frontend/src/pages/Stats.tsx

@@ -66,6 +66,38 @@ const EMPTY_EXPLORER_STATE: ExplorerState = {
   error: "",
 };
 
+const getExplorerRecordIdentity = (record: DatasetRecord) =>
+  JSON.stringify({
+    post_id: record.post_id ?? null,
+    parent_id: record.parent_id ?? null,
+    reply_to: record.reply_to ?? null,
+    author: record.author ?? null,
+    type: record.type ?? null,
+    timestamp: record.timestamp ?? null,
+    dt: record.dt ?? null,
+    title: record.title ?? null,
+    content: record.content ?? null,
+    source: record.source ?? null,
+    topic: record.topic ?? null,
+  });
+
+const dedupeExplorerRecords = (records: DatasetRecord[]) => {
+  const uniqueRecords: DatasetRecord[] = [];
+  const seen = new Set<string>();
+
+  for (const record of records) {
+    const identity = getExplorerRecordIdentity(record);
+    if (seen.has(identity)) {
+      continue;
+    }
+
+    seen.add(identity);
+    uniqueRecords.push(record);
+  }
+
+  return uniqueRecords;
+};
+
 const normalizeRecordPayload = (payload: unknown): DatasetRecord[] => {
   if (typeof payload === "string") {
     try {
@@ -233,7 +265,9 @@ const StatPage = () => {
       },
     );
 
-    const normalizedRecords = normalizeRecordPayload(response.data);
+    const normalizedRecords = dedupeExplorerRecords(
+      normalizeRecordPayload(response.data),
+    );
 
     setAllRecords(normalizedRecords);
     setAllRecordsKey(filterKey);
@@ -254,7 +288,9 @@ const StatPage = () => {
     try {
       const records = await ensureFilteredRecords();
       const context = buildExplorerContext(records);
-      const matched = records.filter((record) => spec.matcher(record, context));
+      const matched = dedupeExplorerRecords(
+        records.filter((record) => spec.matcher(record, context)),
+      );
       matched.sort((a, b) => {
         const aValue = String(a.dt ?? a.date ?? a.timestamp ?? "");
         const bValue = String(b.dt ?? b.date ?? b.timestamp ?? "");
@@ -662,7 +698,7 @@ const StatPage = () => {
       )}
 
       {activeView === "interactional" && interactionData && (
-        <InteractionalStats data={interactionData} onExplore={openExplorer} />
+        <InteractionalStats data={interactionData} />
       )}
 
       {activeView === "interactional" && !interactionData && (

server/analysis/stat_gen.py

@@ -89,10 +89,37 @@ class StatGen:
             df.to_json(orient="records", date_format="iso", date_unit="s")
         )
 
+    def _dedupe_records(self, records: list[dict]) -> list[dict]:
+        unique_records = []
+        seen = set()
+
+        for record in records:
+            key_data = {
+                "post_id": record.get("post_id"),
+                "parent_id": record.get("parent_id"),
+                "reply_to": record.get("reply_to"),
+                "author": record.get("author"),
+                "type": record.get("type"),
+                "timestamp": record.get("timestamp"),
+                "dt": record.get("dt"),
+                "title": record.get("title"),
+                "content": record.get("content"),
+                "source": record.get("source"),
+                "topic": record.get("topic"),
+            }
+            key = json.dumps(key_data, sort_keys=True, separators=(",", ":"))
+            if key in seen:
+                continue
+
+            seen.add(key)
+            unique_records.append(record)
+
+        return unique_records
+
     ## Public Methods
     def filter_dataset(self, df: pd.DataFrame, filters: dict | None = None) -> list[dict]:
         filtered_df = self._prepare_filtered_df(df, filters)
-        return self._json_ready_records(filtered_df)
+        return self._dedupe_records(self._json_ready_records(filtered_df))
 
     def temporal(self, df: pd.DataFrame, filters: dict | None = None) -> dict:
         filtered_df = self._prepare_filtered_df(df, filters)