From e6293eab5054820f6518a06b6652067afb5dee98 Mon Sep 17 00:00:00 2001
From: Tim Van Baak <tim.vanbaak@gmail.com>
Date: Sun, 4 Nov 2018 00:07:43 -0700
Subject: [PATCH] Filter out phantoms from bottom pagerank

---
 src/build.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/build.py b/src/build.py
index 39e535a..1fe8a6e 100644
--- a/src/build.py
+++ b/src/build.py
@@ -258,7 +258,13 @@ def build_statistics_page(page, articles):
 	content += "<br>\n".join(cited_times_items)
 	content += "</div>\n"
 
-	# Lowest pagerank
+	# Lowest pagerank of written articles
+	G = networkx.Graph()
+	for article in articles:
+		for citation in article.citations:
+			if citation.article.player is not None:
+				G.add_edge(article.title, citation.target)
+	rank_by_article = networkx.pagerank(G)
 	pageranks = reverse_statistics_dict(rank_by_article)
 	bot_ranked = list(enumerate(map(lambda x: x[1], pageranks), start=1))[-10:]
 	# Format the ranks into strings
@@ -268,7 +274,6 @@ def build_statistics_page(page, articles):
 	content += "<br>\n".join(bot_ranked_items)
 	content += "</div>\n"
 
-
 	# Fill in the entry skeleton
 	return page.format(title="Statistics", content=content)