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Genre

As explained in The Well-Grounded Data Analyst

A film genre is a category of films defined by shared themes, narrative conventions, or stylistic characteristics.

Genre functions as an analytical category for comparing films across years, especially when stakeholders want to know whether audience preferences changed before, during, and after lockdowns. section 5.2.1 section 5.4.1

A practical genre analysis typically involves:

  • Selecting genre data alongside admissions and distributor data to identify potentially interesting industry stories. section 5.4.1
  • Assigning annual records to pre-COVID, during-COVID, and post-lockdown periods, while acknowledging that annual data blurs exact timing. section 5.4.3
  • Inspecting non-numeric revenue markers such as <0.1 before converting box-office values for aggregation. section 5.4.3
  • Comparing total revenue, yearly revenue breakdowns, and release counts by genre rather than relying on a single measure. section 5.4.3
  • Treating post-lockdown differences as leads for further investigation when the available data is limited. section 5.4.4

Comparing genre performance around COVID-19

Load annual genre records, classify 2020 as during COVID and later years as post-lockdowns, replace <0.1 with a documented placeholder, then plot revenue by genre for each year. The resulting differences can support questions about changing preferences, but limited post-lockdown observations prevent firm conclusions. section 5.4.4

How The Well-Grounded Data Analyst covers it

How deep it goes
Explains annual classification, revenue cleaning, aggregation, and visualization, but stops short of causal or global conclusions.
Examples
Examines total and yearly genre revenue, animation releases over time, and a War-genre record from 2020.
What it assumes
Assumes basic tabular-data analysis and stakeholder problem framing while teaching data selection, cleaning, and comparison decisions.
What you can do after
Evaluate genre trends with cleaned annual data and identify questions requiring more granular evidence.
How it connects
Connects genre with admissions, box office revenue, release counts, COVID periods, distributors, and independent films.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of The Well-Grounded Data Analyst. The section links point to the parts of the book it draws on.