license:mit size_categories:n<1K format:csv modality:tabular library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# StoryArcsAnalysis

tags: clustering, narrative complexity, viewer retention

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'StoryArcsAnalysis' dataset is designed to assist Machine Learning practitioners in understanding how different storytelling techniques and narrative complexities influence viewer retention across TV shows. The dataset includes excerpts from TV show scripts, character development arcs, and pivotal plot points, along with an analysis of each show's narrative structure. Each entry is tagged with labels that categorize the type of storytelling technique used, the complexity of the narrative, and the overall viewer retention rate for the particular show.

**CSV Content Preview:**

```
Title,Excerpt,Character Development,Plot Point,Narrative Complexity,Labels
"Friends","Chandler meets Joey in a small New York cafe, and they form a lifelong bond.",Growth,"First Major Friendship Formation,Moderate","High","Comedy, Relationship Dynamics, Mid-level Retention"
"Breaking Bad","Walter White crafts a potent new drug, attracting dangerous attention from the drug underworld.",Growth,"Secret Double Life Revealed, Major Decision","High","Crime, Family Dynamics, High Retention"
"Game of Thrones","The Red Wedding tragedy unfolds, shocking viewers with its brutal twist and complex character motivations.",Growth,"Unexpected Betrayal, Major Decision","Very High","Fantasy, Political Intrigue, Varied Retention"
"Stranger Things","The Upside Down world is introduced, intertwining with the real world and showcasing the power of friendship.",Growth,"Paranormal Discovery, Major Decision","High","Horror, Supernatural, High Retention"
"The Crown","Elizabeth II faces personal and political challenges as she navigates the complexities of her reign.",Growth,"Royal Crisis, Major Decision","Moderate to High","Historical, Political, Mid to High Retention"
```

In this CSV preview, the 'Title' column provides the name of the TV show, the 'Excerpt' column contains a relevant scene or dialogue that showcases a particular storytelling aspect, 'Character Development' highlights the growth of the characters, 'Plot Point' refers to a significant event or decision in the narrative, 'Narrative Complexity' describes the level of intricacy in the plot, and 'Labels' categorizes the show based on the style of storytelling and factors affecting viewer retention.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'tv show':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=tv+show&dataset=StoryArcsAnalysis&tags=clustering,+narrative+complexity,+viewer+retention
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
