Determine census tract of US address - ruby

I have a list of about 20k addresses in the US, and I would like to determine each one's census tract. I found a tool online that does this here, but making 20,000 requests and screenscraping the output seems like the wrong way to do.
One idea I had was to use some open source library like this to search the shapefiles provided here. However, it seems like someone should have written a utility to do something like
Geocoder.census_tract_of_address("200 N State Chicago IL 60601")
Does anyone know of such a thing? How best should I attack this problem?

You can geocode your address to get latitude and longitude from one of the many geocoding services out there (try Google, Yahoo, or OpenStreetMap).
Then you can look up the census tract using:
http://askgeo.com
(Full disclosure: I run that site.)
It is a commercial solution where you can purchase access to the Web API, or purchase the Java Library to do your queries on your own system.

Alternately, if you geocode your address you can use the Data.gov service to retrieve the census geography ID by coordinates: this will return the ID that is used by all the other Data.gov webservices.
Take a look at https://www.temboo.com/library/Library/DataGov/GetCensusIDByCoordinates/

Related

Best/fastest way to find current user location on Windows Phone App

I am trying to figure out what is the fastest way the figure out the current user Country. I know there are a lot of location examples online, my actual is question: since I don't care much about precision, is it OK if I use RegionInfo.CurrentRegion.DisplayName; to figure out the user country?
What are the downsides of using this approach (besides precision)?
No, you shouldn't use RegionInfo.CurrentRegion for that.
For example, I live in Montenegro, but RegionInfo.CurrentRegion on my phone will return USA, which is completely irrelevant being almost 4000 miles away from here.
You have to use Geolocator class for that. Here's some sample code.

Not your typical Mapping App

I'm in the concept development stage of an iOS app that is essentially a game. One of the things I want to do is to get information about the current location. I've not used the map kit so far, and after a quick read through various documentation, it looks like it is designed mainly as a display kit. What I'd like to do in addition to displaying a map is to query data that might be at the location. For example, if I provide latitude and longitude, I want to know whether that location represents land or water. If it's on land, how close is it to the nearest street? If it's not near a street, what other information might there be about the spot?
I realize there are vast amounts of data available that are geocoded, but is there any information that can be queried directly from the map kit? I would have thought things like elevation would be easily available, but I haven't seen anything like that yet. Am I just looking in the wrong place?
As far as I am aware there is no data that you can query directly from MapKit - i.e. you cannot ask MapKit if a location is on land or water.
You could use reverse geo-coding with the current longitude/latitude to find out details about the location, for example nearest street/town, or which country the location is in.
Check out the built in Apple Geocoding framework, or the Google Geocoding API
Hope this helps.

address finder using post codes in magento1.6

After searching the web and seeing that the PAF file is not free I'm guessing there is no way to do this.. but.. does anyone know of a free system that can find a list of address with a postcode. It just seems odd to me that google can show all address wherever you click on a map. It knows the bounds of a postcode area, but there seems to be no way of listing all those address.
I need a free solution. I'm aware of postcode anywhere and that their sales people are very active within stackoverflow, but I cannot afford to pay their prices on this project.
This project only requires UK and india postcodes.
If I understand correctly, you are looking for a list/database of all mailable addresses within a certain postcode? Is that right? That will be difficult to find, at least for free. I know you don't need US data, but for reference, the US Postal Service is not allowed to give out this type of information, even for a fee, due to privacy concerns. I assume that other countries have similar policies.
I work for a US-based address verification service called SmartyStreets so I have some experience with this. There are third party services, you mentioned one, that have aggregated their own lists from various sources and can generate "saturation" mailing lists for specific postal codes. However, due to the cost involved in generating and maintaining these lists, I doubt that you will find this type of list for free.

Finding Websites From Company Name

I've got a list of 6,000 company names (along with their headquarters address) and I need to find the web address for each of them. I'm considering using the Google Web API (obviously this will take a few days as only 1,000 queries per day are allowed) to do this(search for "COMPANY_NAME CITY STATE") and then take the first result. However I'm not 100% sure this will work, and I feel like there's a better way. I can do this in any language I know really, C++, Java, PHP, Python. This only has to be run once.
How would I use WHOIS to do this? I know how I would do it if I already knew the URL, but not the other way around(name to URL). And what would I do if it were privately registered?
BTW, these are US businesses.
You can use WHOIS instead of Google API for it.
Use Amazons Mechanical Turk. It's perfect for these kinds of tasks which can be hard to automate and typically need a person to validate them. It will cost a little but it should be manageable, depending on how bad you want the results.

How do you perform address validation? [closed]

Closed. This question does not meet Stack Overflow guidelines. It is not currently accepting answers.
We don’t allow questions seeking recommendations for books, tools, software libraries, and more. You can edit the question so it can be answered with facts and citations.
Closed 2 years ago.
The community reviewed whether to reopen this question 11 months ago and left it closed:
Original close reason(s) were not resolved
Improve this question
Is it even possible to perform address (physical, not e-mail) validation? It seems like the sheer number of address formats, even in the US alone, would make this a fairly difficult task. On the other hand it seems like a task that would be necessary for several business requirements.
Here's a free and sort of "outside the box" way to do it. Not 100% perfect, but it should reject blatantly non-existent addresses.
Submit the entire address to Google's geocoding web service. This service attempts to return the exact coordinates of the location you feed it, i.e. latitude and longitude.
In my experience if the address is invalid you will get a result of 602 from the service. There's definitely a possibility of false positives or false negatives, but used in conjunction with other consistency checks it could be useful.
(Yahoo's geocoding web service, on the other hand, will return the coordinates of the center of the town if the town exists but the rest of the address is bogus. Potentially useful as long as you pay close attention to the "precision" field in the result).
There are a number of good answers in here but most of them make the assumption that the user wants an "API" solution where they must write code to connect to a 3rd-party service and/or screen scrape the USPS. This is all well and good, but should be factored into the business requirements and costs associated with the implementation and then weighed against the desired benefits.
Depending upon the business requirements and the way that the data is received into the system, a real-time address processing solution may be the best bet. If a real-time solution is required, you will want to consider the license agreement and technical limitations of the Google Maps/Bing/Yahoo APIs. They typically limit the number of calls you can make each day. The USPS web tools API is the same in additional they restrict how/why you can use their system and how you are allowed to use the data thereafter.
At the same time, there are a handful of great service providers that can easily process a static list of addresses. Essentially, you give the service provider a CSV file or Excel file, they clean it up and get it back to you. It's a one-time deal with no long-term commitment or obligation—usually.
Full disclosure: I'm the founder of SmartyStreets. We do address verification for addresses within the United States. We are easily able to CASS certify a list and we also offer a address verification web service API. We have no hidden fees, contracts, or anything. You use our service until you no longer need it and you can walk away. (Unlike cell phone companies that require a contract.)
USPS has an address cleaner online, which someone has screen scraped into a poor man's webservice. However, if you're doing this often enough, it'd be a better idea to apply for a USPS account and call their own webservice.
I will refer you to my blog post - A lesson in address storage, I go into some of the techniques and algorithms used in the process of address validation. My key thought is "Don't be lazy with address storage, it will cause you nothing but headaches in the future!"
Also, there is another StackOverflow question that asks this question entitled How should international geographic addresses be stored in a relational database.
In the course of developing an in-house address verification service at a German company I used to work for I've come across a number of ways to tackle this issue. I'll do my best to sum up my findings below:
Free, Open Source Software
Clearly, the first approach anyone would take is an open-source one (like openstreetmap.org), which is never a bad idea. But whether or not you can really put this to good and reliable use depends very much on how much you need to rely on the results.
Addresses are an incredibly variable thing. Verifying U.S. addresses is not an easy task, but bearable, but once you're going for Europe, especially the U.K. with their extensive Postal Code system, the open-source approach will simply lack data.
Web Services / APIs
Enterprise-Class Software
Money gets it done, obviously. But not every business or developer can spend ~$0.15 per address lookup (that's $150 for 1,000 API requests) - a very expensive business model the vast majority of address validation APIs have implemented.
What I ended up integrating: streetlayer API
Since I was not willing to take on the programmatic approach of verifying address data manually I finally came to the conclusion that I was in need of an API with a price tag that would not make my boss want to fire me and still deliver solid and reliable international verification results.
Long story short, I ended up integrating an API built by apilayer, called "streetlayer API". I was easily convinced by a simple JSON integration, surprisingly accurate validation results and their developer-friendly pricing. Also, 100 requests/month are entirely free.
Hope this helps!
I have used the services of http://www.melissadata.com Their "address object" works very well. Its pricey, yes. But when you consider costs of writing your own solutions, the cost of dirty data in your application, returned mailers - lost sales, and the like - the costs can be justified.
For us-based address data my company has used GeoStan. It has bindings for C and Java (and we created a Perl binding). Note that it is a commercial product and isn't cheap. It is quite fast though (~300 addresses per second) and offers features like CASS certification (USPS bulk mail discount), DPV (Delivery point verification) flagging, and LON/LAT geocoding.
There is a Perl module Geo::PostalAddress, but it uses heuristics and doesn't have the other features mentioned for GeoStan.
Edit: some have mentioned 'doing it yourself', if you do decide to do this, a good source of information to start with is the US Census Tiger Data Set, which contains a lot of information about the US including address information.
As seen on reddit:
$address = urlencode('1600 Pennsylvania Avenue, Washington, DC');
$json = json_decode(file_get_contents("http://where.yahooapis.com/geocode?q=$address&flags=J"));
print_r($json);
Fixaddress.com service is available that provides following services,
1) Address Validation.
2) Address Correction.
3) Address spell correcting.
4) Correct addresses phonetic mistakes.
Fixaddress.com uses USPS and Tiger data as reference data.
For more detail visit below link,
http://www.fixaddress.com/
One area where address lookups have to be performed reliably is for VOIP E911 services. I know companies reliably using the following services for this:
Bandwidth.com 9-1-1 Access API MSAG Address Validation
MSAG = Master Street Address Guide
https://www.bandwidth.com/9-1-1/
SmartyStreet US Street Address API
https://smartystreets.com/docs/cloud/us-street-api
There are companies that provide this service. Service bureaus that deal with mass mailing will scrub an entire mailing list to that it's in the proper format, which results in a discount on postage. The USPS sells databases of address information that can be used to develop custom solutions. They also have lists of approved vendors who provide this kind of software and service.
There are some (but not many) packages that have APIs for hooking address validation into your software.
However, you're right that its a pretty nasty problem.
http://www.usps.com/ncsc/ziplookup/vendorslicensees.htm
As mentioned there are many services out there, if you are looking to truly validate the entire address then I highly recommend going with a Web Service type service to ensure that changes can quickly be recognized by your application.
In addition to the services listed above, webservice.net has this US Address Validation service. http://www.webservicex.net/WCF/ServiceDetails.aspx?SID=24
We have had success with Perfect Address.
Their database has all the US street names and street number ranges. Also acts as a pretty decent parser for free-form address fields, if you are lucky enough to have that kind of data.
Validating it is a valid address is one thing.
But if you're trying to validate a given person lives at a given address, your only almost-guarantee would be a test mail to the address, and even that is not certain if the person is organised or knows somebody at that address.
Otherwise people could just specify an arbitrary random address which they know exists and it would mean nothing to you.
The best you can do for immediate results is request the user send a photographed / scanned copy of the head of their bank statement or some other proof-of-recent-residence, because at least then they have to work harder to forget it, and forging said things show up easily with a basic level of image forensic analysis.
There is no global solution. For any given country it is at best rather tricky.
In the UK, the PostOffice controlls postal addresses, and can provide (at a cost) address information for validation purposes.
Government agencies also keep an extensive list of addresses, and these are centrally collated in the NLPG (National Land and Property Gazetteer).
Actually validating against these lists is very difficult. Most people don't even know exactly how their address as it is held by the PostOffice. Some businesses don't even know what number they are on a particular street.
Your best bet is to approach a company that specialises in this kind of thing.
Yahoo has also a Placemaker API. It is good only for locations but it has an universal id for all world locations.
It look that there is no standard in ISO list.
You could also try SAP's Data Quality solutions which are available in both a server platform is processing a large number of requests or as an embeddable SDK if you wanted to run it in process with your application. We use it in our application and it's very robust and scalable.
NAICS.com is coming out with an API that will add all kinds of key business data including street address. This would happen on the fly as your site's forms are processed. https://www.naics.com/business-intelligence-api/
You can try Pitney Bowes “IdentifyAddress” Api available at - https://identify.pitneybowes.com/
The service analyses and compares the input addresses against the known address databases around the world to output a standardized detail. It corrects addresses, adds missing postal information and formats it using the format preferred by the applicable postal authority. I also uses additional address databases so it can provide enhanced detail, including address quality, type of address, transliteration (such as from Chinese Kanji to Latin characters) and whether an address is validated to the premise/house number, street, or city level of reference information.
You will find a lot of samples and sdk available on the site and i found it extremely easy to integrate.
For US addresses you can require a valid state, and verify that the zip is valid. You could even check that the zip code is in the right state, but beyond that I don't think there are many tests you could run that wouldn't provide a lot of false negatives.
What are you trying to do -- prevent simple mistakes or enforcing some kind of identity check?

Resources