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  1. README.md +84 -0
  2. tables/broad_advanced_pool__cb_0000432.csv +4 -0
  3. tables/broad_advanced_pool__cb_0000568.csv +4 -0
  4. tables/broad_advanced_pool__cb_0000740.csv +5 -0
  5. tables/broad_advanced_pool__cb_0000746.csv +7 -0
  6. tables/broad_advanced_pool__cb_0000878.csv +3 -0
  7. tables/broad_advanced_pool__cb_0000925.csv +2 -0
  8. tables/broad_advanced_pool__cb_0000956.csv +3 -0
  9. tables/broad_advanced_pool__cb_0000961.csv +2 -0
  10. tables/broad_advanced_pool__cb_0000964.csv +2 -0
  11. tables/broad_advanced_pool__cb_0000966.csv +2 -0
  12. tables/broad_advanced_pool__cb_0000967.csv +6 -0
  13. tables/broad_advanced_pool__cb_0001048.csv +2 -0
  14. tables/broad_advanced_pool__cb_0001056.csv +2 -0
  15. tables/broad_advanced_pool__cb_0001071.csv +6 -0
  16. tables/broad_advanced_pool__cb_0001072.csv +2 -0
  17. tables/broad_advanced_pool__cb_0001106.csv +2 -0
  18. tables/broad_advanced_pool__cb_0001138.csv +4 -0
  19. tables/broad_advanced_pool__cb_0001150.csv +2 -0
  20. tables/broad_advanced_pool__cb_0001227.csv +7 -0
  21. tables/broad_advanced_pool__cb_0001240.csv +4 -0
  22. tables/broad_advanced_pool__cb_0001254.csv +2 -0
  23. tables/broad_advanced_pool__cb_0001259.csv +3 -0
  24. tables/broad_advanced_pool__cb_0001262.csv +3 -0
  25. tables/broad_advanced_pool__cb_0001265.csv +6 -0
  26. tables/broad_advanced_pool__cb_0001272.csv +3 -0
  27. tables/broad_advanced_pool__cb_0001303.csv +3 -0
  28. tables/broad_advanced_pool__cb_0001305.csv +2 -0
  29. tables/broad_advanced_pool__cb_0001308.csv +6 -0
  30. tables/broad_advanced_pool__cb_0001309.csv +4 -0
  31. tables/broad_advanced_pool__cb_0001311.csv +5 -0
  32. tables/broad_advanced_pool__cb_0001312.csv +3 -0
  33. tables/broad_advanced_pool__cb_0001384.csv +4 -0
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  35. tables/broad_advanced_pool__cb_0001391.csv +7 -0
  36. tables/broad_advanced_pool__cb_0001408.csv +3 -0
  37. tables/broad_advanced_pool__cb_0001420.csv +4 -0
  38. tables/broad_extreme_pool__cb_0000074.csv +5 -0
  39. tables/broad_extreme_pool__cb_0000469.csv +3 -0
  40. tables/broad_extreme_pool__cb_0000536.csv +7 -0
  41. tables/broad_extreme_pool__cb_0000588.csv +6 -0
  42. tables/broad_extreme_pool__cb_0000869.csv +2 -0
  43. tables/broad_extreme_pool__cb_0000899.csv +2 -0
  44. tables/broad_extreme_pool__cb_0000916.csv +6 -0
  45. tables/broad_extreme_pool__cb_0000991.csv +6 -0
  46. tables/broad_extreme_pool__cb_0001002.csv +3 -0
  47. tables/broad_extreme_pool__cb_0001004.csv +3 -0
  48. tables/broad_extreme_pool__cb_0001008.csv +3 -0
  49. tables/broad_extreme_pool__cb_0001038.csv +4 -0
  50. tables/broad_extreme_pool__cb_0001084.csv +5 -0
README.md ADDED
@@ -0,0 +1,84 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # ChartBench-E Benchmark 432
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+
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+ This dataset release contains the frozen 432-sample benchmark build used by the paper:
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+
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+ > ChartBench-E: a benchmark for evaluating stable chart-to-values reading under increasing information load
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+
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+ ## What Is Included
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+
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+ - `metadata/formal_all18_432.jsonl`
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+ - canonical manifest for the 432 released samples
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+ - `metadata/splits/{train,val,test}.jsonl`
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+ - split-specific manifests
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+ - `images/`
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+ - rendered chart images
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+ - `tables/`
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+ - table-first ground-truth CSV files
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+ - `programs/`
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+ - chart program / generation metadata JSON files
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+ - `objects/`
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+ - object-level chart metadata JSON files
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+ - `evaluation/`
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+ - truth files used by the formal paper workflow
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+ - `docs/chartbench_e_rebuilt_README.md`
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+ - codebase README
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+ - `docs/chartbench_e_paper.pdf`
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+ - paper PDF snapshot bundled with this release
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+
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+ ## Release Summary
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+
30
+ - Samples: `432`
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+ - Chart families: `18`
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+ - Samples per chart family: `24`
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+ - Difficulty tiers:
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+ - `L1`: `144`
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+ - `L2`: `144`
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+ - `L3`: `144`
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+ - Splits:
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+ - `train`: `289`
39
+ - `val`: `50`
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+ - `test`: `93`
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+
42
+ ## Data Fields
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+
44
+ Each row in `metadata/formal_all18_432.jsonl` includes:
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+
46
+ - `sample_id`
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+ - `chart_id`
48
+ - `chart_type`
49
+ - `difficulty_tier`
50
+ - `split`
51
+ - `values`
52
+ - `x_labels`
53
+ - `series_labels`
54
+ - `annotation`
55
+ - `axis_scale`
56
+ - `challenge_tags`
57
+ - `image_path`
58
+ - `table_path`
59
+ - `program_path`
60
+ - `object_path`
61
+
62
+ The `*_original` fields keep the original local source paths for auditability.
63
+
64
+ ## Notes
65
+
66
+ - This release is built from the formal `all18` stratified subset used in the manuscript.
67
+ - Code, prompt templates, evaluation scripts, and generation utilities live in the project repository:
68
+ - `https://github.com/luojueling/ChartBench-E`
69
+ - This dataset release is intended to make the paper auditable and reviewer-accessible.
70
+
71
+ ## Suggested Citation
72
+
73
+ ```bibtex
74
+ @misc{chartbenche2026,
75
+ title = {ChartBench-E: a benchmark for evaluating stable chart-to-values reading under increasing information load},
76
+ author = {Hui Long and Jueling Luo and Si Xie and Haoli Yu and Juncheng Ye and Xutao Deng},
77
+ year = {2026},
78
+ note = {Dataset release for the frozen 432-sample benchmark build}
79
+ }
80
+ ```
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+
82
+ ## License
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+
84
+ This release contains synthetic benchmark artifacts assembled for research evaluation. A project-level license statement should be added or updated before wider redistribution beyond the current release workflow.
tables/broad_advanced_pool__cb_0000432.csv ADDED
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+ series,Batch-01,Batch-02,Batch-03,Batch-04,Batch-05,Batch-06
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+ Cell 1,85.7038,93.6078,97.2432,99.1780,99.5000,99.5000
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tables/broad_advanced_pool__cb_0000568.csv ADDED
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+ series,Sub-A,Sub-B,Sub-C,Sub-D,Sub-E
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+ Zone 1,12.6347,4.7559,0.5000,4.7364,13.1923
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+ series,Dist-A,Dist-B,Dist-C,Dist-D,Dist-E,Dist-F,Dist-G,Dist-H,Dist-I,Dist-J,Dist-K,Dist-L,Dist-M,Dist-N,Dist-O,Dist-P,Dist-A-2,Dist-B-2
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+ series,Aug,Sep,Oct,Nov,Dec,Jan,Feb,Mar,Apr,May,Jun,Jul
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+ series,Route-1,Route-2,Route-3,Route-4,Route-5
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+ series,Stn-01,Stn-02,Stn-03,Stn-04,Stn-05,Stn-06,Stn-07
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+ series,Sub-A,Sub-B,Sub-C,Sub-D,Sub-E,Sub-F,Sub-G
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1
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5
+ Center 4,50.0000,50.0000,50.0000,64.5345,89.3345,95.7342
6
+ Center 5,50.0000,51.8678,70.8189,88.5944,94.5066,95.1723
tables/broad_advanced_pool__cb_0001309.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ series,Jan,Feb,Mar,Apr,May,Jun,Jul,Aug,Sep
2
+ Center 1,50.0000,50.0000,50.0000,50.0000,85.2835,88.2600,89.5888,90.9217,92.2131
3
+ Center 2,50.0000,50.0000,50.3785,50.3737,50.8451,89.4893,92.0268,93.9111,97.2132
4
+ Center 3,53.2038,54.5756,54.0415,55.5327,88.3138,92.3641,95.8331,99.0000,99.0000
tables/broad_advanced_pool__cb_0001311.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ series,Day 1,Day 2,Day 3,Day 4,Day 5,Day 6,Day 7,Day 8,Day 9,Day 10,Day 11,Day 12,Day 13,Day 14,Day 15,Day 16,Day 17
2
+ Line 1,10.0000,80.9208,122.3878,161.6300,213.7221,246.4655,288.2315,311.4479,330.1928,349.7728,379.3726,389.2010,422.4762,417.2846,449.1770,465.2370,479.9196
3
+ Line 2,19.5750,93.2461,153.7612,203.5385,249.2561,278.1005,313.9758,345.7746,365.6523,383.5234,414.5398,438.2628,456.3505,467.2834,485.0872,498.5023,500.0000
4
+ Line 3,10.0000,85.1153,139.1533,184.1793,226.9829,267.2660,292.1126,323.1210,351.5725,377.2127,391.1965,416.9274,430.4861,455.3392,461.5095,484.1480,495.6743
5
+ Line 4,28.8853,119.5715,167.5426,229.4036,241.5655,274.7127,311.4438,342.0109,362.1239,383.5333,404.4873,403.7443,445.6153,451.1132,489.7309,494.7000,500.0000
tables/broad_advanced_pool__cb_0001312.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ series,Stn-01,Stn-02,Stn-03,Stn-04,Stn-05,Stn-06
2
+ Basin 1,33.7978,241.3154,186.4995,135.4779,81.6267,250.0000
3
+ Basin 2,0.8105,183.6359,59.1962,250.0000,147.5328,43.3847
tables/broad_advanced_pool__cb_0001384.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ series,Q1-23,Q2-23,Q3-23,Q4-23,Q1-24,Q2-24,Q3-24
2
+ Portfolio 1,20.1965,42.5151,75.3769,119.4853,126.5939,170.5968,200.0000
3
+ Portfolio 2,27.4342,54.2023,69.6729,127.1593,157.7607,200.0000,200.0000
4
+ Portfolio 3,10.0000,23.4870,66.2771,91.2813,108.2436,142.7495,193.1911
tables/broad_advanced_pool__cb_0001385.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ series,Mar,Apr,May,Jun,Jul,Aug,Sep,Oct
2
+ Corridor 1,44.1310,1.3975,34.4182,25.5690,40.0199,17.1896,45.0000,1.9739
3
+ Corridor 2,31.8333,28.7524,33.6534,23.4810,39.3499,10.0883,42.8008,1.0000
4
+ Corridor 3,42.7577,1.0000,31.2477,28.0412,33.3263,23.8177,38.8383,11.4934
5
+ Corridor 4,30.9094,30.0734,31.6954,26.9136,36.0931,19.7862,44.7367,1.0000
6
+ Corridor 5,20.6525,23.8816,19.6606,26.6359,13.8937,32.8238,1.0000,40.5902
tables/broad_advanced_pool__cb_0001391.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ series,May,Jun,Jul,Aug,Sep,Oct,Nov,Dec,Jan
2
+ Fleet 1,208.7308,249.4236,304.2295,501.8771,645.2816,862.1512,984.2576,1200.0000,1200.0000
3
+ Fleet 2,50.0000,50.0000,162.3459,313.4852,500.3798,690.1877,829.9295,977.5422,1133.7501
4
+ Fleet 3,167.6226,193.7756,369.4004,542.6357,689.9964,865.5413,991.9904,1168.4272,1200.0000
5
+ Fleet 4,52.4011,76.0663,274.7626,410.7906,612.5605,745.1647,976.4595,1069.2505,1200.0000
6
+ Fleet 5,50.0000,50.0000,50.0000,182.4288,382.4213,550.5173,741.9873,924.3081,1090.6184
7
+ Fleet 6,50.0000,100.0226,230.4195,431.3645,526.9461,692.2407,818.9418,1015.7970,1152.7932
tables/broad_advanced_pool__cb_0001408.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ series,Sep,Oct,Nov,Dec,Jan,Feb,Mar,Apr,May,Jun
2
+ Plant 1,30.0000,86.9261,95.9321,96.5256,97.3925,97.1198,96.6884,97.1574,97.1680,97.6536
3
+ Plant 2,27.8453,81.3281,100.0000,100.0000,100.0000,100.0000,100.0000,100.0000,100.0000,100.0000
tables/broad_advanced_pool__cb_0001420.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ series,Dist-A,Dist-B,Dist-C,Dist-D,Dist-E
2
+ Center 1,800.0000,485.6489,265.4362,111.2669,59.9388
3
+ Center 2,800.0000,492.2859,272.0514,110.8340,26.7419
4
+ Center 3,800.0000,582.7883,360.4734,200.2638,84.0012
tables/broad_extreme_pool__cb_0000074.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ series,Day 1,Day 2,Day 3,Day 4,Day 5,Day 6,Day 7,Day 8,Day 9,Day 10
2
+ Line 1,86.7280,86.6080,87.0669,86.7972,86.8177,86.9554,99.5000,99.5000,99.5000,99.5000
3
+ Line 2,85.0240,85.2878,85.3352,85.6548,86.1694,96.6475,97.3111,97.9590,98.7186,99.5000
4
+ Line 3,28.7036,27.7294,30.4220,30.7272,32.6089,33.3955,100.0000,100.0000,100.0000,100.0000
5
+ Line 4,20.0000,20.0000,20.0000,20.0000,20.0000,78.2840,81.4418,83.1812,90.4606,91.2326
tables/broad_extreme_pool__cb_0000469.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ series,Dec,Jan,Feb,Mar,Apr,May
2
+ Area 1,63.9277,155.0963,262.4771,414.8597,598.6379,800.0000
3
+ Area 2,96.5281,185.9007,303.8419,452.6073,628.6603,800.0000
tables/broad_extreme_pool__cb_0000536.csv ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ series,Route-1,Route-2,Route-3,Route-4,Route-5,Route-6
2
+ Corridor 1,2.9158,6.7188,45.0000,29.0798,4.4320,1.7524
3
+ Corridor 2,1.0000,1.0000,5.6097,40.1223,17.6759,1.0000
4
+ Corridor 3,6.9151,11.6430,36.0458,45.0000,23.0584,9.3337
5
+ Corridor 4,7.4138,27.6088,45.0000,13.9604,6.8139,6.5311
6
+ Corridor 5,6.1058,7.1579,23.5161,45.0000,15.3373,6.5713
7
+ Corridor 6,2.6673,19.9968,45.0000,11.4233,2.0720,1.5709
tables/broad_extreme_pool__cb_0000588.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ series,Route-1,Route-2,Route-3,Route-4,Route-5,Route-6,Route-7
2
+ Min,-0.4000,2.0294,12.2941,36.6208,-10.3003,-9.3978,-1.0986
3
+ Q1,0.4000,3.0588,21.9772,38.3501,3.5697,-3.4562,0.1006
4
+ Median,1.0000,3.8309,29.2396,39.6471,13.9721,1.0000,1.0000
5
+ Q3,1.6000,4.6030,36.5020,40.9441,24.3745,5.4562,1.8994
6
+ Max,2.4000,5.6324,46.1851,42.6734,38.2445,11.3978,3.0986
tables/broad_extreme_pool__cb_0000869.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ series,Stn-01,Stn-02,Stn-03,Stn-04,Stn-05,Stn-06,Stn-07,Stn-08
2
+ Net Change,-63.0662,-52.5360,-35.5927,-16.3223,3.1480,31.7837,59.6196,72.9660
tables/broad_extreme_pool__cb_0000899.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ series,Sub-A,Sub-B,Sub-C,Sub-D,Sub-E,Sub-F,Sub-G
2
+ Net Change,-574.2405,4.8068,1225.5450,887.3071,-328.1349,-570.6215,-644.6620
tables/broad_extreme_pool__cb_0000916.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ series,Route-1,Route-2,Route-3,Route-4,Route-5,Route-6,Route-7
2
+ Min,1123.8380,859.5016,598.1811,409.9366,234.1416,69.6770,30.8546
3
+ Q1,1167.3591,909.2041,639.5891,452.4923,286.0747,128.6076,54.3143
4
+ Median,1200.0000,946.4809,670.6450,484.4091,325.0246,172.8055,71.9090
5
+ Q3,1232.6409,983.7577,701.7009,516.3259,363.9745,217.0034,89.5037
6
+ Max,1276.1620,1033.4602,743.1089,558.8816,415.9076,275.9340,112.9634
tables/broad_extreme_pool__cb_0000991.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ series,Route-1,Route-2,Route-3,Route-4,Route-5,Route-6
2
+ Corridor 1,1200.0000,714.2670,55.7183,152.5989,854.6775,1200.0000
3
+ Corridor 2,1121.1013,1200.0000,748.5353,181.7095,415.6160,1125.4495
4
+ Corridor 3,1134.6112,547.4970,50.0000,239.6734,950.0090,1140.2627
5
+ Corridor 4,1025.3525,248.8426,50.0000,456.5660,1064.0340,1006.8496
6
+ Corridor 5,671.9528,50.0000,50.0000,569.8331,1047.5056,668.9228
tables/broad_extreme_pool__cb_0001002.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ series,Q1-23,Q2-23,Q3-23,Q4-23,Q1-24,Q2-24
2
+ Portfolio 1,10.0000,13.4501,55.3648,76.4538,129.3429,180.7191
3
+ Portfolio 2,53.9950,23.3045,65.6471,89.0071,135.8865,200.0000
tables/broad_extreme_pool__cb_0001004.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ series,Dist-A,Dist-B,Dist-C,Dist-D,Dist-E
2
+ Center 1,40.0000,40.0000,88.0452,92.3403,98.2095
3
+ Center 2,41.4723,45.8190,83.5821,90.9863,100.0000
tables/broad_extreme_pool__cb_0001008.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ series,Q1-23,Q2-23,Q3-23,Q4-23,Q1-24,Q2-24,Q3-24,Q4-24,Q1-25,Q2-25,Q3-25
2
+ Desk 1,20.2956,26.4952,38.6978,56.0286,79.3514,111.0392,139.7865,169.2561,189.0654,200.0000,200.0000
3
+ Desk 2,17.4422,20.4156,26.9412,31.4113,49.3897,82.7535,129.0075,170.3917,191.7326,200.0000,200.0000
tables/broad_extreme_pool__cb_0001038.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ series,Sub-A,Sub-B,Sub-C,Sub-D,Sub-E,Sub-F
2
+ Feeder 1,0.5000,1.7246,4.6034,8.2594,11.2409,14.4557
3
+ Feeder 2,2.2478,3.1382,6.6029,9.9511,13.4589,15.0000
4
+ Feeder 3,0.5000,1.1914,4.6919,8.0874,11.0747,14.6711
tables/broad_extreme_pool__cb_0001084.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ series,Sub-A,Sub-B,Sub-C,Sub-D,Sub-E,Sub-F,Sub-G,Sub-H
2
+ Zone 1,51.0152,90.4274,98.0000,98.0000,84.1228,78.7938,40.0638,63.0617
3
+ Zone 2,30.0000,36.1891,52.3244,74.8470,72.5294,50.5600,90.6885,33.0515
4
+ Zone 3,88.2650,98.0000,85.6610,80.7969,66.1823,43.1103,44.3907,33.2737
5
+ Zone 4,42.1243,93.8441,77.9676,74.9077,98.0000,90.4732,36.6969,60.5484