gender-bias-analysis-in-movies

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gender-bias-analysis-in-movies

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Analyze, Detect and Remove Gender Stereotyping from Bollywood Movie Trailers.

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## Analyze, Detect and Remove Gender Stereotyping from Bollywood Movies
Link to paper - [Analyze, Detect and Remove Gender Stereotyping from
Bollywood Movies](http://proceedings.mlr.press/v81/madaan18a/madaan18a.pdf)

## Plots for Paper
The following plots are being used for the paper -

### yearwise_malevsfemale
The distribution of occurences of male vs female detections over the 10 years
![yearwise_malevsfemale](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots-for-paper/yearwise_malevsfemale.png)

---

### pie_chart_emotions_man 
Most common emotions exhibited by man over the 10 years
![pie_chart_emotions_man](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots-for-paper/pie_chart_emotions_man.png)

---

### pie_chart_emotions_woman
Most common emotions exhibited by woman over the 10 years
![pie_chart_emotions_woman](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots-for-paper/pie_chart_emotions_woman.png)

---

#### Gender/Emotion
![plot 1](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots/gender-emotion.png)

---

### man_emotions_over_years
Plot of variation of individual emotions for man over the last 10 years
![man_emotions_over_years](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots-for-paper/man_emotions_over_years.png)

---

### woman_emotions_over_years
Plot of variation of individual emotions for woman over the last 10 years
![woman_emotions_over_years](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots-for-paper/woman_emotions_over_years.png)

---

### screen_on_time_males_vs_females
Donut chart of screen on time of males vs screen on time 
![screen_on_time_males_vs_females](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots-for-paper/screen_on_time_males_vs_females.png)

## Data 
__Complete data file can be found at__ - [data.csv](https://github.com/mayank26saxena/gender-bias-detection/blob/master/data/data.csv)

__Data analysis PDF__ - [data-analysis.pdf](https://github.com/mayank26saxena/gender-bias-detection/blob/master/plots/data-analysis.pdf) (*It includes information about data.csv file. Eg - Number of rows, frequency of emotions etc.*)

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