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Greater London Authority spending: now you can see what's spent

The GLA Data Store now publishes spending over £1,000 in machine-readable format - so let's do some analysis

City Hall in London

City Hall in London. Now you can see inside to where the money goes. Photograph: David Levene

The top five organisations on which the Greater London Authority spent the most money in the month from 1 April to 1 May 2010? Coming right up: they're Heath Lambert Ltd (£253,342), Norland Managed Services Ltd (£99,903), Bow Tie Television (£88,711), Amaze [Europe] Ltd (£73,939), and Rufus Leonard Ltd (£72,024).

I'll leave it to other inquiring minds to find out who those companies are and why they were paid those amounts - but the fact that we can see them at all is a result of the new openness of the GLA, the creation of its Datastore (which is also on Twitter as @londondatastore) and the order of the mayor that all expenditure over £1,000 should be itemised and made available to the public.

You'll find the full details - in CSV (comma separated variable) or PDF - at its Expenditure over £1,000 web page, which has data going back to April 2008.

The format of the CSV files (which are of course the only ones that are even close to being machine-readable) is simply enough: vendor, expense description, amount, document number (of the invoice).

If you've got a spare moment and a copy of MySQL to hand (I'm on a Mac, so I use MAMP - which lets you create an entirely portable version of MySQL+PHP+Apache, and the donationware Sequel Pro to populate the databases) then it's simple to put together a database of expenditure. And then it's just one SQL query:
select sum(amount) as vendor, vendor from gla group by vendor order by sum(amount) desc
and you have the list of expenditures, organised by who got paid and how much.

There are some interesting ones among them £23,500 to Think Espionage Ltd - which isn't a sign of Boris Johnson developing paranoia about being bugged; it's a "creative marketing agency" - and the amounts spent on energy (£51,940 to EDF Energy), only beaten by the £55,345 paid to OCS Group UK (Catering).

There is huge potential in the publication of these numbers to see quite where your money is going if you're a London ratepayer - and it has to be said that even though this has been generally overshadowed by the launch of data.gov.uk, local spending transparency is the next big target for the government; David Cameron said in February that local government should publish details of spending - though the commitment was only for spending above £25,000. From the data published by the GLA, it's clear that the floor for publication should be where they've set it - £1,000.

With the push coming from inside government (via Tim Berners-Lee, who is espousing the data.gov.uk philosophy to local government) and the top (with the new administration), it's going to be an increasingly interesting time to be a data wrangler. Are you ready?

Download the original data: CSV PDF Full data back to 2008

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Data summary

GLA spending April 2010, by vendor

amount
vendor
253342.32 HEATH LAMBERT LIMITED
99903.48 NORLAND MANAGED SERVICES LTD
88711.1 BOW TIE TELEVISION LTD
73939.4 AMAZE (EUROPE) LTD
72024.4 RUFUS LEONARD LTD
72016.93 TRANSPORT FOR LONDON
61085.93 MITIE ENGINEERING MAINTENANCE
56393.65 MERRION SA
55345.08 OCS GROUP UK (CATERING)
51940.18 EDF ENERGY
50577.39 CHUBB SECURITY PERSONNELL LTD
48187.3 DELOITTE & TOUCHE LLP
47000 SEVENS7
41125 SAFFRON BRAND CONSULTANTS LIMITED
38950.31 SYKES & SON LTD
35408.16 COMPUTACENTER (UK) LTD
32552.53 MISCO
31000 THAMES FESTIVAL TRUST, THE
29375 SOUND & LIGHT PRODUCTIONS
29124.44 CRISTIE DATA LIMITED
26578.5 E-SYNERGY SOLUTIONS LTD
25471.97 NORTHGATE HR LIMITED
25244.98 ANDERS ELITE
25000 AMATEUR SWIMMING ASSOCIATION
24991.66 CACI LTD
23500 THINK ESPIONAGE LTD
22553.9 TMP (UK) Ltd
22323.67 BADENOCH & CLARK
21678.75 ICM RESEARCH
21100.26 CALYX UK LIMITED
19294.7 INSTITUTE OF PUBLIC FINANCE LTD
19262.5 MICHAEL PAGE LIMITED
18530.93 ACRE RESOURCES LTD
17396.45 CHRIS WAITE
15703.45 SPSS (UK) LTD
15000 ENGAGE GROUP
14097.22 THAMES WATER UTILITIES LIMITED
13809.41 THE AUDIT COMMISSION
12646.16 EC HARRIS LLP
11930.9 METROPOLITAN POLICE SERVICE
11750 SOUTH EAST FOOD GROUP PARTNERSHIP
11562 REED BUSINESS INFORMATION
11250.39 METASKIL PLC
9693.75 IPSOS MORI
8873.49 DAVID BALL RESTORATION
8871.25 15HATFIELDS LTD
8585.82 URBAN ESTATES MANAGEMENT LTD
7898.04 EC HARRIS
7876.9 GRAHAM ROBB ASSOCIATES
7855.1 R P EALES T/A COLLINGWOOD ENVIRONMENT
7705.65 WRAGGE & CO
7000 LONDON 21 SUSTAINABILITY NETWORK
6922.31 RECRUITMENT RECOVERY T/A CONSTRUCT
6500 ENSEMBLE PRODUCTIONS
6400.9 TRADE WINDS
6357.21 LONDON DEVELOPMENT AGENCY
6236.17 HUNTRESS SEARCH LTD
5961.77 ROFFEY PARK INSTITUTE LTD
5867.95 IMAGINATORS
5796 VAN VYNCK ENVIRONMENTAL SERVICES LIMITED
5702.04 SM PORTFOLIO LTD
5275.75 SWEET & MAXWELL LTD
4830 CASH FRIDAY
4820.44 MATCHTECH GROUP PLC
4693.11 HUNTERS OFFICE INTERIOR SOLUTIONS
4633.85 LONDON COUNCILS
4582.5 OPEN IQ
4000 LONDON CHAMBER ORCHESTRA
3900 PECAN TREE LTD
3819.48 PAWSON MEDIA LTD
3697.25 OCS SUPPORT SERVICES LTD
3583.75 CAPSCAN Ltd
3448.01 HEWLETT-PACKARD LTD
3175.98 GOODMAN MASSON
3172.5 FACTIVA LIMITED
2935.62 AHREND
2925.73 ORACLE CORPORATION UK LTD
2457.55 DSG RETAIL LTD
2374.68 EMERALD GROUP PUBLISHING
2337.08 ODGERS RAY & BERNDTSON
2259.89 ROFFEY PARK INSTITUTE
2147.45 ENTEC UK LIMITED
2126.75 OSBORNE RICHARDSON
2000 OPEN HOUSE
1909.37 WORDWAVE INTERNATIONAL
1850.63 SERVOCA SECURE SOLUTIONS LTD
1808.11 HEWITSON WALKER
1487.61 BRITISH GAS BUSINESS
1340 IN WHEELS WE TRUST
1323.93 MEDIAEDGE:CIA UK LTD
1235.04 THE TRAFALGAR HILTON
1231.4 HAYS IT
1189.38 DEEPSTORE LTD
1175 NEW LONDON ORCHESTRA LTD
1100 ANDERSON TRAVEL LTD
1086.88 TNR COMMUNICATIONS LTD
1063.98 HAYS PERSONNEL SERVICES LTD
1057.5 EXCEL PUBLISHING CO LTD
1044.58 DSICMM LTD
1006.74 XCHANGETEAM GROUP
49.38 PIVOTAL SOLUTIONS LTD
0 ATKINS
-100.98 WASTE & RESOURCES ACTION PROG
-209.3 VODAFONE CORPORATE LIMITED
-217.38 ALAMY LIMITED
-1802.48 GREENWICH & DOCKLANDS FESTIVALS

Table: total amounts spent in the month of April 2010 by the GLA, sorted by vendor.


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  • CharlesArthur CharlesArthur

    19 May 2010, 3:06PM

    Staff Staff

    @HedleyLamarrr - thank you, that's a good point.

    @Donch - splendid chunk of code, though obviously that's for Liverpool... and yes, the CSV linked above does require some hacking about as it has three dummy lines at the top.

  • Donch Donch

    20 May 2010, 12:55PM

    I think the "category" is the supplier field? The visualisation is a grouping of the supplier, summing the amount field.

    Feel free to change the code!!!

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