Secure websites use HTTPS
Scam alert
Sign up here for higher rate limits, priority support and maintenance notifications.
Data from Jul 2014
Last updated: 14 Nov 2025, 10:06 SGT
Show average monthly electricity consumption by URA planning area and dwelling type (in kWh).
Attribute Legend
| Attributes | Data Type | Description |
|---|---|---|
| OBJECTID_1 | Numeric | - |
| REGION_N | Text | - |
| TOTAL | Numeric | - |
| ONE_TO_TWO_RM | Numeric | - |
| THREE_RM | Numeric | - |
| FOUR_RM | Numeric | - |
| FIVE_RM_EXEC_FLATS | Numeric | - |
| INC_CRC | Text | - |
| FMEL_UPD_D | Numeric | - |
| SHAPE_1.AREA | Numeric | - |
| SHAPE_1.LEN | Numeric | - |
Dataset preview
This code can be used to view the raw JSON dataset for Average Monthly Household Electricity Consumption by URA Region& Dwelling Type, 2013. Large datasets may be truncated in the preview. Please download the dataset for complete data.
{
"type" : "FeatureCollection",
"name" : "EMA_REGION_DWELLING_2013",
"features" : [
{
"type" : "Feature",
"geometry" : {
"type" : "MultiPolygon",
"coordinates" : [
[
[
[ 103.82334491219997, 1.2571783342981329 ],
[ 103.82335128459736, 1.2571725825606728 ],
[ 103.82334972743891, 1.257174103696766 ],
[ 103.82334491219997, 1.2571783342981329 ]
]
],
[
[
[ 103.86087097347027, 1.2217141684901762 ],
[ 103.8611981287232, 1.221310248447525 ],
[ 103.8612314999444, 1.2213359682466713 ],
[ 103.86090181089908, 1.221742492891356 ],
[ 103.86087097347027, 1.2217141684901762 ]
]
],
[
[
[ 103.85955612712101, 1.2254232277595862 ],
[ 103.85983894479408, 1.2253962296563707 ],
[ 103.86049732317254, 1.2251328718663315 ],
[ 103.86051079232176, 1.2251672376073552 ],
[ 103.85985051806063, 1.2254305954197022 ],
[ 103.85956018880037, 1.225461482368722 ],
[ 103.85955612712101, 1.2254232277595862 ]
]
],
[
[
[ 103.83604239261278, 1.2127436738112394 ],
[ 103.83629806535369, 1.2129641759151406 ],
[ 103.83646544191116, 1.2131672148026118 ],
[ 103.83661360656592, 1.2134771768244081 ],
[ 103.83659452211003, 1.2134873238274484 ],
[ 103.83640023571971, 1.2131365288552216 ],
[ 103.83626491915143, 1.212988566686489 ],
[ 103.8360042147287, 1.2127711032522481 ],
[ 103.83591091197282, 1.2127312027414778 ],
[ 103.8359250285025, 1.212686400465579 ],
[ 103.83604239261278, 1.2127436738112394 ]
]
],
[
[
[ 103.81289383221853, 1.2537883365574538 ],
[ 103.81286961690063, 1.2537836707476921 ],
[ 103.81285258262199, 1.2537795005863068 ],
[ 103.81282570410336, 1.253769848086171 ],
[ 103.81281049477569, 1.2537607184008475 ],
[ 103.8127939439516, 1.253750677104854 ],
[ 103.81277602733911, 1.2537437902233328 ],
[ 103.81274550162195, 1.253743152404582 ],
[ 103.81271674147159, 1.2537479480248077 ],
[ 103.81269967930366, 1.2537482960700987 ],
[ 103.8126655360739, 1.2537521556292106 ],
[ 103.81263277212841, 1.253750600765173 ],
[ 103.81260769246923, 1.253740507851324 ],
[ 103.81258986582756, 1.2537187097979727 ],
[ 103.81256850894827, 1.2536864970481814 ],
[ 103.81255344627456, 1.2536529675929489 ],
[ 103.81254690164008, 1.2536212984846395 ],
[ 103.81254178037517, 1.253576983650899 ],
[ 103.81254579196, 1.253506970452249 ],
[ 103.8126331406613, 1.2533900177530684 ],
[ 103.81274777543067, 1.2532149408189943 ],
[ 103.8127514127347, 1.2532072817799433 ],
[ 103.81276331854271, 1.2531684945603732 ],
[ 103.81276923815874, 1.2531545221667402 ],
[ 103.81284695884446, 1.2530709485942255 ],
[ 103.81294858142414, 1.2529694461688712 ],
[ 103.81299555416912, 1.2529222857061868 ],
[ 103.81304289340429, 1.2528891365736257 ],
[ 103.81309732011016, 1.252871844632565 ],
[ 103.81315889546701, 1.2528600187282943 ],
[ 103.81324908701264, 1.2528677987740262 ],
[ 103.81331672355778, 1.2528935122028646 ],
[ 103.81337797413515, 1.2529359084036504 ],
[ 103.81341865030225, 1.252965526671492 ],
[ 103.81346291608862, 1.2529956188534093 ],
[ 103.81348436114156, 1.2530129195209891 ],
[ 103.81349325826986, 1.2530265293789002 ],
[ 103.81349760967058, 1.2530496006696124 ],
[ 103.81349609094306, 1.2530780592183655 ],
[ 103.81348024612251, 1.2531001039007452 ],
[ 103.81345455616419, 1.2531166662467434 ],
[ 103.81342755079712, 1.2531282500526635 ],
[ 103.81340371187551, 1.2531357877531821 ],
[ 103.81339515155548, 1.2531407056249233 ],
[ 103.81337908238535, 1.2531252444764045 ],
[ 103.81336791914072, 1.2531152357824802 ],
[ 103.81334997823986, 1.2531124158344953 ],
[ 103.81333293766818, 1.253109149136956 ],
[ 103.81331498867037, 1.253107683927556 ],
[ 103.81329118393738, 1.253109346871758 ],
[ 103.81326373830099, 1.2531195732205966 ],
[ 103.81321050554247, 1.2531621765440575 ],
[ 103.81311573889154, 1.2532438381673887 ],
[ 103.81302352927689, 1.253347657655784 ],
[ 103.81295427084478, 1.2534425783682173 ],
[ 103.81284077302692, 1.2535778985271568 ],
[ 103.81276885048291, 1.2536678352573865 ],
[ 103.81275207743363, 1.2536948439876143 ],
[ 103.81279251037144, 1.253690118999641 ],
[ 103.81284442176202, 1.2537179982710134 ],
[ 103.8128651896101, 1.2536986947620226 ],
[ 103.81296262462344, 1.2537711333602486 ],
[ 103.8129365105812, 1.2537836260547464 ],
[ 103.81291405813487, 1.2537843927802024 ],
[ 103.81289383221853, 1.2537883365574538 ]
]
],
[
[
[ 103.81176668317877, 1.254585343482625 ],
[ 103.8116998995335, 1.2546418711701512 ],
[ 103.81166602380348, 1.2546760070515317 ],
[ 103.8116091545769, 1.2547262693781074 ],
[ 103.81155996964081, 1.2547679936572553 ],
[ 103.81150138162874, 1.2548055930474562 ],
[ 103.81146081190771, 1.2548329108616538 ],
[ 103.81147374431863, 1.2548474486387078 ],
[ 103.8114817681058, 1.2548569879487772 ],
[ 103.81148755006639, 1.2548660587788836 ],
[ 103.81149466002695, 1.254878303037115 ],
[ 103.81149773380177, 1.2548896175741469 ],
[ 103.81149811648154, 1.254900917618729 ],
[ 103.8114949518316, 1.2549045124432376 ],
[ 103.81148728373435, 1.2549103401072181 ],
[ 103.81147469531344, 1.2549134275036853 ],
[ 103.81145854426536, 1.2549115209662773 ],
[ 103.81144105531854, 1.2549082506349987 ],
[ 103.81141062046407, 1.2548927034388289 ],
[ 103.81136722260798, 1.2548675861417848 ],
[ 103.81130949505791, 1.254836509861312 ],
[ 103.8112575746618, 1.2548104374807427 ],
[ 103.81122580641122, 1.2547926212191913 ],
[ 103.81118991919307, 1.2547878847539549 ],
[ 103.81117387432073, 1.2547683566626162 ],
[ 103.8111601144654, 1.2547420657487933 ],
[ 103.8111512767303, 1.2547185151030154 ],
[ 103.8111497091166, 1.2546805489402797 ],
[ 103.8111490256366, 1.2546448482195407 ],
[ 103.81116277082492, 1.2545988414776992 ],
[ 103.81118907203962, 1.2545551708176685 ],
[ 103.81123429187467, 1.254500770931174 ],
[ 103.811300159, 1.254447399481943 ],
[ 103.81134436242854, 1.2544128748156804 ],
[ 103.81135747119353, 1.2543980433395472 ],
[ 103.8115267589576, 1.2542427300137369 ],
[ 103.81169611598496, 1.2540756671660578 ],
[ 103.81170968480794, 1.254059030579209 ],
[ 103.81172904189123, 1.2540501109874476 ],
[ 103.81175549903541, 1.2540552425744296 ],
[ 103.81180653888565, 1.2540785973207307 ],
[ 103.81185668110636, 1.2541019475368047 ],
[ 103.81188216684218, 1.254119273573 ],
[ 103.81190270706382, 1.2541379244630213 ],
[ 103.8119115708979, 1.2541569568987947 ],
[ 103.81192041673583, 1.2541791518990137 ],
[ 103.81192204374416, 1.2542071772813403 ],
[ 103.81191356468446, 1.254273548563454 ],
[ 103.81193126715826, 1.2543161316425169 ],
[ 103.81196895712195, 1.2543945331683817 ],
[ 103.81194571979948, 1.254451325294486 ],
[ 103.81192433801938, 1.2544981893159832 ],
[ 103.81190838761744, 1.2544628465980285 ],
[ 103.81187794887616, 1.2543731939254525 ],
[ 103.811865500209, 1.2544277930545427 ],
[ 103.81185266886001, 1.2544710939476795 ],
[ 103.81183765326746, 1.2545044404764585 ],
[ 103.81176668317877, 1.254585343482625 ]
]
],
[
[
[ 103.8291234668921, 1.2404372631610043 ],
[ 103.82916620069005, 1.2404528137890087 ],
[ 103.82921214939013, 1.2404805416990279 ],
[ 103.82924742179917, 1.240524145723082 ],
[ 103.82928293495348, 1.240607502928908 ],
[ 103.82930057913141, 1.2407049736304399 ],
[ 103.82929824916626, 1.2407650723129913 ],
[ 103.82928541908741, 1.2407958686419889 ],
[ 103.82926437922234, 1.240805033446611 ],
[ 103.82894691052064, 1.240930306510089 ],
[ 103.82887196715104, 1.241006661034682 ],
[ 103.8287746702558, 1.2410976083554925 ],
[ 103.82874113997329, 1.2411194975527524 ],
[ 103.82870891166506, 1.2411341509257972 ],
[ 103.82869952746147, 1.241140985197186 ],
[ 103.82850752295272, 1.2414543238841362 ],
[ 103.8283657006966, 1.2414560961756387 ],
[ 103.8283459035151, 1.2414480861754618 ],
[ 103.82829727001284, 1.2414217301673556 ],
[ 103.82821568227783, 1.2413639528294742 ],
[ 103.82820067158677, 1.241331067368016 ],
[ 103.82818776348938, 1.2412746765543654 ],
[ 103.82818457658028, 1.2411929273591404 ],
[ 103.82819193648251, 1.241148158582433 ],
[ 103.82821792287208, 1.2410662312841299 ],
[ 103.82826342888141, 1.2409462383870107 ],
[ 103.82853307641513, 1.240780598977935 ],
[ 103.82856686822149, 1.2407275363147419 ],
[ 103.8286212524268, 1.2406657646510404 ],
[ 103.82865339629313, 1.240637107183466 ],
[ 103.82868836328497, 1.2406301174067136 ],
[ 103.82886689229603, 1.2404636810544833 ],
[ 103.82894800842105, 1.240443307651371 ],
[ 103.82903144002336, 1.2404346647707905 ],
[ 103.8291234668921, 1.2404372631610043 ]
]
],
[
[
[ 103.82This code can be used to test a sample API query. It retrieves the data catalogue of this dataset. For a complete guide on query parameters and syntax, please refer to the API documentation
import requests
dataset_id = "d_64530b45dd5c5dd6d7950e84874da8be"
url = "https://api-open.data.gov.sg/v1/public/api/datasets/" + dataset_id + "/poll-download"
response = requests.get(url)
json_data = response.json()
if json_data['code'] != 0:
print(json_data['errMsg'])
exit(1)
url = json_data['data']['url']
response = requests.get(url)
print(response.text)This dataset can be reused and cited in research publications.
03 Nov 2025
Free forever for personal or commercial use, under the Open Data Licence.