Dataset research report
Fifa23 research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
About this dataset Context The datasets provided include the players data for the Career Mode from FIFA 15 to FIFA 23. The data allows multiple comparisons for the same players across the last 9 versions of the video game. Some ideas of possible analysis: Historical comparison between Messi and Ronaldo (what skill attributes changed the most during time - compared to real-life stats); Ideal budget to create a competitive team (at the level of top n teams in Europe) and… See the full description on the dataset page: https://huggingface.co/datasets/jsulz/FIFA23.
Research Context
Fifa23: 500 rows by 113 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
fifa_version over time
Trend of fifa_version, fifa_update, overall across fifa_update_date.
Open and export this chartTotal value_eur by nationality_name
Top nationality_name values ranked by summed value_eur.
Open and export this chartfifa_version vs fifa_update
fifa_version vs fifa_update, coloured by face_url.
Open and export this chartCorrelation of numeric columns
Pearson correlation between numeric columns.
Open and export this chartFollow-Up Queries
Preview Rows
| # | coach_idfloat | coach_urltext | short_nametext | long_nametext | dobtext | nationality_idinteger | nationality_nametext | face_urltext |
|---|---|---|---|---|---|---|---|---|
| 1 | 2079 | /coach/2079/gareth-taylor/ | G. Taylor | Gareth Taylor | 1973-02-25 | 50 | Wales | |
| 2 | 94303 | /coach/94303/fabrice-abriel/ | F. Abriel | Fabrice Abriel | 1979-07-06 | 18 | France | https://cdn.sportmonks.com/images/soccer/players/31/94303.png |
| 3 | 94451 | /coach/94451/frederic-biancalani/ | F. Biancalani | Frédéric Biancalani | 1974-07-21 | 18 | France | |
| 4 | 455803 | /coach/455803/andries-jonker/ | A. Jonker | Andries Jonker | 1962-09-22 | 34 | Netherlands | |
| 5 | 464820 | /coach/464820/corinne-diacre/ | C. Diacre | Corinne Diacre | 1974-08-04 | 18 | France | https://cdn.sportmonks.com/images/soccer/players/20/464820.png |
| 6 | 466607 | /coach/466607/xiuquan-jia/ | X. Jia | Xiuquan Jia | 1963-03-23 | 155 | China PR | https://cdn.sportmonks.com/images/soccer/players/15/466607.png |
Data Dictionary
- coach_id numeric
- coach_url text
- short_name text
- long_name text
- dob text
- nationality_id numeric
- nationality_name text
- face_url text
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.