groceryheist/cdsc_reddit
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Changes from hyak.

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This commit is contained in:
Nate E TeBlunthuis
2021-02-22 16:03:48 -08:00
parent 140d1bdd17
commit 4dc949de5f
14 changed files with 128 additions and 55 deletions
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2
visualization/subreddit_author_tf_similarities_10000.html
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12
visualization/tsne_vis.py
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@@ -14,7 +14,7 @@ def base_plot(plot_data):
cluster_dropdown = alt.binding_select(options=[str(c) for c in sorted(set(plot_data.cluster))])
subreddit_dropdown = alt.binding_select(options=sorted(plot_data.subreddit))
# subreddit_dropdown = alt.binding_select(options=sorted(plot_data.subreddit))
cluster_click_select = alt.selection_single(on='click',fields=['cluster'], bind=cluster_dropdown, name=' ')
# cluster_select = alt.selection_single(fields=['cluster'], bind=cluster_dropdown, name='cluster')
@@ -42,7 +42,7 @@ def zoom_plot(plot_data):
chart = base_plot(plot_data)
chart = chart.interactive()
chart = chart.properties(width=1275,height=1000)
chart = chart.properties(width=1275,height=800)
return chart
@@ -139,11 +139,19 @@ def assign_cluster_colors(tsne_data, clusters, n_colors, n_neighbors = 4):
def build_visualization(tsne_data, clusters, output):
# tsne_data = "/gscratch/comdata/output/reddit_tsne/subreddit_author_tf_similarities_10000.feather"
# clusters = "/gscratch/comdata/output/reddit_clustering/subreddit_author_tf_similarities_10000.feather"
tsne_data = pd.read_feather(tsne_data)
clusters = pd.read_feather(clusters)
tsne_data = assign_cluster_colors(tsne_data,clusters,10,8)
# sr_per_cluster = tsne_data.groupby('cluster').subreddit.count().reset_index()
# sr_per_cluster = sr_per_cluster.rename(columns={'subreddit':'cluster_size'})
tsne_data = tsne_data.merge(sr_per_cluster,on='cluster')
term_zoom_plot = zoom_plot(tsne_data)
term_zoom_plot.save(output)