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@@ -1952,3 +1952,4 @@ data/eval_10k_local/m11_factor_datasets/m11_per_clip_verify_top20/tier2__thiruva
 data/eval_10k_local/m11_factor_datasets/m11_per_clip_verify_top20/tier2__thiruvananthapuram__rain__7kTYja0wwo8__7kTYja0wwo8-337.mp4.pdf filter=lfs diff=lfs merge=lfs -text
 data/eval_10k_local/m11_factor_datasets/m11_per_clip_verify_top20/tier2__thiruvananthapuram__walking__E1yU7lO9v5o__E1yU7lO9v5o-018.mp4.pdf filter=lfs diff=lfs merge=lfs -text
 data/eval_10k_local/m11_factor_datasets/m11_per_clip_verify_top20/tier2__varanasi__walking___NQtEHy_AHE___NQtEHy_AHE-167.mp4.pdf filter=lfs diff=lfs merge=lfs -text
+data/data_prep/clip_durations.json filter=lfs diff=lfs merge=lfs -text

data/data_prep/city_matrix.json

@@ -0,0 +1,179 @@
+{
+  "matrix": {
+    "delhi": {
+      "tier": 1,
+      "drive": 20,
+      "walking": 19,
+      "drone": 5,
+      "total": 44
+    },
+    "mumbai": {
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+      "drive": 20,
+      "walking": 22,
+      "drone": 5,
+      "total": 47
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+    "hyderabad": {
+      "tier": 1,
+      "drive": 18,
+      "walking": 20,
+      "drone": 5,
+      "total": 43
+    },
+    "bangalore": {
+      "tier": 1,
+      "drive": 20,
+      "walking": 22,
+      "drone": 5,
+      "total": 47
+    },
+    "chennai": {
+      "tier": 1,
+      "drive": 20,
+      "walking": 30,
+      "drone": 5,
+      "total": 55
+    },
+    "kolkata": {
+      "tier": 1,
+      "drive": 24,
+      "walking": 55,
+      "drone": 5,
+      "total": 84
+    },
+    "goa": {
+      "tier": "other",
+      "drive": 0,
+      "walking": 33,
+      "drone": 0,
+      "total": 33
+    },
+    "jaipur": {
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+      "drive": 5,
+      "walking": 7,
+      "drone": 4,
+      "rain": 5,
+      "total": 21
+    },
+    "varanasi": {
+      "tier": 2,
+      "drive": 8,
+      "walking": 8,
+      "drone": 5,
+      "rain": 5,
+      "total": 26
+    },
+    "lucknow": {
+      "tier": 2,
+      "drive": 8,
+      "walking": 10,
+      "drone": 5,
+      "rain": 6,
+      "total": 29
+    },
+    "ahmedabad": {
+      "tier": 2,
+      "drive": 6,
+      "walking": 8,
+      "drone": 5,
+      "rain": 7,
+      "total": 26
+    },
+    "pune": {
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+      "drive": 7,
+      "walking": 11,
+      "drone": 10,
+      "rain": 10,
+      "total": 38
+    },
+    "kochi": {
+      "tier": 2,
+      "drive": 8,
+      "walking": 9,
+      "drone": 5,
+      "rain": 5,
+      "total": 27
+    },
+    "chandigarh": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 5,
+      "drone": 5,
+      "rain": 7,
+      "total": 22
+    },
+    "indore": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 7,
+      "drone": 6,
+      "rain": 5,
+      "total": 23
+    },
+    "bhopal": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 5,
+      "drone": 5,
+      "rain": 5,
+      "total": 20
+    },
+    "coimbatore": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 5,
+      "drone": 5,
+      "rain": 6,
+      "total": 21
+    },
+    "nagpur": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 6,
+      "drone": 5,
+      "rain": 8,
+      "total": 24
+    },
+    "visakhapatnam": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 5,
+      "drone": 6,
+      "rain": 6,
+      "total": 22
+    },
+    "surat": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 5,
+      "drone": 6,
+      "rain": 5,
+      "total": 21
+    },
+    "thiruvananthapuram": {
+      "tier": 2,
+      "drive": 5,
+      "walking": 6,
+      "drone": 5,
+      "rain": 5,
+      "total": 21
+    },
+    "mysuru": {
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+      "drive": 5,
+      "walking": 5,
+      "drone": 5,
+      "rain": 5,
+      "total": 20
+    }
+  },
+  "summary": {
+    "tier1_total": 320,
+    "tier2_total": 361,
+    "other_total": 33,
+    "grand_total": 714
+  }
+}

data/data_prep/clip_durations.json

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+size 18426142

data/data_prep/word_frequency.json

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+{
+  "top_50_words": {
+    "k": 519,
+    "city": 338,
+    "tour": 283,
+    "in": 278,
+    "india": 270,
+    "walking": 258,
+    "kolkata": 171,
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+    "to": 94,
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+    "view": 61,
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+    "video": 57,
+    "mumbai": 52,
+    "chennai": 51,
+    "ride": 50,
+    "pune": 47,
+    "fps": 47,
+    "new": 45,
+    "delhi": 45,
+    "bangalore": 45,
+    "driving": 42,
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+    "kochi": 36,
+    "heavy": 35,
+    "hdr": 34,
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+    "goa": 34,
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+    "lucknow": 33,
+    "chandigarh": 32,
+    "night": 31,
+    "ahmedabad": 31,
+    "jaipur": 30,
+    "varanasi": 30,
+    "nagar": 29,
+    "bike": 29,
+    "kerala": 29,
+    "nagpur": 29,
+    "capital": 28,
+    "with": 27,
+    "a": 27
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+      "sunrise": 1,
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+      "road": 94,
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+      "tunnel": 2,
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+    "notable_objects": {
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+      "metro": 3,
+      "train": 3,
+      "ferry": 1,
+      "bike": 29,
+      "auto": 1,
+      "rickshaw": 1,
+      "shop": 1
+    }
+  },
+  "total_titles": 718,
+  "total_words": 7505,
+  "unique_words": 1279
+}