Kedah SE-12: Saluran-Level Statistics

Last updated: 28 Sept 2026

Saluran-level stats (voter turnout, rejected votes, etc) for every contest in the 12th Kedah State Election (2008).

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1,806 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
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/UP Undi Pos	Undi Pos	1	107	11	8	88	0	89.7	8.3	10.3
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang	1	307	0	14	293	350	87.7	4.6	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang	2	335	0	2	333	418	80.1	0.6	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang	3	318	0	4	314	418	76.1	1.3	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa	1	273	0	12	261	350	78.0	4.4	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa	2	333	0	6	327	408	81.6	1.8	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa	3	309	0	3	306	409	75.6	1.0	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	1	306	0	18	288	350	87.4	5.9	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	2	545	0	13	532	619	88.0	2.4	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	3	499	0	12	487	619	80.6	2.4	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad Ayer Hangat, Langkawi	4	465	0	6	459	619	75.1	1.3	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim	1	302	0	12	290	349	86.5	4.0	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim	2	299	0	3	296	373	80.2	1.0	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Ladang Sungai Raya	1	278	0	12	266	350	79.4	4.3	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Ladang Sungai Raya	2	409	0	11	398	522	78.4	2.7	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/06 Wang Tok Rendong	Dewan Orang Ramai Kampung Wang Tok Rendong	1	368	0	16	352	425	86.6	4.3	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri	1	246	0	9	237	350	70.3	3.7	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri	2	382	0	2	380	586	65.2	0.5	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/07 Bendang Baru	SK Seri Negeri	3	358	0	4	354	587	61.0	1.1	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/08 Ulu Melaka	SK Ulu Melaka	1	294	0	13	281	350	84.0	4.4	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/08 Ulu Melaka	SK Ulu Melaka	2	387	0	8	379	452	85.6	2.1	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/08 Ulu Melaka	SK Ulu Melaka	3	349	0	2	347	452	77.2	0.6	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/09 Nyior Chabang	SK Nyior Chabang	1	312	2	15	295	350	89.1	4.8	0.6
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/09 Nyior Chabang	SK Nyior Chabang	2	342	0	7	335	389	87.9	2.0	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/09 Nyior Chabang	SK Nyior Chabang	3	316	0	1	315	389	81.2	0.3	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/10 Padang Kandang	SJK (China) Min Nam, Kuala Teriang	1	330	0	9	321	350	94.3	2.7	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/10 Padang Kandang	SJK (China) Min Nam, Kuala Teriang	2	401	0	3	398	450	89.1	0.7	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/10 Padang Kandang	SJK (China) Min Nam, Kuala Teriang	3	380	0	4	376	450	84.4	1.1	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/11 Padang Matsirat	SK Padang Matsirat	1	286	0	11	275	350	81.7	3.8	0.0
08 Mar 2008	SE-12	Kedah	N.01 Ayer Hangat	004/01/11 Padang Matsirat	SK Padang Matsirat	2	354	0	5	349	478	74.1	1.4	0.0

CC0Dedicated to the public domain

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Format	Best for	Size	Download	Link
Parquet	Data science & analytics	60 KB	Download
CSV	Universal compatibility	254 KB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/kdh_se12_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (1806, 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}
}