US Census API now available(census.gov)

113 pointsby dangoldinvor 14 Jahren22 comments

http://www.census.gov/newsroom/releases/archives/miscellaneous/cb12-135.html

22 comments

Anyone know if there's an easy way to get the 2010 census data all at once the way they've made the 2000 census data available? (http://www2.census.gov/census_2000/datasets)

For ease of exploring new ideas it would be super handy to be able to push it all into a hadoop cluster on aws or some such nonsense.

EDIT: Found it! Hopefully... http://www2.census.gov/census_2010/04-Summary_File_1/

sp332vor 14 Jahren

Amazon has 2000 census data freely available http://aws.amazon.com/datasets/Economics/2290 as part of their Public Data Sets. I suppose they will have 2010 data up soon.

grantjgordonvor 14 Jahren

Thanks!

yummyfajitasvor 14 Jahren

Something I don't understand - what does an API actually offer?

Right now, I download a zip file containing a bunch of csv files. Then:

    $ unzip filename.zip

    $ ipython -pylab
    import pandas
    sum_data = read_csv("atussum_2011.dat")

    adult_indices = where(logical_and(sum_data[:]['TEAGE'] >= 18, sum_data[:]['TEAGE'] <= 65))[0]
    ...

How does an API benefit me? Having done plenty of work with json APIs, I can't see how it could possibly be easier than this.

azernikvor 14 Jahren

That is easy to do for a one-off processing (I did it recently), but in my opinion is a lot more of a pain if you want to do queries on-demand on your web server or mobile app in response to user input. Maybe less importantly, this means that the Census Bureau has written some handy search tools (filter by state, zip code, etc.) so that you don't have to - that was never a really big deal, but still annoying.

yummyfajitasvor 14 Jahren

Queries on demand, with handy search tools:

    $ scp census_data.csv admin@my_postgres_server:/tmp/census_data.csv
    $ ssh admin@my_postgres_server
    $ psql
    # CREATE TABLE census_data ... ;
    # COPY census_data FROM '/tmp/census_data.csv' (DELIMITER ',');
    # CREATE INDEX idx_census_zipcode ON census_data(zipcode);

To do the actual search:

    conn = psycopg2.connect("dbname=census_data user=postgres")
    cur = conn.cursor()
    cur.execute("SELECT count(id) FROM census_data WHERE zipcode='%s';", (zipcode, ))
    return cur.fetchone()

What advantage does http/json have over this?

(Yes, I realize I'm missing GROUP BY's.)

[edit: I don't mean to be negative about government transparency AT ALL. I'm only criticizing the particular technical choice here - for small structured data sets, a bunch of csv's in a zip file is the clear winner. Pandas/excel/etc >> json over http for ad-hoc work, and postgres >> json over http for interactive queries (or ad-hoc work).]

sholanozievor 14 Jahren

The retrieval and processing of the data is done externally (i.e. not on your server).

yummyfajitasvor 14 Jahren

CA is 973M as zipped csv. CA is a bit over 10% of the US population, so the whole data set will be about 10gb. You can fit that on one of the cheaper linodes pretty easily.

With a few indices and maybe even a materialized view (or even pruning data you don't need), you can answer most queries so fast that latency between linode and the census > query time.

I know munging csv's and writing sql isn't as sexy as JSON APIs or mongodb, but sometimes the simple solutions are the right ones.

mkopinskyvor 14 Jahren

>CA is 973M as zipped csv. CA is a bit over 10% of the US population, so the whole data set will be about 10gb. You can fit that on one of the cheaper linodes pretty easily.

You forgot about unzipping. The total is 13.49 GB zipped, or 133.4 GB unzipped. [0]

[0] http://www2.census.gov/census_2010/04-Summary_File_1/Califor...

sholanozievor 14 Jahren

I don't disagree with you, but for many people it's far more convenient to query an external API than to create their own.

Zevvor 14 Jahren

Why should I have to install Postgres to be able to play around with data? This is one less step to think about.

yummyfajitasvor 14 Jahren

As I pointed out in my first comment, you can also just load it with pandas/excel/etc. I brought up postgres for the specific case of "queries on-demand on your web server or mobile app".

knowtheoryvor 14 Jahren

It's good that they're trying to update census access, because by all accounts, trying to work with census data has been hell on earth.

A bunch of news apps guys under the aegis of Investigative Reporters & Editors put together an alternative API that's much easier to work with:

http://census.ire.org/

http://census.ire.org/docs/javascript-library.html

slurgfestvor 14 Jahren

If you think that working with US government data is hell on earth, what kind of publicly-provided data are you normally working with?

knowtheoryvor 14 Jahren

To be clear, it's not the data that they've collected that's the problem, it's the data access that the census has thus far provided. That's why it's so important that they've made an attempt to update their portal and API. That said... their dev forum still requires devs to wait for manual moderation in their sign up, for instance.

maclarenvor 14 Jahren

Another resource that has existed for a while is the "Integrated Public Use Microdata Series". Though I don't think they have an API, they do provide a vast amount of data and have tools for online analysis.

http://usa.ipums.org/usa/ http://usa.ipums.org/usa/doc.shtml

guanvor 14 Jahren

IPUMS is often used by the researchers (including myself) who would download the entire dataset and do regressions on it, which might be one reason why they haven’t bothered to create an API.

sinzonevor 14 Jahren

The US government is pushing down IT development costs by moving to an API centric model.

jsmcallistervor 14 Jahren

I've been hammering code on this all weekend. If anyone is interested in discussing, feel free to contact me. I'm mainly working on queries for county information regarding age, race, sex, occupation, and income.

bhermsvor 14 Jahren

Excited to see what kind of cool projects people come up with using this data. I'm trying to think something up right now myself.

dangoldinvor 14 Jahren

I'm impressed that the data is being returned as JSON rather than XML.

chickenheadvor 14 Jahren

I made this extension based off the API https://chrome.google.com/webstore/detail/ljbaebikafaieieblj...