Alternatives

Soccerdata alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Soccerdata

⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.

99
Quality
100
Trust
1.8K
Stars
#1

Open Data

Similarity 117Trust 100Excellent 100

Free football data from StatsBomb

3.3K starsMay 26, 2026 pushsports-analyticsSports DataClaude Code
$ npx skills add statsbomb/open-data
#2

Scikit Learn

Similarity 77Trust 100Excellent 100

scikit-learn: machine learning in Python

66K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#3

Pandas

Similarity 77Trust 100Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#4

Streamlit

Similarity 77Trust 100Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#5

Gradio

Similarity 77Trust 100Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#6

BettaFish

Similarity 77Trust 100Excellent 100

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

41K starsMay 24, 2026 pushdata-analysisPythonData Analysis
$ npx skills add 666ghj/BettaFish
#7

Reflex

Similarity 76Trust 100Excellent 100

🕸️ Web apps in pure Python 🐍

28K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#8

Pygwalker

Similarity 75Trust 100Excellent 100

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

16K starsApr 4, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Kanaries/pygwalker
#9

Dagster

Similarity 75Trust 100Excellent 100

An orchestration platform for the development, production, and observation of data assets.

16K starsJun 10, 2026 pushautomationPythonWorkflow
$ npx skills add dagster-io/dagster
#10

Fg Data Profiling

Similarity 75Trust 100Excellent 100

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

14K starsApr 22, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Data-Centric-AI-Community/fg-data-profiling
#11

Statsmodels

Similarity 75Trust 100Excellent 100

Statsmodels: statistical modeling and econometrics in Python

11K starsJun 11, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels
#12

Imbalanced Learn

Similarity 74Trust 100Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsApr 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#13

Data Juicer

Similarity 74Trust 100Excellent 100

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

6.5K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#14

Plotnine

Similarity 73Trust 100Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 4, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#15

Running Page

Similarity 73Trust 100Excellent 100

Make your own running home page

4.5K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add yihong0618/running_page
#16

Mlcourse.AI

Similarity 73Trust 100Excellent 92

Open Machine Learning Course

11K starsMar 1, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Yorko/mlcourse.ai

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Soccerdata if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.