60,31007.90,274.30,49063.81 540 | Chicago,DuPage County,63,CST,2010,3,,,,,1859.51,,,1653.94,6201.56,54.89,10736.79 541 | Chicago,DuPage County,63,RTA,2010,3,,,,,5578.53,,,6188.21,18577.72,167.28,33584.31 542 | Chicago,Cook County,23992,ST,2010,4,23297274.35,17192013.91,63037549.39,23385740.58,12206252.48,9277776.27,28697259.00,31203337.48,23436157.45,4517776.00,236251136.91 543 | Chicago,Cook County,23992,MT,2010,4,5126179.58,9260087.23,12849329.86,4708095.49,2463033.31,1863089.72,6006227.18,9273498.43,5729282.94,1018697.08,58297520.82 544 | Chicago,Cook County,23992,HMR,2010,4,5807457.22,4295574.67,15761904.43,5876651.84,3044544.35,2319075.98,3834053.37,7777436.77,5479105.65,1123857.34,55319661.62 545 | Chicago,Cook County,23992,CHMR,2010,4,5787666.59,4322757.00,15889257.26,5886914.58,3044479.87,2323581.19,3854110.90,7852615.38,5515060.56,1129164.16,55605607.49 546 | Chicago,Cook County,23992,MPEA,2010,4,36104.43,457856.14,7666695.75,73067.12,,,8181.00,292589.52,313829.75,13180.05,8861503.76 547 | Chicago,Cook County,23992,RTA,2010,4,5224088.65,10711816.05,12897954.62,4707310.25,2450379.58,1865420.53,5935796.86,10030353.65,5970473.10,1047220.96,60840814.25 548 | Chicago,Cook County,23992,SRTA,2010,4,1164670.99,859449.81,3153585.24,1175656.94,612383.22,463792.94,1432230.28,1561142.63,1173489.45,225769.31,11822170.81 549 | Chicago,DuPage County,58,ST,2010,4,,489.46,,,,,,32975.15,47275.74,1718.72,151829.24 550 | Chicago,DuPage County,58,MT,2010,4,,446.91,,,,,,8485.13,9581.91,345.31,32733.19 551 | Chicago,DuPage County,58,HMR,2010,4,,122.24,,,,,,8243.28,11818.79,429.17,31516.27 552 | Chicago,DuPage County,58,CST,2010,4,,24.50,,,,,,1648.75,2363.77,85.87,7591.33 553 | Chicago,DuPage County,58,RTA,2010,4,,335.18,,,,,,6361.53,7186.42,258.29,24534.32 554 | Chicago,Cook County,22339,ST,2011,1,16534397.84,15023093.17,56062911.69,16087029.32,9993633.53,6984483.11,29148811.94,26852363.89,20170179.26,4065831.13,200922734.88 555 | Chicago,Cook County,22339,MT,2011,1,3796330.77,8528364.17,11437973.77,3223941.31,2010399.55,1404362.44,6097555.92,8413418.39,5013899.60,896943.77,50823189.69 556 | Chicago,Cook County,22339,HMR,2011,1,4132359.15,3753483.77,13988908.26,4024538.95,2491242.97,1745528.58,3677280.44,6657405.66,4620009.90,1011339.34,46102097.02 557 | Chicago,Cook County,22339,CHMR,2011,1,4132917.53,3740922.28,14079425.26,4033395.29,2495803.49,1747462.16,3618267.64,6721836.29,4661497.13,1029212.36,46260739.43 558 | Chicago,Cook County,22339,MPEA,2011,1,20222.61,354736.41,6550548.37,56391.23,,,6238.64,183653.50,236631.92,10831.83,7419254.51 559 | Chicago,Cook County,22339,RTA,2011,1,3918810.51,9905765.85,11486108.48,3223488.45,2010937.17,1406123.67,6035865.40,9169165.15,5256250.25,914959.26,53327474.19 560 | Chicago,Cook County,22339,SRTA,2011,1,826480.69,750855.28,2799906.58,805130.93,499208.02,349136.62,1455063.99,1340913.75,1007050.84,203162.03,10036908.73 561 | Chicago,DuPage County,150,ST,2011,1,,273.48,,,52913.62,.02,,33034.66,13828.36,658.49,126449.30 562 | Chicago,DuPage County,150,MT,2011,1,,445.40,,,10582.63,,,8678.45,2886.83,133.76,27874.75 563 | Chicago,DuPage County,150,HMR,2011,1,,68.15,,,13228.22,,,8256.81,3456.02,162.29,25732.15 564 | Chicago,DuPage County,150,CST,2011,1,,13.67,,,2645.65,,,1651.39,691.44,32.91,6321.96 565 | Chicago,DuPage County,150,RTA,2011,1,,334.06,,,7937.00,-.02,,6505.88,2165.40,99.17,20910.82 566 | Chicago (Cook),Cook County,22963,ST,2011,2,18303100.56,17002783.86,71220714.82,21378449.46,11913371.73,10419141.12,31396544.34,28376652.51,23220855.30,4293510.15,237525123.85 567 | Chicago (Cook),Cook County,22963,MT,2011,2,4096591.66,8986869.40,14498334.62,4321115.92,2392390.43,2090476.80,6580060.59,8928839.53,5423219.32,958099.50,58275997.77 568 | Chicago (Cook),Cook County,22963,HMR,2011,2,4575711.70,4249615.41,17796693.86,5341908.84,2972998.00,2604087.91,4196678.09,7056092.11,5339871.89,1071257.98,55204915.79 569 | Chicago (Cook),Cook County,22963,CHMR,2011,2,4574651.46,4259753.70,17844921.17,5347037.50,3037549.27,2607144.06,4208409.52,7015742.32,5361906.12,1070021.34,55327136.46 570 | Chicago (Cook),Cook County,22963,MPEA,2011,2,26258.13,553470.22,8518228.66,69220.06,,,9838.00,190607.87,355691.67,16328.16,9739642.77 571 | Chicago (Cook),Cook County,22963,RTA,2011,2,4205463.77,10380423.71,14554452.03,4329841.28,2391648.75,2091531.23,6547352.00,9740440.85,5598312.71,982089.41,60821555.74 572 | Chicago (Cook),Cook County,22963,SRTA,2011,2,915146.55,850120.64,3560963.89,1068935.65,595660.72,520955.79,1569674.58,1418781.47,1161027.84,214666.34,11875933.47 573 | Chicago (Dupage),DuPage County,58,ST,2011,2,,,,,,,,39408.71,9247.98,1073.22,158309.03 574 | Chicago (Dupage),DuPage County,58,MT,2011,2,,,,,,,,9908.30,1961.75,217.04,34095.85 575 | Chicago (Dupage),DuPage County,58,HMR,2011,2,,,,,,,,9851.70,2311.51,270.11,28592.60 576 | Chicago (Dupage),DuPage County,58,CST,2011,2,,,,,,,,1970.41,462.36,53.64,7915.31 577 | Chicago (Dupage),DuPage County,58,RTA,2011,2,,,,,,,,7431.16,1471.41,163.98,25573.20 578 | Chicago (Cook),Cook County,22425,ST,2011,3,18715454.37,17932946.02,71590313.49,20797712.72,11317070.33,9856619.91,32302511.98,30761332.57,23841385.98,4390776.89,241506124.26 579 | Chicago (Cook),Cook County,22425,MT,2011,3,4248309.11,9515236.49,14562621.24,4163110.59,2284218.49,1978961.78,6824336.86,9911108.31,5208756.73,980836.05,59677495.65 580 | Chicago (Cook),Cook County,22425,HMR,2011,3,4676486.62,4482952.41,17887609.39,5198331.39,2835825.61,2462469.51,4088093.24,7653018.42,5465809.55,1084940.95,55835537.09 581 | Chicago (Cook),Cook County,22425,CHMR,2011,3,4674131.58,4484202.34,17923041.77,5198473.36,2837108.05,2463572.10,4088886.40,7664859.16,5477421.27,1086542.85,55898238.88 582 | Chicago (Cook),Cook County,22425,MPEA,2011,3,23570.54,517370.23,8691685.33,73437.86,,,11753.00,201532.10,421727.32,19691.09,9960767.47 583 | Chicago (Cook),Cook County,22425,RTA,2011,3,4370137.51,10992524.31,14611913.38,4161894.53,2282228.56,1979463.59,6798342.71,10849114.72,5288112.49,1005604.52,62339336.32 584 | Chicago (Cook),Cook County,22425,SRTA,2011,3,935770.32,896640.82,3579497.21,1039890.14,568366.66,492827.55,1614917.95,1538023.02,1192058.65,219537.72,12077530.04 585 | Chicago (Dupage),DuPage County,54,ST,2011,3,,,,,,,,-2250.60,6188.39,1265.89,30005.30 586 | Chicago (Dupage),DuPage County,54,MT,2011,3,,,,,,,,858.11,6242.19,255.95,12514.67 587 | Chicago (Dupage),DuPage County,54,HMR,2011,3,,,,,,,,-563.13,1473.06,316.32,9966.53 588 | Chicago (Dupage),DuPage County,54,CST,2011,3,,,,,,,,-112.51,309.45,63.28,1500.26 589 | Chicago (Dupage),DuPage County,54,RTA,2011,3,,,,,,,,643.63,4681.66,191.94,9386.10 590 | Chicago (Cook),Cook County,24633,ST,2011,4,23776006.85,17450497.93,69382059.53,23964005.86,16046722.15,9501150.32,29622433.57,29857931.91,23538284.32,4906307.11,248045399.55 591 | Chicago (Cook),Cook County,24633,MT,2011,4,5294169.59,9486948.39,14129145.92,4796591.59,3224726.50,1909304.39,6209750.52,9911227.81,5196410.25,1093293.09,61251568.05 592 | Chicago (Cook),Cook County,24633,HMR,2011,4,5943782.20,4361322.62,17335689.83,5989386.44,4009409.65,2374487.20,3695142.28,7445029.27,5382123.97,1222606.30,57758979.76 593 | Chicago (Cook),Cook County,24633,CHMR,2011,4,5942965.23,4373029.92,17353936.74,5991141.87,4244226.46,2377421.74,3724417.04,7232983.19,5399347.39,1227189.89,57866659.47 594 | Chicago (Cook),Cook County,24633,MPEA,2011,4,38275.98,497121.49,8393456.66,80355.30,,,8818.00,148596.83,413511.33,14031.49,9594167.08 595 | Chicago (Cook),Cook County,24633,RTA,2011,4,5428264.18,10983252.88,14182197.06,4796058.85,3226689.56,1910870.06,6197542.69,10891504.03,5304257.09,1121134.63,64041771.03 596 | Chicago (Cook),Cook County,24633,SRTA,2011,4,1188798.25,872517.29,3469082.76,1198194.95,802338.09,475056.32,1480855.12,1492858.54,1176892.11,245313.41,12401906.84 597 | Chicago (Dupage),DuPage County,44,ST,2011,4,,,,,,,,-3692.16,10033.28,921.80,14933.55 598 | Chicago (Dupage),DuPage County,44,MT,2011,4,,,,,,,,-381.39,-2798.09,184.31,-1339.86 599 | Chicago (Dupage),DuPage County,44,HMR,2011,4,,,,,,,,-923.05,2508.04,230.30,2105.13 600 | Chicago (Dupage),DuPage County,44,CST,2011,4,,,,,,,,-184.61,501.67,46.07,746.64 601 | Chicago (Dupage),DuPage County,44,RTA,2011,4,,,,,,,,-285.95,-2564.88,138.22,-1471.09 602 | Chicago (Cook),Cook County,22936,ST,2012,1,18887148.64,16185354.22,62117172.52,17352693.36,14166524.92,7891375.77,32494883.62,29752400.16,20989444.21,4220617.81,224057615.23 603 | Chicago (Cook),Cook County,22936,MT,2012,1,4379185.22,9074313.20,12613418.04,3474530.11,2844321.07,1586403.73,6771568.73,9598795.07,4643573.06,948666.08,55934774.31 604 | Chicago (Cook),Cook County,22936,HMR,2012,1,4721729.96,4042074.67,15522303.53,4337703.94,3540817.62,1972876.13,3924002.84,7119357.94,4739648.12,1055285.11,50975799.86 605 | Chicago (Cook),Cook County,22936,CHMR,2012,1,3780820.40,3248417.37,12514514.20,3484186.67,3143918.72,1591084.32,3175410.23,5757413.80,3849422.23,873175.87,41418363.81 606 | Chicago (Cook),Cook County,22936,MPEA,2012,1,20637.28,382219.21,7329519.27,62639.53,,,5681.00,235224.83,274425.14,11814.82,8322161.08 607 | Chicago (Cook),Cook County,22936,RTA,2012,1,4528948.91,10525305.64,12652579.69,3473811.40,2846374.14,1588690.83,6731939.36,10565174.19,4728188.35,975265.49,58616278.00 608 | Chicago (Cook),Cook County,22936,SRTA,2012,1,944356.49,809264.26,3105828.65,867860.58,708322.86,394567.37,1624618.59,1430861.63,1049462.41,211025.37,11146168.21 609 | Chicago (Dupage),DuPage County,36,ST,2012,1,,,,,,,,8994.84,5589.37,791.91,24901.09 610 | Chicago (Dupage),DuPage County,36,MT,2012,1,,,,,,,,2117.22,1194.21,158.28,5535.26 611 | Chicago (Dupage),DuPage County,36,HMR,2012,1,,,,,,,,2248.45,1397.20,197.67,4112.92 612 | Chicago (Dupage),DuPage County,36,CST,2012,1,,,,,,,,449.72,279.44,39.56,1244.89 613 | Chicago (Dupage),DuPage County,36,RTA,2012,1,,,,,,,,1587.98,895.65,118.50,4151.20 614 | Chicago (Cook),Cook County,22229,ST,2012,2,19479956.08,17586410.28,74911488.39,20923808.54,11191714.15,10867241.96,33456291.15,30008706.99,22267074.49,4657441.70,245350133.73 615 | Chicago (Cook),Cook County,22229,MT,2012,2,4486559.39,9421681.78,15244069.35,4188012.31,2248632.50,2181160.24,6997092.06,10006166.29,4920802.61,1043657.59,60737834.12 616 | Chicago (Cook),Cook County,22229,HMR,2012,2,4869961.54,4396294.82,18724498.02,5228329.96,2797165.69,2716613.76,4067691.87,7752882.29,5047822.48,1161005.62,56762266.05 617 | Chicago (Cook),Cook County,22229,CHMR,2012,2,3896984.66,3523542.09,15056203.59,4188702.67,2243875.55,2181696.34,3280714.34,6237517.64,4051742.64,937523.13,45598502.65 618 | Chicago (Cook),Cook County,22229,MPEA,2012,2,25550.78,484438.26,8813680.64,78352.67,,,8623.00,186461.39,444709.57,20299.90,10062116.21 619 | Chicago (Cook),Cook County,22229,RTA,2012,2,4634097.82,10896271.68,15304486.13,4186593.62,2250495.80,2182872.50,6948964.81,10948944.31,5013466.32,1070743.17,63436936.16 620 | Chicago (Cook),Cook County,22229,SRTA,2012,2,973996.46,879318.07,3745554.28,1046186.27,559579.66,543361.06,1672676.76,1557162.77,1113351.30,232870.67,12324057.30 621 | Chicago (Dupage),DuPage County,36,ST,2012,2,,,,,,,,8925.56,6457.66,,30240.92 622 | Chicago (Dupage),DuPage County,36,MT,2012,2,,,,,,,,2032.38,1363.47,,6417.33 623 | Chicago (Dupage),DuPage County,36,HMR,2012,2,,,,,,,,2231.02,1614.04,,5917.76 624 | Chicago (Dupage),DuPage County,36,CST,2012,2,,,,,,,,446.22,322.93,,1511.97 625 | Chicago (Dupage),DuPage County,36,RTA,2012,2,,,,,,,,1524.21,1022.60,,4812.71 626 | --------------------------------------------------------------------------------
17 | ##
ST
18 | ## 18,887,148.64
19 | ## 16,185,354.22
20 | ## 62,117,172.52
21 | ## 17,352,693.36
22 | ## 14,166,524.92
23 | ## 7,891,375.77
24 | ## 32,494,883.62
25 | ## 29,752,400.16
26 | ## 20,989,444.21
27 | ## 4,220,617.81
28 | ## 224,057,615.23

 47 | #
RTA
48 | #
49 | #
50 | #
51 | #
52 | #
53 | #
54 | #
55 | # 1,587.98
56 | # 895.65
57 | # 118.50
58 | # 4,151.20

 17 | ##
ST
b 18 | ## 18,887,148.64
19 | ## 16,185,354.22
20 | ## 62,117,172.52
21 | ## 17,352,693.36
22 | ## 14,166,524.92
23 | ## 7,891,375.77
24 | ## 32,494,883.62
25 | ## 29,752,400.16
26 | ## 20,989,444.21
27 | ## 4,220,617.81
28 | ## 224,057,615.23