Sabah SE-13: Saluran-Level Statistics

Last updated: 28 Sept 2026

Saluran-level stats (voter turnout, rejected votes, etc) for every contest in the 13th Sabah State Election (2018).

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2,271 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-13	Sabah	N.01 Banggi	167/01/UP Undi Pos	Undi Pos	1	93	25	5	63	0	73.1	7.4	26.9
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/01 Limbuak	SK Limbuak	1	362	0	11	351	496	73.0	3.0	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/02 Kapitangan	SK Kapitangan	1	246	0	23	223	383	64.2	9.3	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/03 Sabur	SK Sabur	1	210	1	10	199	356	59.0	4.8	0.5
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/04 Karakit	SK Karakit Banggi	1	225	1	14	210	350	64.3	6.3	0.4
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/04 Karakit	SK Karakit Banggi	2	428	0	4	424	661	64.8	0.9	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/05 Mengkubau	SK Manggis/Mongkubou	1	230	0	18	212	350	65.7	7.8	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/05 Mengkubau	SK Manggis/Mongkubou	2	251	0	11	240	385	65.2	4.4	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/06 Malawali	SK Tanjung Manawali	1	84	0	2	82	120	70.0	2.4	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/07 Tanjung Piring	SK Mapan-Mapan	1	197	0	10	187	272	72.4	5.1	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/07 Tanjung Piring	SK Mapan-Mapan	2	190	0	5	185	272	69.9	2.6	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/08 Mangkapon	SK Mangkapon Pitas	1	255	1	22	232	350	72.9	8.7	0.4
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/08 Mangkapon	SK Mangkapon Pitas	2	370	0	2	368	501	73.9	0.5	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/09 Kanibongan	SK Kanibongan	1	235	0	9	226	350	67.1	3.8	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/09 Kanibongan	SK Kanibongan	2	448	0	11	437	520	86.2	2.5	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/09 Kanibongan	SK Kanibongan	3	402	1	9	392	520	77.3	2.2	0.2
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/09 Kanibongan	SK Kanibongan	4	381	0	9	372	522	73.0	2.4	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/10 Pantai	SK Pantai	1	247	0	3	244	350	70.6	1.2	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/10 Pantai	SK Pantai	2	335	0	11	324	391	85.7	3.3	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/10 Pantai	SK Pantai	3	289	0	5	284	391	73.9	1.7	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/11 Balambangan	SK Balambangan Banggi	1	218	0	4	214	299	72.9	1.8	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/12 Maliu	SK Padang	1	240	0	13	227	350	68.6	5.4	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/12 Maliu	SK Padang	2	344	0	10	334	466	73.8	2.9	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/13 Dagotan	SK Dogoton	1	174	0	6	168	244	71.3	3.4	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/14 Lok Agong	SK Kapitangan	2	215	0	19	196	351	61.3	8.8	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/15 Sebogoh	Balai Raya Kasingpitan Sebogoh	1	78	0	2	76	139	56.1	2.6	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/16 Loktohog	SK Loktohog Banggi	1	413	0	7	406	538	76.8	1.7	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/17 Laksian	SK Laksian	1	228	0	5	223	375	60.8	2.2	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/18 Palak	SK Palak	1	206	0	2	204	333	61.9	1.0	0.0
09 May 2018	SE-13	Sabah	N.01 Banggi	167/01/19 Tigabu	SK Pulau Tigabu	1	274	0	17	257	419	65.4	6.2	0.0

CC0Dedicated to the public domain

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Download (2,271 rows x 15 columns)

Format	Best for	Size	Download	Link
Parquet	Data science & analytics	71 KB	Download
CSV	Universal compatibility	294 KB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/sbh_se13_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (2271, 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}
}