Jupyter, Apache Zeppelin, Deepnote, Google Colaboratory, and SageMath are the most popular tools in the category "Data Science Notebooks". "In-line code execution using blocks" is the primary reason developers pick Jupyter over its competitors, while "In-line code execution using paragraphs" is the reason why Apache Zeppelin was chosen.