Concept
Autism, or more precisely, Autism Spectrum Disorder (ASD), is a group of mental disorders characterized by impairments in social interaction and communication with the world. Individuals with autism often exhibit restricted, stereotypical, and repetitive patterns of behavior. The severity of these impairments varies among individuals, and they may or may not have issues with speech or cognitive development.
I wanted to analyze autism in children. I found a database from an unnamed school and used the data from the dataset. The children ranged from 5 to 18 years old and had various characteristics.
Kids often calm down with Steam.
For data visualization, I have selected several types of charts and diagrams.
Data Processing
First, I imported the necessary library: pandas. Then, I loaded the dataset from the downloaded CSV file. After that, I analyzed the data and created a chart.
wedges, texts, autotexts = ax.pie ( education_counts, labels=education_counts.index, autopct='%1.1f%%', startangle=90, shadow=True, textprops={'color': TEXT_COLOR}, colors=PASTEL_COLORS[: len (education_counts)]
I made another diagram—a histogram. It investigates the age and the number of students.
n, bins, patches = ax.hist ( df['Age'], bins=range (int (df['Age'].min ()), int (df['Age'].max ()) + 2), edgecolor='white', linewidth=1.2, color=MAIN_COLOR, alpha=0.8
Data Visualization
The first visual I used was the «Mustache Box.» I used it to describe and visualize IQ in children.
The second schedule is petal-shaped. I used it to study skills in autism.
The third chart I used for visualization was a pie chart. It depicts the educational attainment levels of children.
Fourth chart — bar graph. This visualizes the age and research volume among kids.
Bibliography
- First image https://megion-pnb.ru/info/novosti-i-stati/stati/672/
- Second image https://ru.pinterest.com/pin/13510867626101003/
- Source for autism information https://data.world/project-02/aes3849/workspace/file?filename=balanced_autism_dataset_v3.csv
- AI image generator used for the cover https://shedevrum.ai/text-to-image/?utm_source=yandex&utm_medium=search&utm_campaign=KachaemWeb_Kartinki_%D0%97%D0%B4%D0%BE%D1%80%D0%BE%D0%B2%D1%8C%D1%8F&utm_content=none&utm_term=---autotargeting&yclid=18179119515599110143
