Pulau Pinang SE-12: Saluran-Level Statistics

Last updated: 28 Sept 2026

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

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1,367 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	Pulau Pinang	N.01 Penaga	041/01/UP Undi Pos	Undi Pos	1	8	3	1	4	0	62.5	20.0	37.5
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/01 Kuala Muda	SK Kuala Muda	1	271	0	10	261	351	77.2	3.7	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/01 Kuala Muda	SK Kuala Muda	2	482	0	7	475	560	86.1	1.5	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/01 Kuala Muda	SK Kuala Muda	3	475	0	1	474	560	84.8	0.2	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/01 Kuala Muda	SK Kuala Muda	4	465	0	4	461	562	82.7	0.9	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/02 Pulau Mertajam	SK Pulau Mertajam	1	300	0	9	291	351	85.5	3.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/02 Pulau Mertajam	SK Pulau Mertajam	2	510	0	5	505	556	91.7	1.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/02 Pulau Mertajam	SK Pulau Mertajam	3	498	0	0	498	555	89.7	0.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/02 Pulau Mertajam	SK Pulau Mertajam	4	497	0	0	497	559	88.9	0.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/03 Pasir Gebu	SK Pasir Gebu	1	308	0	14	294	350	88.0	4.5	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/03 Pasir Gebu	SK Pasir Gebu	2	507	1	6	500	572	88.6	1.2	0.2
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/03 Pasir Gebu	SK Pasir Gebu	3	492	1	2	489	573	85.9	0.4	0.2
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/04 Penaga	SMK Sri Muda Penaga	1	266	0	9	257	350	76.0	3.4	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/04 Penaga	SMK Sri Muda Penaga	2	439	0	6	433	525	83.6	1.4	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/04 Penaga	SMK Sri Muda Penaga	3	449	0	5	444	525	85.5	1.1	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/04 Penaga	SMK Sri Muda Penaga	4	449	0	0	449	525	85.5	0.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/04 Penaga	SMK Sri Muda Penaga	5	421	0	0	421	525	80.2	0.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/05 Kota Aur	SMK Permatang Tok Labu	1	304	0	13	291	350	86.9	4.3	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/05 Kota Aur	SMK Permatang Tok Labu	2	626	0	10	616	690	90.7	1.6	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/05 Kota Aur	SMK Permatang Tok Labu	3	605	0	4	601	692	87.4	0.7	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/06 Permatang Janggus	SK Permatang Janggus	1	295	0	16	279	350	84.3	5.4	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/06 Permatang Janggus	SK Permatang Janggus	2	592	0	7	585	656	90.2	1.2	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/06 Permatang Janggus	SK Permatang Janggus	3	551	0	6	545	657	83.9	1.1	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/07 Guar Kepah	Dewan Penempatan Banjir Guar Kepah	1	290	0	14	276	350	82.9	4.8	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/07 Guar Kepah	Dewan Penempatan Banjir Guar Kepah	2	425	0	3	422	501	84.8	0.7	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/08 Permatang Tiga Ringgit	SK Lahar Kepar	1	314	0	9	305	349	90.0	2.9	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/08 Permatang Tiga Ringgit	SK Lahar Kepar	2	399	0	2	397	468	85.3	0.5	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/09 Lahar Kepar	Sekolah Agama Darul Maarif Lahar Kepar	1	327	0	5	322	350	93.4	1.5	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/09 Lahar Kepar	Sekolah Agama Darul Maarif Lahar Kepar	2	372	0	0	372	427	87.1	0.0	0.0
08 Mar 2008	SE-12	Pulau Pinang	N.01 Penaga	041/01/09 Lahar Kepar	Sekolah Agama Darul Maarif Lahar Kepar	3	377	0	2	375	427	88.3	0.5	0.0

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Download (1,367 rows x 15 columns)

Format	Best for	Size	Download	Link
Parquet	Data science & analytics	46 KB	Download
CSV	Universal compatibility	210 KB	Download

Programmatic Access

import pandas as pd

URL = "https://lake.electiondata.my/results_saluran/png_se12_stats.parquet"

df = pd.read_parquet(URL)
print(df.shape)   # (1367, 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}
}