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5
9
rating_at_submission
float64
-52
4.01k
⌀
problem_rating
null
800
3.5k
⌀
id_of_submission_task
stringlengths
2
11
verdict
stringclasses
16 values
time
int64
1.27B
1.73B
user12423
3,993
null
2034G1
OK
1,732,987,693
user12423
3,993
null
2034G1
WRONG_ANSWER
1,732,984,962
user12423
3,993
null
2034H
OK
1,732,982,759
user12423
3,993
null
2034H
SKIPPED
1,732,982,312
user12423
3,993
null
2034F2
OK
1,732,981,003
user12423
3,993
null
2034F1
OK
1,732,980,608
user12423
3,993
null
2034E
OK
1,732,979,455
user12423
3,993
null
2034D
OK
1,732,978,876
user12423
3,993
null
2034C
OK
1,732,977,931
user12423
3,993
null
2034C
WRONG_ANSWER
1,732,977,791
user12423
3,993
null
2034C
WRONG_ANSWER
1,732,977,732
user12423
3,993
null
2034B
OK
1,732,977,438
user12423
3,993
null
2034A
OK
1,732,977,356
user12423
4,009
null
2039H2
OK
1,732,381,003
user12423
4,009
null
2039H1
OK
1,732,380,278
user12423
4,009
null
2039F2
OK
1,732,377,451
user12423
4,009
null
2039F2
COMPILATION_ERROR
1,732,377,409
user12423
4,009
null
2039F1
OK
1,732,375,582
user12423
4,009
null
2039E
OK
1,732,374,142
user12423
4,009
null
2039D
OK
1,732,373,458
user12423
4,009
null
2039C2
OK
1,732,373,228
user12423
4,009
null
2039C2
TIME_LIMIT_EXCEEDED
1,732,373,154
user12423
4,009
null
2039C1
OK
1,732,372,843
user12423
4,009
null
2039B
OK
1,732,372,688
user12423
4,009
null
2039A
OK
1,732,372,551
user12423
4,009
null
2037G
OK
1,731,855,203
user12423
4,009
null
2037E
OK
1,731,854,968
user12423
4,009
null
2037F
OK
1,731,854,902
user12423
4,009
null
2037E
WRONG_ANSWER
1,731,854,699
user12423
4,009
null
2037D
OK
1,731,854,485
user12423
4,009
null
2037C
OK
1,731,854,314
user12423
4,009
null
2037B
OK
1,731,854,231
user12423
4,009
null
2037A
OK
1,731,854,157
user12423
4,009
null
2031F
OK
1,731,677,311
user12423
4,009
null
2031E
OK
1,731,675,215
user12423
4,009
null
2031D
OK
1,731,674,754
user12423
4,009
null
2031C
OK
1,731,674,525
user12423
4,009
null
2031B
OK
1,731,674,217
user12423
4,009
null
2031A
OK
1,731,674,143
user12423
4,009
null
2036G
OK
1,730,560,465
user12423
4,009
null
2036F
OK
1,730,559,173
user12423
4,009
null
2036E
OK
1,730,558,880
user12423
4,009
null
2036E
WRONG_ANSWER
1,730,558,823
user12423
4,009
null
2036D
OK
1,730,558,563
user12423
4,009
null
2036C
OK
1,730,558,372
user12423
4,009
null
2036B
OK
1,730,558,284
user12423
4,009
null
2036A
OK
1,730,558,156
user12423
4,009
null
2022D2
OK
1,728,850,667
user12423
4,009
null
2022D2
WRONG_ANSWER
1,728,849,930
user12423
4,009
null
2022D2
WRONG_ANSWER
1,728,849,627
user12423
4,009
null
2022D1
OK
1,728,849,352
user12423
4,009
null
2022E1
OK
1,728,849,060
user12423
4,009
null
2022E2
OK
1,728,849,052
user12423
4,009
null
2022C
OK
1,728,848,609
user12423
4,009
null
2022B
OK
1,728,848,318
user12423
4,009
null
2022A
OK
1,728,848,199
user12423
4,009
null
2021E3
OK
1,728,200,717
user12423
4,009
null
2021E2
OK
1,728,199,506
user12423
4,009
null
2021D
OK
1,728,197,911
user12423
4,009
null
2021E1
OK
1,728,196,688
user12423
4,009
null
2021C2
OK
1,728,195,221
user12423
4,009
null
2021C1
OK
1,728,195,124
user12423
4,009
null
2021B
OK
1,728,194,907
user12423
4,009
null
2021A
OK
1,728,194,775
user12423
4,009
null
2011G
OK
1,727,712,837
user12423
4,009
null
2011H
OK
1,727,710,617
user12423
4,009
null
2011E
OK
1,727,709,359
user12423
4,009
null
2011F
OK
1,727,708,461
user12423
4,009
null
2011D
OK
1,727,707,649
user12423
4,009
null
2011C
OK
1,727,707,240
user12423
4,009
null
2011B
OK
1,727,707,091
user12423
4,009
null
2011A
OK
1,727,707,027
user12423
4,009
null
2020F
OK
1,727,640,083
user12423
4,009
null
2020F
OK
1,727,640,068
user12423
4,009
null
2020F
OK
1,727,640,062
user12423
4,009
null
2020F
OK
1,727,639,758
user12423
4,009
null
2020F
OK
1,727,627,749
user12423
4,009
null
2020E
OK
1,727,624,875
user12423
4,009
null
2020D
OK
1,727,624,671
user12423
4,009
null
2020C
OK
1,727,624,459
user12423
4,009
null
2020B
OK
1,727,624,287
user12423
4,009
null
2020A
OK
1,727,624,155
user12423
4,009
null
2017G
OK
1,726,550,662
user12423
4,009
null
2017F
OK
1,726,550,173
user12423
4,009
null
2017E
OK
1,726,549,509
user12423
4,009
null
2017D
OK
1,726,549,081
user12423
4,009
null
2017C
OK
1,726,548,908
user12423
4,009
null
2017B
OK
1,726,548,655
user12423
4,009
null
2017A
OK
1,726,548,496
user12423
3,947
null
2006F
OK
1,725,036,555
user12423
3,947
null
2006E
OK
1,725,032,440
user12423
3,947
null
2006D
OK
1,725,030,839
user12423
3,947
null
2006C
OK
1,725,029,684
user12423
3,947
null
2006B
OK
1,725,029,312
user12423
3,947
null
2006A
OK
1,725,028,787
user12423
3,947
null
2000H
OK
1,723,561,836
user12423
3,947
null
2000G
OK
1,723,561,431
user12423
3,947
null
2000F
OK
1,723,561,045
user12423
3,947
null
2000E
OK
1,723,560,827
user12423
3,947
null
2000D
OK
1,723,560,624

Codeforces Users Submissions Dataset (End of 2024)

This project provides the usersCodeforcesSubmissionsEnd2024.csv file, containing anonymized submission data of approximately 15,000 active Codeforces users. The dataset includes all submissions from the inception of Codeforces up to the end of November 2024. It is designed to support AI and data-driven projects. (All data was collected using the open Codeforces API)

Dataset Overview

The file contains 17,607,999 rows with the following columns:

  • handle: An anonymized and shuffled user nickname (e.g., user{i}).
  • rating_at_submission: User's rating at the time of submission.
  • problem_rating: Problem difficulty rating.
  • id_of_submission_task: Unique problem identifier on Codeforces.
  • verdict: Result of the submission (e.g., OK, WRONG_ANSWER).
  • time: Time of submission (in seconds since the Unix epoch).

Purpose of the Dataset

  1. AI Development: This dataset can be used to create intelligent systems to enhance user learning on Codeforces.
    (Example: The author of this dataset is currently working on the project "Codeforces User Analysis System for Generating Individual Training Recommendations," which aims to recommend tasks to users based on their weaknesses.)

  2. Time Saving: Collecting such data manually can be time-consuming (it took ≈7 hours for this dataset). By providing it in a ready-to-use format, we aim to save your time and effort.

  3. Reduce Server Load: This dataset minimizes repetitive data scraping, thereby reducing the load on Codeforces servers.

License

This dataset is shared under the CC BY 4.0 License. You are free to use it for your projects with proper attribution.

How to Use

  1. Download the usersCodeforcesSubmissionsEnd2024.zip file.
  2. Unzip the file to access the usersCodeforcesSubmissionsEnd2024.csv dataset:
    • On Linux/macOS: Use the unzip command in the terminal.
    • On Windows: Right-click the file and select "Extract All."
  3. Load the CSV file into your favorite data analysis tool:
    import pandas as pd
    df = pd.read_csv("usersCodeforcesSubmissionsEnd2024.csv")
    

Good luck with your projects :)

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