![Image 1 — Comparing sentence complexity, sentiment, and vocabulary between Democrat and Republican politicians using WikiQuote data [OC]](https://preview.redd.it/7vxb71crr72h1.png?width=6198&format=png&auto=webp&s=c8a9a9a4e6c60d1604e0a4bebc55d5e0e115d4dc)
![Image 2 — Comparing sentence complexity, sentiment, and vocabulary between Democrat and Republican politicians using WikiQuote data [OC]](https://preview.redd.it/46eyb0crr72h1.png?width=6344&format=png&auto=webp&s=f16418a22e4a889ea39abf7fb22628309e3c4a2f)
![Image 3 — Comparing sentence complexity, sentiment, and vocabulary between Democrat and Republican politicians using WikiQuote data [OC]](https://preview.redd.it/pvlhccbrr72h1.png?width=5864&format=png&auto=webp&s=7313c461218e5ca2ceca22186b8f13adb6f77639)
![Image 4 — Comparing sentence complexity, sentiment, and vocabulary between Democrat and Republican politicians using WikiQuote data [OC]](https://preview.redd.it/c013jdbrr72h1.png?width=5732&format=png&auto=webp&s=78bdcc4aed7f98252901b057dcf796e4a7a2ca23)
![Image 5 — Comparing sentence complexity, sentiment, and vocabulary between Democrat and Republican politicians using WikiQuote data [OC]](https://preview.redd.it/vz677dbrr72h1.png?width=6520&format=png&auto=webp&s=e8099b4a75b16d3a1d5c9a42b5cbd2f0430a0fb6)
▲ 100 r/dataisbeautiful
Comparing sentence complexity, sentiment, and vocabulary between Democrat and Republican politicians using WikiQuote data [OC]
Data source: WikiQuote via the WikiQuoteXL dataset — https://www.kaggle.com/datasets/kieranpoc/quotes
Tools: Python, pandas, matplotlib, TextBlob, scikit-learn, textstat
If you want to test your own ability to tell politicians apart, there's a fun guessing game at https://www.whosaidthat.co.uk/
u/ResponsibilityFar31 — 2 days ago