wikipedia_id
stringlengths 2
8
| wikipedia_title
stringlengths 1
243
| popularity_avg
float64 1
176M
⌀ | rank_avg
float64 1
5.83M
| years_count
int64 4
4
|
|---|---|---|---|---|
11566748
|
Ossi Oikarinen
| 71.4375
| 2,957,878.791667
| 4
|
37228152
|
2012–13 NBL Canada season
| 49.354167
| 3,259,824.09375
| 4
|
30849763
|
Quercus iberica
| 93.708333
| 2,555,271.979167
| 4
|
14734767
|
Fladnitz im Raabtal
| 12.791667
| 4,756,271.625
| 4
|
18662646
|
Jaszczołty
| 6.208333
| 5,296,610.25
| 4
|
6778301
|
Georg Richard Lewin
| 16.145833
| 4,522,622.59375
| 4
|
35575278
|
Brienz (disambiguation)
| 31.770833
| 5,040,505.572917
| 4
|
36699347
|
Patrick Torreilles
| 10.875
| 4,935,373.71875
| 4
|
56467277
|
Paula-Irmeli Halonen
| 6.791667
| 5,238,064.0625
| 4
|
44959204
|
Safari (1991 film)
| 98.833333
| 2,481,073.71875
| 4
|
48400611
|
Railway Hotel, Gympie
| 30.5625
| 3,819,507.03125
| 4
|
19858100
|
Podbiele, Masovian Voivodeship
| 4.734848
| 5,437,479.78125
| 4
|
15376992
|
Jonathan Kim
| 211.625
| 1,829,155.40625
| 4
|
4918328
|
Luke Summerfield
| 596.625
| 1,024,388.041667
| 4
|
624794
|
Fragile
| 534.270833
| 1,124,958.354167
| 4
|
33105372
|
Erich Hubner
| 18.733333
| 4,725,640.96875
| 4
|
3996698
|
Jeremy Bloom
| 17,653.020833
| 98,723.697917
| 4
|
4756422
|
John Batiste
| 793.9375
| 1,019,610.635417
| 4
|
22952314
|
Benjamin Franklin Gilbert
| 57.75
| 3,056,790.239583
| 4
|
28859174
|
Tõlli, Saare County
| 5.144697
| 5,449,430.947917
| 4
|
34699204
|
Elsa Gramcko
| 55.0625
| 3,207,003.34375
| 4
|
49524810
|
1968 Northwestern Wildcats football team
| 50.333333
| 3,250,627.510417
| 4
|
3314222
|
Arrondissement of Amiens
| 71.426136
| 2,906,668.114583
| 4
|
398101
|
Yehoshua Porath
| 263.5625
| 1,823,168.854167
| 4
|
7858545
|
T-100 tank
| 2,829.645833
| 449,853.09375
| 4
|
4354467
|
Chimbarongo
| 133.9375
| 2,276,884.125
| 4
|
2232082
|
Girvan F.C.
| 196.166667
| 1,827,327.71875
| 4
|
97688
|
Livingston Parish, Louisiana
| 1,684.833333
| 515,338.28125
| 4
|
3183688
|
Wolfgang Rott
| 14.0625
| 4,665,493.854167
| 4
|
44230523
|
Milde
| 28.895833
| 3,859,353.59375
| 4
|
3244040
|
Ivan Sen
| 1,530.5625
| 605,166.1875
| 4
|
32797786
|
Postage stamps and postal history of the Gambia
| 37.354167
| 3,578,941.010417
| 4
|
46684955
|
Tartu Mill
| 147.895833
| 2,082,145.729167
| 4
|
50069729
|
Heriberto Simmons
| 12.104167
| 4,790,527.385417
| 4
|
37520761
|
Lucius Nonius Asprenas (suffect consul AD 6)
| 116.4375
| 2,423,279.958333
| 4
|
9522895
|
Treffry Viaduct
| 234.833333
| 1,721,189.979167
| 4
|
684956
|
Echoes
| 678.8125
| 1,065,911.40625
| 4
|
11803690
|
Elysia (gastropod)
| 400.3125
| 1,335,054.4375
| 4
|
52131570
|
Ange Digbeu
| 24.583333
| 4,075,822.572917
| 4
|
2219819
|
MS Hans Hedtoft
| 1,495.958333
| 804,668.770833
| 4
|
25159696
|
Eric Loiselet
| 9.458333
| 5,028,889.583333
| 4
|
29701359
|
Michiel Carree
| 34.208333
| 3,723,266.072917
| 4
|
24838805
|
Efon
| 118.4375
| 2,309,020.239583
| 4
|
50390340
|
Residence time
| 5,069.604167
| 236,622.895833
| 4
|
9909113
|
Don Kardong
| 270.979167
| 1,608,019.416667
| 4
|
7373665
|
Sweden at the 1912 Summer Olympics
| 180.270833
| 2,135,842.541667
| 4
|
37846202
|
Nebria sawadai
| 3
| 5,649,907.260417
| 4
|
16804421
|
Posidonia oceanica
| 5,943.9375
| 259,278.708333
| 4
|
4832067
|
List of United States Supreme Court cases, volume 56
| 31.75
| 3,818,348.270833
| 4
|
41400851
|
Gabrieli (calligrapher)
| 8.791667
| 5,064,187.947917
| 4
|
38370251
|
Navy of the Ukrainian People's Republic
| 262.166667
| 1,815,148.28125
| 4
|
41440771
|
John Heath (later John Duke)
| 6.193182
| 5,318,781.729167
| 4
|
53056271
|
Angelo Zgorelec
| 30.979167
| 3,781,137.885417
| 4
|
55573567
|
2018 Liga 3
| 171.270833
| 2,100,707.104167
| 4
|
28388456
|
Rasovac, Trebinje
| 8.299242
| 5,159,839.802083
| 4
|
33605673
|
Barcode technology in healthcare
| 419.104167
| 1,338,544.53125
| 4
|
35906258
|
Marcellus Gomes
| 58.083333
| 3,195,742.708333
| 4
|
16869641
|
John Pérez
| 1,205.541667
| 692,805.729167
| 4
|
60724493
|
Robert Lawton Jones
| 24.5625
| 4,046,107.135417
| 4
|
20944847
|
1964 New York state election
| 39.1875
| 3,573,711.083333
| 4
|
4694459
|
Paul Brown (presenter)
| 24.208333
| 4,067,709.885417
| 4
|
28620
|
1985 Helsinki Protocol on the Reduction of Sulphur Emissions
| 214.145833
| 1,797,790.479167
| 4
|
10527634
|
Eddie Fogler
| 784.5625
| 1,024,589.46875
| 4
|
21886011
|
Łęczna, West Pomeranian Voivodeship
| 5.892045
| 5,337,479.739583
| 4
|
35216464
|
St Margaret's Church, High Bentham
| 27.208333
| 3,946,728.78125
| 4
|
4783787
|
Panteion University
| 600.166667
| 997,240.927083
| 4
|
53148526
|
Crystal Theater (Crystal Falls, Michigan)
| 29.1875
| 3,859,350.395833
| 4
|
1775463
|
Tso Wung-wai
| 40.645833
| 3,586,991.239583
| 4
|
39856674
|
Assael
| 23.920833
| 4,160,094.885417
| 4
|
44440763
|
Scoparia yakushimana
| 2.781818
| 5,639,862.927083
| 4
|
1724737
|
Charles Village, Baltimore
| 958.666667
| 753,789.854167
| 4
|
57470686
|
Henny Reistad
| 973.854167
| 1,196,877.416667
| 4
|
43867012
|
Seven Days Ashore
| 159.5
| 2,168,962.114583
| 4
|
18123933
|
2006–07 Illinois Fighting Illini men's basketball team
| 221
| 2,047,513.770833
| 4
|
8225463
|
Saint Anne's Hill Historic District
| 96.604167
| 2,540,754.791667
| 4
|
51052937
|
Percy Hickey
| 8.5
| 5,082,923.291667
| 4
|
27029963
|
Thieves (song)
| 49.450758
| 3,365,243.645833
| 4
|
41462938
|
The Norton Anthology of Poetry
| 245.541667
| 1,689,644.28125
| 4
|
427013
|
Raymond Dale Rowsey
| 183.229167
| 1,892,531.666667
| 4
|
1316975
|
State Grid Corporation of China
| 9,890.1875
| 116,723.385417
| 4
|
52105687
|
Seward & Kissel
| 380.708333
| 1,412,566.354167
| 4
|
29096486
|
Jscrambler
| 177.354167
| 1,927,848.09375
| 4
|
34055964
|
Fouts Mill, Georgia
| 15.694444
| 5,291,023.166667
| 4
|
185993
|
Conspicuous consumption
| 12,482.020833
| 91,079.125
| 4
|
3256526
|
Tess Gaerthé
| 175.208333
| 1,953,715.072917
| 4
|
5768102
|
The Rabbi
| 16.083333
| 4,645,883.375
| 4
|
58402159
|
Phylace (Epirus)
| 5.170455
| 5,386,002.364583
| 4
|
55732311
|
Don Byron Plays the Music of Mickey Katz
| 70.645833
| 2,831,755.739583
| 4
|
44415985
|
Real Love (Clean Bandit and Jess Glynne song)
| 593.104167
| 1,012,541.697917
| 4
|
54798806
|
List of the prehistoric life of Nebraska
| 19.583333
| 4,326,131.635417
| 4
|
50184582
|
1995 WAC Men's Basketball Tournament
| 29.4375
| 3,900,539.989583
| 4
|
7978726
|
Maybeck High School
| 128.020833
| 2,248,456.739583
| 4
|
934514
|
Enzo Baldoni
| 268.354167
| 1,564,906.479167
| 4
|
32520972
|
Dhaka Imperial College
| 473.520833
| 1,375,700.104167
| 4
|
56270347
|
Juan Cruz González
| 22.125
| 4,202,148.447917
| 4
|
28966576
|
Robert 'Iain' Higgins
| 159.6875
| 2,952,520.854167
| 4
|
587440
|
Discovery (Canada)
| 1,949.958333
| 474,620.322917
| 4
|
27557186
|
Karl Hocking
| 15.041667
| 4,589,721.979167
| 4
|
16165661
|
Tape management system
| 181.291667
| 1,929,462.0625
| 4
|
59767979
|
Draupadi Ghimiray
| 75.416667
| 2,873,942.125
| 4
|
End of preview. Expand
in Data Studio
English Wikipedia Pageviews (Multi-Year Average 2020-2023)
This dataset combines Wikipedia article pageviews across multiple years (2020, 2021, 2022, 2023) into a single multi-year average. It provides more stable popularity metrics by averaging across years, reducing the impact of temporary spikes or trends.
Dataset Description
This dataset was created by:
- Downloading individual yearly datasets (
Cyro1/enwiki_pageviews_YEAR_m) - Combining all years for each article
- Calculating the mean popularity and rank across all available years
Features
| Column | Type | Description |
|---|---|---|
wikipedia_id |
int64 | Wikipedia article ID (page_id) |
wikipedia_title |
string | Wikipedia article title |
popularity_avg |
float64 | Average monthly pageviews across all years |
rank_avg |
float64 | Average rank across all years |
years_count |
int64 | Number of years this article appeared in (1-4) |
Stats
- Articles: 5,903,530 Wikipedia articles
- Years Combined: 2020, 2021, 2022, 2023
- Source: Wikimedia pageview dumps, aggregated from yearly datasets
- Split: 90% train / 10% test (seed=42)
Advantages of Multi-Year Averaging
- Reduced variance: Averages out seasonal variations and temporary events
- More stable metrics: Better represents long-term article importance
- Robust to outliers: Single-year spikes have less impact
- Better for research: More suitable for studying structural popularity bias
Usage
from datasets import load_dataset
# Load the multi-year dataset
ds = load_dataset("Cyro1/enwiki_pageviews_m")
df = ds["train"].to_pandas()
# Merge with your dataset
merged = your_df.merge(
df[["wikipedia_id", "popularity_avg", "rank_avg", "years_count"]],
left_on="document_id",
right_on="wikipedia_id",
how="left"
)
# Filter to articles present in all years for most stable metrics
stable_articles = df[df["years_count"] == 4]
Related Datasets
Individual yearly datasets are also available:
Cyro1/enwiki_pageviews_2020_mCyro1/enwiki_pageviews_2021_mCyro1/enwiki_pageviews_2022_mCyro1/enwiki_pageviews_2023_m
Citation
If you use this dataset in your research, please cite the Wikimedia pageview dumps:
@misc{wikimedia_pageviews,
title = {Wikimedia Downloads},
author = {Wikimedia Foundation},
year = {2024},
url = {https://dumps.wikimedia.org/other/pageviews/}
}
License
This dataset is released under the MIT license, following the terms of the Wikimedia pageview data.
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