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Alvintheboi committed Apr 14, 2023
2 parents d51ba4e + 3fced36 commit d7dd20d
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14 changes: 4 additions & 10 deletions analysis/analysis2.ipynb
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"metadata": {},
"source": [
"### Bar Graph Explanation\n",
"##### This bar graph portrays the frequency of the genres of the top 25 songs in the dataset and the bottom 30 songs. From the looks of it, in accordance to the mean song popularity, the most popular genres are Raggae, Metal, Pop and Hip-Hop. This answers my research question that yes, some song genres are more popular than others. Although the amount of sample data is small (55) in comparison to the whole dataset, it does still give a sense of the types of music people consider popular, and according to this dataset, it is Raggae, Metal, Pop and Hip-Hop. \n"
"##### This bar graph portrays the frequency of the genres of the top 30 and bottom 30 songs in the dataset. From the looks of it, in accordance to the mean song popularity, the most popular genres are Raggae, Metal, Pop and Hip-Hop. Son Cubano and Bolero have similar popularity but also there is only 1 song in my dataset of these genres so there is not enough data to assume that these genres are not popular. This graph however answers my research question that yes, some song genres are more popular than others. Although the amount of sample data is small (55) in comparison to the whole dataset, it does still give a sense of the types of music people consider popular, and according to this dataset, it is Raggae, Metal, Pop and Hip-Hop. \n"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"## Strip Plot Explanation \n",
"### Strip Plot Explanation \n",
"\n",
"#### The image above depicts a Strip plot of the 4 most popular songs in the dataset according to genre. This strip plot demostrates the correlation of the least and most popular songs in relation to genre\n"
"\n",
"##### The image above depicts a Strip plot of the 4 most popular songs in the dataset according to genre (Reggae, Hip Hop, Pop, Metal). This strip plot demonstrates the correlation of the least and most popular songs in relation to genre. AS can be seen in the graph, all of the Reggae songs are popular with an average popularity of about 90. Hip Hop and Pop songs have a wider range of popularity because there are dots at the top, middle and bottom of the graph. Metal only has 1 song and it is considered popular although using metal as part of the data seems unnecessary due to the fact that there is only 1 song, it does not give a good correlation. \n"
]
},
{
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"source": [
"conjoined_df.to_csv('project-group-group48.csv')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
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