Perlis SE-15: Saluran-Level Statistics

Last updated: 28 Sept 2026

Saluran-level stats (voter turnout, rejected votes, etc) for every contest in the 15th Perlis State Election (2022).

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388 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
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/UP Undi Pos	Undi Pos	1	180	15	7	158	0	91.7	4.2	8.3
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/00 Undi Awal	De-Stress Room, Ibu Pejabat Polis Daerah Padang Besar	1	349	0	2	347	383	91.1	0.6	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/01 Jalan Padang Besar	SMK Raja Puan Muda Tengku Fauziah	1	327	0	20	307	450	72.7	6.1	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/01 Jalan Padang Besar	SMK Raja Puan Muda Tengku Fauziah	2	331	0	2	329	450	73.6	0.6	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/01 Jalan Padang Besar	SMK Raja Puan Muda Tengku Fauziah	3	421	0	3	418	689	61.1	0.7	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/02 Titi Tinggi	SK Titi Tinggi	1	302	0	20	282	450	67.1	6.6	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/02 Titi Tinggi	SK Titi Tinggi	2	376	0	7	369	450	83.6	1.9	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/02 Titi Tinggi	SK Titi Tinggi	3	480	0	10	470	600	80.0	2.1	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/02 Titi Tinggi	SK Titi Tinggi	4	422	0	2	420	600	70.3	0.5	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/02 Titi Tinggi	SK Titi Tinggi	5	429	0	3	426	600	71.5	0.7	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/02 Titi Tinggi	SK Titi Tinggi	6	476	0	2	474	627	75.9	0.4	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/03 FELDA Mata Ayer	SK (FELDA) Mata Air	1	303	0	10	293	350	86.6	3.3	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/03 FELDA Mata Ayer	SK (FELDA) Mata Air	2	378	0	4	374	500	75.6	1.1	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/03 FELDA Mata Ayer	SK (FELDA) Mata Air	3	388	0	3	385	519	74.8	0.8	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/04 Kampong Kastam	SK Padang Besar Utara	1	230	0	4	226	350	65.7	1.7	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/04 Kampong Kastam	SK Padang Besar Utara	2	406	0	2	404	646	62.8	0.5	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/05 Padang Besar	SMK Padang Besar Utara	1	249	0	12	237	460	54.1	4.8	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/05 Padang Besar	SMK Padang Besar Utara	2	333	0	3	330	460	72.4	0.9	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/05 Padang Besar	SMK Padang Besar Utara	3	439	1	0	438	741	59.2	0.0	0.2
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/05 Padang Besar	SMK Padang Besar Utara	4	467	0	3	464	741	63.0	0.6	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/06 FELDA Rimba Mas	SK (FELDA) Rimba Mas	1	326	0	9	317	400	81.5	2.8	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/06 FELDA Rimba Mas	SK (FELDA) Rimba Mas	2	478	0	1	477	700	68.3	0.2	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/06 FELDA Rimba Mas	SK (FELDA) Rimba Mas	3	501	0	2	499	705	71.1	0.4	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/07 Lubok Sireh	SK Lubuk Sireh	1	314	0	9	305	400	78.5	2.9	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/07 Lubok Sireh	SK Lubuk Sireh	2	387	0	4	383	550	70.4	1.0	0.0
19 Nov 2022	SE-15	Perlis	N.01 Titi Tinggi	001/01/07 Lubok Sireh	SK Lubuk Sireh	3	456	0	1	455	581	78.5	0.2	0.0
19 Nov 2022	SE-15	Perlis	N.02 Beseri	001/02/UP Undi Pos	Undi Pos	1	246	18	12	216	0	92.7	5.3	7.3
19 Nov 2022	SE-15	Perlis	N.02 Beseri	001/02/00 Undi Awal	Bilik Maklumat Balai Polis Kaki Bukit	1	29	0	0	29	31	93.5	0.0	0.0
19 Nov 2022	SE-15	Perlis	N.02 Beseri	001/02/00 Undi Awal	Bilik Maklumat Balai Polis Beseri	1	20	0	0	20	24	83.3	0.0	0.0
19 Nov 2022	SE-15	Perlis	N.02 Beseri	001/02/00 Undi Awal	Dewan Syed Faizuddin Rejimen 504 (AW) Kem Bukit Keteri	1	233	0	3	230	275	84.7	1.3	0.0

CC0Dedicated to the public domain

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Download (388 rows x 15 columns)

Format	Best for	Size	Download	Link
Parquet	Data science & analytics	21 KB	Download
CSV	Universal compatibility	51 KB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/pls_se15_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (388, 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}
}