Kedah SE-14: Saluran-Level Statistics

Last updated: 28 Sept 2026

Saluran-level stats (voter turnout, rejected votes, etc) for every contest in the 14th Kedah State Election (2018).

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2,297 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
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/UP Undi Pos	Undi Pos	1	534	29	49	456	0	94.6	9.7	5.4
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/00 Undi Awal	Pusat Latihan Polis (PULAPOL), Pantai Chenang	1	208	0	0	208	570	36.5	0.0	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang, Langkawi	1	314	0	6	308	350	89.7	1.9	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang, Langkawi	2	469	0	4	465	552	85.0	0.9	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/01 Kuala Teriang	SK Kuala Teriang, Langkawi	3	426	0	3	423	552	77.2	0.7	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa, Langkawi	1	277	0	13	264	350	79.1	4.7	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa, Langkawi	2	511	0	3	508	604	84.6	0.6	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/02 Ewa	SK Ewa, Langkawi	3	475	0	4	471	604	78.6	0.8	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad, Langkawi	1	280	0	8	272	350	80.0	2.9	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad, Langkawi	2	618	0	15	603	693	89.2	2.4	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad, Langkawi	3	578	0	9	569	693	83.4	1.6	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad, Langkawi	4	529	0	4	525	693	76.3	0.8	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/03 Padang Lalang	SK Penghulu Ahmad, Langkawi	5	499	0	3	496	693	72.0	0.6	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim, Langkawi	1	304	0	10	294	350	86.9	3.3	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim, Langkawi	2	308	0	1	307	374	82.4	0.3	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/04 Kilim	SK Kilim, Langkawi	3	294	0	1	293	374	78.6	0.3	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	1	298	0	17	281	350	85.1	5.7	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	2	444	0	32	412	505	87.9	7.2	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	3	413	7	1	405	505	81.8	0.2	1.7
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/05 Ladang Sungai Raya	SK Seri Lagenda, Langkawi	4	396	0	11	385	506	78.3	2.8	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/06 Wang Tok Rendong	Dewan Homestay Desa Wang Tok Rendong, Langkawi	1	325	0	7	318	350	92.9	2.2	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/06 Wang Tok Rendong	Dewan Homestay Desa Wang Tok Rendong, Langkawi	2	331	0	3	328	422	78.4	0.9	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/07 Ulu Melaka	SK Ulu Melaka, Langkawi	1	289	0	6	283	350	82.6	2.1	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/07 Ulu Melaka	SK Ulu Melaka, Langkawi	2	455	0	3	452	506	89.9	0.7	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/07 Ulu Melaka	SK Ulu Melaka, Langkawi	3	402	0	3	399	506	79.4	0.7	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/07 Ulu Melaka	SK Ulu Melaka, Langkawi	4	391	0	3	388	507	77.1	0.8	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/08 Nyior Chabang	SK Nyior Chabang, Langkawi	1	309	0	9	300	350	88.3	2.9	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/08 Nyior Chabang	SK Nyior Chabang, Langkawi	2	560	0	5	555	621	90.2	0.9	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/08 Nyior Chabang	SK Nyior Chabang, Langkawi	3	501	0	5	496	621	80.7	1.0	0.0
09 May 2018	SE-14	Kedah	N.01 Ayer Hangat	004/01/09 Padang Kandang	SJK (C) Min Nam, Langkawi	1	350	34	14	302	350	100.0	4.4	9.7

CC0Dedicated to the public domain

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Format	Best for	Size	Download	Link
Parquet	Data science & analytics	69 KB	Download
CSV	Universal compatibility	342 KB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/kdh_se14_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (2297, 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}
}