Selangor SE-15: Saluran-Level Statistics

Last updated: 28 Sept 2026

Saluran-level stats (voter turnout, rejected votes, etc) for every contest in the 15th Selangor State Election (2023).

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6,409 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
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/UP Undi Pos	Undi Pos	1	270	13	4	253	0	95.2	1.6	4.8
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/00 Undi Awal	Bilik Taklimat 2, Balai Polis Sabak Bernam	1	19	0	0	19	20	95.0	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/01 Parit Baharu Baruh	SJK (C) Poay Chneh Parit Baru Sungai Air Tawar	1	341	0	3	338	450	75.8	0.9	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/01 Parit Baharu Baruh	SJK (C) Poay Chneh Parit Baru Sungai Air Tawar	2	368	0	1	367	515	71.5	0.3	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/02 Sungai Tengar Utara	SRA Al-Ittikhadiah Sungai Tengar	1	288	0	3	285	400	72.0	1.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/02 Sungai Tengar Utara	SRA Al-Ittikhadiah Sungai Tengar	2	315	0	0	315	448	70.3	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/03 Sungai Air Tawar	SK Seri Mawar Sungai Air Tawar	1	302	0	8	294	450	67.1	2.6	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/03 Sungai Air Tawar	SK Seri Mawar Sungai Air Tawar	2	342	0	3	339	450	76.0	0.9	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/03 Sungai Air Tawar	SK Seri Mawar Sungai Air Tawar	3	357	0	0	357	515	69.3	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/03 Sungai Air Tawar	SK Seri Mawar Sungai Air Tawar	4	332	0	2	330	515	64.5	0.6	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/03 Sungai Air Tawar	SK Seri Mawar Sungai Air Tawar	5	383	0	3	380	515	74.4	0.8	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/04 Sungai Bernam	SJK (T) Ladang Sungai Bernam	1	334	0	4	330	540	61.9	1.2	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/05 Sungai Air Tawar Selatan	SRA Tebuk Mufrad Sungai Air Tawar	1	366	0	4	362	450	81.3	1.1	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/05 Sungai Air Tawar Selatan	SRA Tebuk Mufrad Sungai Air Tawar	2	365	0	2	363	488	74.8	0.5	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/05 Sungai Air Tawar Selatan	SRA Tebuk Mufrad Sungai Air Tawar	3	376	0	0	376	488	77.0	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/06 Sungai Tengar Selatan	SK Sungai Tengar	1	336	0	5	331	450	74.7	1.5	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/06 Sungai Tengar Selatan	SK Sungai Tengar	2	495	0	0	495	637	77.7	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/07 Kampung Parit Baharu	SK Parit Baharu	1	344	0	2	342	450	76.4	0.6	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/07 Kampung Parit Baharu	SK Parit Baharu	2	482	0	0	482	675	71.4	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/07 Kampung Parit Baharu	SK Parit Baharu	3	506	0	1	505	676	74.9	0.2	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/08 Kampung Teluk Belanga	SK Seri Cempaka	1	91	0	0	91	119	76.5	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/09 Beting Kepah	SRJK (C) Phooi Min Teluk Rhu	1	322	0	4	318	450	71.6	1.2	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/09 Beting Kepah	SRJK (C) Phooi Min Teluk Rhu	2	433	0	1	432	588	73.6	0.2	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/10 Kampung Teluk Rhu	SK Teluk Ru	1	268	0	3	265	350	76.6	1.1	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/10 Kampung Teluk Rhu	SK Teluk Ru	2	287	0	0	287	399	71.9	0.0	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/11 Simpang Empat	SK Simpang 4 Bagan Nakhoda Omar	1	325	0	5	320	450	72.2	1.5	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/11 Simpang Empat	SK Simpang 4 Bagan Nakhoda Omar	2	369	0	2	367	450	82.0	0.5	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/11 Simpang Empat	SK Simpang 4 Bagan Nakhoda Omar	3	462	0	1	461	606	76.2	0.2	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/11 Simpang Empat	SK Simpang 4 Bagan Nakhoda Omar	4	446	0	4	442	606	73.6	0.9	0.0
12 Aug 2023	SE-15	Selangor	N.01 Sungai Air Tawar	092/01/11 Simpang Empat	SK Simpang 4 Bagan Nakhoda Omar	5	454	0	2	452	606	74.9	0.4	0.0

CC0Dedicated to the public domain

Download Code Cite

Download (6,409 rows x 15 columns)

Format	Best for	Size	Download	Link
Parquet	Data science & analytics	125 KB	Download
CSV	Universal compatibility	0.9 MB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/sgr_se15_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (6409, 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}
}