Kedah SE-13: Saluran-Level Statistics

Last updated: 28 Sept 2026

Saluran-level stats (voter turnout, rejected votes, etc) for every contest in the 13th Kedah State Election (2013).

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2,131 rows × 15 cols

date	election	state	seat	dm	pm	saluran	ballots_issued	ballots_not_returned	votes_rejected	votes_valid	voters_total	voter_turnout	votes_rejected_perc	ballots_not_returned_perc
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/UP Undi Pos	Undi Pos	1	205	38	0	167	0	81.5	0.0	18.5
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/00 Undi Awal	Dewan Banquet PULAPOL	1	23	0	0	23	23	100.0	0.0	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang, Langkawi	1	316	0	7	309	350	90.3	2.2	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang, Langkawi	2	439	0	2	437	513	85.6	0.5	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang, Langkawi	3	416	0	9	407	513	81.1	2.2	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa, Langkawi	1	299	0	24	275	350	85.4	8.0	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa, Langkawi	2	475	0	5	470	540	88.0	1.1	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa, Langkawi	3	437	0	2	435	540	80.9	0.5	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	1	290	0	6	284	350	82.9	2.1	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	2	549	0	13	536	600	91.5	2.4	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	3	521	0	9	512	600	86.8	1.7	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	4	499	0	11	488	600	83.2	2.2	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	5	487	0	5	482	600	81.2	1.0	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim, Langkawi	1	313	0	12	301	350	89.4	3.8	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim, Langkawi	2	561	0	2	559	656	85.5	0.4	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	1	313	0	6	307	350	89.4	1.9	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	2	519	1	17	501	573	90.6	3.3	0.2
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	3	488	0	15	473	574	85.0	3.1	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/06 Wang Tok Rendong	Dewan Homestay Desa Wang Tok Rendong, Langkawi	1	430	0	14	416	474	90.7	3.3	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri Jalan Ayer Hangat, Langkawi	1	274	0	5	269	350	78.3	1.8	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri Jalan Ayer Hangat, Langkawi	2	371	0	1	370	482	77.0	0.3	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri Jalan Ayer Hangat, Langkawi	3	371	0	4	367	482	77.0	1.1	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri Jalan Ayer Hangat, Langkawi	4	326	0	2	324	482	67.6	0.6	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/08 Ulu Melaka	SK Ulu Melaka, Langkawi	1	300	0	8	292	350	85.7	2.7	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/08 Ulu Melaka	SK Ulu Melaka, Langkawi	2	605	0	22	583	669	90.4	3.6	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/08 Ulu Melaka	SK Ulu Melaka, Langkawi	3	541	0	3	538	669	80.9	0.6	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/09 Nyior Chabang	SK Nyior Chabang, Langkawi	1	350	35	6	309	350	100.0	1.9	10.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/09 Nyior Chabang	SK Nyior Chabang, Langkawi	2	498	0	3	495	547	91.0	0.6	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/09 Nyior Chabang	SK Nyior Chabang, Langkawi	3	468	0	3	465	548	85.4	0.6	0.0
05 May 2013	SE-13	Kedah	N.01 Ayer Hangat	004/01/10 Padang Kandang	SJK (C) Min Nam, Kuala Teriang, Langkawi	1	332	0	7	325	350	94.9	2.1	0.0

CC0Dedicated to the public domain

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Download (2,131 rows x 15 columns)

Format	Best for	Size	Download	Link
Parquet	Data science & analytics	67 KB	Download
CSV	Universal compatibility	315 KB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/kdh_se13_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (2131, 15)
print(df.dtypes)
df

Cite

Users wishing to reference this dataset in an academic context should (for now) cite Thevananthan (2026). The citation will be updated in mid-Oct when a new preprint is published.

APA

Thevananthan, T. (2026). Saluran-Level Election Results. ElectionData.MY.

Harvard

Thevananthan, T. 2026, Saluran-Level Election Results. ElectionData.MY.

MLA

Thevananthan, Thevesh. "Saluran-Level Election Results." ElectionData.MY (2026).

Chicago

Thevananthan, Thevesh. "Saluran-Level Election Results." ElectionData.MY (2026).

BibTeX

@misc{electiondatamy2026,
  author  = {Thevananthan, Thevesh},
  title   = {Saluran-Level Election Results},
  journal = {ElectionData.MY},
  year    = {2026}
}