SauravMaheshkar commited on
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feat: add data objects

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.gitignore ADDED
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+ **/.DS_Store
processed/inductive/test_df.csv ADDED
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processed/inductive/train_df.csv ADDED
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processed/inductive/val_df.csv ADDED
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processed/transductive/test_df.csv ADDED
The diff for this file is too large to render. See raw diff
 
processed/transductive/train_df.csv ADDED
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processed/transductive/val_df.csv ADDED
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raw/DATA-DESCRIPTION.txt ADDED
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+ Each timestamped simplex dataset consists of three files:
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+ 1. dataset-nverts.txt
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+ 2. dataset-simplices.txt
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+ 3. dataset-times.txt
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+
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+ All three files represent a vector of integers. There is one integer per line.
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+
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+ The first file contains the number of vertices within each simplex. The second
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+ file is a contiguous list of the nodes comprising the simplices, where the
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+ ordering of the simplices is the same as in the first file. The third file
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+ contains the timestamps for each simplex. The length of the vectors in the first
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+ and third files is the same, and the length of the vector in the second file is
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+ the sum of the integers in the first file.
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+
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+ Consider an example dataset consisting of three simplices:
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+ 1. {1, 2, 3} at time 10
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+ 2. {2, 4} at time 15.
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+ 3. {1, 3, 4, 5} at time 21.
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+ Then files would look as follows:
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+
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+ example-nverts.txt
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+ 3
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+ 2
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+ 4
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+
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+ example-simplices.xt
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+ 1
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+ 2
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+ 3
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+ 2
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+ 4
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+ 1
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+ 3
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+ 4
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+ 5
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+
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+ example-times.txt
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+ 10
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+ 15
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+ 21
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+
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+
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+
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+ For problems, please contact Austin Benson at arb@cs.cornell.edu.
raw/README.txt ADDED
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+ The simplices in this dataset correspond to co-sponsorship of bills in the
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+ United States Congress, derived from James Fowler's datasets:
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+ http://jhfowler.ucsd.edu/cosponsorship.htm
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+ Each simplex represents one bill, and the set of vertices is the set consisting
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+ of the sponsor and co-sponsors. Timestamps are in days and represent when
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+ the bill was introduced.
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+
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+ The file congress-bills-names.txt contains the names of the congresspersons.
raw/congress-bills-node-labels.txt ADDED
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1325
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1416
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1417
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1418
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1419
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1420
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1421
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1422
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1423
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1424
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1425
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1426
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1427
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1428
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1429
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1430
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1431
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1432
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1433
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1434
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1435
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1436
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1437
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1438
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1439
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1440
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1441
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1442
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1443
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1444
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1445
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1446
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1447
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1448
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1449
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1450
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1451
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1452
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1453
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1454
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1455
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1456
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1457
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1458
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1459
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1460
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1461
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1462
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1463
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1464
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1465
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1466
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1467
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1468
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1469
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1470
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1471
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1472
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1473
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1474
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1475
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1476
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1477
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1478
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1479
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1480
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1481
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1482
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1483
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1484
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1485
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1486
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1487
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1488
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1489
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1490
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1491
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1492
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1493
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1494
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1495
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1496
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1497
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1498
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1499
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1500
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1501
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1502
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1503
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1504
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1505
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1506
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1507
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1508
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1509
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1510
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1511
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1512
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1513
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1514
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1515
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1516
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1517
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1518
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1519
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1520
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1521
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1522
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1523
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1524
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1525
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1526
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1527
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1528
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1529
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1530
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1531
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1532
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1533
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1534
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1535
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1536
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1537
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1538
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1539
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1540
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1541
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1542
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1543
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1544
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1545
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1546
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1547
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1548
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1549
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1550
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1551
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1552
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1553
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1554
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1555
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1556
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1557
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1558
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1559
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1560
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1561
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1562
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1563
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1564
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1565
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1566
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1567
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1568
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1569
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1570
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1571
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1572
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1573
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1574
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1575
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1576
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1577
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1578
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1579
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1580
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1581
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1582
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1583
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1584
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1585
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1586
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1587
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1588
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1589
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1590
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1591
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1592
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1593
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1594
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1595
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1596
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1597
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1598
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1599
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1600
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1601
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1602
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1603
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1604
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1605
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1606
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1607
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1608
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1609
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1610
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1611
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1612
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1613
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1614
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1615
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1616
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1617
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1618
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1619
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1620
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1621
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1622
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1623
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1624
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1625
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1626
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1627
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1628
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1629
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1630
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1631
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1632
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1633
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1634
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1635
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1636
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1637
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1638
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1639
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1640
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1641
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1642
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1643
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1644
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1645
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1646
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1647
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1648
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1649
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1650
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1651
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1652
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1653
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1654
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1655
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1656
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1657
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1658
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1659
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1660
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1661
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1662
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1663
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1664
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1665
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1666
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1667
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1668
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1669
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1670
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1671
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1672
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1673
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1674
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1675
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1676
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1677
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1678
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1679
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1680
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1681
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1682
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1683
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1684
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1685
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1686
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1687
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1688
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1689
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1690
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1691
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1692
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1693
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1694
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1695
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1696
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1697
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1698
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1699
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1700
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1701
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1702
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1703
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1704
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1705
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1706
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1707
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1708
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1709
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1710
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1711
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1712
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1713
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1714
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1715
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1716
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1717
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1718
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raw/congress-bills-simplices.txt ADDED
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raw/congress-bills-times.txt ADDED
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