Business Analytics Lab Worksheet 04
CME Group Foundation Business Analytics Lab
Marlen Sotelo
August 2, 2017
Task 1
First, we read in the states_purchase_orders.csv file and made sure all the columns were captured. We wil also check the first couple of rows of the dataset “head(mydata)”
mydata = read.csv(file="data/states_purchase_orders.csv")
head(mydata)#loan_purpose = mydata$Loan.Purpose !Do the same for all the columns!Below are allt the columns read individually
Record Type
record_type = mydata$RECORD.TYPE
record_type [1] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[54] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[107] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[160] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[213] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[266] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[319] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[372] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[425] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[478] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[531] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[584] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[637] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[690] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[743] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[796] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[849] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[902] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[955] D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D D
[ reached getOption("max.print") -- omitted 31452 entries ]
Levels: DPurchase order number
po_number = mydata$PURCHASE.ORDER.NUMBER
po_number [1] VO014151 RQ037437 RQ032962 RQ029751 PO170848 PO170847 PO170847 PO170847 PO170846 PO170845 PO170845
[12] PO170845 PO170845 PO170844 PO170843 PO170842 PO170841 PO170840 PO170839 PO170838 PO170837 PO170836
[23] PO170835 PO170835 PO170835 PO170834 PO170834 PO170834 PO170834 PO170833 PO170833 PO170833 PO170832
[34] PO170831 PO170831 PO170831 PO170830 PO170830 PO170829 PO170829 PO170829 PO170829 PO170829 PO170828
[45] PO170828 PO170828 PO170828 PO170827 PO170826 PO170825 PO170824 PO170823 PO170822 PO170821 PO170820
[56] PO170819 PO170819 PO170819 PO170819 PO170819 PO170819 PO170818 PO170818 PO170818 PO170818 PO170817
[67] PO170817 PO170817 PO170817 PO170817 PO170817 PO170816 PO170816 PO170816 PO170816 PO170816 PO170816
[78] PO170815 PO170815 PO170815 PO170815 PO170815 PO170815 PO170815 PO170815 PO170815 PO170814 PO170814
[89] PO170814 PO170814 PO170814 PO170814 PO170814 PO170814 PO170813 PO170812 PO170811 PO170810 PO170809
[100] PO170808 PO170807 PO170806 PO170806 PO170806 PO170806 PO170806 PO170805 PO170804 PO170803 PO170802
[111] PO170801 PO170801 PO170800 PO170799 PO170798 PO170797 PO170797 PO170797 PO170797 PO170797 PO170797
[122] PO170797 PO170797 PO170796 PO170795 PO170795 PO170794 PO170793 PO170792 PO170791 PO170791 PO170791
[133] PO170790 PO170789 PO170789 PO170789 PO170789 PO170789 PO170788 PO170787 PO170786 PO170785 PO170784
[144] PO170783 PO170782 PO170781 PO170780 PO170780 PO170779 PO170778 PO170777 PO170776 PO170776 PO170775
[155] PO170775 PO170775 PO170775 PO170775 PO170775 PO170775 PO170775 PO170775 PO170775 PO170774 PO170774
[166] PO170774 PO170773 PO170772 PO170772 PO170771 PO170771 PO170771 PO170770 PO170770 PO170770 PO170770
[177] PO170770 PO170769 PO170768 PO170767 PO170766 PO170765 PO170764 PO170763 PO170762 PO170762 PO170762
[188] PO170761 PO170761 PO170760 PO170759 PO170758 PO170757 PO170756 PO170755 PO170754 PO170753 PO170752
[199] PO170751 PO170750 PO170750 PO170750 PO170750 PO170750 PO170750 PO170750 PO170750 PO170750 PO170749
[210] PO170748 PO170747 PO170747 PO170746 PO170745 PO170745 PO170745 PO170745 PO170744 PO170744 PO170743
[221] PO170743 PO170743 PO170743 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742
[232] PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742 PO170742
[243] PO170741 PO170740 PO170740 PO170740 PO170740 PO170740 PO170740 PO170740 PO170739 PO170738 PO170738
[254] PO170738 PO170737 PO170736 PO170736 PO170736 PO170736 PO170736 PO170736 PO170735 PO170734 PO170733
[265] PO170732 PO170732 PO170732 PO170731 PO170731 PO170730 PO170729 PO170728 PO170728 PO170728 PO170728
[276] PO170728 PO170727 PO170727 PO170726 PO170725 PO170724 PO170723 PO170723 PO170722 PO170721 PO170720
[287] PO170720 PO170720 PO170720 PO170720 PO170720 PO170720 PO170720 PO170720 PO170720 PO170720 PO170720
[298] PO170719 PO170718 PO170717 PO170716 PO170715 PO170715 PO170715 PO170714 PO170713 PO170712 PO170711
[309] PO170711 PO170711 PO170711 PO170711 PO170711 PO170710 PO170709 PO170708 PO170708 PO170708 PO170708
[320] PO170707 PO170707 PO170706 PO170705 PO170704 PO170704 PO170703 PO170703 PO170702 PO170701 PO170700
[331] PO170699 PO170698 PO170697 PO170696 PO170695 PO170694 PO170694 PO170693 PO170692 PO170692 PO170692
[342] PO170692 PO170691 PO170690 PO170690 PO170690 PO170690 PO170689 PO170689 PO170688 PO170687 PO170687
[353] PO170686 PO170686 PO170686 PO170686 PO170686 PO170686 PO170686 PO170686 PO170686 PO170686 PO170685
[364] PO170685 PO170684 PO170683 PO170682 PO170681 PO170680 PO170679 PO170678 PO170677 PO170677 PO170677
[375] PO170677 PO170676 PO170675 PO170674 PO170674 PO170673 PO170673 PO170672 PO170671 PO170670 PO170669
[386] PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668
[397] PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668 PO170668
[408] PO170668 PO170667 PO170667 PO170666 PO170665 PO170664 PO170664 PO170664 PO170664 PO170664 PO170664
[419] PO170663 PO170662 PO170662 PO170661 PO170661 PO170661 PO170660 PO170659 PO170658 PO170658 PO170658
[430] PO170658 PO170658 PO170658 PO170658 PO170658 PO170658 PO170658 PO170658 PO170658 PO170658 PO170657
[441] PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657
[452] PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657
[463] PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657
[474] PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657
[485] PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657 PO170657
[496] PO170657 PO170657 PO170656 PO170656 PO170656 PO170656 PO170656 PO170656 PO170656 PO170655 PO170654
[507] PO170653 PO170652 PO170652 PO170651 PO170650 PO170650 PO170649 PO170648 PO170647 PO170646 PO170645
[518] PO170644 PO170644 PO170644 PO170644 PO170643 PO170642 PO170641 PO170641 PO170641 PO170640 PO170639
[529] PO170638 PO170637 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636
[540] PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170636
[551] PO170636 PO170636 PO170636 PO170636 PO170636 PO170636 PO170635 PO170635 PO170635 PO170635 PO170635
[562] PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635
[573] PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635
[584] PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635
[595] PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635
[606] PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635 PO170635
[617] PO170635 PO170634 PO170633 PO170633 PO170633 PO170633 PO170632 PO170631 PO170630 PO170629 PO170628
[628] PO170627 PO170626 PO170625 PO170624 PO170624 PO170624 PO170623 PO170623 PO170622 PO170622 PO170621
[639] PO170620 PO170619 PO170619 PO170619 PO170619 PO170619 PO170619 PO170619 PO170619 PO170619 PO170619
[650] PO170619 PO170619 PO170618 PO170618 PO170617 PO170617 PO170617 PO170617 PO170617 PO170616 PO170615
[661] PO170615 PO170614 PO170614 PO170614 PO170614 PO170614 PO170614 PO170614 PO170614 PO170614 PO170614
[672] PO170614 PO170614 PO170613 PO170613 PO170612 PO170611 PO170610 PO170610 PO170610 PO170609 PO170608
[683] PO170608 PO170608 PO170608 PO170608 PO170608 PO170608 PO170607 PO170606 PO170605 PO170604 PO170603
[694] PO170602 PO170601 PO170601 PO170600 PO170600 PO170600 PO170600 PO170600 PO170600 PO170600 PO170600
[705] PO170599 PO170599 PO170599 PO170598 PO170598 PO170597 PO170596 PO170595 PO170595 PO170595 PO170595
[716] PO170595 PO170595 PO170595 PO170594 PO170594 PO170594 PO170594 PO170594 PO170594 PO170594 PO170594
[727] PO170594 PO170594 PO170594 PO170594 PO170594 PO170593 PO170593 PO170592 PO170591 PO170591 PO170591
[738] PO170590 PO170589 PO170588 PO170587 PO170586 PO170585 PO170584 PO170583 PO170582 PO170581 PO170580
[749] PO170579 PO170578 PO170577 PO170577 PO170577 PO170576 PO170576 PO170576 PO170576 PO170575 PO170574
[760] PO170574 PO170574 PO170574 PO170574 PO170573 PO170573 PO170572 PO170572 PO170571 PO170570 PO170569
[771] PO170568 PO170567 PO170567 PO170566 PO170565 PO170564 PO170564 PO170564 PO170564 PO170564 PO170563
[782] PO170563 PO170563 PO170563 PO170563 PO170563 PO170562 PO170561 PO170560 PO170560 PO170560 PO170559
[793] PO170558 PO170557 PO170556 PO170555 PO170554 PO170553 PO170552 PO170551 PO170550 PO170548 PO170547
[804] PO170546 PO170545 PO170544 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543
[815] PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170543 PO170542
[826] PO170541 PO170541 PO170540 PO170540 PO170540 PO170539 PO170539 PO170539 PO170539 PO170538 PO170538
[837] PO170538 PO170538 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537
[848] PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170537 PO170536
[859] PO170536 PO170536 PO170536 PO170536 PO170536 PO170536 PO170536 PO170536 PO170536 PO170536 PO170536
[870] PO170536 PO170536 PO170536 PO170536 PO170536 PO170535 PO170534 PO170533 PO170532 PO170531 PO170530
[881] PO170529 PO170528 PO170527 PO170527 PO170527 PO170527 PO170526 PO170525 PO170525 PO170524 PO170524
[892] PO170524 PO170524 PO170524 PO170523 PO170523 PO170523 PO170523 PO170522 PO170521 PO170520 PO170519
[903] PO170518 PO170517 PO170516 PO170515 PO170514 PO170513 PO170512 PO170511 PO170511 PO170511 PO170511
[914] PO170510 PO170509 PO170509 PO170509 PO170509 PO170508 PO170507 PO170506 PO170505 PO170504 PO170503
[925] PO170502 PO170502 PO170502 PO170501 PO170500 PO170500 PO170499 PO170498 PO170497 PO170496 PO170495
[936] PO170495 PO170494 PO170493 PO170492 PO170492 PO170491 PO170490 PO170489 PO170489 PO170489 PO170489
[947] PO170489 PO170488 PO170488 PO170488 PO170488 PO170488 PO170487 PO170487 PO170487 PO170487 PO170486
[958] PO170486 PO170485 PO170485 PO170485 PO170485 PO170485 PO170485 PO170484 PO170483 PO170482 PO170482
[969] PO170482 PO170481 PO170480 PO170480 PO170480 PO170480 PO170479 PO170478 PO170477 PO170476 PO170476
[980] PO170475 PO170475 PO170475 PO170475 PO170475 PO170475 PO170474 PO170473 PO170472 PO170471 PO170470
[991] PO170469 PO170469 PO170469 PO170468 PO170468 PO170467 PO170466 PO170465 PO170465 PO170464
[ reached getOption("max.print") -- omitted 31452 entries ]
13213 Levels: P9700742 PO000655 PO010523 PO010813 PO010834 PO010847 PO010990 PO011226 PO011376 ... VO014151input date
input_type = mydata$INPUT.DATE
input_type [1] 8/13/14 11/12/14 11/26/12 8/31/11 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17
[12] 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/27/17
[23] 6/27/17 6/27/17 6/27/17 6/27/17 6/27/17 6/27/17 6/27/17 6/28/17 6/28/17 6/28/17 6/28/17
[34] 6/28/17 6/28/17 6/28/17 6/26/17 6/26/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17
[45] 6/28/17 6/28/17 6/28/17 6/23/17 6/23/17 6/23/17 6/23/17 6/28/17 6/28/17 6/23/17 6/23/17
[56] 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/28/17
[67] 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17
[78] 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/23/17 6/23/17
[89] 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/23/17 6/22/17 6/20/17 6/20/17 6/28/17 6/28/17
[100] 6/28/17 6/19/17 6/28/17 6/28/17 6/28/17 6/28/17 6/28/17 6/19/17 6/19/17 6/19/17 6/21/17
[111] 6/19/17 6/19/17 6/28/17 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17
[122] 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17 6/19/17 6/15/17 6/15/17 6/20/17 6/20/17 6/20/17
[133] 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17 6/15/17 6/19/17 6/13/17 6/13/17 6/13/17 6/13/17
[144] 6/13/17 6/14/17 6/13/17 6/13/17 6/13/17 6/13/17 6/13/17 6/13/17 6/13/17 6/13/17 6/9/17
[155] 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/21/17 6/21/17
[166] 6/21/17 6/13/17 6/9/17 6/9/17 6/8/17 6/8/17 6/8/17 6/12/17 6/12/17 6/12/17 6/12/17
[177] 6/12/17 6/9/17 6/13/17 6/9/17 6/7/17 6/10/17 6/10/17 6/6/17 6/9/17 6/9/17 6/9/17
[188] 6/9/17 6/9/17 6/13/17 6/6/17 6/8/17 6/16/17 6/6/17 6/28/17 6/28/17 6/26/17 6/9/17
[199] 6/5/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/9/17 6/26/17
[210] 6/2/17 6/1/17 6/1/17 6/1/17 6/2/17 6/2/17 6/2/17 6/2/17 5/30/17 5/30/17 6/19/17
[221] 6/19/17 6/19/17 6/19/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17
[232] 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17
[243] 6/12/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 5/26/17 6/22/17 6/28/17 6/28/17
[254] 6/28/17 6/9/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17
[265] 6/1/17 6/1/17 6/1/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17
[276] 5/25/17 5/25/17 5/25/17 5/24/17 6/8/17 5/25/17 6/1/17 6/1/17 5/30/17 5/25/17 5/25/17
[287] 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17
[298] 5/25/17 6/28/17 5/25/17 5/25/17 5/25/17 5/25/17 5/25/17 5/22/17 5/19/17 5/18/17 5/22/17
[309] 5/22/17 5/22/17 5/22/17 5/22/17 5/22/17 5/18/17 5/19/17 5/19/17 5/19/17 5/19/17 5/19/17
[320] 5/19/17 5/19/17 5/22/17 5/22/17 5/25/17 5/25/17 5/17/17 5/17/17 5/17/17 5/18/17 5/17/17
[331] 5/18/17 5/18/17 5/30/17 5/17/17 5/17/17 5/18/17 5/18/17 5/26/17 5/17/17 5/17/17 5/17/17
[342] 5/17/17 6/12/17 5/15/17 5/15/17 5/15/17 5/15/17 5/15/17 5/15/17 5/12/17 5/16/17 5/16/17
[353] 5/12/17 5/12/17 5/12/17 5/12/17 5/12/17 5/12/17 5/12/17 5/12/17 5/12/17 5/12/17 5/15/17
[364] 5/15/17 5/12/17 5/15/17 5/12/17 5/12/17 6/12/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[375] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/11/17 5/11/17 5/30/17 5/10/17 5/12/17 5/10/17
[386] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[397] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[408] 5/10/17 5/10/17 5/10/17 5/8/17 5/4/17 5/4/17 5/4/17 5/4/17 5/4/17 5/4/17 5/4/17
[419] 5/4/17 5/5/17 5/5/17 5/4/17 5/4/17 5/4/17 5/4/17 5/12/17 5/10/17 5/10/17 5/10/17
[430] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/5/17
[441] 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17
[452] 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17
[463] 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17
[474] 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17
[485] 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17 5/5/17
[496] 5/5/17 5/5/17 5/4/17 5/4/17 5/4/17 5/4/17 5/4/17 5/4/17 5/4/17 6/16/17 5/25/17
[507] 5/4/17 5/5/17 5/5/17 5/4/17 5/2/17 5/2/17 5/3/17 5/3/17 5/3/17 5/4/17 5/4/17
[518] 5/5/17 5/5/17 5/5/17 5/5/17 6/12/17 4/28/17 5/1/17 5/1/17 5/1/17 4/28/17 4/27/17
[529] 5/3/17 5/2/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17
[540] 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17
[551] 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/3/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[562] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[573] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[584] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[595] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[606] 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17 5/10/17
[617] 5/10/17 4/28/17 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17 5/1/17 5/16/17 5/12/17
[628] 5/30/17 5/18/17 5/2/17 5/10/17 5/10/17 5/10/17 4/26/17 4/26/17 4/25/17 4/25/17 4/25/17
[639] 5/3/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17
[650] 4/28/17 4/28/17 4/25/17 4/25/17 6/16/17 6/16/17 6/16/17 6/16/17 6/16/17 5/10/17 4/25/17
[661] 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17
[672] 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 5/19/17 4/25/17 4/25/17 4/25/17 4/21/17 4/28/17
[683] 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/21/17 6/16/17 4/25/17 5/5/17 4/19/17
[694] 6/8/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17
[705] 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 4/19/17 5/4/17 4/19/17 4/19/17 4/19/17 4/19/17
[716] 4/19/17 4/19/17 4/19/17 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17
[727] 4/26/17 4/26/17 4/26/17 4/26/17 4/26/17 5/23/17 5/23/17 4/19/17 4/17/17 4/17/17 4/17/17
[738] 4/18/17 4/18/17 4/18/17 4/25/17 4/26/17 4/18/17 4/18/17 4/17/17 4/13/17 5/2/17 4/22/17
[749] 4/24/17 5/4/17 4/26/17 4/26/17 4/26/17 4/13/17 4/13/17 4/13/17 4/13/17 4/13/17 5/22/17
[760] 5/22/17 5/22/17 5/22/17 5/22/17 4/13/17 4/13/17 4/17/17 4/17/17 4/13/17 6/2/17 4/17/17
[771] 4/11/17 4/13/17 4/13/17 4/11/17 4/13/17 4/13/17 4/13/17 4/13/17 4/13/17 4/13/17 4/25/17
[782] 4/25/17 4/25/17 4/25/17 4/25/17 4/25/17 4/10/17 4/7/17 4/26/17 4/26/17 4/26/17 4/7/17
[793] 4/12/17 4/10/17 4/17/17 4/10/17 4/6/17 4/6/17 4/7/17 4/6/17 4/10/17 4/10/17 4/10/17
[804] 4/18/17 4/5/17 4/10/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17
[815] 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17 4/7/17
[826] 4/7/17 4/7/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17
[837] 4/4/17 4/4/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17
[848] 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/28/17 4/4/17
[859] 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17
[870] 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/4/17 4/3/17 6/20/17
[881] 4/3/17 4/7/17 4/4/17 4/4/17 4/4/17 4/4/17 4/17/17 5/10/17 5/10/17 4/3/17 4/3/17
[892] 4/3/17 4/3/17 4/3/17 4/3/17 4/3/17 4/3/17 4/3/17 4/4/17 3/30/17 3/30/17 3/30/17
[903] 3/30/17 4/4/17 4/4/17 4/4/17 4/25/17 3/30/17 3/31/17 6/16/17 6/16/17 6/16/17 6/16/17
[914] 3/29/17 3/29/17 3/29/17 3/29/17 3/29/17 3/29/17 3/29/17 3/29/17 3/28/17 3/29/17 3/28/17
[925] 3/28/17 3/28/17 3/28/17 3/29/17 3/28/17 3/28/17 3/28/17 3/28/17 3/28/17 6/6/17 3/28/17
[936] 3/28/17 3/28/17 3/29/17 3/29/17 3/29/17 3/29/17 3/29/17 4/4/17 4/4/17 4/4/17 4/4/17
[947] 4/4/17 6/1/17 6/1/17 6/1/17 6/1/17 6/1/17 3/31/17 3/31/17 3/31/17 3/31/17 3/27/17
[958] 3/27/17 3/24/17 3/24/17 3/24/17 3/24/17 3/24/17 3/24/17 4/4/17 3/27/17 4/7/17 4/7/17
[969] 4/7/17 4/4/17 4/3/17 4/3/17 4/3/17 4/3/17 3/27/17 3/29/17 3/27/17 5/3/17 5/3/17
[980] 4/3/17 4/3/17 4/3/17 4/3/17 4/3/17 4/3/17 4/4/17 3/29/17 3/23/17 3/31/17 5/2/17
[991] 4/3/17 4/3/17 4/3/17 4/24/17 4/24/17 3/23/17 3/23/17 3/23/17 3/23/17 3/23/17
[ reached getOption("max.print") -- omitted 31452 entries ]
1804 Levels: 1/10/11 1/10/12 1/10/13 1/10/14 1/11/10 1/11/11 1/11/12 1/11/13 1/11/16 1/11/17 1/12/11 ... 9/9/16total amount
total_amount = mydata$TOTAL.AMOUNT
total_amount [1] 302.51 7088.00 100000.00 172500.00 590812.00 4200000.00 4200000.00 4200000.00 1818505.00
[10] 6332.25 6332.25 6332.25 6332.25 15660.00 238895.00 2777705.75 2500000.00 41137.50
[19] 593337.50 11834.00 2310.00 6450.00 91124.00 91124.00 91124.00 16931.95 16931.95
[28] 16931.95 16931.95 29918.00 29918.00 29918.00 13582.00 25798.00 25798.00 25798.00
[37] 90000.00 90000.00 21694.38 21694.38 21694.38 21694.38 21694.38 70352.07 70352.07
[46] 70352.07 70352.07 9600.00 9800.00 9600.00 9800.00 10582.00 9867.00 4500.00
[55] 4500.00 11662.00 11662.00 11662.00 11662.00 11662.00 11662.00 6098.46 6098.46
[64] 6098.46 6098.46 1970.72 1970.72 1970.72 1970.72 1970.72 1970.72 1970.72
[73] 1970.72 1970.72 1970.72 1970.72 1970.72 2538.85 2538.85 2538.85 2538.85
[82] 2538.85 2538.85 2538.85 2538.85 2538.85 2420.35 2420.35 2420.35 2420.35
[91] 2420.35 2420.35 2420.35 2420.35 28284.50 40417.00 9950.00 6000.00 5000.00
[100] 2000.00 110257.89 818.37 818.37 818.37 818.37 818.37 33976.00 50000.00
[109] 1583625.05 138283.15 14850.00 14850.00 12539.87 5000.00 5000.00 30664.80 30664.80
[118] 30664.80 30664.80 30664.80 30664.80 30664.80 30664.80 16000.00 4734.00 4734.00
[127] 22925.00 212375.00 18528.00 34453.00 34453.00 34453.00 17500.00 19579.40 19579.40
[136] 19579.40 19579.40 19579.40 5493.60 22688.40 79999.92 1121.40 2300.00 1121.40
[145] 1121.40 13588.00 143960.00 143960.00 14760.00 16000.00 17500.00 9900.00 9900.00
[154] 30139.00 30139.00 30139.00 30139.00 30139.00 30139.00 30139.00 30139.00 30139.00
[163] 30139.00 497.00 497.00 497.00 59999.71 49127.00 49127.00 15850.00 15850.00
[172] 15850.00 8847.83 8847.83 8847.83 8847.83 8847.83 36432.00 16000.00 284127.64
[181] 15000.00 199050.00 11520.00 22000.00 23992.00 23992.00 23992.00 7478.00 7478.00
[190] 90000.00 11500.00 407000.00 1600.00 7194.00 11925.00 24300.00 23700.00 15950.00
[199] 13750.00 59141.00 59141.00 59141.00 59141.00 59141.00 59141.00 59141.00 59141.00
[208] 59141.00 9996.00 17360.00 1326.25 1326.25 16900.00 8264.60 8264.60 8264.60
[217] 8264.60 9989000.00 9989000.00 56088.00 56088.00 56088.00 56088.00 8479.52 8479.52
[226] 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52
[235] 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52 8479.52 14970.00
[244] 8848.91 8848.91 8848.91 8848.91 8848.91 8848.91 8848.91 42403.51 25798.00
[253] 25798.00 25798.00 27334.87 1320.50 1320.50 1320.50 1320.50 1320.50 1320.50
[262] 75000.00 8000.00 684900.00 11318.00 11318.00 11318.00 5990.00 5990.00 75000.00
[271] 14910.00 99250.00 99250.00 99250.00 99250.00 99250.00 16797.09 16797.09 1920.00
[280] 3200.00 13265.00 7451.10 7451.10 15750.00 129.00 11694.46 11694.46 11694.46
[289] 11694.46 11694.46 11694.46 11694.46 11694.46 11694.46 11694.46 11694.46 11694.46
[298] 22000.00 40000.00 17475.00 13600.00 16103.20 16103.20 16103.20 16890.00 3400.00
[307] 166660.00 12340.22 12340.22 12340.22 12340.22 12340.22 12340.22 27850.00 25884.00
[316] 15697.00 15697.00 15697.00 15697.00 1681.02 1681.02 24106.00 424615.00 29302.00
[325] 29302.00 8200.00 8200.00 5000.00 5000.00 5000.00 5000.00 8500.00 1575.00
[334] 24817.00 192412.00 6133.36 6133.36 130995.17 1927.99 1927.99 1927.99 1927.99
[343] 30060.00 5020.53 5020.53 5020.53 5020.53 728.37 728.37 982.88 11412.19
[352] 11412.19 26201.50 26201.50 26201.50 26201.50 26201.50 26201.50 26201.50 26201.50
[361] 26201.50 26201.50 7650.00 7650.00 7717.00 26998.00 17455.50 10000.00 150300.00
[370] 299332.00 81487.00 73659.00 73659.00 73659.00 73659.00 281208.00 15000.00 4644974.00
[379] 4644974.00 6565.00 6565.00 34000.00 334202.00 17463.96 49126.00 13006.00 13006.00
[388] 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00
[397] 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00 13006.00
[406] 13006.00 13006.00 13006.00 59178.00 59178.00 18000.00 15000.00 6390.00 6390.00
[415] 6390.00 6390.00 6390.00 6390.00 700000.00 6474.00 6474.00 750000.00 750000.00
[424] 750000.00 206024.00 23884.00 3395.00 3395.00 3395.00 3395.00 3395.00 3395.00
[433] 3395.00 3395.00 3395.00 3395.00 3395.00 3395.00 3395.00 16758.31 16758.31
[442] 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31
[451] 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31
[460] 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31
[469] 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31
[478] 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31
[487] 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31 16758.31
[496] 16758.31 16758.31 33626.00 33626.00 33626.00 33626.00 33626.00 33626.00 33626.00
[505] 6000.00 23884.00 6841.78 3584.10 3584.10 4326.88 1987.94 1987.94 14161.00
[514] 49570.00 13716.84 17120.00 40000.00 9778.58 9778.58 9778.58 9778.58 9705.28
[523] 24635.00 50526.56 50526.56 50526.56 35700.00 10000.00 46400.00 1800.00 22884.00
[532] 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00
[541] 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00
[550] 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 22884.00 76416.45 76416.45
[559] 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45
[568] 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45
[577] 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45
[586] 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45
[595] 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45
[604] 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45 76416.45
[613] 76416.45 76416.45 76416.45 76416.45 76416.45 192534.00 50000.00 50000.00 50000.00
[622] 50000.00 56000.00 17650.00 17400.00 12000.00 12786.00 25342.45 17300.00 4400.00
[631] 100230.00 100230.00 100230.00 2133.18 2133.18 149247.00 149247.00 10367.42 13324.35
[640] 2000000.00 2000000.00 2000000.00 2000000.00 2000000.00 2000000.00 2000000.00 2000000.00 2000000.00
[649] 2000000.00 2000000.00 2000000.00 2056965.00 2056965.00 13000.00 13000.00 13000.00 13000.00
[658] 13000.00 7120.00 72680.00 72680.00 15142.00 15142.00 15142.00 15142.00 15142.00
[667] 15142.00 15142.00 15142.00 15142.00 15142.00 15142.00 15142.00 81510.00 81510.00
[676] 10000.00 10318.00 5330.00 5330.00 5330.00 6000.00 83171.05 83171.05 83171.05
[685] 83171.05 83171.05 83171.05 83171.05 5000.00 5000.00 288.98 31690.56 22781.00
[694] 5419.00 213063.00 213063.00 6428.60 6428.60 6428.60 6428.60 6428.60 6428.60
[703] 6428.60 6428.60 1495.00 1495.00 1495.00 13138.00 13138.00 1058.49 4295.00
[712] 6146.57 6146.57 6146.57 6146.57 6146.57 6146.57 6146.57 64665.83 64665.83
[721] 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83
[730] 64665.83 64665.83 4069.80 4069.80 12000.00 10287.00 10287.00 10287.00 10282.00
[739] 15600.00 22800.00 1100000.00 115499.98 16227.00 62500.00 7139.00 10787.00 20830.00
[748] 16200.00 14800.00 300.00 6022.33 6022.33 6022.33 62563.56 62563.56 62563.56
[757] 62563.56 39817.89 18495.60 18495.60 18495.60 18495.60 18495.60 1871.37 1871.37
[766] 300000.00 300000.00 4170.00 2880.00 16800.00 300.00 10862.50 10862.50 300.00
[775] 3725.00 33528.00 33528.00 33528.00 33528.00 33528.00 7830.00 7830.00 7830.00
[784] 7830.00 7830.00 7830.00 84167.07 50000.00 38285.86 38285.86 38285.86 65250.00
[793] 5579.80 21792.00 19200.00 12000.00 15000.00 10000.00 30816.00 21336.00 25000.00
[802] 25000.00 25000.00 24100.00 2400.00 17500.00 22665.00 22665.00 22665.00 22665.00
[811] 22665.00 22665.00 22665.00 22665.00 22665.00 22665.00 22665.00 22665.00 22665.00
[820] 22665.00 22665.00 22665.00 22665.00 22665.00 7840.00 21059.00 21059.00 6024.00
[829] 6024.00 6024.00 2023.69 2023.69 2023.69 2023.69 150000.00 150000.00 150000.00
[838] 150000.00 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41
[847] 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41
[856] 152046.41 152046.41 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62
[865] 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62
[874] 8192.62 15800.00 17000.00 90000.00 10500.00 5000.00 5000.00 39000.00 17745.00
[883] 4300.00 4300.00 4300.00 4300.00 23884.00 3724.19 3724.19 25186.00 25186.00
[892] 25186.00 25186.00 25186.00 29782.00 29782.00 29782.00 29782.00 2400.00 10096.12
[901] 10096.12 12980.77 12500.00 7400.00 32400.00 5490.00 12000.00 12000.00 75000.00
[910] 14611.95 14611.95 14611.95 14611.95 16400.00 56293.00 56293.00 56293.00 56293.00
[919] 96000.00 48000.00 393750.00 150000.00 5000.00 114500.00 149040.00 149040.00 149040.00
[928] 30000.00 800000.00 800000.00 59900.00 69999.96 48000.00 40000.00 110000.00 110000.00
[937] 80000.00 48000.00 57399.96 57399.96 20200.00 38500.00 2656.00 2656.00 2656.00
[946] 2656.00 2656.00 396.83 396.83 396.83 396.83 396.83 9581.60 9581.60
[955] 9581.60 9581.60 2297.00 2297.00 25626.55 25626.55 25626.55 25626.55 25626.55
[964] 25626.55 5220.00 1232.40 32042.94 32042.94 32042.94 19944.00 7491.96 7491.96
[973] 7491.96 7491.96 24000.00 17500.00 16964.00 3059.70 3059.70 4019.65 4019.65
[982] 4019.65 4019.65 4019.65 4019.65 30000.00 125000.00 15136.50 1495.20 2300.00
[991] 32157.68 32157.68 32157.68 6939.27 6939.27 17500.00 60000.00 24170.89 24170.89
[1000] 76396.80
[ reached getOption("max.print") -- omitted 31452 entries ]department number
dept_number = mydata$DEPARTMENT.NUMBER
dept_number [1] 70 70 72 61 72 75 75 75 75 50 50 50 50 5 79 72 70 12 75 70 12 54 79 79 79 50 50 50 50 70 70 70 70 79 79
[36] 79 61 61 52 52 52 52 52 21 21 21 21 50 50 50 50 71 71 50 50 50 50 50 50 50 50 50 50 50 50 46 46 46 46 46
[71] 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 46 72 9 50 60 60 60 75 70 70 70 70
[106] 70 50 77 75 72 60 60 77 50 50 50 50 50 50 50 50 50 50 50 50 50 50 50 44 44 44 44 71 41 41 41 41 41 2 41
[141] 77 77 41 77 77 70 79 79 40 50 9 60 60 50 50 50 50 50 50 50 50 50 50 12 12 12 70 70 70 41 41 41 77 77 77
[176] 77 77 25 50 12 51 12 12 78 79 79 79 70 70 61 40 75 78 70 61 61 61 52 52 70 70 70 70 70 70 70 70 70 11 60
[211] 76 76 60 12 12 12 12 75 75 20 20 20 20 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 5 76 76
[246] 76 76 76 76 76 12 79 79 79 12 40 40 40 40 40 40 40 40 75 30 30 30 52 52 75 70 50 50 50 50 50 70 70 2 12
[281] 52 79 79 2 77 77 77 77 77 77 77 77 77 77 77 77 77 78 70 20 20 41 41 41 50 50 40 1 1 1 1 1 1 40 12
[316] 71 71 71 71 70 70 60 60 70 70 12 12 50 50 50 50 50 15 60 60 52 52 44 8 8 8 8 70 60 60 60 60 60 60 20
[351] 44 44 50 50 50 50 50 50 50 50 50 50 50 50 70 50 77 75 70 60 60 60 60 60 60 60 44 9 9 52 52 55 60 78 60
[386] 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 76 50 50 50 9 52 52 52 52 52 52 61 54
[421] 54 61 61 61 61 71 50 50 50 50 50 50 50 50 50 50 50 50 50 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60
[456] 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60 60
[491] 60 60 60 60 60 60 60 50 50 50 50 50 50 50 71 79 78 60 60 60 44 44 44 52 44 44 9 44 44 44 44 9 50 50 50
[526] 50 50 50 75 72 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 55 55 55 55
[561] 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55
[596] 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 79 41 41 41 41 61 41 75 44 70 12 40 75
[631] 12 12 12 70 70 70 70 9 9 61 61 61 61 61 61 61 61 61 61 61 61 41 41 60 60 60 60 60 52 41 41 9 9 9 9
[666] 9 9 9 9 9 9 9 9 41 41 9 5 60 60 60 50 12 12 12 12 12 12 12 50 50 60 44 61 52 61 61 46 46 46 46
[701] 46 46 46 46 50 50 50 12 12 80 41 60 60 60 60 60 60 60 44 44 44 44 44 44 44 44 44 44 44 44 44 60 60 46 70
[736] 70 70 70 75 75 70 53 75 71 50 50 78 70 70 60 44 44 44 70 70 70 70 79 44 44 44 44 44 60 60 61 61 11 12 40
[771] 60 44 44 60 61 70 70 70 70 70 50 50 50 50 50 50 52 12 12 12 12 40 78 70 75 75 60 5 50 9 12 46 12 76 53
[806] 70 79 79 79 79 79 79 79 79 79 79 79 79 79 79 79 79 79 79 70 71 71 50 50 50 1 1 1 1 61 61 61 61 44 44
[841] 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 70 70 70 70 70 70 70 70 70 70 70 70 70 70 70 70 70 9
[876] 9 9 9 40 40 40 12 70 70 70 70 12 52 52 79 79 79 79 79 79 79 79 79 71 60 60 60 78 70 70 60 56 41 53 60
[911] 60 60 60 60 61 61 61 61 61 61 72 61 78 61 61 61 61 12 61 61 61 76 61 61 61 61 61 61 73 73 61 61 20 20 20
[946] 20 20 2 2 2 2 2 79 79 79 79 73 73 60 60 60 60 60 60 79 20 50 50 50 80 60 60 60 60 12 12 53 80 80 73
[981] 73 73 73 73 73 53 70 78 73 60 75 75 75 70 70 51 46 52 52 78
[ reached getOption("max.print") -- omitted 31452 entries ]department name
dept_name = mydata$DEPARTMENT.NAME
dept_name [1] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[3] ROAD REHABILITATION PROGRAM COMMUNITY DEVELOPMENT PROGRAMS
[5] ROAD REHABILITATION PROGRAM CONSTRUCTION PROJECTS
[7] CONSTRUCTION PROJECTS CONSTRUCTION PROJECTS
[9] CONSTRUCTION PROJECTS POLICE DEPARTMENT
[11] POLICE DEPARTMENT POLICE DEPARTMENT
[13] POLICE DEPARTMENT PARISH ATTORNEY
[15] DEPT OF FLEET MANAGEMENT ROAD REHABILITATION PROGRAM
[17] DEPARTMENT OF PUBLIC WORKS LIBRARY BOARD OF CONTROL
[19] CONSTRUCTION PROJECTS DEPARTMENT OF PUBLIC WORKS
[21] LIBRARY BOARD OF CONTROL OFC. OF HOMELAND SECURITY & EMERGENCY PREPA
[23] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[25] DEPT OF FLEET MANAGEMENT POLICE DEPARTMENT
[27] POLICE DEPARTMENT POLICE DEPARTMENT
[29] POLICE DEPARTMENT DEPARTMENT OF PUBLIC WORKS
[31] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[33] DEPARTMENT OF PUBLIC WORKS DEPT OF FLEET MANAGEMENT
[35] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[37] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[39] EMERGENCY MEDICAL SERVICES EMERGENCY MEDICAL SERVICES
[41] EMERGENCY MEDICAL SERVICES EMERGENCY MEDICAL SERVICES
[43] EMERGENCY MEDICAL SERVICES CITY CONSTABLE
[45] CITY CONSTABLE CITY CONSTABLE
[47] CITY CONSTABLE POLICE DEPARTMENT
[49] POLICE DEPARTMENT POLICE DEPARTMENT
[51] POLICE DEPARTMENT DEPT OF TRANSPORTATION AND DRAINAGE
[53] DEPT OF TRANSPORTATION AND DRAINAGE POLICE DEPARTMENT
[55] POLICE DEPARTMENT POLICE DEPARTMENT
[57] POLICE DEPARTMENT POLICE DEPARTMENT
[59] POLICE DEPARTMENT POLICE DEPARTMENT
[61] POLICE DEPARTMENT POLICE DEPARTMENT
[63] POLICE DEPARTMENT POLICE DEPARTMENT
[65] POLICE DEPARTMENT HUMAN RESOURCES
[67] HUMAN RESOURCES HUMAN RESOURCES
[69] HUMAN RESOURCES HUMAN RESOURCES
[71] HUMAN RESOURCES HUMAN RESOURCES
[73] HUMAN RESOURCES HUMAN RESOURCES
[75] HUMAN RESOURCES HUMAN RESOURCES
[77] HUMAN RESOURCES HUMAN RESOURCES
[79] HUMAN RESOURCES HUMAN RESOURCES
[81] HUMAN RESOURCES HUMAN RESOURCES
[83] HUMAN RESOURCES HUMAN RESOURCES
[85] HUMAN RESOURCES HUMAN RESOURCES
[87] HUMAN RESOURCES HUMAN RESOURCES
[89] HUMAN RESOURCES HUMAN RESOURCES
[91] HUMAN RESOURCES HUMAN RESOURCES
[93] HUMAN RESOURCES HUMAN RESOURCES
[95] ROAD REHABILITATION PROGRAM GREATER BATON ROUGE AIRPORT DISTRICT
[97] POLICE DEPARTMENT HUMAN DEVELOPMENT AND SERVICES
[99] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[101] CONSTRUCTION PROJECTS DEPARTMENT OF PUBLIC WORKS
[103] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[105] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[107] POLICE DEPARTMENT DEPT OF MAINTENANCE
[109] CONSTRUCTION PROJECTS ROAD REHABILITATION PROGRAM
[111] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[113] DEPT OF MAINTENANCE POLICE DEPARTMENT
[115] POLICE DEPARTMENT POLICE DEPARTMENT
[117] POLICE DEPARTMENT POLICE DEPARTMENT
[119] POLICE DEPARTMENT POLICE DEPARTMENT
[121] POLICE DEPARTMENT POLICE DEPARTMENT
[123] POLICE DEPARTMENT POLICE DEPARTMENT
[125] POLICE DEPARTMENT POLICE DEPARTMENT
[127] POLICE DEPARTMENT POLICE DEPARTMENT
[129] INFORMATION SERVICES INFORMATION SERVICES
[131] INFORMATION SERVICES INFORMATION SERVICES
[133] DEPT OF TRANSPORTATION AND DRAINAGE FINANCE DEPARTMENT
[135] FINANCE DEPARTMENT FINANCE DEPARTMENT
[137] FINANCE DEPARTMENT FINANCE DEPARTMENT
[139] COUNCIL ADMINISTRATOR FINANCE DEPARTMENT
[141] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[143] FINANCE DEPARTMENT DEPT OF MAINTENANCE
[145] DEPT OF MAINTENANCE DEPARTMENT OF PUBLIC WORKS
[147] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[149] OFFICE OF THE MAYOR-PRESIDENT POLICE DEPARTMENT
[151] GREATER BATON ROUGE AIRPORT DISTRICT HUMAN DEVELOPMENT AND SERVICES
[153] HUMAN DEVELOPMENT AND SERVICES POLICE DEPARTMENT
[155] POLICE DEPARTMENT POLICE DEPARTMENT
[157] POLICE DEPARTMENT POLICE DEPARTMENT
[159] POLICE DEPARTMENT POLICE DEPARTMENT
[161] POLICE DEPARTMENT POLICE DEPARTMENT
[163] POLICE DEPARTMENT LIBRARY BOARD OF CONTROL
[165] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[167] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[169] DEPARTMENT OF PUBLIC WORKS FINANCE DEPARTMENT
[171] FINANCE DEPARTMENT FINANCE DEPARTMENT
[173] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[175] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[177] DEPT OF MAINTENANCE DISTRICT COURT
[179] POLICE DEPARTMENT LIBRARY BOARD OF CONTROL
[181] FIRE DEPARTMENT LIBRARY BOARD OF CONTROL
[183] LIBRARY BOARD OF CONTROL DEPT OF BUILDINGS AND GROUNDS
[185] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[187] DEPT OF FLEET MANAGEMENT DEPARTMENT OF PUBLIC WORKS
[189] DEPARTMENT OF PUBLIC WORKS COMMUNITY DEVELOPMENT PROGRAMS
[191] OFFICE OF THE MAYOR-PRESIDENT CONSTRUCTION PROJECTS
[193] DEPT OF BUILDINGS AND GROUNDS DEPARTMENT OF PUBLIC WORKS
[195] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[197] COMMUNITY DEVELOPMENT PROGRAMS EMERGENCY MEDICAL SERVICES
[199] EMERGENCY MEDICAL SERVICES DEPARTMENT OF PUBLIC WORKS
[201] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[203] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[205] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[207] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[209] MOSQUITO & RODENT CONTROL HUMAN DEVELOPMENT AND SERVICES
[211] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[213] HUMAN DEVELOPMENT AND SERVICES LIBRARY BOARD OF CONTROL
[215] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[217] LIBRARY BOARD OF CONTROL CONSTRUCTION PROJECTS
[219] CONSTRUCTION PROJECTS CITY COURT
[221] CITY COURT CITY COURT
[223] CITY COURT DEPT OF MAINTENANCE
[225] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[227] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[229] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[231] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[233] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[235] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[237] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[239] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[241] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[243] PARISH ATTORNEY DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[245] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[247] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[249] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[251] LIBRARY BOARD OF CONTROL DEPT OF FLEET MANAGEMENT
[253] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[255] LIBRARY BOARD OF CONTROL OFFICE OF THE MAYOR-PRESIDENT
[257] OFFICE OF THE MAYOR-PRESIDENT OFFICE OF THE MAYOR-PRESIDENT
[259] OFFICE OF THE MAYOR-PRESIDENT OFFICE OF THE MAYOR-PRESIDENT
[261] OFFICE OF THE MAYOR-PRESIDENT OFFICE OF THE MAYOR-PRESIDENT
[263] OFFICE OF THE MAYOR-PRESIDENT CONSTRUCTION PROJECTS
[265] SHERIFF'S OFFICE SHERIFF'S OFFICE
[267] SHERIFF'S OFFICE EMERGENCY MEDICAL SERVICES
[269] EMERGENCY MEDICAL SERVICES CONSTRUCTION PROJECTS
[271] DEPARTMENT OF PUBLIC WORKS POLICE DEPARTMENT
[273] POLICE DEPARTMENT POLICE DEPARTMENT
[275] POLICE DEPARTMENT POLICE DEPARTMENT
[277] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[279] COUNCIL ADMINISTRATOR LIBRARY BOARD OF CONTROL
[281] EMERGENCY MEDICAL SERVICES DEPT OF FLEET MANAGEMENT
[283] DEPT OF FLEET MANAGEMENT COUNCIL ADMINISTRATOR
[285] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[287] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[289] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[291] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[293] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[295] DEPT OF MAINTENANCE DEPT OF MAINTENANCE
[297] DEPT OF MAINTENANCE DEPT OF BUILDINGS AND GROUNDS
[299] DEPARTMENT OF PUBLIC WORKS CITY COURT
[301] CITY COURT FINANCE DEPARTMENT
[303] FINANCE DEPARTMENT FINANCE DEPARTMENT
[305] POLICE DEPARTMENT POLICE DEPARTMENT
[307] OFFICE OF THE MAYOR-PRESIDENT METROPOLITAN COUNCIL
[309] METROPOLITAN COUNCIL METROPOLITAN COUNCIL
[311] METROPOLITAN COUNCIL METROPOLITAN COUNCIL
[313] METROPOLITAN COUNCIL OFFICE OF THE MAYOR-PRESIDENT
[315] LIBRARY BOARD OF CONTROL DEPT OF TRANSPORTATION AND DRAINAGE
[317] DEPT OF TRANSPORTATION AND DRAINAGE DEPT OF TRANSPORTATION AND DRAINAGE
[319] DEPT OF TRANSPORTATION AND DRAINAGE DEPARTMENT OF PUBLIC WORKS
[321] DEPARTMENT OF PUBLIC WORKS HUMAN DEVELOPMENT AND SERVICES
[323] HUMAN DEVELOPMENT AND SERVICES DEPARTMENT OF PUBLIC WORKS
[325] DEPARTMENT OF PUBLIC WORKS LIBRARY BOARD OF CONTROL
[327] LIBRARY BOARD OF CONTROL POLICE DEPARTMENT
[329] POLICE DEPARTMENT POLICE DEPARTMENT
[331] POLICE DEPARTMENT POLICE DEPARTMENT
[333] DOWNTOWN DEVELOPMENT DISTRICT HUMAN DEVELOPMENT AND SERVICES
[335] HUMAN DEVELOPMENT AND SERVICES EMERGENCY MEDICAL SERVICES
[337] EMERGENCY MEDICAL SERVICES INFORMATION SERVICES
[339] ANIMAL CONTROL CENTER ANIMAL CONTROL CENTER
[341] ANIMAL CONTROL CENTER ANIMAL CONTROL CENTER
[343] DEPARTMENT OF PUBLIC WORKS HUMAN DEVELOPMENT AND SERVICES
[345] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[347] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[349] HUMAN DEVELOPMENT AND SERVICES CITY COURT
[351] INFORMATION SERVICES INFORMATION SERVICES
[353] POLICE DEPARTMENT POLICE DEPARTMENT
[355] POLICE DEPARTMENT POLICE DEPARTMENT
[357] POLICE DEPARTMENT POLICE DEPARTMENT
[359] POLICE DEPARTMENT POLICE DEPARTMENT
[361] POLICE DEPARTMENT POLICE DEPARTMENT
[363] POLICE DEPARTMENT POLICE DEPARTMENT
[365] DEPARTMENT OF PUBLIC WORKS POLICE DEPARTMENT
[367] DEPT OF MAINTENANCE CONSTRUCTION PROJECTS
[369] DEPARTMENT OF PUBLIC WORKS HUMAN DEVELOPMENT AND SERVICES
[371] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[373] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[375] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[377] INFORMATION SERVICES GREATER BATON ROUGE AIRPORT DISTRICT
[379] GREATER BATON ROUGE AIRPORT DISTRICT EMERGENCY MEDICAL SERVICES
[381] EMERGENCY MEDICAL SERVICES BATON ROUGE RIVER CENTER
[383] HUMAN DEVELOPMENT AND SERVICES DEPT OF BUILDINGS AND GROUNDS
[385] HUMAN DEVELOPMENT AND SERVICES DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[387] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[389] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[391] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[393] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[395] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[397] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[399] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[401] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[403] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[405] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[407] DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[409] POLICE DEPARTMENT POLICE DEPARTMENT
[411] POLICE DEPARTMENT GREATER BATON ROUGE AIRPORT DISTRICT
[413] EMERGENCY MEDICAL SERVICES EMERGENCY MEDICAL SERVICES
[415] EMERGENCY MEDICAL SERVICES EMERGENCY MEDICAL SERVICES
[417] EMERGENCY MEDICAL SERVICES EMERGENCY MEDICAL SERVICES
[419] COMMUNITY DEVELOPMENT PROGRAMS OFC. OF HOMELAND SECURITY & EMERGENCY PREPA
[421] OFC. OF HOMELAND SECURITY & EMERGENCY PREPA COMMUNITY DEVELOPMENT PROGRAMS
[423] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[425] COMMUNITY DEVELOPMENT PROGRAMS DEPT OF TRANSPORTATION AND DRAINAGE
[427] POLICE DEPARTMENT POLICE DEPARTMENT
[429] POLICE DEPARTMENT POLICE DEPARTMENT
[431] POLICE DEPARTMENT POLICE DEPARTMENT
[433] POLICE DEPARTMENT POLICE DEPARTMENT
[435] POLICE DEPARTMENT POLICE DEPARTMENT
[437] POLICE DEPARTMENT POLICE DEPARTMENT
[439] POLICE DEPARTMENT HUMAN DEVELOPMENT AND SERVICES
[441] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[443] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[445] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[447] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[449] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[451] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[453] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[455] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[457] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[459] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[461] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[463] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[465] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[467] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[469] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[471] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[473] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[475] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[477] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[479] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[481] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[483] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[485] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[487] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[489] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[491] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[493] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[495] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[497] HUMAN DEVELOPMENT AND SERVICES POLICE DEPARTMENT
[499] POLICE DEPARTMENT POLICE DEPARTMENT
[501] POLICE DEPARTMENT POLICE DEPARTMENT
[503] POLICE DEPARTMENT POLICE DEPARTMENT
[505] DEPT OF TRANSPORTATION AND DRAINAGE DEPT OF FLEET MANAGEMENT
[507] DEPT OF BUILDINGS AND GROUNDS HUMAN DEVELOPMENT AND SERVICES
[509] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[511] INFORMATION SERVICES INFORMATION SERVICES
[513] INFORMATION SERVICES EMERGENCY MEDICAL SERVICES
[515] INFORMATION SERVICES INFORMATION SERVICES
[517] GREATER BATON ROUGE AIRPORT DISTRICT INFORMATION SERVICES
[519] INFORMATION SERVICES INFORMATION SERVICES
[521] INFORMATION SERVICES GREATER BATON ROUGE AIRPORT DISTRICT
[523] POLICE DEPARTMENT POLICE DEPARTMENT
[525] POLICE DEPARTMENT POLICE DEPARTMENT
[527] POLICE DEPARTMENT POLICE DEPARTMENT
[529] CONSTRUCTION PROJECTS ROAD REHABILITATION PROGRAM
[531] FIRE DEPARTMENT FIRE DEPARTMENT
[533] FIRE DEPARTMENT FIRE DEPARTMENT
[535] FIRE DEPARTMENT FIRE DEPARTMENT
[537] FIRE DEPARTMENT FIRE DEPARTMENT
[539] FIRE DEPARTMENT FIRE DEPARTMENT
[541] FIRE DEPARTMENT FIRE DEPARTMENT
[543] FIRE DEPARTMENT FIRE DEPARTMENT
[545] FIRE DEPARTMENT FIRE DEPARTMENT
[547] FIRE DEPARTMENT FIRE DEPARTMENT
[549] FIRE DEPARTMENT FIRE DEPARTMENT
[551] FIRE DEPARTMENT FIRE DEPARTMENT
[553] FIRE DEPARTMENT FIRE DEPARTMENT
[555] FIRE DEPARTMENT FIRE DEPARTMENT
[557] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[559] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[561] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[563] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[565] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[567] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[569] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[571] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[573] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[575] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[577] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[579] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[581] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[583] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[585] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[587] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[589] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[591] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[593] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[595] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[597] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[599] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[601] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[603] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[605] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[607] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[609] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[611] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[613] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[615] BATON ROUGE RIVER CENTER BATON ROUGE RIVER CENTER
[617] BATON ROUGE RIVER CENTER DEPT OF FLEET MANAGEMENT
[619] FINANCE DEPARTMENT FINANCE DEPARTMENT
[621] FINANCE DEPARTMENT FINANCE DEPARTMENT
[623] COMMUNITY DEVELOPMENT PROGRAMS FINANCE DEPARTMENT
[625] CONSTRUCTION PROJECTS INFORMATION SERVICES
[627] DEPARTMENT OF PUBLIC WORKS LIBRARY BOARD OF CONTROL
[629] OFFICE OF THE MAYOR-PRESIDENT CONSTRUCTION PROJECTS
[631] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[633] LIBRARY BOARD OF CONTROL DEPARTMENT OF PUBLIC WORKS
[635] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[637] DEPARTMENT OF PUBLIC WORKS GREATER BATON ROUGE AIRPORT DISTRICT
[639] GREATER BATON ROUGE AIRPORT DISTRICT COMMUNITY DEVELOPMENT PROGRAMS
[641] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[643] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[645] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[647] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[649] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[651] COMMUNITY DEVELOPMENT PROGRAMS FINANCE DEPARTMENT
[653] FINANCE DEPARTMENT HUMAN DEVELOPMENT AND SERVICES
[655] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[657] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[659] EMERGENCY MEDICAL SERVICES FINANCE DEPARTMENT
[661] FINANCE DEPARTMENT GREATER BATON ROUGE AIRPORT DISTRICT
[663] GREATER BATON ROUGE AIRPORT DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
[665] GREATER BATON ROUGE AIRPORT DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
[667] GREATER BATON ROUGE AIRPORT DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
[669] GREATER BATON ROUGE AIRPORT DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
[671] GREATER BATON ROUGE AIRPORT DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
[673] GREATER BATON ROUGE AIRPORT DISTRICT FINANCE DEPARTMENT
[675] FINANCE DEPARTMENT GREATER BATON ROUGE AIRPORT DISTRICT
[677] PARISH ATTORNEY HUMAN DEVELOPMENT AND SERVICES
[679] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[681] POLICE DEPARTMENT LIBRARY BOARD OF CONTROL
[683] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[685] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[687] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[689] POLICE DEPARTMENT POLICE DEPARTMENT
[691] HUMAN DEVELOPMENT AND SERVICES INFORMATION SERVICES
[693] COMMUNITY DEVELOPMENT PROGRAMS EMERGENCY MEDICAL SERVICES
[695] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[697] HUMAN RESOURCES HUMAN RESOURCES
[699] HUMAN RESOURCES HUMAN RESOURCES
[701] HUMAN RESOURCES HUMAN RESOURCES
[703] HUMAN RESOURCES HUMAN RESOURCES
[705] POLICE DEPARTMENT POLICE DEPARTMENT
[707] POLICE DEPARTMENT LIBRARY BOARD OF CONTROL
[709] LIBRARY BOARD OF CONTROL OUTSIDE AGENCIES
[711] FINANCE DEPARTMENT HUMAN DEVELOPMENT AND SERVICES
[713] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[715] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[717] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[719] INFORMATION SERVICES INFORMATION SERVICES
[721] INFORMATION SERVICES INFORMATION SERVICES
[723] INFORMATION SERVICES INFORMATION SERVICES
[725] INFORMATION SERVICES INFORMATION SERVICES
[727] INFORMATION SERVICES INFORMATION SERVICES
[729] INFORMATION SERVICES INFORMATION SERVICES
[731] INFORMATION SERVICES HUMAN DEVELOPMENT AND SERVICES
[733] HUMAN DEVELOPMENT AND SERVICES HUMAN RESOURCES
[735] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[737] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[739] CONSTRUCTION PROJECTS CONSTRUCTION PROJECTS
[741] DEPARTMENT OF PUBLIC WORKS JUVENILE SERVICES
[743] CONSTRUCTION PROJECTS DEPT OF TRANSPORTATION AND DRAINAGE
[745] POLICE DEPARTMENT POLICE DEPARTMENT
[747] DEPT OF BUILDINGS AND GROUNDS DEPARTMENT OF PUBLIC WORKS
[749] DEPARTMENT OF PUBLIC WORKS HUMAN DEVELOPMENT AND SERVICES
[751] INFORMATION SERVICES INFORMATION SERVICES
[753] INFORMATION SERVICES DEPARTMENT OF PUBLIC WORKS
[755] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[757] DEPARTMENT OF PUBLIC WORKS DEPT OF FLEET MANAGEMENT
[759] INFORMATION SERVICES INFORMATION SERVICES
[761] INFORMATION SERVICES INFORMATION SERVICES
[763] INFORMATION SERVICES HUMAN DEVELOPMENT AND SERVICES
[765] HUMAN DEVELOPMENT AND SERVICES COMMUNITY DEVELOPMENT PROGRAMS
[767] COMMUNITY DEVELOPMENT PROGRAMS MOSQUITO & RODENT CONTROL
[769] LIBRARY BOARD OF CONTROL OFFICE OF THE MAYOR-PRESIDENT
[771] HUMAN DEVELOPMENT AND SERVICES INFORMATION SERVICES
[773] INFORMATION SERVICES HUMAN DEVELOPMENT AND SERVICES
[775] COMMUNITY DEVELOPMENT PROGRAMS DEPARTMENT OF PUBLIC WORKS
[777] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[779] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[781] POLICE DEPARTMENT POLICE DEPARTMENT
[783] POLICE DEPARTMENT POLICE DEPARTMENT
[785] POLICE DEPARTMENT POLICE DEPARTMENT
[787] EMERGENCY MEDICAL SERVICES LIBRARY BOARD OF CONTROL
[789] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[791] LIBRARY BOARD OF CONTROL OFFICE OF THE MAYOR-PRESIDENT
[793] DEPT OF BUILDINGS AND GROUNDS DEPARTMENT OF PUBLIC WORKS
[795] CONSTRUCTION PROJECTS CONSTRUCTION PROJECTS
[797] HUMAN DEVELOPMENT AND SERVICES PARISH ATTORNEY
[799] POLICE DEPARTMENT GREATER BATON ROUGE AIRPORT DISTRICT
[801] LIBRARY BOARD OF CONTROL HUMAN RESOURCES
[803] LIBRARY BOARD OF CONTROL DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[805] JUVENILE SERVICES DEPARTMENT OF PUBLIC WORKS
[807] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[809] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[811] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[813] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[815] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[817] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[819] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[821] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[823] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[825] DEPARTMENT OF PUBLIC WORKS DEPT OF TRANSPORTATION AND DRAINAGE
[827] DEPT OF TRANSPORTATION AND DRAINAGE POLICE DEPARTMENT
[829] POLICE DEPARTMENT POLICE DEPARTMENT
[831] METROPOLITAN COUNCIL METROPOLITAN COUNCIL
[833] METROPOLITAN COUNCIL METROPOLITAN COUNCIL
[835] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[837] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[839] INFORMATION SERVICES INFORMATION SERVICES
[841] INFORMATION SERVICES INFORMATION SERVICES
[843] INFORMATION SERVICES INFORMATION SERVICES
[845] INFORMATION SERVICES INFORMATION SERVICES
[847] INFORMATION SERVICES INFORMATION SERVICES
[849] INFORMATION SERVICES INFORMATION SERVICES
[851] INFORMATION SERVICES INFORMATION SERVICES
[853] INFORMATION SERVICES INFORMATION SERVICES
[855] INFORMATION SERVICES INFORMATION SERVICES
[857] INFORMATION SERVICES DEPARTMENT OF PUBLIC WORKS
[859] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[861] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[863] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[865] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[867] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[869] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[871] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[873] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[875] GREATER BATON ROUGE AIRPORT DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
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[879] OFFICE OF THE MAYOR-PRESIDENT OFFICE OF THE MAYOR-PRESIDENT
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[883] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[885] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS
[887] LIBRARY BOARD OF CONTROL EMERGENCY MEDICAL SERVICES
[889] EMERGENCY MEDICAL SERVICES DEPT OF FLEET MANAGEMENT
[891] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[893] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[895] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[897] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[899] DEPT OF TRANSPORTATION AND DRAINAGE HUMAN DEVELOPMENT AND SERVICES
[901] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[903] DEPT OF BUILDINGS AND GROUNDS DEPARTMENT OF PUBLIC WORKS
[905] DEPARTMENT OF PUBLIC WORKS HUMAN DEVELOPMENT AND SERVICES
[907] MUNICIPAL FIRE & POLICE CIVIL SERVICE BOARD FINANCE DEPARTMENT
[909] JUVENILE SERVICES HUMAN DEVELOPMENT AND SERVICES
[911] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[913] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[915] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[917] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[919] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[921] ROAD REHABILITATION PROGRAM COMMUNITY DEVELOPMENT PROGRAMS
[923] DEPT OF BUILDINGS AND GROUNDS COMMUNITY DEVELOPMENT PROGRAMS
[925] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[927] COMMUNITY DEVELOPMENT PROGRAMS LIBRARY BOARD OF CONTROL
[929] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[931] COMMUNITY DEVELOPMENT PROGRAMS DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO
[933] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[935] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[937] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[939] DEPT OF DEVELOPMENT DEPT OF DEVELOPMENT
[941] COMMUNITY DEVELOPMENT PROGRAMS COMMUNITY DEVELOPMENT PROGRAMS
[943] CITY COURT CITY COURT
[945] CITY COURT CITY COURT
[947] CITY COURT COUNCIL ADMINISTRATOR
[949] COUNCIL ADMINISTRATOR COUNCIL ADMINISTRATOR
[951] COUNCIL ADMINISTRATOR COUNCIL ADMINISTRATOR
[953] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[955] DEPT OF FLEET MANAGEMENT DEPT OF FLEET MANAGEMENT
[957] DEPT OF DEVELOPMENT DEPT OF DEVELOPMENT
[959] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[961] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[963] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[965] DEPT OF FLEET MANAGEMENT CITY COURT
[967] POLICE DEPARTMENT POLICE DEPARTMENT
[969] POLICE DEPARTMENT OUTSIDE AGENCIES
[971] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[973] HUMAN DEVELOPMENT AND SERVICES HUMAN DEVELOPMENT AND SERVICES
[975] LIBRARY BOARD OF CONTROL LIBRARY BOARD OF CONTROL
[977] JUVENILE SERVICES OUTSIDE AGENCIES
[979] OUTSIDE AGENCIES DEPT OF DEVELOPMENT
[981] DEPT OF DEVELOPMENT DEPT OF DEVELOPMENT
[983] DEPT OF DEVELOPMENT DEPT OF DEVELOPMENT
[985] DEPT OF DEVELOPMENT JUVENILE SERVICES
[987] DEPARTMENT OF PUBLIC WORKS DEPT OF BUILDINGS AND GROUNDS
[989] DEPT OF DEVELOPMENT HUMAN DEVELOPMENT AND SERVICES
[991] CONSTRUCTION PROJECTS CONSTRUCTION PROJECTS
[993] CONSTRUCTION PROJECTS DEPARTMENT OF PUBLIC WORKS
[995] DEPARTMENT OF PUBLIC WORKS FIRE DEPARTMENT
[997] HUMAN RESOURCES EMERGENCY MEDICAL SERVICES
[999] EMERGENCY MEDICAL SERVICES DEPT OF BUILDINGS AND GROUNDS
[ reached getOption("max.print") -- omitted 31452 entries ]
45 Levels: ANIMAL CONTROL CENTER BATON ROUGE CONVENTION & VISTORS COMMISSION ... SHERIFF'S OFFICEcategory description
cat_descp = mydata$PO.CATEGORY.DESCRIPTION
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[715] STATE CONTRACT STATE CONTRACT
[717] STATE CONTRACT STATE CONTRACT
[719] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[721] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[723] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[725] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[727] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[729] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[731] MISCELLANEOUS NON-QUOTES STATE CONTRACT
[733] STATE CONTRACT PROFESSIONAL SERVICES
[735] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[737] MISCELLANEOUS NON-QUOTES PROFESSIONAL SERVICES
[739] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[741] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[743] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[745] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[747] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[749] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[751] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[753] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[755] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[757] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[759] STATE CONTRACT STATE CONTRACT
[761] STATE CONTRACT STATE CONTRACT
[763] STATE CONTRACT STATE CONTRACT
[765] STATE CONTRACT PROFESSIONAL SERVICES
[767] PROFESSIONAL SERVICES MISCELLANEOUS NON-QUOTES
[769] MISCELLANEOUS NON-QUOTES PROFESSIONAL SERVICES
[771] PROFESSIONAL SERVICES MISCELLANEOUS NON-QUOTES
[773] MISCELLANEOUS NON-QUOTES PROFESSIONAL SERVICES
[775] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[777] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[779] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[781] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[783] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[785] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[787] EMERGENCY PROFESSIONAL SERVICES
[789] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[791] MISCELLANEOUS NON-QUOTES PROFESSIONAL SERVICES
[793] PROFESSIONAL SERVICES MISCELLANEOUS NON-QUOTES
[795] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[797] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[799] SEALED BIDS INFORMAL QUOTATIONS
[801] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[803] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[805] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[807] STATE CONTRACT STATE CONTRACT
[809] STATE CONTRACT STATE CONTRACT
[811] STATE CONTRACT STATE CONTRACT
[813] STATE CONTRACT STATE CONTRACT
[815] STATE CONTRACT STATE CONTRACT
[817] STATE CONTRACT STATE CONTRACT
[819] STATE CONTRACT STATE CONTRACT
[821] STATE CONTRACT STATE CONTRACT
[823] STATE CONTRACT STATE CONTRACT
[825] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[827] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[829] INFORMAL QUOTATIONS INFORMAL QUOTATIONS
[831] STATE CONTRACT STATE CONTRACT
[833] STATE CONTRACT STATE CONTRACT
[835] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[837] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[839] SEALED BIDS SEALED BIDS
[841] SEALED BIDS SEALED BIDS
[843] SEALED BIDS SEALED BIDS
[845] SEALED BIDS SEALED BIDS
[847] SEALED BIDS SEALED BIDS
[849] SEALED BIDS SEALED BIDS
[851] SEALED BIDS SEALED BIDS
[853] SEALED BIDS SEALED BIDS
[855] SEALED BIDS SEALED BIDS
[857] SEALED BIDS MISCELLANEOUS NON-QUOTES
[859] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[861] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[863] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[865] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[867] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[869] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[871] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[873] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[875] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[877] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[879] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[881] PROFESSIONAL SERVICES MISCELLANEOUS NON-QUOTES
[883] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[885] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[887] EMERGENCY PURCHASES AUGUST 2016 FLOOD EV INFORMAL QUOTATIONS
[889] INFORMAL QUOTATIONS MISCELLANEOUS NON-QUOTES
[891] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[893] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[895] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[897] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[899] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[901] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[903] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[905] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[907] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[909] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[911] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[913] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[915] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[917] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[919] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[921] CONSTRUCTION PROJECTS OVER $25,000. PROFESSIONAL SERVICES
[923] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[925] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[927] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[929] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[931] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[933] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[935] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[937] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[939] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[941] PROFESSIONAL SERVICES PROFESSIONAL SERVICES
[943] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[945] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[947] MISCELLANEOUS NON-QUOTES STATE CONTRACT
[949] STATE CONTRACT STATE CONTRACT
[951] STATE CONTRACT STATE CONTRACT
[953] STATE CONTRACT STATE CONTRACT
[955] STATE CONTRACT STATE CONTRACT
[957] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[959] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[961] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[963] MISCELLANEOUS NON-QUOTES MISCELLANEOUS NON-QUOTES
[965] INFORMAL QUOTATIONS MISCELLANEOUS NON-QUOTES
[967] STATE CONTRACT STATE CONTRACT
[969] STATE CONTRACT PROFESSIONAL SERVICES
[971] STATE CONTRACT STATE CONTRACT
[973] STATE CONTRACT STATE CONTRACT
[975] MISCELLANEOUS NON-QUOTES PROFESSIONAL SERVICES
[977] STATE CONTRACT STATE CONTRACT
[979] STATE CONTRACT STATE CONTRACT
[981] STATE CONTRACT STATE CONTRACT
[983] STATE CONTRACT STATE CONTRACT
[985] STATE CONTRACT PROFESSIONAL SERVICES
[987] PROFESSIONAL SERVICES INFORMAL QUOTATIONS
[989] PROFESSIONAL SERVICES
[991] STATE CONTRACT STATE CONTRACT
[993] STATE CONTRACT MISCELLANEOUS NON-QUOTES
[995] MISCELLANEOUS NON-QUOTES
[997] PROFESSIONAL SERVICES MISCELLANEOUS NON-QUOTES
[999] MISCELLANEOUS NON-QUOTES CITY ANNUAL CONTRACTS
[ reached getOption("max.print") -- omitted 31452 entries ]
13 Levels: CITY ANNUAL CONTRACTS CONSTRUCTION PROJECTS OVER $25,000. ... STATE CONTRACTvouched amount
vouch_amt = mydata$VOUCHED.AMOUNT
vouch_amt [1] 302.51 7088.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[11] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[21] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[31] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[41] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[51] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[61] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[71] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[81] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[91] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[101] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[111] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[121] 0.00 0.00 0.00 4000.00 0.00 0.00 0.00 0.00 0.00 0.00
[131] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 22688.40
[141] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6300.00 0.00
[151] 8562.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[161] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[171] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[181] 0.00 0.00 4800.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[191] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[201] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 9996.00 7801.15
[211] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[221] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[231] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[241] 0.00 0.00 14970.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[251] 0.00 0.00 0.00 0.00 0.00 1320.50 1320.50 1320.50 1320.50 1320.50
[261] 1320.50 75000.00 4000.00 0.00 0.00 0.00 0.00 5990.00 5990.00 0.00
[271] 0.00 0.00 0.00 0.00 0.00 0.00 489.60 489.60 0.00 0.00
[281] 13265.00 0.00 0.00 15750.00 0.00 0.00 0.00 0.00 0.00 0.00
[291] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 4525.00
[301] 4050.00 0.00 0.00 0.00 0.00 3400.00 41665.00 0.00 0.00 0.00
[311] 0.00 0.00 0.00 4313.34 0.00 0.00 0.00 0.00 0.00 0.00
[321] 0.00 9836.57 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1000.00
[331] 5000.00 2500.00 525.00 11810.62 0.00 0.00 0.00 0.00 0.00 0.00
[341] 0.00 0.00 0.00 5020.53 5020.53 5020.53 5020.53 0.00 0.00 0.00
[351] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[361] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 145314.83
[371] 39051.35 20000.00 20000.00 20000.00 20000.00 94144.54 0.00 0.00 0.00 6565.00
[381] 6565.00 0.00 52417.63 2910.66 15089.25 0.00 0.00 0.00 0.00 0.00
[391] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[401] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[411] 18000.00 3192.00 0.00 0.00 0.00 0.00 0.00 0.00 110642.77 0.00
[421] 0.00 0.00 0.00 0.00 73331.02 0.00 0.00 0.00 0.00 0.00
[431] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[441] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[451] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[461] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[471] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[481] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[491] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[501] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 3365.36
[511] 0.00 0.00 14161.00 14871.00 0.00 0.00 0.00 9778.58 9778.58 9778.58
[521] 9778.58 0.00 24635.00 0.00 0.00 0.00 35700.00 10000.00 898.75 1800.00
[531] 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00
[541] 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00
[551] 6652.00 6652.00 6652.00 6652.00 6652.00 6652.00 0.00 0.00 0.00 0.00
[561] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[571] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[581] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[591] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[601] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[611] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 50000.00 50000.00
[621] 50000.00 50000.00 38776.00 0.00 1200.00 12000.00 0.00 0.00 0.00 4400.00
[631] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[641] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[651] 0.00 343808.21 343808.21 12840.00 12840.00 12840.00 12840.00 12840.00 0.00 14719.50
[661] 14719.50 12142.00 12142.00 12142.00 12142.00 12142.00 12142.00 12142.00 12142.00 12142.00
[671] 12142.00 12142.00 12142.00 23184.90 23184.90 4347.00 1474.00 5330.00 5330.00 5330.00
[681] 3000.00 82971.05 82971.05 82971.05 82971.05 82971.05 82971.05 82971.05 889.00 0.00
[691] 288.98 31690.56 0.00 0.00 38764.73 38764.73 0.00 0.00 0.00 0.00
[701] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[711] 4295.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 64665.83 64665.83
[721] 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83 64665.83
[731] 64665.83 4069.80 4069.80 5000.00 0.00 0.00 0.00 0.00 0.00 9600.00
[741] 465659.38 17666.68 0.00 19165.52 0.00 0.00 6249.00 0.00 7400.00 0.00
[751] 6022.33 6022.33 6022.33 62563.56 62563.56 62563.56 62563.56 39817.89 18402.08 18402.08
[761] 18402.08 18402.08 18402.08 0.00 0.00 0.00 0.00 445.00 552.99 10000.00
[771] 300.00 0.00 0.00 300.00 3725.00 33528.00 33528.00 33528.00 33528.00 33528.00
[781] 7830.00 7830.00 7830.00 7830.00 7830.00 7830.00 84167.07 4017.68 0.00 0.00
[791] 0.00 18125.00 0.00 21792.00 7200.00 0.00 12000.00 1138.50 30816.00 0.00
[801] 0.00 2200.00 12000.00 24100.00 1000.00 0.00 0.00 0.00 0.00 0.00
[811] 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
[821] 0.00 0.00 0.00 0.00 0.00 21059.00 21059.00 6024.00 6024.00 6024.00
[831] 187.40 187.40 187.40 187.40 0.00 0.00 0.00 0.00 152046.41 152046.41
[841] 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41
[851] 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 152046.41 8192.62 8192.62 8192.62
[861] 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62 8192.62
[871] 8192.62 8192.62 8192.62 8192.62 1225.00 0.00 25186.69 6300.00 2100.00 2740.00
[881] 10833.35 0.00 0.00 0.00 0.00 0.00 0.00 1424.59 1424.59 25186.00
[891] 25186.00 25186.00 25186.00 25186.00 29782.00 29782.00 29782.00 29782.00 0.00 9423.05
[901] 9423.05 12115.39 5513.00 7355.00 2204.10 0.00 3600.00 0.00 23900.00 7241.30
[911] 7241.30 7241.30 7241.30 12931.00 0.00 0.00 0.00 0.00 36631.11 10281.86
[921] 0.00 44912.84 0.00 0.00 0.00 0.00 0.00 4500.00 0.00 0.00
[931] 0.00 11666.66 42951.26 22366.32 32133.19 32133.19 59754.67 35152.67 19133.32 19133.32
[941] 0.00 0.00 2656.00 2656.00 2656.00 2656.00 2656.00 396.83 396.83 396.83
[951] 396.83 396.83 0.00 0.00 0.00 0.00 2297.00 2297.00 23300.61 23300.61
[961] 23300.61 23300.61 23300.61 23300.61 5220.00 1232.40 32042.94 32042.94 32042.94 9972.00
[971] 7491.96 7491.96 7491.96 7491.96 24000.00 6387.50 0.00 0.00 0.00 1011.84
[981] 1011.84 1011.84 1011.84 1011.84 1011.84 10000.00 54976.80 15136.50 186.90 2300.00
[991] 0.00 0.00 0.00 0.00 0.00 1000.00 0.00 24170.89 24170.89 15279.36
[ reached getOption("max.print") -- omitted 31452 entries ]vendor name 1
vendor_name = mydata$VENDOR.NAME.1
vendor_name [1] CONTRACTORS SUPPLY & EQUIPMENT WATSON MECHANICAL SERVICES INC
[3] CLEAN SWEEP INC EAST BATON ROUGE REDEVELOPMENT
[5] ERNEST P BREAUX ELECTRICAL INC ALLEN & LEBLANC LLC
[7] ALLEN & LEBLANC LLC ALLEN & LEBLANC LLC
[9] ALLEN & LEBLANC LLC TEECO SAFETY INC
[11] TEECO SAFETY INC TEECO SAFETY INC
[13] TEECO SAFETY INC COMPSTAR SYSTEMS INC
[15] COVINGTON SALES & SERVICE INC BARRIERE CONSTRUCTION CO LLC
[17] ALLEN & LEBLANC LLC DELL INC
[19] J & W CONTRACTORS INC SGS ACCUTEST INC
[21] PRISON ENTERPRISES COMPOSE DIGITAL DESIGN LLC
[23] HIXSON AUTOPLEX OF ALEXANDRIA INC HIXSON AUTOPLEX OF ALEXANDRIA INC
[25] HIXSON AUTOPLEX OF ALEXANDRIA INC PCMG INC
[27] PCMG INC PCMG INC
[29] PCMG INC WSG & SOLUTIONS INC
[31] WSG & SOLUTIONS INC WSG & SOLUTIONS INC
[33] ABBA PUMP PARTS & SERVICE HIXSON AUTOPLEX OF ALEXANDRIA INC
[35] HIXSON AUTOPLEX OF ALEXANDRIA INC HIXSON AUTOPLEX OF ALEXANDRIA INC
[37] OUR LADY OF THE LAKE REGIONAL MC OUR LADY OF THE LAKE REGIONAL MC
[39] PCN NET INC PCN NET INC
[41] PCN NET INC PCN NET INC
[43] PCN NET INC COURTESY CHRYSLER DODGE JEEP RAM
[45] COURTESY CHRYSLER DODGE JEEP RAM COURTESY CHRYSLER DODGE JEEP RAM
[47] COURTESY CHRYSLER DODGE JEEP RAM CHRISTOPHER PATRICK TURNER
[49] WALTER MCLAUGHLIN JR JOSEPH HINES JR
[51] ARTHUR REED TRAFFICWARE GROUP INC
[53] TRAFFICWARE GROUP INC EVELYN STEWART
[55] ADELL BROWN JR FLEET SAFETY EQUIPMENT INC
[57] FLEET SAFETY EQUIPMENT INC FLEET SAFETY EQUIPMENT INC
[59] FLEET SAFETY EQUIPMENT INC FLEET SAFETY EQUIPMENT INC
[61] FLEET SAFETY EQUIPMENT INC FLEET SAFETY EQUIPMENT INC
[63] FLEET SAFETY EQUIPMENT INC FLEET SAFETY EQUIPMENT INC
[65] FLEET SAFETY EQUIPMENT INC KYOCERA DOCUMENT SOLUTIONS INC
[67] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[69] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[71] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[73] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[75] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[77] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[79] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[81] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[83] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[85] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[87] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[89] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[91] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[93] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[95] JAMES INC INFAX INCORPORATED
[97] TODD L STERLING KIISA CORPORATION
[99] KIISA CORPORATION KIISA CORPORATION
[101] DEMCO HP INC
[103] HP INC HP INC
[105] HP INC HP INC
[107] PREMIER AUTOMOTIVE LLC DOLESE BROTHERS CO
[109] GRADY CRAWFORD CONSTRUCTION CO INC GRADY CRAWFORD CONSTRUCTION CO INC
[111] SCREENVISION SCREENVISION
[113] TRACE INFRARED ASPHALT KADEIDRA S WILLIS
[115] LIONEL FRANKLIN JR THOMAS GRANT
[117] THOMAS GRANT THOMAS GRANT
[119] THOMAS GRANT THOMAS GRANT
[121] THOMAS GRANT THOMAS GRANT
[123] THOMAS GRANT BAPTIST BUILDERS INTERNATONAL
[125] OOK JANITORIAL SERVICES INC OOK JANITORIAL SERVICES INC
[127] TEAM HONDA CDW GOVERNMENT
[129] NETRAID APYXX TECHNOLOGIES INC
[131] APYXX TECHNOLOGIES INC APYXX TECHNOLOGIES INC
[133] STANTEC CONSULTING SERVICES INC DELL INC
[135] DELL INC DELL INC
[137] DELL INC DELL INC
[139] CHAMPION GRAPHIC COMMUNICATIONS RAMWARE LLC
[141] MATERIAL RESOURCES INC APPLIED BUSINESS CONCEPTS
[143] OPEN TEXT INC APPLIED BUSINESS CONCEPTS
[145] APPLIED BUSINESS CONCEPTS GULF STATES ENGINEERING CO INC
[147] HIXSON AUTOPLEX OF ALEXANDRIA INC HIXSON AUTOPLEX OF ALEXANDRIA INC
[149] KEITH K WASHINGTON SR SHILOH MISSINARY BAPTIST CHURCH
[151] OAG AVIATION WORLDWIDE LLC WILLIAM A MINTON
[153] WILLIAM A MINTON L3 COMMUNICATIONS
[155] L3 COMMUNICATIONS L3 COMMUNICATIONS
[157] L3 COMMUNICATIONS L3 COMMUNICATIONS
[159] L3 COMMUNICATIONS L3 COMMUNICATIONS
[161] L3 COMMUNICATIONS L3 COMMUNICATIONS
[163] L3 COMMUNICATIONS FROST-BARBER INC
[165] FROST-BARBER INC FROST-BARBER INC
[167] BRENNTAG SOUTHWEST CONTROLWORX LLC
[169] CONTROLWORX LLC WJS ENTERPRISES INC
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[973] LOUISIANA TECHNOLOGY GROUP INC LOUISIANA TECHNOLOGY GROUP INC
[975] UNIT DESIGN INC BALLER STOKES & LIDE PC
[977] BILL HOOD FORD KYOCERA DOCUMENT SOLUTIONS INC
[979] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[981] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[983] KYOCERA DOCUMENT SOLUTIONS INC KYOCERA DOCUMENT SOLUTIONS INC
[985] KYOCERA DOCUMENT SOLUTIONS INC LYNN SIMON MD
[987] STERICYCLE ENVIRONMENTAL SOLUTIONS INSTITUTIONAL SERVICE &
[989] APPLIED BUSINESS CONCEPTS SOUTHERN UNIVERSITY
[991] ARCCO COMPANY SERVICES INC ARCCO COMPANY SERVICES INC
[993] ARCCO COMPANY SERVICES INC BRENTWOOD INDUSTRIES INC
[995] BRENTWOOD INDUSTRIES INC MATRIX INC
[997] OUR LADY OF THE LAKE PHYSICIAN LYTX INC
[999] LYTX INC STRATOS ELEVATOR INC
[ reached getOption("max.print") -- omitted 31452 entries ]
2759 Levels: 1 STOP CAMERA & ELECTRONICS 1 STOP SIGNS & SAFETY INC 1ST CO INC ... ZONES INCcat_descp = mydata$VENDOR.ADDRESS.1
cat_descp [1] 14020 AIRLINE HWY SUITE A 1743 DALLAS DR
[3] 4300 GROOM RD 801 NORTH BLVD SUITE 200
[5] 2812 BROKEN ARROW RD PO BOX 15789
[7] PO BOX 15789 PO BOX 15789
[9] PO BOX 15789 1360 GRIMMET
[11] 1360 GRIMMET 1360 GRIMMET
[13] 1360 GRIMMET 13681 NEWPORT AVE
[15] PO BOX 1144 ONE GALLERIA BLVD STE 1650
[17] PO BOX 15789 ONE DELL WAY RR-MS41
[19] 15541 MALVERN HILL 201 RT 17 NORTH 7TH FLOOR
[21] PO BOX 44314 522 EUROPE ST
[23] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[25] 2506 MACARTHUR DRIVE 14120 NEWBROOK DRIVE SUITE 100
[27] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[29] 14120 NEWBROOK DRIVE SUITE 100 160 COMMERCE DR STE 100
[31] 160 COMMERCE DR STE 100 160 COMMERCE DR STE 100
[33] 5370 MUNRO COURT 2506 MACARTHUR DRIVE
[35] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[37] 7556 HENNESSY BLVD 7556 HENNESSY BLVD
[39] 1101 15TH ST NW STE 206 1101 15TH ST NW STE 206
[41] 1101 15TH ST NW STE 206 1101 15TH ST NW STE 206
[43] 1101 15TH ST NW STE 206 6100 HWY 90PRISE PKWY
[45] 6100 HWY 90PRISE PKWY 6100 HWY 90PRISE PKWY
[47] 6100 HWY 90PRISE PKWY 172 GOVERNMENT ST STE 103-169
[49] 5838 TARRYTOWN AVE 1529 RIDGELAND DR
[51] 2377 TENNESSEE ST 522 GILLINGHAM BLVD
[53] 522 GILLINGHAM BLVD 6316 CALHOUN ST
[55] 5731 VALLEY FORGE AVE 10362 GREENWELL SPRINGS RD
[57] 10362 GREENWELL SPRINGS RD 10362 GREENWELL SPRINGS RD
[59] 10362 GREENWELL SPRINGS RD 10362 GREENWELL SPRINGS RD
[61] 10362 GREENWELL SPRINGS RD 10362 GREENWELL SPRINGS RD
[63] 10362 GREENWELL SPRINGS RD 10362 GREENWELL SPRINGS RD
[65] 10362 GREENWELL SPRINGS RD 225 SAND ROAD
[67] 225 SAND ROAD 225 SAND ROAD
[69] 225 SAND ROAD 225 SAND ROAD
[71] 225 SAND ROAD 225 SAND ROAD
[73] 225 SAND ROAD 225 SAND ROAD
[75] 225 SAND ROAD 225 SAND ROAD
[77] 225 SAND ROAD 225 SAND ROAD
[79] 225 SAND ROAD 225 SAND ROAD
[81] 225 SAND ROAD 225 SAND ROAD
[83] 225 SAND ROAD 225 SAND ROAD
[85] 225 SAND ROAD 225 SAND ROAD
[87] 225 SAND ROAD 225 SAND ROAD
[89] 225 SAND ROAD 225 SAND ROAD
[91] 225 SAND ROAD 225 SAND ROAD
[93] 225 SAND ROAD 225 SAND ROAD
[95] 22820 OLD SCENIC HWY 4250 RIVER GREEN PARKWAY SUITE D
[97] 2926 SARASOTA DRIVE 401 OLIVE DR
[99] 401 OLIVE DR 401 OLIVE DR
[101] PO BOX 7488 1501 PAGE MILL RD
[103] 1501 PAGE MILL RD 1501 PAGE MILL RD
[105] 1501 PAGE MILL RD 1501 PAGE MILL RD
[107] 13150 I-10 SERVICE RD 1897 HIGHWAY 63
[109] 12290 GREENWELL SPRINGS RD 12290 GREENWELL SPRINGS RD
[111] 245 KENNETH DR STE 400 245 KENNETH DR STE 400
[113] 275 JOE FREY LN 2121 LOBDELL BLVD APT 708
[115] 6130 MAPLEWOOD DR 808 CYPRESS ST
[117] 808 CYPRESS ST 808 CYPRESS ST
[119] 808 CYPRESS ST 808 CYPRESS ST
[121] 808 CYPRESS ST 808 CYPRESS ST
[123] 808 CYPRESS ST 617 EDDIE ROBINSON SR DR
[125] 11628 S CHOCTAW BLVD STE 251 11628 S CHOCTAW BLVD STE 251
[127] 6363 SIEGEN LN 230 N MILWAUKEE AVE
[129] 225 WIMPOLE 3833 AIRLINE DR
[131] 3833 AIRLINE DR 3833 AIRLINE DR
[133] 500 MAIN ST ONE DELL WAY RR-MS41
[135] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[137] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[139] 10848 AIRLINE HWY 8282 GOODWOOD BLVD STE W-1
[141] 4323 N RIVER ROAD 17991 OLD PERKINS ROAD EAST STE A
[143] 1301 S MOPAC EXPRESSWAY STE 150 17991 OLD PERKINS ROAD EAST STE A
[145] 17991 OLD PERKINS ROAD EAST STE A 11814 MARKET PLACE AVE SUITE B
[147] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[149] 8431 GREENMOSS DR 185 EDDIE ROBINSON SR DR
[151] 801 WARRENVILLE RD #555 2156 LEE DR
[153] 2156 LEE DR 90 FANNY ROAD
[155] 90 FANNY ROAD 90 FANNY ROAD
[157] 90 FANNY ROAD 90 FANNY ROAD
[159] 90 FANNY ROAD 90 FANNY ROAD
[161] 90 FANNY ROAD 90 FANNY ROAD
[163] 90 FANNY ROAD 9322 INTERLINE AVE
[165] 9322 INTERLINE AVE 9322 INTERLINE AVE
[167] 7200 HWY 74 17630 PERKINS RD WEST STE
[169] 17630 PERKINS RD WEST STE 11725 INDUSTRIPLEX BLVD SUITE 1
[171] 11725 INDUSTRIPLEX BLVD SUITE 1 11725 INDUSTRIPLEX BLVD SUITE 1
[173] 200 OAK ST 200 OAK ST
[175] 200 OAK ST 200 OAK ST
[177] 200 OAK ST 10237 MAMMOTH AVE
[179] 8937 STARING COURT 3707 GOVERNMENT STREET
[181] 110 COLORADO RD 427 LAUREL ST
[183] 3256 NICHOLSON DR P O BOX 1188
[185] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[187] 2506 MACARTHUR DRIVE 400 MARINERS PLAZA DR STE 420
[189] 400 MARINERS PLAZA DR STE 420 7556 HENNESSY BLVD
[191] 439 N 11TH ST 1520 THOMAS H DELPIT DR SUITE 142
[193] 437 PHILIP ST PO BOX 586
[195] 9441 COMMON ST 9441 COMMON ST
[197] 9441 COMMON ST P O BOX 315
[199] 19546 SPYGLASS HILL DR 11914 CLOVERLAND COURT
[201] 11914 CLOVERLAND COURT 11914 CLOVERLAND COURT
[203] 11914 CLOVERLAND COURT 11914 CLOVERLAND COURT
[205] 11914 CLOVERLAND COURT 11914 CLOVERLAND COURT
[207] 11914 CLOVERLAND COURT 11914 CLOVERLAND COURT
[209] 1890 SWISCO RD 5000 HENNESSY BLVD
[211] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[213] 929 N 20TH STREET 3711 BOETTLER OAKS DRIVE
[215] 3711 BOETTLER OAKS DRIVE 3711 BOETTLER OAKS DRIVE
[217] 3711 BOETTLER OAKS DRIVE 2812 BROKEN ARROW RD
[219] 2812 BROKEN ARROW RD 915 E 1ST ST
[221] 915 E 1ST ST 915 E 1ST ST
[223] 915 E 1ST ST 200 OAK ST
[225] 200 OAK ST 200 OAK ST
[227] 200 OAK ST 200 OAK ST
[229] 200 OAK ST 200 OAK ST
[231] 200 OAK ST 200 OAK ST
[233] 200 OAK ST 200 OAK ST
[235] 200 OAK ST 200 OAK ST
[237] 200 OAK ST 200 OAK ST
[239] 200 OAK ST 200 OAK ST
[241] 200 OAK ST 200 OAK ST
[243] 1625 W CAUSEWAY APPROACH 200 OAK ST
[245] 200 OAK ST 200 OAK ST
[247] 200 OAK ST 200 OAK ST
[249] 200 OAK ST 200 OAK ST
[251] 3169 HOLCOMB BRIDGE RD STE 200 2506 MACARTHUR DRIVE
[253] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[255] 3169 HOLCOMB BRIDGE RD STE 200 888 HARDING BLVD
[257] 888 HARDING BLVD 888 HARDING BLVD
[259] 888 HARDING BLVD 888 HARDING BLVD
[261] 888 HARDING BLVD 451 FLORIDA STREET STE 102
[263] 623 LONGWOOD DR P O BOX 1090
[265] 22258 MARSHALL 22258 MARSHALL
[267] 22258 MARSHALL 1000 RIVER STREET
[269] 1000 RIVER STREET 7600 INNOVATION PARK DR
[271] 2067 WINERIDGE PL STE E 218 FOUR PARK RD
[273] 218 FOUR PARK RD 218 FOUR PARK RD
[275] 218 FOUR PARK RD 218 FOUR PARK RD
[277] 4307 BLUEBONNET BLVD STE B 4307 BLUEBONNET BLVD STE B
[279] 12527 S CHOCTAW 11135 INDUSTRIPLEX BLVD STE 900
[281] 1525 BRAZOS TRAIL 19546 SPYGLASS HILL DR
[283] 19546 SPYGLASS HILL DR 2431 S ACADIAN THWY STE 570
[285] 4720 JONES CREEK RD 200 OAK ST
[287] 200 OAK ST 200 OAK ST
[289] 200 OAK ST 200 OAK ST
[291] 200 OAK ST 200 OAK ST
[293] 200 OAK ST 200 OAK ST
[295] 200 OAK ST 200 OAK ST
[297] 200 OAK ST 405 COMMERCE POINT
[299] 15582 SUMMERWOOD AVE 404 GISELE ST
[301] 2002 E CATALPA ST ONE DELL WAY RR-MS41
[303] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[305] 330 EAST EASY ST STE A 1622 EDINGER AVE STE F
[307] 2550 M STREET N W ONE DELL WAY RR-MS41
[309] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[311] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[313] ONE DELL WAY RR-MS41 5350 BOONE AVE
[315] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[317] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[319] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[321] ONE DELL WAY RR-MS41 455 NORTH BLVD STE 250
[323] 455 NORTH BLVD STE 250 245 HIGHLANDIA DR
[325] 245 HIGHLANDIA DR 2332 CHATAWA DR
[327] 2332 CHATAWA DR 20565 REAMES RD
[329] 11555 SOUTHFORK AVE APT 2006 11329 CATALPA ST
[331] 11585 N HARRELL'S FERRY RD 11875 PAMELA DR
[333] 1111 FOSTER DR STE C 3140 FLORIDA STREET
[335] 5000 HENNESSY BLVD P O BOX 785
[337] P O BOX 785 302 S 4TH ST STE 500
[339] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[341] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[343] 1135 TOWNPARK AVE STE 2101 ONE DELL WAY RR-MS41
[345] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[347] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[349] ONE DELL WAY RR-MS41 11400 WESTMOOR CIR STE 225
[351] 230 N MILWAUKEE AVE 230 N MILWAUKEE AVE
[353] 10 CEDAR BEND TRAIL 10 CEDAR BEND TRAIL
[355] 10 CEDAR BEND TRAIL 10 CEDAR BEND TRAIL
[357] 10 CEDAR BEND TRAIL 10 CEDAR BEND TRAIL
[359] 10 CEDAR BEND TRAIL 10 CEDAR BEND TRAIL
[361] 10 CEDAR BEND TRAIL 10 CEDAR BEND TRAIL
[363] 527 N ACADIAN 527 N ACADIAN
[365] 405 COMMERCE POINT 13000 I-10 SERVICE RD
[367] 5614 SUMMER LAKE DR 8755 GOODWOOD BLVD FL 2ND
[369] 6258 MARSHALL FOCH STREET 3140 FLORIDA STREET
[371] 3949 NORTH BOULEVARD 10552 SUCCESS LANE SUITE A
[373] 10552 SUCCESS LANE SUITE A 10552 SUCCESS LANE SUITE A
[375] 10552 SUCCESS LANE SUITE A 4727 REVERE AVE
[377] 15961 AIRLINE HWY 2450 FLORIDA AVE STE B
[379] 2450 FLORIDA AVE STE B 6867 BLUEBONNET BLVD
[381] 6867 BLUEBONNET BLVD 5815 NC HWY 8 SOUTH
[383] 3949 NORTH BOULEVARD 3256 NICHOLSON DR
[385] 2601 TULANE AVENUE SUITE 500 9667 S 20TH STREET
[387] 9667 S 20TH STREET 9667 S 20TH STREET
[389] 9667 S 20TH STREET 9667 S 20TH STREET
[391] 9667 S 20TH STREET 9667 S 20TH STREET
[393] 9667 S 20TH STREET 9667 S 20TH STREET
[395] 9667 S 20TH STREET 9667 S 20TH STREET
[397] 9667 S 20TH STREET 9667 S 20TH STREET
[399] 9667 S 20TH STREET 9667 S 20TH STREET
[401] 9667 S 20TH STREET 9667 S 20TH STREET
[403] 9667 S 20TH STREET 9667 S 20TH STREET
[405] 9667 S 20TH STREET 9667 S 20TH STREET
[407] 9667 S 20TH STREET 9667 S 20TH STREET
[409] 6100 HWY 90PRISE PKWY 6100 HWY 90PRISE PKWY
[411] 5000 WEST ESPLANADE AVE STE 123 301 MAIN ST STE 830
[413] 3771 TRAMORE POINTE PKWY 3771 TRAMORE POINTE PKWY
[415] 3771 TRAMORE POINTE PKWY 3771 TRAMORE POINTE PKWY
[417] 3771 TRAMORE POINTE PKWY 3771 TRAMORE POINTE PKWY
[419] 1819 FLORIDA BLVD 11924 SUNRAY AVENUE SUITE B
[421] 11924 SUNRAY AVENUE SUITE B 455 NORTH BLVD STE 250
[423] 455 NORTH BLVD STE 250 455 NORTH BLVD STE 250
[425] 455 NORTH BLVD STE 250 2506 MACARTHUR DRIVE
[427] 1600 DIVISION RD 1600 DIVISION RD
[429] 1600 DIVISION RD 1600 DIVISION RD
[431] 1600 DIVISION RD 1600 DIVISION RD
[433] 1600 DIVISION RD 1600 DIVISION RD
[435] 1600 DIVISION RD 1600 DIVISION RD
[437] 1600 DIVISION RD 1600 DIVISION RD
[439] 1600 DIVISION RD 9322 INTERLINE AVE
[441] 9322 INTERLINE AVE 9322 INTERLINE AVE
[443] 9322 INTERLINE AVE 9322 INTERLINE AVE
[445] 9322 INTERLINE AVE 9322 INTERLINE AVE
[447] 9322 INTERLINE AVE 9322 INTERLINE AVE
[449] 9322 INTERLINE AVE 9322 INTERLINE AVE
[451] 9322 INTERLINE AVE 9322 INTERLINE AVE
[453] 9322 INTERLINE AVE 9322 INTERLINE AVE
[455] 9322 INTERLINE AVE 9322 INTERLINE AVE
[457] 9322 INTERLINE AVE 9322 INTERLINE AVE
[459] 9322 INTERLINE AVE 9322 INTERLINE AVE
[461] 9322 INTERLINE AVE 9322 INTERLINE AVE
[463] 9322 INTERLINE AVE 9322 INTERLINE AVE
[465] 9322 INTERLINE AVE 9322 INTERLINE AVE
[467] 9322 INTERLINE AVE 9322 INTERLINE AVE
[469] 9322 INTERLINE AVE 9322 INTERLINE AVE
[471] 9322 INTERLINE AVE 9322 INTERLINE AVE
[473] 9322 INTERLINE AVE 9322 INTERLINE AVE
[475] 9322 INTERLINE AVE 9322 INTERLINE AVE
[477] 9322 INTERLINE AVE 9322 INTERLINE AVE
[479] 9322 INTERLINE AVE 9322 INTERLINE AVE
[481] 9322 INTERLINE AVE 9322 INTERLINE AVE
[483] 9322 INTERLINE AVE 9322 INTERLINE AVE
[485] 9322 INTERLINE AVE 9322 INTERLINE AVE
[487] 9322 INTERLINE AVE 9322 INTERLINE AVE
[489] 9322 INTERLINE AVE 9322 INTERLINE AVE
[491] 9322 INTERLINE AVE 9322 INTERLINE AVE
[493] 9322 INTERLINE AVE 9322 INTERLINE AVE
[495] 9322 INTERLINE AVE 9322 INTERLINE AVE
[497] 9322 INTERLINE AVE 6100 HWY 90PRISE PKWY
[499] 6100 HWY 90PRISE PKWY 6100 HWY 90PRISE PKWY
[501] 6100 HWY 90PRISE PKWY 6100 HWY 90PRISE PKWY
[503] 6100 HWY 90PRISE PKWY 6100 HWY 90PRISE PKWY
[505] P O BOX 219335 2506 MACARTHUR DRIVE
[507] 11030 COURSEY BLVD 200 OAK ST
[509] 200 OAK ST 12989 CASTLEHILL DR
[511] 2219 N LAKESHORE DRIVE SUITE 320 2219 N LAKESHORE DRIVE SUITE 320
[513] 705 5TH AVE S STE 600 109 N WEEKS ST
[515] 3000 HANOVER ST 4734 JAMESTOWN AVE
[517] 445 NORTH BLVD STE 850 2219 N LAKESHORE DRIVE SUITE 320
[519] 2219 N LAKESHORE DRIVE SUITE 320 2219 N LAKESHORE DRIVE SUITE 320
[521] 2219 N LAKESHORE DRIVE SUITE 320 ONE DELL WAY RR-MS41
[523] 1525 BRAZOS TRAIL 11628 S CHOCTAW BLVD STE 251
[525] 11628 S CHOCTAW BLVD STE 251 11628 S CHOCTAW BLVD STE 251
[527] 10362 GREENWELL SPRINGS RD 1201 NORTH 3RD ST SUITE 6-150
[529] 200 GOVERNMENT ST STE 20 22820 OLD SCENIC HWY
[531] 10741 COURSEY BLVD 10741 COURSEY BLVD
[533] 10741 COURSEY BLVD 10741 COURSEY BLVD
[535] 10741 COURSEY BLVD 10741 COURSEY BLVD
[537] 10741 COURSEY BLVD 10741 COURSEY BLVD
[539] 10741 COURSEY BLVD 10741 COURSEY BLVD
[541] 10741 COURSEY BLVD 10741 COURSEY BLVD
[543] 10741 COURSEY BLVD 10741 COURSEY BLVD
[545] 10741 COURSEY BLVD 10741 COURSEY BLVD
[547] 10741 COURSEY BLVD 10741 COURSEY BLVD
[549] 10741 COURSEY BLVD 10741 COURSEY BLVD
[551] 10741 COURSEY BLVD 10741 COURSEY BLVD
[553] 10741 COURSEY BLVD 10741 COURSEY BLVD
[555] 10741 COURSEY BLVD 10741 COURSEY BLVD
[557] 890 WALSH AVE 890 WALSH AVE
[559] 890 WALSH AVE 890 WALSH AVE
[561] 890 WALSH AVE 890 WALSH AVE
[563] 890 WALSH AVE 890 WALSH AVE
[565] 890 WALSH AVE 890 WALSH AVE
[567] 890 WALSH AVE 890 WALSH AVE
[569] 890 WALSH AVE 890 WALSH AVE
[571] 890 WALSH AVE 890 WALSH AVE
[573] 890 WALSH AVE 890 WALSH AVE
[575] 890 WALSH AVE 890 WALSH AVE
[577] 890 WALSH AVE 890 WALSH AVE
[579] 890 WALSH AVE 890 WALSH AVE
[581] 890 WALSH AVE 890 WALSH AVE
[583] 890 WALSH AVE 890 WALSH AVE
[585] 890 WALSH AVE 890 WALSH AVE
[587] 890 WALSH AVE 890 WALSH AVE
[589] 890 WALSH AVE 890 WALSH AVE
[591] 890 WALSH AVE 890 WALSH AVE
[593] 890 WALSH AVE 890 WALSH AVE
[595] 890 WALSH AVE 890 WALSH AVE
[597] 890 WALSH AVE 890 WALSH AVE
[599] 890 WALSH AVE 890 WALSH AVE
[601] 890 WALSH AVE 890 WALSH AVE
[603] 890 WALSH AVE 890 WALSH AVE
[605] 890 WALSH AVE 890 WALSH AVE
[607] 890 WALSH AVE 890 WALSH AVE
[609] 890 WALSH AVE 890 WALSH AVE
[611] 890 WALSH AVE 890 WALSH AVE
[613] 890 WALSH AVE 890 WALSH AVE
[615] 890 WALSH AVE 890 WALSH AVE
[617] 890 WALSH AVE 15959 FLORIDA BLVD
[619] 2425 SILVERSTRAND AVENUE 2425 SILVERSTRAND AVENUE
[621] 2425 SILVERSTRAND AVENUE 2425 SILVERSTRAND AVENUE
[623] 451 FLORIDA STREET STE 102 3800 ESPLANADE WAY #210
[625] 22820 OLD SCENIC HWY 3960 HOWARD HUGHES PKWY STE 500
[627] 6048 COMMERCE POINTE DRD 4555 LAKE FOREST DR STE 220
[629] 155 MARILYN DR 48C 618 A MAIN ST
[631] 492 OLD CONNECTICUT PATH STE 600 492 OLD CONNECTICUT PATH STE 600
[633] 492 OLD CONNECTICUT PATH STE 600 ONE DELL WAY RR-MS41
[635] ONE DELL WAY RR-MS41 405 COMMERCE POINT
[637] 405 COMMERCE POINT ONE DELL WAY RR-MS41
[639] 5810 AIRLINE HWY 1614B ORETHA CASTLE HALEY BOULEVARD
[641] 1614B ORETHA CASTLE HALEY BOULEVARD 1614B ORETHA CASTLE HALEY BOULEVARD
[643] 1614B ORETHA CASTLE HALEY BOULEVARD 1614B ORETHA CASTLE HALEY BOULEVARD
[645] 1614B ORETHA CASTLE HALEY BOULEVARD 1614B ORETHA CASTLE HALEY BOULEVARD
[647] 1614B ORETHA CASTLE HALEY BOULEVARD 1614B ORETHA CASTLE HALEY BOULEVARD
[649] 1614B ORETHA CASTLE HALEY BOULEVARD 1614B ORETHA CASTLE HALEY BOULEVARD
[651] 1614B ORETHA CASTLE HALEY BOULEVARD 8755 GOODWOOD BLVD
[653] 8755 GOODWOOD BLVD 929 GOVERNMENT ST
[655] 929 GOVERNMENT ST 929 GOVERNMENT ST
[657] 929 GOVERNMENT ST 929 GOVERNMENT ST
[659] 9785 TOWN CENTRE DR PO BOX 707
[661] PO BOX 707 7195 SCOBELL DR
[663] 7195 SCOBELL DR 7195 SCOBELL DR
[665] 7195 SCOBELL DR 7195 SCOBELL DR
[667] 7195 SCOBELL DR 7195 SCOBELL DR
[669] 7195 SCOBELL DR 7195 SCOBELL DR
[671] 7195 SCOBELL DR 7195 SCOBELL DR
[673] 7195 SCOBELL DR PO BOX 310
[675] PO BOX 310 11328 PENNYWOOD AVE
[677] 9171 TOWNE CENTRE DR 631 MAIN ST
[679] 631 MAIN ST 631 MAIN ST
[681] 2959 MADISON AVE 3300 WEST ESPLANADE AVE STE 101
[683] 3300 WEST ESPLANADE AVE STE 101 3300 WEST ESPLANADE AVE STE 101
[685] 3300 WEST ESPLANADE AVE STE 101 3300 WEST ESPLANADE AVE STE 101
[687] 3300 WEST ESPLANADE AVE STE 101 3300 WEST ESPLANADE AVE STE 101
[689] 820 WINDINGWAY DR 4520 S SHERWOOD FOREST BLVD #104-236
[691] ONE DELL WAY RR-MS41 290 DAVIDSON AVE
[693] 1231 LAUREL ST 6867 BLUEBONNET BLVD
[695] 2121 WOODDALE BOULEVARD 2121 WOODDALE BOULEVARD
[697] 2816 W LANCASTER AVE 2816 W LANCASTER AVE
[699] 2816 W LANCASTER AVE 2816 W LANCASTER AVE
[701] 2816 W LANCASTER AVE 2816 W LANCASTER AVE
[703] 2816 W LANCASTER AVE 2816 W LANCASTER AVE
[705] PO BOX 960 PO BOX 960
[707] PO BOX 960 1200 NW 17TH AVE STE 15
[709] 1200 NW 17TH AVE STE 15 7195 SCOBELL DR
[711] 11632 INDUSTRIPLEX BLVD ONE DELL WAY RR-MS41
[713] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[715] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[717] ONE DELL WAY RR-MS41 ONE DELL WAY RR-MS41
[719] 380 NEW YORK STREET 380 NEW YORK STREET
[721] 380 NEW YORK STREET 380 NEW YORK STREET
[723] 380 NEW YORK STREET 380 NEW YORK STREET
[725] 380 NEW YORK STREET 380 NEW YORK STREET
[727] 380 NEW YORK STREET 380 NEW YORK STREET
[729] 380 NEW YORK STREET 380 NEW YORK STREET
[731] 380 NEW YORK STREET 3300 WEST ESPLANADE AVE STE 101
[733] 3300 WEST ESPLANADE AVE STE 101 505 NORTH BLVD
[735] 5370 MUNRO COURT 5370 MUNRO COURT
[737] 5370 MUNRO COURT 201 RT 17 NORTH 7TH FLOOR
[739] 9422 COMMON STREET STE 9 17732 HIGHLAND RD STE G-159
[741] 8383 BLUEBONNET BLVD 3333 DRUSILLA LANE STE B
[743] 8755 GOODWOOD BLVD FL 2ND 10914 TALLOWWOOD AVE
[745] 3909 A MOSS ST 3909 A MOSS ST
[747] 11135 INDUSTRIPLEX BLVD STE 900 17170 PERKINS RD
[749] 1201 MAIN STREET 8403 JOLEE DR
[751] 230 SCIENTIFIC DRIVE SUITE 800 230 SCIENTIFIC DRIVE SUITE 800
[753] 230 SCIENTIFIC DRIVE SUITE 800 75 ZIMMERMAN DR
[755] 75 ZIMMERMAN DR 75 ZIMMERMAN DR
[757] 75 ZIMMERMAN DR 998 OLD EAGLE SCHOOL ROAD SUITE 1215
[759] 1501 PAGE MILL RD 1501 PAGE MILL RD
[761] 1501 PAGE MILL RD 1501 PAGE MILL RD
[763] 1501 PAGE MILL RD ONE DELL WAY RR-MS41
[765] ONE DELL WAY RR-MS41 11322 FLAMINGO DR
[767] 11322 FLAMINGO DR P O BOX 130
[769] 10434 PLAZA AMERICANA 7046 MYRTLE BLUFF DR
[771] 420 ANTOINETTE DR 823 BROAD STREET
[773] 823 BROAD STREET 1463 TARA BLVD
[775] 132 VENTURE COURT SUITE 1 1732 PLANK RD
[777] 1732 PLANK RD 1732 PLANK RD
[779] 1732 PLANK RD 1732 PLANK RD
[781] 7643 FLORIDA BLVD 7643 FLORIDA BLVD
[783] 7643 FLORIDA BLVD 7643 FLORIDA BLVD
[785] 7643 FLORIDA BLVD 7643 FLORIDA BLVD
[787] 411 MOCK AVE 3949 NORTH BOULEVARD
[789] 1666 SCENIC HWY 1666 SCENIC HWY
[791] 1666 SCENIC HWY 333 LAUREL ST APT 2C
[793] 9456 JEFFERSON HWY STE C 405 COMMERCE POINT
[795] 4520 JAMESTOWN AVE STE 1 4520 JAMESTOWN AVE STE 1
[797] 11732 QUEENS DR 8480 BLUEBONNET BLVD STE D
[799] 3423 WEST 43RD PLACE 10434 PLAZA AMERICANA
[801] 804 MAIN ST STE A 740 COLONIAL DR
[803] 10936 OLD HAMMOND HWY STE 42126 231 BANK ST
[805] 13888 PLANK RD STE B 11325 PENNYWOOD AVE
[807] 15961 AIRLINE HWY 15961 AIRLINE HWY
[809] 15961 AIRLINE HWY 15961 AIRLINE HWY
[811] 15961 AIRLINE HWY 15961 AIRLINE HWY
[813] 15961 AIRLINE HWY 15961 AIRLINE HWY
[815] 15961 AIRLINE HWY 15961 AIRLINE HWY
[817] 15961 AIRLINE HWY 15961 AIRLINE HWY
[819] 15961 AIRLINE HWY 15961 AIRLINE HWY
[821] 15961 AIRLINE HWY 15961 AIRLINE HWY
[823] 15961 AIRLINE HWY 15961 AIRLINE HWY
[825] 245 HIGHLANDIA DR 3 HARRIET LANE
[827] 3 HARRIET LANE 2020 COUNTRY CLUB DR
[829] 2020 COUNTRY CLUB DR 2020 COUNTRY CLUB DR
[831] 9131 INTERLINE AVE STE 4A 9131 INTERLINE AVE STE 4A
[833] 9131 INTERLINE AVE STE 4A 9131 INTERLINE AVE STE 4A
[835] 419 NORTH 19TH STREET 419 NORTH 19TH STREET
[837] 419 NORTH 19TH STREET 419 NORTH 19TH STREET
[839] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[841] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[843] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[845] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[847] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[849] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[851] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[853] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[855] 14120 NEWBROOK DRIVE SUITE 100 14120 NEWBROOK DRIVE SUITE 100
[857] 14120 NEWBROOK DRIVE SUITE 100 1285 BAYOU PAUL LANE
[859] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[861] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[863] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[865] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[867] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[869] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[871] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[873] 1285 BAYOU PAUL LANE 1285 BAYOU PAUL LANE
[875] 522 EUROPE ST 9855 HILLYARD AVE
[877] 1521 DICKORY AVENUE 7906 WRENWOOD BLVD STE A
[879] 4794 CHARLES ST 1729 SAUX LN
[881] 4020 HESSMER AVE 610 EXECUTIVE CAMPUS DR
[883] 7502 PECUE LANE 7502 PECUE LANE
[885] 7502 PECUE LANE 7502 PECUE LANE
[887] 2506 MACARTHUR DRIVE 225 SAND ROAD
[889] 225 SAND ROAD 2506 MACARTHUR DRIVE
[891] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[893] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[895] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[897] 2506 MACARTHUR DRIVE 2506 MACARTHUR DRIVE
[899] 3216 BELLE HELENE CT 9551 MESA VERDE AVE
[901] 1400 NORTH ST #2 9275 CEDAR COURT
[903] P O BOX 1678 17170 PERKINS RD
[905] 17170 PERKINS RD & DISORDERS
[907] 429 GOVERNMENT ST 13420 PARKER COMMONS BLVD STE 104
[909] 10211 SIEGEN LN STE 2A 9029 JEFFERSON HWY STE 300
[911] 9029 JEFFERSON HWY STE 300 9029 JEFFERSON HWY STE 300
[913] 9029 JEFFERSON HWY STE 300 10453 FIRELIGHT AVE
[915] 153 NORTH 17TH STREET 153 NORTH 17TH STREET
[917] 153 NORTH 17TH STREET 153 NORTH 17TH STREET
[919] 4950 ESSEN LANE STE 102 419 NORTH 19TH STREET
[921] 34363 SWEDE ALLEY 532 LOUISA ST
[923] P O BOX 15389 PO BOX 127
[925] 260 SOUTH ACADIAN THRUWAY 260 SOUTH ACADIAN THRUWAY
[927] 260 SOUTH ACADIAN THRUWAY 5321 CORPORATE BLVD
[929] 3949 NORTH BOULEVARD 3949 NORTH BOULEVARD
[931] 3949 NORTH BOULEVARD P O BOX 1870
[933] PO BOX 127 7732 GOODWOOD BLVD STE 204
[935] 950 EAST WASHINGTON STREET 950 EAST WASHINGTON STREET
[937] P O BOX 127 3112 CONVENTION STREET
[939] P O BOX 1870 P O BOX 1870
[941] PO BOX 127 PO BOX 127
[943] 2000 NORTH 14TH ST STE 600 2000 NORTH 14TH ST STE 600
[945] 2000 NORTH 14TH ST STE 600 2000 NORTH 14TH ST STE 600
[947] 2000 NORTH 14TH ST STE 600 1501 PAGE MILL RD
[949] 1501 PAGE MILL RD 1501 PAGE MILL RD
[951] 1501 PAGE MILL RD 1501 PAGE MILL RD
[953] 1000 KUBOTA DR 1000 KUBOTA DR
[955] 1000 KUBOTA DR 1000 KUBOTA DR
[957] 11434 INDUSTRIPLEX BLVD 11434 INDUSTRIPLEX BLVD
[959] 103 FRANCE ST 103 FRANCE ST
[961] 103 FRANCE ST 103 FRANCE ST
[963] 103 FRANCE ST 103 FRANCE ST
[965] 5810 AIRLINE HWY 2323 EDENBORN AVENUE
[967] 15961 AIRLINE HWY 15961 AIRLINE HWY
[969] 15961 AIRLINE HWY PO BOX 15447
[971] 2219 N LAKESHORE DRIVE SUITE 320 2219 N LAKESHORE DRIVE SUITE 320
[973] 2219 N LAKESHORE DRIVE SUITE 320 2219 N LAKESHORE DRIVE SUITE 320
[975] 1666 SCENIC HWY 2014 P ST NW STE 200
[977] 1500 N MORRISON BLVD 225 SAND ROAD
[979] 225 SAND ROAD 225 SAND ROAD
[981] 225 SAND ROAD 225 SAND ROAD
[983] 225 SAND ROAD 225 SAND ROAD
[985] 225 SAND ROAD PO BOX 66504
[987] 5151 SAN FELIPE ST STE 1000 PO BOX 60430
[989] 17991 OLD PERKINS ROAD EAST STE A P O BOX 9270
[991] 9424 N INTERSTATE DR 9424 N INTERSTATE DR
[993] 9424 N INTERSTATE DR 500 SPRING RIDGE DR
[995] 500 SPRING RIDGE DR 740 COLONIAL DR
[997] 7777 HENNESSY BLVD SUITE 1000 9785 TOWN CENTRE DR
[999] 9785 TOWN CENTRE DR 13625 SOUTH CHOCTAW DR
[ reached getOption("max.print") -- omitted 31452 entries ]
2712 Levels: & DISORDERS 1 COMMERCE DRIVE STE 200 1 EASY ST 1 GBC PLAZA ... WSCA CONTRACT-DUNS #05518-9732cat_descp = mydata$VENDOR.CITY
cat_descp [1] BATON ROUGE BATON ROUGE BAKER
[4] BATON ROUGE NEW IBERIA BATON ROUGE
[7] BATON ROUGE BATON ROUGE BATON ROUGE
[10] SHREVEPORT SHREVEPORT SHREVEPORT
[13] SHREVEPORT TUSTIN DENHAM SPRINGS
[16] METAIRIE BATON ROUGE ROUND ROCK
[19] BATON ROUGE RUTHERFORD BATON ROUGE
[22] BATON ROUGE ALEXANDRIA ALEXANDRIA
[25] ALEXANDRIA CHANTILLY CHANTILLY
[28] CHANTILLY CHANTILLY MONTGOMERYVILLE
[31] MONTGOMERYVILLE MONTGOMERYVILLE BURLINGTON ONTARIO L7L 5N8
[34] ALEXANDRIA ALEXANDRIA ALEXANDRIA
[37] BATON ROUGE BATON ROUGE WASHINGTON
[40] WASHINGTON WASHINGTON WASHINGTON
[43] WASHINGTON NEW IBERIA NEW IBERIA
[46] NEW IBERIA NEW IBERIA BATON ROUGE
[49] BATON ROUGE BATON ROUGE BATON ROUGE
[52] SUGAR LAND SUGAR LAND BATON ROUGE
[55] BATON ROUGE BATON ROUGE BATON ROUGE
[58] BATON ROUGE BATON ROUGE BATON ROUGE
[61] BATON ROUGE BATON ROUGE BATON ROUGE
[64] BATON ROUGE BATON ROUGE FAIRFIELD
[67] FAIRFIELD FAIRFIELD FAIRFIELD
[70] FAIRFIELD FAIRFIELD FAIRFIELD
[73] FAIRFIELD FAIRFIELD FAIRFIELD
[76] FAIRFIELD FAIRFIELD FAIRFIELD
[79] FAIRFIELD FAIRFIELD FAIRFIELD
[82] FAIRFIELD FAIRFIELD FAIRFIELD
[85] FAIRFIELD FAIRFIELD FAIRFIELD
[88] FAIRFIELD FAIRFIELD FAIRFIELD
[91] FAIRFIELD FAIRFIELD FAIRFIELD
[94] FAIRFIELD ZACHARY DULUTH
[97] BATON ROUGE SLIDELL SLIDELL
[100] SLIDELL MADISON PALO ALTO
[103] PALO ALTO PALO ALTO PALO ALTO
[106] PALO ALTO NEW ORLEANS PINE GROVE
[109] BATON ROUGE BATON ROUGE ROCHESTER
[112] ROCHESTER EUNICE BATON ROUGE
[115] BATON ROUGE BAKER BAKER
[118] BAKER BAKER BAKER
[121] BAKER BAKER BAKER
[124] BATON ROUGE BATON ROUGE BATON ROUGE
[127] BATON ROUGE VERNON HILLS ROCHESTER HILLS
[130] METAIRIE METAIRIE METAIRIE
[133] BATON ROUGE ROUND ROCK ROUND ROCK
[136] ROUND ROCK ROUND ROCK ROUND ROCK
[139] BATON ROUGE BATON ROUGE PORT ALLEN
[142] BATON ROUGE AUSTIN BATON ROUGE
[145] BATON ROUGE BATON ROUGE ALEXANDRIA
[148] ALEXANDRIA BATON ROUGE BATON ROUGE
[151] LISLE BATON ROUGE BATON ROUGE
[154] BOONTON BOONTON BOONTON
[157] BOONTON BOONTON BOONTON
[160] BOONTON BOONTON BOONTON
[163] BOONTON BATON ROUGE BATON ROUGE
[166] BATON ROUGE ST GABRIEL BATON ROUGE
[169] BATON ROUGE BATON ROUGE BATON ROUGE
[172] BATON ROUGE MUSCATINE MUSCATINE
[175] MUSCATINE MUSCATINE MUSCATINE
[178] BATON ROUGE BATON ROUGE BATON ROUGE
[181] DUSON BATON ROUGE BATON ROUGE
[184] GRETNA ALEXANDRIA ALEXANDRIA
[187] ALEXANDRIA MADISONVILLE MADISONVILLE
[190] BATON ROUGE BATON ROUGE BATON ROUGE
[193] NEW ORLEANS BROOKHAVEN BATON ROUGE
[196] BATON ROUGE BATON ROUGE GREENWELL SPRINGS
[199] BATON ROUGE BATON ROUGE BATON ROUGE
[202] BATON ROUGE BATON ROUGE BATON ROUGE
[205] BATON ROUGE BATON ROUGE BATON ROUGE
[208] BATON ROUGE SULPHUR BATON ROUGE
[211] ROUND ROCK ROUND ROCK BATON ROUGE
[214] UNIONTOWN UNIONTOWN UNIONTOWN
[217] UNIONTOWN NEW IBERIA NEW IBERIA
[220] LOS ANGELES LOS ANGELES LOS ANGELES
[223] LOS ANGELES MUSCATINE MUSCATINE
[226] MUSCATINE MUSCATINE MUSCATINE
[229] MUSCATINE MUSCATINE MUSCATINE
[232] MUSCATINE MUSCATINE MUSCATINE
[235] MUSCATINE MUSCATINE MUSCATINE
[238] MUSCATINE MUSCATINE MUSCATINE
[241] MUSCATINE MUSCATINE MANDEVILLE
[244] MUSCATINE MUSCATINE MUSCATINE
[247] MUSCATINE MUSCATINE MUSCATINE
[250] MUSCATINE NORCROSS ALEXANDRIA
[253] ALEXANDRIA ALEXANDRIA NORCROSS
[256] BATON ROUGE BATON ROUGE BATON ROUGE
[259] BATON ROUGE BATON ROUGE BATON ROUGE
[262] BATON ROUGE BATON ROUGE WALKER
[265] MANDEVILLE MANDEVILLE MANDEVILLE
[268] RIDGEFIELD RIDGEFIELD BATON ROUGE
[271] ESCONDIDO LAFAYETTE LAFAYETTE
[274] LAFAYETTE LAFAYETTE LAFAYETTE
[277] BATON ROUGE BATON ROUGE BATON ROUGE
[280] BATON ROUGE PLANO BATON ROUGE
[283] BATON ROUGE BATON ROUGE BATON ROUGE
[286] MUSCATINE MUSCATINE MUSCATINE
[289] MUSCATINE MUSCATINE MUSCATINE
[292] MUSCATINE MUSCATINE MUSCATINE
[295] MUSCATINE MUSCATINE MUSCATINE
[298] HARAHAN BATON ROUGE NEW ROADS
[301] GONZALES ROUND ROCK ROUND ROCK
[304] ROUND ROCK SIMI VALLEY TUSTIN
[307] WASHINGTON ROUND ROCK ROUND ROCK
[310] ROUND ROCK ROUND ROCK ROUND ROCK
[313] ROUND ROCK BATON ROUGE ROUND ROCK
[316] ROUND ROCK ROUND ROCK ROUND ROCK
[319] ROUND ROCK ROUND ROCK ROUND ROCK
[322] BATON ROUGE BATON ROUGE BATON ROUGE
[325] BATON ROUGE BATON ROUGE BATON ROUGE
[328] ZACHARY BATON ROUGE BATON ROUGE
[331] BATON ROUGE BATON ROUGE BATON ROUGE
[334] BATON ROUGE BATON ROUGE NORRIS
[337] NORRIS MANHATTAN ROUND ROCK
[340] ROUND ROCK ROUND ROCK ROUND ROCK
[343] LAKE MARY ROUND ROCK ROUND ROCK
[346] ROUND ROCK ROUND ROCK ROUND ROCK
[349] ROUND ROCK WESTMINSTER VERNON HILLS
[352] VERNON HILLS LUCAS LUCAS
[355] LUCAS LUCAS LUCAS
[358] LUCAS LUCAS LUCAS
[361] LUCAS LUCAS BATON ROUGE
[364] BATON ROUGE HARAHAN NEW ORLEANS
[367] BATON ROUGE BATON ROUGE NEW ORLEANS
[370] BATON ROUGE BATON ROUGE DAYTON
[373] DAYTON DAYTON DAYTON
[376] BATON ROUGE BATON ROUGE DENHAM SPRINGS
[379] DENHAM SPRINGS BATON ROUGE BATON ROUGE
[382] LEXINGTON BATON ROUGE BATON ROUGE
[385] NEW ORLEANS OAK CREEK OAK CREEK
[388] OAK CREEK OAK CREEK OAK CREEK
[391] OAK CREEK OAK CREEK OAK CREEK
[394] OAK CREEK OAK CREEK OAK CREEK
[397] OAK CREEK OAK CREEK OAK CREEK
[400] OAK CREEK OAK CREEK OAK CREEK
[403] OAK CREEK OAK CREEK OAK CREEK
[406] OAK CREEK OAK CREEK OAK CREEK
[409] NEW IBERIA NEW IBERIA METAIRIE
[412] BATON ROUGE AUSTELL AUSTELL
[415] AUSTELL AUSTELL AUSTELL
[418] AUSTELL BATON ROUGE BATON ROUGE
[421] BATON ROUGE BATON ROUGE BATON ROUGE
[424] BATON ROUGE BATON ROUGE ALEXANDRIA
[427] WEST WARWICK WEST WARWICK WEST WARWICK
[430] WEST WARWICK WEST WARWICK WEST WARWICK
[433] WEST WARWICK WEST WARWICK WEST WARWICK
[436] WEST WARWICK WEST WARWICK WEST WARWICK
[439] WEST WARWICK BATON ROUGE BATON ROUGE
[442] BATON ROUGE BATON ROUGE BATON ROUGE
[445] BATON ROUGE BATON ROUGE BATON ROUGE
[448] BATON ROUGE BATON ROUGE BATON ROUGE
[451] BATON ROUGE BATON ROUGE BATON ROUGE
[454] BATON ROUGE BATON ROUGE BATON ROUGE
[457] BATON ROUGE BATON ROUGE BATON ROUGE
[460] BATON ROUGE BATON ROUGE BATON ROUGE
[463] BATON ROUGE BATON ROUGE BATON ROUGE
[466] BATON ROUGE BATON ROUGE BATON ROUGE
[469] BATON ROUGE BATON ROUGE BATON ROUGE
[472] BATON ROUGE BATON ROUGE BATON ROUGE
[475] BATON ROUGE BATON ROUGE BATON ROUGE
[478] BATON ROUGE BATON ROUGE BATON ROUGE
[481] BATON ROUGE BATON ROUGE BATON ROUGE
[484] BATON ROUGE BATON ROUGE BATON ROUGE
[487] BATON ROUGE BATON ROUGE BATON ROUGE
[490] BATON ROUGE BATON ROUGE BATON ROUGE
[493] BATON ROUGE BATON ROUGE BATON ROUGE
[496] BATON ROUGE BATON ROUGE NEW IBERIA
[499] NEW IBERIA NEW IBERIA NEW IBERIA
[502] NEW IBERIA NEW IBERIA NEW IBERIA
[505] KANSAS CITY ALEXANDRIA BATON ROUGE
[508] MUSCATINE MUSCATINE BATON ROUGE
[511] NEW ORLEANS NEW ORLEANS SEATTLE
[514] NEW IBERIA PALO ALTO BATON ROUGE
[517] BATON ROUGE NEW ORLEANS NEW ORLEANS
[520] NEW ORLEANS NEW ORLEANS ROUND ROCK
[523] PLANO BATON ROUGE BATON ROUGE
[526] BATON ROUGE BATON ROUGE BATON ROUGE
[529] BATON ROUGE ZACHARY BATON ROUGE
[532] BATON ROUGE BATON ROUGE BATON ROUGE
[535] BATON ROUGE BATON ROUGE BATON ROUGE
[538] BATON ROUGE BATON ROUGE BATON ROUGE
[541] BATON ROUGE BATON ROUGE BATON ROUGE
[544] BATON ROUGE BATON ROUGE BATON ROUGE
[547] BATON ROUGE BATON ROUGE BATON ROUGE
[550] BATON ROUGE BATON ROUGE BATON ROUGE
[553] BATON ROUGE BATON ROUGE BATON ROUGE
[556] BATON ROUGE SANTA CLARA SANTA CLARA
[559] SANTA CLARA SANTA CLARA SANTA CLARA
[562] SANTA CLARA SANTA CLARA SANTA CLARA
[565] SANTA CLARA SANTA CLARA SANTA CLARA
[568] SANTA CLARA SANTA CLARA SANTA CLARA
[571] SANTA CLARA SANTA CLARA SANTA CLARA
[574] SANTA CLARA SANTA CLARA SANTA CLARA
[577] SANTA CLARA SANTA CLARA SANTA CLARA
[580] SANTA CLARA SANTA CLARA SANTA CLARA
[583] SANTA CLARA SANTA CLARA SANTA CLARA
[586] SANTA CLARA SANTA CLARA SANTA CLARA
[589] SANTA CLARA SANTA CLARA SANTA CLARA
[592] SANTA CLARA SANTA CLARA SANTA CLARA
[595] SANTA CLARA SANTA CLARA SANTA CLARA
[598] SANTA CLARA SANTA CLARA SANTA CLARA
[601] SANTA CLARA SANTA CLARA SANTA CLARA
[604] SANTA CLARA SANTA CLARA SANTA CLARA
[607] SANTA CLARA SANTA CLARA SANTA CLARA
[610] SANTA CLARA SANTA CLARA SANTA CLARA
[613] SANTA CLARA SANTA CLARA SANTA CLARA
[616] SANTA CLARA SANTA CLARA BATON ROUGE
[619] HERMOSA BEACH HERMOSA BEACH HERMOSA BEACH
[622] HERMOSA BEACH BATON ROUGE TALLAHASSEE
[625] ZACHARY LAS VEGAS GEISMAR
[628] CINCINNATI BATON ROUGE BATON ROUGE
[631] FRAMINGHAM FRAMINGHAM FRAMINGHAM
[634] ROUND ROCK ROUND ROCK HARAHAN
[637] HARAHAN ROUND ROCK BATON ROUGE
[640] NEW ORLEANS NEW ORLEANS NEW ORLEANS
[643] NEW ORLEANS NEW ORLEANS NEW ORLEANS
[646] NEW ORLEANS NEW ORLEANS NEW ORLEANS
[649] NEW ORLEANS NEW ORLEANS NEW ORLEANS
[652] BATON ROUGE BATON ROUGE BATON ROUGE
[655] BATON ROUGE BATON ROUGE BATON ROUGE
[658] BATON ROUGE SAN DIEGO BAKER
[661] BAKER BATON ROUGE BATON ROUGE
[664] BATON ROUGE BATON ROUGE BATON ROUGE
[667] BATON ROUGE BATON ROUGE BATON ROUGE
[670] BATON ROUGE BATON ROUGE BATON ROUGE
[673] BATON ROUGE ZACHARY ZACHARY
[676] BATON ROUGE SAN DIEGO BATON ROUGE
[679] BATON ROUGE BATON ROUGE BATON ROUGE
[682] METAIRIE METAIRIE METAIRIE
[685] METAIRIE METAIRIE METAIRIE
[688] METAIRIE BATON ROUGE BATON ROUGE
[691] ROUND ROCK SOMERSET BATON ROUGE
[694] BATON ROUGE BATON ROUGE BATON ROUGE
[697] FT WORTH FT WORTH FT WORTH
[700] FT WORTH FT WORTH FT WORTH
[703] FT WORTH FT WORTH PRAIRIEVILLE
[706] PRAIRIEVILLE PRAIRIEVILLE DELRAY BEACH
[709] DELRAY BEACH BATON ROUGE BATON ROUGE
[712] ROUND ROCK ROUND ROCK ROUND ROCK
[715] ROUND ROCK ROUND ROCK ROUND ROCK
[718] ROUND ROCK REDLANDS REDLANDS
[721] REDLANDS REDLANDS REDLANDS
[724] REDLANDS REDLANDS REDLANDS
[727] REDLANDS REDLANDS REDLANDS
[730] REDLANDS REDLANDS METAIRIE
[733] METAIRIE BATON ROUGE BURLINGTON ONTARIO L7L 5N8
[736] BURLINGTON ONTARIO L7L 5N8 BURLINGTON ONTARIO L7L 5N8 RUTHERFORD
[739] BATON ROUGE BATON ROUGE BATON ROUGE
[742] BATON ROUGE BATON ROUGE BAKER
[745] LAFAYETTE LAFAYETTE BATON ROUGE
[748] BATON ROUGE BATON ROUGE DENHAM SPRINGS
[751] NORCROSS NORCROSS NORCROSS
[754] CAMP HILL CAMP HILL CAMP HILL
[757] CAMP HILL WAYNE PALO ALTO
[760] PALO ALTO PALO ALTO PALO ALTO
[763] PALO ALTO ROUND ROCK ROUND ROCK
[766] BATON ROUGE BATON ROUGE BROUSSARD
[769] BATON ROUGE BATON ROUGE LAKE CHARLES
[772] AUGUSTA AUGUSTA BATON ROUGE
[775] LEXINGTON BATON ROUGE BATON ROUGE
[778] BATON ROUGE BATON ROUGE BATON ROUGE
[781] BATON ROUGE BATON ROUGE BATON ROUGE
[784] BATON ROUGE BATON ROUGE BATON ROUGE
[787] BLUE SPRINGS BATON ROUGE BATON ROUGE
[790] BATON ROUGE BATON ROUGE BATON ROUGE
[793] BATON ROUGE HARAHAN BATON ROUGE
[796] BATON ROUGE BATON ROUGE BATON ROUGE
[799] LOS ANGELES BATON ROUGE BATON ROUGE
[802] BATON ROUGE BATON ROUGE WATERBURY
[805] BAKER BATON ROUGE BATON ROUGE
[808] BATON ROUGE BATON ROUGE BATON ROUGE
[811] BATON ROUGE BATON ROUGE BATON ROUGE
[814] BATON ROUGE BATON ROUGE BATON ROUGE
[817] BATON ROUGE BATON ROUGE BATON ROUGE
[820] BATON ROUGE BATON ROUGE BATON ROUGE
[823] BATON ROUGE BATON ROUGE BATON ROUGE
[826] SPRING VALLEY SPRING VALLEY EUSTIS
[829] EUSTIS EUSTIS BATON ROUGE
[832] BATON ROUGE BATON ROUGE BATON ROUGE
[835] BATON ROUGE BATON ROUGE BATON ROUGE
[838] BATON ROUGE CHANTILLY CHANTILLY
[841] CHANTILLY CHANTILLY CHANTILLY
[844] CHANTILLY CHANTILLY CHANTILLY
[847] CHANTILLY CHANTILLY CHANTILLY
[850] CHANTILLY CHANTILLY CHANTILLY
[853] CHANTILLY CHANTILLY CHANTILLY
[856] CHANTILLY CHANTILLY ST GABRIEL
[859] ST GABRIEL ST GABRIEL ST GABRIEL
[862] ST GABRIEL ST GABRIEL ST GABRIEL
[865] ST GABRIEL ST GABRIEL ST GABRIEL
[868] ST GABRIEL ST GABRIEL ST GABRIEL
[871] ST GABRIEL ST GABRIEL ST GABRIEL
[874] ST GABRIEL BATON ROUGE BATON ROUGE
[877] HARAHAN BATON ROUGE BATON ROUGE
[880] NEW ORLEANS METAIRIE WESTERVILLE
[883] BATON ROUGE BATON ROUGE BATON ROUGE
[886] BATON ROUGE ALEXANDRIA FAIRFIELD
[889] FAIRFIELD ALEXANDRIA ALEXANDRIA
[892] ALEXANDRIA ALEXANDRIA ALEXANDRIA
[895] ALEXANDRIA ALEXANDRIA ALEXANDRIA
[898] ALEXANDRIA BATON ROUGE BATON ROUGE
[901] BATON ROUGE BATON ROUGE TEMPE
[904] BATON ROUGE BATON ROUGE BATON ROUGE
[907] BATON ROUGE FORT MYERS BATON ROUGE
[910] BATON ROUGE BATON ROUGE BATON ROUGE
[913] BATON ROUGE BATON ROUGE BATON ROUGE
[916] BATON ROUGE BATON ROUGE BATON ROUGE
[919] BATON ROUGE BATON ROUGE HINCKLEY
[922] NEW ORLEANS BATON ROUGE BATON ROUGE
[925] BATON ROUGE BATON ROUGE BATON ROUGE
[928] BATON ROUGE BATON ROUGE BATON ROUGE
[931] BATON ROUGE GRAY BATON ROUGE
[934] BATON ROUGE BATON ROUGE BATON ROUGE
[937] BATON ROUGE BATON ROUGE GRAY
[940] GRAY BATON ROUGE BATON ROUGE
[943] ARLINGTON ARLINGTON ARLINGTON
[946] ARLINGTON ARLINGTON PALO ALTO
[949] PALO ALTO PALO ALTO PALO ALTO
[952] PALO ALTO GRAPEVINE GRAPEVINE
[955] GRAPEVINE GRAPEVINE BATON ROUGE
[958] BATON ROUGE BATON ROUGE BATON ROUGE
[961] BATON ROUGE BATON ROUGE BATON ROUGE
[964] BATON ROUGE BATON ROUGE METAIRIE
[967] BATON ROUGE BATON ROUGE BATON ROUGE
[970] BATON ROUGE NEW ORLEANS NEW ORLEANS
[973] NEW ORLEANS NEW ORLEANS BATON ROUGE
[976] WASHINGTON HAMMOND FAIRFIELD
[979] FAIRFIELD FAIRFIELD FAIRFIELD
[982] FAIRFIELD FAIRFIELD FAIRFIELD
[985] FAIRFIELD BATON ROUGE HOUSTON
[988] LAFAYETTE BATON ROUGE BATON ROUGE
[991] BATON ROUGE BATON ROUGE BATON ROUGE
[994] READING READING BATON ROUGE
[997] BATON ROUGE SAN DIEGO SAN DIEGO
[1000] BATON ROUGE
[ reached getOption("max.print") -- omitted 31452 entries ]
686 Levels: ABITA SPRINGS ACWORTH ADAMS CENTER ADDIS ADDISON ALBANY ALEXANDRIA ALLEN ALPHARETTA ... ZACHARYVendor State
vendor_state = mydata$VENDOR.STATE
vendor_state [1] LA LA LA LA LA LA LA LA LA LA LA LA LA CA LA LA LA TX LA NJ LA LA LA LA LA VA VA VA VA PA PA PA , LA LA
[36] LA LA LA DC DC DC DC DC LA LA LA LA LA LA LA LA TX TX LA LA LA LA LA LA LA LA LA LA LA LA NJ NJ NJ NJ NJ
[71] NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ LA GA LA LA LA LA WI CA CA CA CA
[106] CA LA LA LA LA NY NY LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA IL MI LA LA LA LA TX TX TX TX TX LA LA
[141] LA LA TX LA LA LA LA LA LA LA IL LA LA NJ NJ NJ NJ NJ NJ NJ NJ NJ NJ LA LA LA LA LA LA LA LA LA IA IA IA
[176] IA IA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA MS LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA
[211] TX TX LA OH OH OH OH LA LA CA CA CA CA IA IA IA IA IA IA IA IA IA IA IA IA IA IA IA IA IA IA IA LA IA IA
[246] IA IA IA IA IA GA LA LA LA GA LA LA LA LA LA LA LA LA LA LA LA LA NJ NJ LA CA LA LA LA LA LA LA LA LA LA
[281] TX LA LA LA LA IA IA IA IA IA IA IA IA IA IA IA IA LA LA LA LA TX TX TX CA CA DC TX TX TX TX TX TX LA TX
[316] TX TX TX TX TX TX LA LA LA LA LA LA LA LA LA LA LA LA LA LA TN TN KS TX TX TX TX FL TX TX TX TX TX TX CO
[351] IL IL TX TX TX TX TX TX TX TX TX TX LA LA LA LA LA LA LA LA LA OH OH OH OH LA LA LA LA LA LA NC LA LA LA
[386] WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI WI LA LA LA LA GA GA GA GA GA GA LA LA
[421] LA LA LA LA LA LA RI RI RI RI RI RI RI RI RI RI RI RI RI LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA
[456] LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA
[491] LA LA LA LA LA LA LA LA LA LA LA LA LA LA MO LA LA IA IA LA LA LA WA LA CA LA LA LA LA LA LA TX TX LA LA
[526] LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA CA CA CA CA
[561] CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA
[596] CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA CA LA CA CA CA CA LA FL LA NV LA OH LA LA
[631] MA MA MA TX TX LA LA TX LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA CA LA LA LA LA LA LA
[666] LA LA LA LA LA LA LA LA LA LA LA CA LA LA LA LA LA LA LA LA LA LA LA LA LA TX NJ LA LA LA LA TX TX TX TX
[701] TX TX TX TX LA LA LA FL FL LA LA TX TX TX TX TX TX TX CA CA CA CA CA CA CA CA CA CA CA CA CA LA LA LA ,
[736] , , NJ LA LA LA LA LA LA LA LA LA LA LA LA GA GA GA PA PA PA PA PA CA CA CA CA CA TX TX LA LA LA LA LA
[771] LA GA GA LA KY LA LA LA LA LA LA LA LA LA LA LA MO LA LA LA LA LA LA LA LA LA LA LA CA LA LA LA LA CT LA
[806] LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA NY NY FL FL FL LA LA LA LA LA LA LA LA VA VA
[841] VA VA VA VA VA VA VA VA VA VA VA VA VA VA VA VA VA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA
[876] LA LA LA LA LA LA OH LA LA LA LA LA NJ NJ LA LA LA LA LA LA LA LA LA LA LA LA LA AZ LA LA LA LA FL LA LA
[911] LA LA LA LA LA LA LA LA LA LA MN LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA VA VA VA
[946] VA VA CA CA CA CA CA TX TX TX TX LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA LA DC LA NJ NJ NJ
[981] NJ NJ NJ NJ NJ LA TX LA LA LA LA LA LA PA PA LA LA CA CA LA
[ reached getOption("max.print") -- omitted 31452 entries ]
49 Levels: , AL AR AZ CA CD CO CT DC FL GA IA ID IL IN KS KY LA MA MD ME MI MN MO MS NC ND NE NH NJ NM ... WVvendor zip
vendor_zip = mydata$VENDOR.ZIP
vendor_zip [1] 70817 70806 70714 70802 70560-0516 70895 70895 70895 70895
[10] 71107 71107 71107 71107 92780 70726 70001 70895 78682
[19] 70817 7070 70804-4314 70802-6407 71301 71301 71301 20151 20151
[28] 20151 20151 18936 18936 18936 CANADA 71301 71301 71301
[37] 70808 70808 20005 20005 20005 20005 20005 70560 70560
[46] 70560 70560 70802-6054 70808-3538 70810 70802-6762 77487-0765 77487-0765 70806-1277
[55] 70808 70814-5003 70814-5003 70814-5003 70814-5003 70814-5003 70814-5003 70814-5003 70814-5003
[64] 70814-5003 70814-5003 7004 7004 7004 7004 7004 7004 7004
[73] 7004 7004 7004 7004 7004 7004 7004 7004 7004
[82] 7004 7004 7004 7004 7004 7004 7004 7004 7004
[91] 7004 7004 7004 7004 70791 30096 70808 70458 70458
[100] 70458 53707-7488 94304 94304 94304 94304 94304 70128 70453-7513
[109] 70814 70814 14623 14623 70535 70806 70812 70714 70714
[118] 70714 70714 70714 70714 70714 70714 70802 70815 70815
[127] 70809 60061-9740 48309 70001 70001 70001 70801 78682 78682
[136] 78682 78682 78682 70816-4234 70806 70767 70809 78746 70809
[145] 70809 70816 71301 71301 70806 70802 60532 70808 70808
[154] 7005 7005 7005 7005 7005 7005 7005 7005 7005
[163] 7005 70809-1966 70809-1966 70809-1966 70776 70195 70195 70809 70809
[172] 70809 52761 52761 52761 52761 52761 70814 70810 70806-5723
[181] 70529 70801 70802 70054 71301 71301 71301 70448 70448
[190] 70808 70802 70802 70130 39602 70809 70809 70809 70739-0315
[199] 70809 70809 70809 70809 70809 70809 70809 70809 70809
[208] 70809 70665 70808 78682 78682 70802 44685 44685 44685
[217] 44685 70560-0516 70560-0516 90012 90012 90012 90012 52761 52761
[226] 52761 52761 52761 52761 52761 52761 52761 52761 52761
[235] 52761 52761 52761 52761 52761 52761 52761 52761 70471-2954
[244] 52761 52761 52761 52761 52761 52761 52761 30071 71301
[253] 71301 71301 30071 70807 70807 70807 70807 70807 70807
[262] 70801 70806 70785 70471 70471 70471 7657 7657 70820
[271] 92029 70507-2481 70507-2481 70507-2481 70507-2481 70507-2481 70809 70809 70815
[280] 70809-0000 75075 70809 70809 70808 70817 52761 52761 52761
[289] 52761 52761 52761 52761 52761 52761 52761 52761 52761
[298] 70123 70817-1545 70760-2727 70737 78682 78682 78682 93065 92780
[307] 20037-1350 78682 78682 78682 78682 78682 78682 70808 78682
[316] 78682 78682 78682 78682 78682 78682 70806 70806 70810
[325] 70810 70815 70815 70791 70816 70815 70816 70815 70806
[334] 70806 70808 37828-0785 37828-0785 66502 78682 78682 78682 78682
[343] 32746-4790 78682 78682 78682 78682 78682 78682 80021 60061-9740
[352] 60061-9740 75002 75002 75002 75002 75002 75002 75002 75002
[361] 75002 75002 70806 70806 70123 70128 70817 70806-7916 70124
[370] 70806 70806 45458 45458 45458 45458 70808 70817 70726
[379] 70726 70810 70810 27292 70806 70802 70118 53154 53154
[388] 53154 53154 53154 53154 53154 53154 53154 53154 53154
[397] 53154 53154 53154 53154 53154 53154 53154 53154 53154
[406] 53154 53154 53154 70560 70560 70006 70801 30106 30106
[415] 30106 30106 30106 30106 70802 70816 70816 70806 70806
[424] 70806 70806 71301 2893 2893 2893 2893 2893 2893
[433] 2893 2893 2893 2893 2893 2893 2893 70809-1966 70809-1966
[442] 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966
[451] 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966
[460] 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966
[469] 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966
[478] 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966
[487] 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966 70809-1966
[496] 70809-1966 70809-1966 70560 70560 70560 70560 70560 70560 70560
[505] 64121-9335 71301 70816-4024 52761 52761 70714 70122 70122 98104
[514] 70560 94304 70808 70815 70122 70122 70122 70122 78682
[523] 75075 70815 70815 70815 70814-5003 70802 70802 70791 70816-4018
[532] 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018
[541] 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018
[550] 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 70816-4018 95050 95050
[559] 95050 95050 95050 95050 95050 95050 95050 95050 95050
[568] 95050 95050 95050 95050 95050 95050 95050 95050 95050
[577] 95050 95050 95050 95050 95050 95050 95050 95050 95050
[586] 95050 95050 95050 95050 95050 95050 95050 95050 95050
[595] 95050 95050 95050 95050 95050 95050 95050 95050 95050
[604] 95050 95050 95050 95050 95050 95050 95050 95050 95050
[613] 95050 95050 95050 95050 95050 70819-2712 90254 90254 90254
[622] 90254 70801 32311 70791 89169 70734 45242 70815 70801
[631] 1701 1701 1701 78682 78682 70123 70123 78682 70805
[640] 70113 70113 70113 70113 70113 70113 70113 70113 70113
[649] 70113 70113 70113 70806-7916 70806-7916 70802-6034 70802-6034 70802-6034 70802-6034
[658] 70802-6034 92121 70704-0707 70704-0707 70806-1502 70806-1502 70806-1502 70806-1502 70806-1502
[667] 70806-1502 70806-1502 70806-1502 70806-1502 70806-1502 70806-1502 70806-1502 70791-0310 70791-0310
[676] 70809 92122 70801 70801 70801 70802 70002 70002 70002
[685] 70002 70002 70002 70002 70810 70816 78682 8873 70802
[694] 70810 70806 70806 76107 76107 76107 76107 76107 76107
[703] 76107 76107 70769-0960 70769-0960 70769-0960 33445 33445 70806-1502 70809
[712] 78682 78682 78682 78682 78682 78682 78682 92373-8100 92373-8100
[721] 92373-8100 92373-8100 92373-8100 92373-8100 92373-8100 92373-8100 92373-8100 92373-8100 92373-8100
[730] 92373-8100 92373-8100 70002 70002 70802-5720 CANADA CANADA CANADA 7070
[739] 70809 70810-3846 70810-2826 70809 70806-7916 70714 70507-4533 70507-4533 70809-0000
[748] 70769 70802 70706 30092 30092 30092 17011 17011 17011
[757] 17011 19087 94304 94304 94304 94304 94304 78682 78682
[766] 70814 70814 70518 70816 70810 70615 30901 30901 70806
[775] 40511-2631 70802-2937 70802-2937 70802-2937 70802-2937 70802-2937 70806-4150 70806-4150 70806-4150
[784] 70806-4150 70806-4150 70806-4150 64014 70806 70802 70802 70802 70801
[793] 70802 70123 70808 70808 70807 70810-2879 90008 70816 70802
[802] 70806 70835-2126 6702 70704-0157 70809 70817 70817 70817 70817
[811] 70817 70817 70817 70817 70817 70817 70817 70817 70817
[820] 70817 70817 70817 70817 70817 70810 10977 10977 32726
[829] 32726 32726 70809 70809 70809 70809 70802 70802 70802
[838] 70802 20151 20151 20151 20151 20151 20151 20151 20151
[847] 20151 20151 20151 20151 20151 20151 20151 20151 20151
[856] 20151 20151 70776 70776 70776 70776 70776 70776 70776
[865] 70776 70776 70776 70776 70776 70776 70776 70776 70776
[874] 70776 70802-6407 70809 70123 70809 70805 70114 70002 43082
[883] 70817 70817 70817 70817 71301 7004 7004 71301 71301
[892] 71301 71301 71301 71301 71301 71301 71301 70820 70814-4018
[901] 70802 70812 85280 70769 70769 70803-2606 70802-6114 33912 70810
[910] 70809 70809 70809 70809 70815 70802 70802 70802 70802
[919] 70809-3482 70802 55037 70117 70895-5389 70821 70806 70806 70806
[928] 70808 70806 70806 70806 70359 70821 70806 70802 70802
[937] 70821 70806 70359 70359 70821 70821 22201 22201 22201
[946] 22201 22201 94304 94304 94304 94304 94304 76051 76051
[955] 76051 76051 70809-4230 70809-4230 70802 70802 70802 70802 70802
[964] 70802 70805 70001 70817 70817 70817 70895-5447 70122 70122
[973] 70122 70122 70802 20036 70401 7004 7004 7004 7004
[982] 7004 7004 7004 7004 70896-6504 77056 70596-0430 70809 70813
[991] 70809 70809 70809 19610 19610 70806 70808 92121 92121
[1000] 70815
[ reached getOption("max.print") -- omitted 31452 entries ]
1361 Levels: , 01821-3487 01824-4105 01888-3377 02199-7610 02241-4857 02322-9908 06371-1518 ... M5H 2V1total items
total_items = mydata$TOTAL.ITEMS
total_items [1] 1 1 1 1 1 3 3 3 1 4 4 4 4 1 1 1 1 1 1 1 1 1 3 3 3 4 4 4 4 3 3 3 1 3 3
[36] 3 2 2 5 5 5 5 5 4 4 4 4 1 1 1 1 1 1 1 1 7 7 7 7 7 7 4 4 4 4 7 7 7 7 7
[71] 7 6 6 6 6 6 6 9 9 9 9 9 9 9 9 9 8 8 8 8 8 8 8 8 1 1 1 1 1 1 1 5 5 5 5
[106] 5 1 1 1 1 2 2 1 1 1 8 8 8 8 8 8 8 8 1 2 2 1 1 1 3 3 3 1 5 5 5 5 5 1 1
[141] 1 1 1 1 1 1 2 2 1 1 1 2 2 10 10 10 10 10 10 10 10 10 10 5 5 5 1 2 2 3 3 3 5 5 5
[176] 5 5 1 1 1 1 1 1 1 3 3 3 2 2 1 1 1 1 1 1 1 1 1 1 9 9 9 9 9 9 9 9 9 1 1
[211] 2 2 1 4 4 4 4 2 2 4 4 4 4 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 1 7 7
[246] 7 7 7 7 7 1 4 4 4 1 6 6 6 6 6 6 1 1 1 3 3 3 2 2 1 1 5 5 5 5 5 2 2 1 1
[281] 1 2 2 1 1 12 12 12 12 12 12 12 12 12 12 12 12 1 1 1 1 3 3 3 4 1 1 6 6 6 6 6 6 1 1
[316] 4 4 4 4 2 2 1 1 2 2 2 2 1 1 1 1 1 1 1 1 3 3 1 4 4 4 4 1 4 4 4 4 2 2 1
[351] 2 2 21 21 21 21 21 21 21 21 21 21 2 2 1 1 1 1 1 1 1 4 4 4 4 1 1 2 2 2 2 1 1 1 1
[386] 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 23 2 2 1 1 6 6 6 6 6 6 1 2
[421] 2 3 3 3 1 2 13 13 13 13 13 13 13 13 13 13 13 13 13 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58
[456] 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58 58
[491] 58 58 58 58 58 58 58 8 8 8 8 8 8 8 1 3 1 2 2 1 2 2 1 1 1 1 1 4 4 4 4 2 1 3 3
[526] 3 1 1 1 1 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 61 61 61 61
[561] 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61
[596] 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 61 1 9 9 9 9 1 1 1 1 1 1 1 1
[631] 3 3 3 2 2 2 2 1 1 13 13 13 13 13 13 13 13 13 13 13 13 2 2 9 9 9 9 9 1 2 2 12 12 12 12
[666] 12 12 12 12 12 12 12 12 2 2 1 1 3 3 3 1 8 8 8 8 8 8 8 1 1 1 1 1 1 2 2 8 8 8 8
[701] 8 8 8 8 3 3 3 5 5 1 1 7 7 7 7 7 7 7 14 14 14 14 14 14 14 14 14 14 14 14 14 4 4 1 3
[736] 3 3 1 1 1 1 2 1 1 1 1 1 1 1 1 3 3 3 4 4 4 4 1 5 5 5 5 5 2 2 2 2 1 1 1
[771] 1 2 2 1 1 5 5 5 5 5 6 6 6 6 6 6 1 1 3 3 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[806] 1 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 1 3 3 3 3 3 5 5 5 5 4 4 4 4 19 19
[841] 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 17 1
[876] 1 1 1 1 1 1 1 4 4 4 4 3 2 2 5 5 5 5 5 4 4 4 4 1 1 1 1 1 1 1 1 1 1 1 6
[911] 6 6 6 1 4 4 4 4 1 1 1 1 1 1 3 3 3 1 2 2 1 1 1 1 2 2 1 1 2 2 1 1 5 5 5
[946] 5 5 5 5 5 5 5 4 4 4 4 2 2 6 6 6 6 6 6 1 1 3 3 3 1 4 4 4 4 1 1 1 4 4 6
[981] 6 6 6 6 6 1 1 1 1 1 4 4 4 2 2 1 1 2 2 4
[ reached getOption("max.print") -- omitted 31452 entries ]item unit cost
item_unit_cost = mydata$ITEM.UNIT.COST
item_unit_cost [1] 302.51 3544.00 100000.00 172500.00 590812.00 890000.00 2000000.00 1310000.00 1818505.00
[10] 202.52 202.52 208.60 235.61 1740.00 238895.00 2777705.75 2500000.00 1371.25
[19] 593337.50 11834.00 385.00 6450.00 570.00 3973.00 18238.00 111.85 7.16
[28] 235.61 2789.00 748.00 1762.00 24898.00 6791.00 365.00 4531.00 20902.00
[37] 65199.00 24801.00 153.89 1790.88 153.89 323.99 444.69 111.69 6.00
[46] 199.00 23134.00 9600.00 9800.00 9600.00 9800.00 407.00 299.00 4500.00
[55] 4500.00 350.00 36.00 195.00 28.50 28.00 2250.00 58.76 168.19
[64] 49.67 336.44 0.00 9.95 22.00 21.00 18.00 254.17 0.00
[73] 9.95 22.00 21.00 18.00 254.17 0.04 0.00 23.00 24.06
[82] 9.95 22.00 21.00 18.00 287.59 0.04 0.00 23.00 24.06
[91] 9.95 22.00 18.00 287.59 28284.50 40417.00 9950.00 6000.00 5000.00
[100] 2000.00 110257.89 107.38 107.38 107.38 83.15 413.08 33976.00 50000.00
[109] 1583625.05 138283.15 550.00 550.00 12539.87 5000.00 5000.00 700.80 464.00
[118] 380.00 982.80 480.00 576.00 691.20 836.00 16000.00 290.40 498.60
[127] 22925.00 1699.00 18528.00 163.00 789.00 1189.00 17500.00 42.99 27.99
[136] 258.89 331.52 1037.66 45.78 22688.40 72.00 186.90 2300.00 186.90
[145] 186.90 6794.00 628.00 28164.00 14760.00 16000.00 17500.00 4950.00 4950.00
[154] 1913.00 70.00 1795.00 1913.00 70.00 1795.00 1913.00 1795.00 70.00
[163] 1795.00 35.00 8.40 8.40 0.69 8971.00 40156.00 145.00 1470.00
[172] 13800.00 492.57 923.62 165.00 480.37 601.50 4554.00 16000.00 284127.64
[181] 15000.00 199050.00 960.00 22000.00 2.00 100.00 23884.00 400.00 7078.00
[190] 90000.00 11500.00 407000.00 1600.00 7194.00 11925.00 24300.00 23700.00 15950.00
[199] 13750.00 750.00 84.00 104.00 13071.00 11617.00 10303.00 9159.00 6888.00
[208] 6225.00 4.76 17360.00 242.79 1083.46 16900.00 133.30 133.30 133.30
[217] 133.30 925843.88 9063156.12 1102.50 165.38 5149.78 49670.34 242.97 242.97
[226] 351.78 351.78 16.12 94.87 94.87 73.44 94.87 75.37 75.37
[235] 573.75 573.75 460.12 460.12 122.25 122.25 562.12 562.12 14970.00
[244] 308.88 127.87 200.62 31.96 190.87 124.12 329.55 42403.51 365.00
[253] 4531.00 20902.00 27334.87 7.10 6.10 5.10 5.10 5.10 5.10
[262] 75000.00 8000.00 684900.00 750.00 3749.00 6819.00 995.00 4995.00 75000.00
[271] 14910.00 6.00 6.00 155.00 155.00 75.00 3359.42 13437.67 240.00
[280] 3200.00 13265.00 155.00 2328.70 15750.00 129.00 280.12 310.50 99.00
[289] 291.37 216.84 109.87 64.12 382.12 372.75 214.87 537.70 211.77
[298] 22000.00 40000.00 17475.00 13600.00 242.79 42.99 1324.54 16890.00 3400.00
[307] 20832.50 25.02 166.74 889.00 25.02 166.74 826.11 27850.00 1294.20
[316] 242.79 25.02 166.74 1135.15 195.74 1485.28 24106.00 424615.00 37.00
[325] 850.00 3800.00 4400.00 5000.00 5000.00 5000.00 5000.00 8500.00 175.00
[334] 24817.00 192412.00 704.17 500.00 130995.17 31.18 242.79 195.74 1458.28
[343] 30060.00 123.24 1550.27 123.24 1550.27 242.79 242.79 982.88 315.00
[352] 8262.19 200.00 300.00 990.00 97.50 643.72 135.00 85.00 11.00
[361] 11.00 1291.93 2610.00 5040.00 7717.00 26998.00 17455.50 10000.00 150300.00
[370] 299332.00 81487.00 600.00 3000.00 40296.00 29763.00 281208.00 15000.00 455482.00
[379] 4189492.00 395.00 4590.00 3400.00 334202.00 1455.33 49126.00 140.00 1350.00
[388] 657.00 1015.00 1134.00 1015.00 455.00 1350.00 2009.00 594.00 136.00
[397] 136.00 136.00 136.00 856.00 498.00 82.00 82.00 82.00 82.00
[406] 114.00 709.00 238.00 29589.00 29589.00 18000.00 15000.00 60.00 475.00
[415] 95.00 1500.00 10.00 250.00 700000.00 799.00 5675.00 715882.00 18005.19
[424] 16112.81 206024.00 23884.00 395.00 32.00 734.00 225.00 8.00 69.00
[433] 15.00 15.00 7.50 7.00 6.50 12.00 36.00 13.16 24.67
[442] 21.62 68.62 53.34 62.98 53.34 65.56 55.46 571.05 202.80
[451] 35.48 17.86 59.69 19.03 22.56 16.21 12.22 4.93 88.12
[460] 178.13 178.83 171.78 162.62 144.52 133.71 119.85 85.07 168.02
[469] 168.02 325.00 205.86 199.51 233.35 204.92 174.37 233.59 167.79
[478] 271.19 259.44 242.28 228.65 288.58 244.63 233.59 223.01 212.44
[487] 3.52 118.67 110.68 244.63 78.02 33.60 31.72 10.81 10.81
[496] 49.82 16.68 375.00 945.00 261.00 755.00 660.00 10389.00 20241.00
[505] 6000.00 23884.00 6841.78 283.14 216.84 4326.88 8.00 329.99 14161.00
[514] 49570.00 13716.84 17120.00 40000.00 424.49 978.75 602.02 300.63 303.29
[523] 24635.00 401.04 4398.89 1515.89 595.00 10000.00 46400.00 1800.00 508.00
[532] 120.00 120.00 118.00 1220.00 1.00 362.00 236.00 639.00 123.00
[541] 129.00 39.00 559.00 349.00 37.00 74.00 44.00 61.00 2.00
[550] 338.00 242.00 79.00 190.00 405.00 387.00 446.00 1975.00 19.60
[559] 2.53 37.00 26.75 22.75 695.00 183.00 202.00 107.00 40.00
[568] 68.50 182.00 144.00 158.00 134.00 565.00 165.00 460.00 430.00
[577] 16.50 196.00 121.00 83.00 72.00 46.00 33.25 25.25 22.75
[586] 250.00 149.00 105.00 980.00 263.00 465.00 1650.00 33.10 23.25
[595] 85.00 1058.00 13.25 149.00 1715.00 6005.00 4.75 32.60 2.40
[604] 13.25 26.80 22.85 18.65 18.65 18.65 18.65 501.50 2.40
[613] 26.60 22.75 240.00 220.00 1572.00 96267.00 5000.00 5000.00 10000.00
[622] 2000.00 56000.00 17650.00 17400.00 12000.00 12786.00 50.68 17300.00 4400.00
[631] 600.00 16605.00 1383.75 242.79 1890.39 2000.00 147247.00 10367.42 13324.35
[640] 100911.28 272722.71 299085.00 38309.88 90457.46 97112.67 314817.27 260086.83 372493.19
[649] 8268.28 84651.52 61083.91 395320.00 1661645.00 3440.00 3440.00 5200.00 5200.00
[658] 2600.00 7120.00 21800.00 50880.00 750.00 750.00 750.00 750.00 275.00
[667] 4134.00 498.00 1002.00 516.00 656.00 275.00 4786.00 16300.00 65210.00
[676] 10000.00 1474.00 2132.00 2132.00 1066.00 6000.00 200.00 7897.09 32369.19
[685] 1674.00 9139.53 4812.75 27078.49 5000.00 5000.00 144.49 10.56 22781.00
[694] 5419.00 4994.00 208069.00 50.00 18.50 15.00 13.50 13.50 11.60
[703] 10.00 8.15 75.00 85.00 1250.00 568.00 4.19 117.61 4295.00
[712] 42.89 35.74 142.99 159.49 1459.26 49.59 48.70 4575.34 2068.49
[721] 10000.00 105.48 175.00 1500.00 500.00 500.00 500.00 1200.00 1500.00
[730] 1200.00 3000.00 85.60 1271.00 12000.00 400.00 1750.00 8137.00 10282.00
[739] 15600.00 22800.00 1100000.00 142000.00 16227.00 62500.00 649.00 234.50 2083.00
[748] 16200.00 14800.00 100.00 183.33 220.00 2099.00 12080.00 938.52 5056.00
[757] 2780.00 39817.89 4967.08 1239.42 217.00 584.22 2023.08 381.00 242.79
[766] 249812.64 50187.36 4170.00 240.00 16800.00 100.00 137.50 9900.00 100.00
[775] 3725.00 605.00 730.00 1027.00 1034.00 795.00 90.00 175.00 110.00
[784] 110.00 285.00 180.00 28055.69 50000.00 15743.30 4335.00 18207.56 65250.00
[793] 5579.80 10896.00 19200.00 12000.00 15000.00 10000.00 1027.20 21336.00 25000.00
[802] 25000.00 25000.00 24100.00 2400.00 17500.00 125.00 54.00 296.10 125.00
[811] 719.10 125.00 75.60 107.10 44.10 584.10 125.00 44.10 107.10
[820] 674.10 125.00 75.60 89.10 1079.10 7840.00 417.75 4847.00 300.00
[829] 8.00 469.00 24.86 0.45 0.40 199.90 68812.13 47141.72 33866.15
[838] 180.00 7447.49 6870.48 36374.36 2728.08 2728.08 18187.19 13640.41 9093.59
[847] 7041.53 3520.78 1056.24 2112.50 2101.90 1056.24 10562.27 2112.50 14083.04
[856] 1056.24 10273.49 1.60 1.60 652.00 10.70 130.00 624.00 5.33
[865] 122.00 148.00 1100.00 2450.00 2190.00 6.00 12.71 17.68 25.00
[874] 100.00 15800.00 17000.00 90000.00 10500.00 5000.00 5000.00 39000.00 17745.00
[883] 100.00 350.00 350.00 350.00 23884.00 0.04 287.45 870.00 950.00
[892] 1155.00 3973.00 18238.00 595.00 395.00 628.00 28164.00 2400.00 10096.12
[901] 10096.12 12980.77 12500.00 7400.00 32400.00 5490.00 12000.00 12000.00 75000.00
[910] 5000.00 2370.65 1250.00 2370.65 16400.00 10672.89 19124.75 17062.36 9433.00
[919] 96000.00 48000.00 393750.00 150000.00 5000.00 114500.00 1550.77 146927.56 561.67
[928] 30000.00 308670.00 491330.00 59900.00 5833.33 48000.00 40000.00 16139.00 93861.00
[937] 80000.00 48000.00 200.00 4583.33 20200.00 38500.00 18.00 18.00 20.00
[946] 7.00 269.00 199.99 19.20 19.20 40.82 19.20 742.40 654.40
[955] 548.80 7636.00 1098.00 1199.00 4421.55 735.00 6450.00 9570.00 1950.00
[964] 2500.00 5220.00 102.70 54.00 125.00 517.50 19944.00 5.28 19.36
[973] 28.42 363.16 24000.00 17500.00 16964.00 9.49 296.48 0.00 254.17
[982] 0.00 93.34 0.00 93.34 30000.00 125000.00 15136.50 186.90 2300.00
[991] 3565.15 2572.12 26020.41 8.87 76.80 17500.00 60000.00 6370.89 17800.00
[1000] 6997.68
[ reached getOption("max.print") -- omitted 31452 entries ]item total cost
item_total_cost = mydata$ITEM.TOTAL.COST
item_total_cost [1] 302.51 7088.00 100000.00 172500.00 590812.00 890000.00 2000000.00 1310000.00 1818505.00
[10] 1012.60 1012.60 3129.00 1178.05 15660.00 238895.00 2777705.75 2500000.00 41137.50
[19] 593337.50 11834.00 2310.00 6450.00 2280.00 15892.00 72952.00 559.25 71.60
[28] 2356.10 13945.00 1496.00 3524.00 24898.00 13582.00 365.00 4531.00 20902.00
[37] 65199.00 24801.00 3077.80 1790.88 3077.80 8423.74 7115.04 335.07 18.00
[46] 597.00 69402.00 9600.00 9800.00 9600.00 9800.00 10582.00 9867.00 4500.00
[55] 4500.00 1400.00 144.00 780.00 114.00 224.00 9000.00 58.76 1681.90
[64] 993.40 3364.40 20.00 59.70 132.00 126.00 108.00 1525.02 20.00
[73] 59.70 132.00 126.00 108.00 1525.02 88.75 16.50 138.00 144.36
[82] 59.70 132.00 126.00 108.00 1725.54 96.25 16.50 138.00 144.36
[91] 59.70 132.00 108.00 1725.54 28284.50 40417.00 9950.00 6000.00 5000.00
[100] 2000.00 110257.89 107.38 107.38 107.38 83.15 413.08 33976.00 50000.00
[109] 1583625.05 138283.15 7425.00 7425.00 12539.87 5000.00 5000.00 4204.80 2784.00
[118] 2280.00 5896.80 2880.00 3456.00 4147.20 5016.00 16000.00 1742.40 2991.60
[127] 22925.00 212375.00 18528.00 11084.00 3156.00 20213.00 17500.00 429.90 279.90
[136] 5177.80 3315.20 10376.60 5493.60 22688.40 79999.92 1121.40 2300.00 1121.40
[145] 1121.40 13588.00 3140.00 140820.00 14760.00 16000.00 17500.00 4950.00 4950.00
[154] 1913.00 2170.00 1795.00 1913.00 1540.00 1795.00 1913.00 1795.00 13510.00
[163] 1795.00 35.00 126.00 336.00 59999.71 8971.00 40156.00 580.00 1470.00
[172] 13800.00 5910.84 923.62 330.00 480.37 1203.00 36432.00 16000.00 284127.64
[181] 15000.00 199050.00 11520.00 22000.00 8.00 100.00 23884.00 400.00 7078.00
[190] 90000.00 11500.00 407000.00 1600.00 7194.00 11925.00 24300.00 23700.00 15950.00
[199] 13750.00 750.00 504.00 624.00 13071.00 11617.00 10303.00 9159.00 6888.00
[208] 6225.00 9996.00 17360.00 242.79 1083.46 16900.00 1333.00 1333.00 2399.40
[217] 3199.20 925843.88 9063156.12 1102.50 165.38 5149.78 49670.34 485.94 971.88
[226] 351.78 703.56 80.60 94.87 94.87 220.32 94.87 75.37 150.74
[235] 573.75 1147.50 460.12 920.24 122.25 244.50 562.12 1124.24 14970.00
[244] 1235.52 127.87 200.62 63.92 381.74 248.24 6591.00 42403.51 365.00
[253] 4531.00 20902.00 27334.87 35.50 61.00 204.00 280.50 433.50 306.00
[262] 75000.00 8000.00 684900.00 750.00 3749.00 6819.00 995.00 4995.00 75000.00
[271] 14910.00 1500.00 1500.00 38750.00 38750.00 18750.00 3359.42 13437.67 1920.00
[280] 3200.00 13265.00 465.00 6986.10 15750.00 129.00 280.12 621.00 99.00
[289] 291.37 4770.48 109.87 128.24 382.12 2236.50 429.74 1075.40 1270.62
[298] 22000.00 40000.00 17475.00 13600.00 2427.90 429.90 13245.40 16890.00 3400.00
[307] 166660.00 50.04 333.48 1778.00 250.20 1667.40 8261.10 27850.00 25884.00
[316] 2427.90 250.20 1667.40 11351.50 195.74 1485.28 24106.00 424615.00 27602.00
[325] 1700.00 3800.00 4400.00 5000.00 5000.00 5000.00 5000.00 8500.00 1575.00
[334] 24817.00 192412.00 5633.36 500.00 130995.17 31.18 242.79 195.74 1458.28
[343] 30060.00 123.24 1550.27 246.48 3100.54 242.79 485.58 982.88 3150.00
[352] 8262.19 200.00 300.00 9900.00 975.00 6437.20 1350.00 850.00 440.00
[361] 110.00 12919.30 2610.00 5040.00 7717.00 26998.00 17455.50 10000.00 150300.00
[370] 299332.00 81487.00 600.00 3000.00 40296.00 29763.00 281208.00 15000.00 455482.00
[379] 4189492.00 1975.00 4590.00 34000.00 334202.00 17463.96 49126.00 140.00 1350.00
[388] 657.00 1015.00 1134.00 1015.00 455.00 1350.00 2009.00 594.00 136.00
[397] 136.00 136.00 136.00 856.00 498.00 82.00 82.00 82.00 82.00
[406] 114.00 709.00 238.00 29589.00 29589.00 18000.00 15000.00 60.00 475.00
[415] 1235.00 1500.00 120.00 3000.00 700000.00 799.00 5675.00 715882.00 18005.19
[424] 16112.81 206024.00 23884.00 395.00 256.00 734.00 225.00 240.00 690.00
[433] 30.00 30.00 112.50 105.00 97.50 120.00 360.00 13.16 24.67
[442] 21.62 68.62 480.06 62.98 160.02 131.12 277.30 571.05 1419.60
[451] 141.92 35.72 59.69 19.03 90.24 129.68 61.10 34.51 176.24
[460] 178.13 178.83 171.78 162.62 289.04 267.42 119.85 255.21 672.08
[469] 840.10 325.00 411.72 399.02 233.35 409.84 348.74 700.77 503.37
[478] 271.19 518.88 242.28 228.65 288.58 733.89 1167.95 223.01 849.76
[487] 21.12 118.67 110.68 489.26 78.02 134.40 253.76 205.39 194.58
[496] 99.64 83.40 375.00 945.00 261.00 755.00 660.00 10389.00 20241.00
[505] 6000.00 23884.00 6841.78 1415.70 2168.40 4326.88 8.00 1979.94 14161.00
[514] 49570.00 13716.84 17120.00 40000.00 1273.47 4893.75 3010.10 601.26 9705.28
[523] 24635.00 3208.32 35191.12 12127.12 35700.00 10000.00 46400.00 1800.00 508.00
[532] 6000.00 600.00 590.00 6100.00 10.00 362.00 236.00 2556.00 123.00
[541] 129.00 78.00 559.00 349.00 185.00 370.00 176.00 61.00 32.00
[550] 338.00 1936.00 158.00 190.00 405.00 387.00 446.00 1975.00 235.20
[559] 126.50 370.00 668.75 910.00 695.00 183.00 202.00 214.00 40.00
[568] 68.50 182.00 144.00 158.00 134.00 565.00 165.00 460.00 860.00
[577] 247.50 1176.00 726.00 498.00 720.00 460.00 831.25 631.25 910.00
[586] 1000.00 596.00 420.00 980.00 263.00 1860.00 1650.00 33.10 46.50
[595] 170.00 4232.00 53.00 596.00 1715.00 6005.00 166.25 326.00 84.00
[604] 463.75 536.00 685.50 373.00 373.00 373.00 652.75 17552.50 24.00
[613] 106.40 204.75 2400.00 2200.00 15720.00 192534.00 5000.00 5000.00 10000.00
[622] 30000.00 56000.00 17650.00 17400.00 12000.00 12786.00 25342.45 17300.00 4400.00
[631] 600.00 16605.00 83025.00 242.79 1890.39 2000.00 147247.00 10367.42 13324.35
[640] 100911.28 272722.71 299085.00 38309.88 90457.46 97112.67 314817.27 260086.83 372493.19
[649] 8268.28 84651.52 61083.91 395320.00 1661645.00 3440.00 3440.00 5200.00 5200.00
[658] 2600.00 7120.00 21800.00 50880.00 750.00 750.00 750.00 750.00 275.00
[667] 4134.00 498.00 1002.00 516.00 656.00 275.00 4786.00 16300.00 65210.00
[676] 10000.00 10318.00 2132.00 2132.00 1066.00 6000.00 200.00 7897.09 32369.19
[685] 1674.00 9139.53 4812.75 27078.49 5000.00 5000.00 288.98 31690.56 22781.00
[694] 5419.00 4994.00 208069.00 50.00 55.50 390.00 877.50 1093.50 939.60
[703] 1800.00 1222.50 75.00 170.00 1250.00 568.00 12570.00 1058.49 4295.00
[712] 128.67 107.22 428.97 956.94 4377.78 49.59 97.40 4575.34 2068.49
[721] 10000.00 15822.00 17500.00 1500.00 500.00 500.00 500.00 6000.00 1500.00
[730] 1200.00 3000.00 256.80 3813.00 12000.00 400.00 1750.00 8137.00 10282.00
[739] 15600.00 22800.00 1100000.00 142000.00 16227.00 62500.00 7139.00 10787.00 20830.00
[748] 16200.00 14800.00 300.00 183.33 3740.00 2099.00 36240.00 2815.56 15168.00
[757] 8340.00 39817.89 9934.16 2478.84 868.00 1168.44 4046.16 1143.00 728.37
[766] 249812.64 50187.36 4170.00 2880.00 16800.00 300.00 962.50 9900.00 300.00
[775] 3725.00 4840.00 5840.00 8216.00 8272.00 6360.00 540.00 2100.00 660.00
[784] 660.00 1710.00 2160.00 84167.07 50000.00 15743.30 4335.00 18207.56 65250.00
[793] 5579.80 21792.00 19200.00 12000.00 15000.00 10000.00 30816.00 21336.00 25000.00
[802] 25000.00 25000.00 24100.00 2400.00 17500.00 500.00 702.00 3849.30 750.00
[811] 1438.20 3000.00 302.40 107.10 44.10 3504.60 1000.00 88.20 214.20
[820] 1348.20 2250.00 151.20 178.20 3237.30 7840.00 1671.00 19388.00 300.00
[829] 96.00 5628.00 223.74 0.45 0.40 1799.10 68812.13 47141.72 33866.15
[838] 180.00 7447.49 6870.48 36374.36 2728.08 2728.08 18187.19 13640.41 9093.59
[847] 7041.53 3520.78 1056.24 2112.50 2101.90 1056.24 10562.27 2112.50 14083.04
[856] 1056.24 10273.49 1.60 1.60 652.00 10.70 130.00 624.00 5.33
[865] 122.00 148.00 1100.00 2450.00 2190.00 102.00 12.71 17.68 25.00
[874] 600.00 15800.00 17000.00 90000.00 10500.00 5000.00 5000.00 39000.00 17745.00
[883] 100.00 350.00 1050.00 2800.00 23884.00 274.79 3449.40 870.00 950.00
[892] 1155.00 3973.00 18238.00 595.00 395.00 628.00 28164.00 2400.00 10096.12
[901] 10096.12 12980.77 12500.00 7400.00 32400.00 5490.00 12000.00 12000.00 75000.00
[910] 5000.00 2370.65 7500.00 7111.95 16400.00 10672.89 19124.75 17062.36 9433.00
[919] 96000.00 48000.00 393750.00 150000.00 5000.00 114500.00 1550.77 146927.56 561.67
[928] 30000.00 308670.00 491330.00 59900.00 69999.96 48000.00 40000.00 16139.00 93861.00
[937] 80000.00 48000.00 2400.00 54999.96 20200.00 38500.00 144.00 144.00 160.00
[946] 56.00 2152.00 199.99 38.40 38.40 81.64 38.40 742.40 654.40
[955] 548.80 7636.00 1098.00 1199.00 4421.55 735.00 6450.00 9570.00 1950.00
[964] 2500.00 5220.00 1232.40 12582.00 29125.00 517.50 19944.00 95.04 348.48
[973] 511.56 6536.88 24000.00 17500.00 16964.00 94.90 2964.80 16.00 2287.53
[982] 18.00 840.06 18.00 840.06 30000.00 125000.00 15136.50 1495.20 2300.00
[991] 3565.15 2572.12 26020.41 718.47 6220.80 17500.00 60000.00 6370.89 17800.00
[1000] 69976.80
[ reached getOption("max.print") -- omitted 31452 entries ]unique id
unique_ID = mydata$UNIQUE.ID
unique_ID [1] VO0141510001 RQ0374370001 RQ0329620001 RQ0297510001 PO1708480001 PO1708470003 PO1708470002 PO1708470001
[9] PO1708460001 PO1708450004 PO1708450003 PO1708450002 PO1708450001 PO1708440001 PO1708430001 PO1708420001
[17] PO1708410001 PO1708400001 PO1708390001 PO1708380001 PO1708370001 PO1708360001 PO1708350003 PO1708350002
[25] PO1708350001 PO1708340004 PO1708340003 PO1708340002 PO1708340001 PO1708330003 PO1708330002 PO1708330001
[33] PO1708320001 PO1708310003 PO1708310002 PO1708310001 PO1708300002 PO1708300001 PO1708290005 PO1708290004
[41] PO1708290003 PO1708290002 PO1708290001 PO1708280004 PO1708280003 PO1708280002 PO1708280001 PO1708270001
[49] PO1708260001 PO1708250001 PO1708240001 PO1708230001 PO1708220001 PO1708210001 PO1708200001 PO1708190007
[57] PO1708190005 PO1708190004 PO1708190003 PO1708190002 PO1708190001 PO1708180004 PO1708180003 PO1708180002
[65] PO1708180001 PO1708170007 PO1708170006 PO1708170005 PO1708170004 PO1708170002 PO1708170001 PO1708160006
[73] PO1708160005 PO1708160004 PO1708160003 PO1708160002 PO1708160001 PO1708150009 PO1708150008 PO1708150007
[81] PO1708150006 PO1708150005 PO1708150004 PO1708150003 PO1708150002 PO1708150001 PO1708140008 PO1708140007
[89] PO1708140006 PO1708140005 PO1708140004 PO1708140003 PO1708140002 PO1708140001 PO1708130001 PO1708120001
[97] PO1708110001 PO1708100001 PO1708090001 PO1708080001 PO1708070001 PO1708060005 PO1708060004 PO1708060003
[105] PO1708060002 PO1708060001 PO1708050001 PO1708040001 PO1708030001 PO1708020001 PO1708010002 PO1708010001
[113] PO1708000001 PO1707990001 PO1707980001 PO1707970008 PO1707970007 PO1707970006 PO1707970005 PO1707970004
[121] PO1707970003 PO1707970002 PO1707970001 PO1707960001 PO1707950002 PO1707950001 PO1707940001 PO1707930001
[129] PO1707920001 PO1707910003 PO1707910002 PO1707910001 PO1707900001 PO1707890005 PO1707890004 PO1707890003
[137] PO1707890002 PO1707890001 PO1707880001 PO1707870001 PO1707860001 PO1707850001 PO1707840001 PO1707830001
[145] PO1707820001 PO1707810001 PO1707800002 PO1707800001 PO1707790001 PO1707780001 PO1707770001 PO1707760002
[153] PO1707760001 PO1707750010 PO1707750009 PO1707750008 PO1707750007 PO1707750006 PO1707750005 PO1707750004
[161] PO1707750003 PO1707750002 PO1707750001 PO1707740005 PO1707740002 PO1707740001 PO1707730001 PO1707720002
[169] PO1707720001 PO1707710003 PO1707710002 PO1707710001 PO1707700005 PO1707700004 PO1707700003 PO1707700002
[177] PO1707700001 PO1707690001 PO1707680001 PO1707670001 PO1707660001 PO1707650001 PO1707640001 PO1707630001
[185] PO1707620003 PO1707620002 PO1707620001 PO1707610002 PO1707610001 PO1707600001 PO1707590001 PO1707580001
[193] PO1707570001 PO1707560001 PO1707550001 PO1707540001 PO1707530001 PO1707520001 PO1707510001 PO1707500009
[201] PO1707500008 PO1707500007 PO1707500006 PO1707500005 PO1707500004 PO1707500003 PO1707500002 PO1707500001
[209] PO1707490001 PO1707480001 PO1707470002 PO1707470001 PO1707460001 PO1707450004 PO1707450003 PO1707450002
[217] PO1707450001 PO1707440002 PO1707440001 PO1707430004 PO1707430003 PO1707430002 PO1707430001 PO1707420019
[225] PO1707420018 PO1707420017 PO1707420016 PO1707420015 PO1707420014 PO1707420013 PO1707420012 PO1707420011
[233] PO1707420010 PO1707420009 PO1707420008 PO1707420007 PO1707420006 PO1707420005 PO1707420004 PO1707420003
[241] PO1707420002 PO1707420001 PO1707410001 PO1707400007 PO1707400006 PO1707400005 PO1707400004 PO1707400003
[249] PO1707400002 PO1707400001 PO1707390001 PO1707380003 PO1707380002 PO1707380001 PO1707370001 PO1707360006
[257] PO1707360005 PO1707360004 PO1707360003 PO1707360002 PO1707360001 PO1707350001 PO1707340001 PO1707330001
[265] PO1707320003 PO1707320002 PO1707320001 PO1707310002 PO1707310001 PO1707300001 PO1707290001 PO1707280005
[273] PO1707280004 PO1707280003 PO1707280002 PO1707280001 PO1707270002 PO1707270001 PO1707260001 PO1707250001
[281] PO1707240001 PO1707230002 PO1707230001 PO1707220001 PO1707210001 PO1707200012 PO1707200011 PO1707200010
[289] PO1707200009 PO1707200008 PO1707200007 PO1707200006 PO1707200005 PO1707200004 PO1707200003 PO1707200002
[297] PO1707200001 PO1707190001 PO1707180001 PO1707170001 PO1707160001 PO1707150003 PO1707150002 PO1707150001
[305] PO1707140001 PO1707130001 PO1707120001 PO1707110006 PO1707110005 PO1707110004 PO1707110003 PO1707110002
[313] PO1707110001 PO1707100001 PO1707090001 PO1707080004 PO1707080003 PO1707080002 PO1707080001 PO1707070002
[321] PO1707070001 PO1707060001 PO1707050001 PO1707040002 PO1707040001 PO1707030002 PO1707030001 PO1707020001
[329] PO1707010001 PO1707000001 PO1706990001 PO1706980001 PO1706970001 PO1706960001 PO1706950001 PO1706940002
[337] PO1706940001 PO1706930001 PO1706920004 PO1706920003 PO1706920002 PO1706920001 PO1706910001 PO1706900004
[345] PO1706900003 PO1706900002 PO1706900001 PO1706890002 PO1706890001 PO1706880001 PO1706870002 PO1706870001
[353] PO1706860021 PO1706860020 PO1706860016 PO1706860007 PO1706860006 PO1706860005 PO1706860004 PO1706860003
[361] PO1706860002 PO1706860001 PO1706850002 PO1706850001 PO1706840001 PO1706830001 PO1706820001 PO1706810001
[369] PO1706800001 PO1706790001 PO1706780001 PO1706770004 PO1706770003 PO1706770002 PO1706770001 PO1706760001
[377] PO1706750001 PO1706740002 PO1706740001 PO1706730002 PO1706730001 PO1706720001 PO1706710001 PO1706700001
[385] PO1706690001 PO1706680023 PO1706680022 PO1706680021 PO1706680020 PO1706680019 PO1706680018 PO1706680017
[393] PO1706680016 PO1706680015 PO1706680014 PO1706680013 PO1706680012 PO1706680011 PO1706680010 PO1706680009
[401] PO1706680008 PO1706680007 PO1706680006 PO1706680005 PO1706680004 PO1706680003 PO1706680002 PO1706680001
[409] PO1706670002 PO1706670001 PO1706660001 PO1706650001 PO1706640006 PO1706640005 PO1706640004 PO1706640003
[417] PO1706640002 PO1706640001 PO1706630001 PO1706620002 PO1706620001 PO1706610003 PO1706610002 PO1706610001
[425] PO1706600001 PO1706590001 PO1706580013 PO1706580012 PO1706580011 PO1706580010 PO1706580009 PO1706580008
[433] PO1706580007 PO1706580006 PO1706580005 PO1706580004 PO1706580003 PO1706580002 PO1706580001 PO1706570058
[441] PO1706570057 PO1706570056 PO1706570055 PO1706570054 PO1706570053 PO1706570052 PO1706570051 PO1706570050
[449] PO1706570049 PO1706570048 PO1706570047 PO1706570046 PO1706570045 PO1706570044 PO1706570043 PO1706570042
[457] PO1706570041 PO1706570040 PO1706570039 PO1706570038 PO1706570037 PO1706570036 PO1706570035 PO1706570034
[465] PO1706570033 PO1706570032 PO1706570031 PO1706570030 PO1706570029 PO1706570028 PO1706570027 PO1706570026
[473] PO1706570025 PO1706570024 PO1706570023 PO1706570022 PO1706570021 PO1706570020 PO1706570019 PO1706570018
[481] PO1706570017 PO1706570016 PO1706570015 PO1706570014 PO1706570013 PO1706570012 PO1706570011 PO1706570010
[489] PO1706570009 PO1706570008 PO1706570007 PO1706570006 PO1706570005 PO1706570004 PO1706570003 PO1706570002
[497] PO1706570001 PO1706560007 PO1706560006 PO1706560005 PO1706560004 PO1706560003 PO1706560002 PO1706560001
[505] PO1706550001 PO1706540001 PO1706530001 PO1706520002 PO1706520001 PO1706510001 PO1706500002 PO1706500001
[513] PO1706490001 PO1706480001 PO1706470001 PO1706460001 PO1706450001 PO1706440004 PO1706440003 PO1706440002
[521] PO1706440001 PO1706430002 PO1706420001 PO1706410003 PO1706410002 PO1706410001 PO1706400001 PO1706390001
[529] PO1706380001 PO1706370001 PO1706360027 PO1706360025 PO1706360024 PO1706360023 PO1706360022 PO1706360021
[537] PO1706360020 PO1706360019 PO1706360018 PO1706360017 PO1706360016 PO1706360015 PO1706360014 PO1706360013
[545] PO1706360012 PO1706360011 PO1706360010 PO1706360009 PO1706360008 PO1706360007 PO1706360006 PO1706360005
[553] PO1706360004 PO1706360003 PO1706360002 PO1706360001 PO1706350061 PO1706350060 PO1706350059 PO1706350058
[561] PO1706350057 PO1706350056 PO1706350055 PO1706350054 PO1706350053 PO1706350052 PO1706350051 PO1706350050
[569] PO1706350049 PO1706350048 PO1706350047 PO1706350046 PO1706350045 PO1706350044 PO1706350043 PO1706350042
[577] PO1706350041 PO1706350040 PO1706350039 PO1706350038 PO1706350037 PO1706350036 PO1706350035 PO1706350034
[585] PO1706350033 PO1706350032 PO1706350031 PO1706350030 PO1706350029 PO1706350028 PO1706350027 PO1706350026
[593] PO1706350025 PO1706350024 PO1706350023 PO1706350022 PO1706350021 PO1706350020 PO1706350019 PO1706350018
[601] PO1706350017 PO1706350016 PO1706350015 PO1706350014 PO1706350013 PO1706350012 PO1706350011 PO1706350010
[609] PO1706350009 PO1706350008 PO1706350007 PO1706350006 PO1706350005 PO1706350004 PO1706350003 PO1706350002
[617] PO1706350001 PO1706340001 PO1706330004 PO1706330003 PO1706330002 PO1706330001 PO1706320001 PO1706310001
[625] PO1706300001 PO1706290001 PO1706280001 PO1706270001 PO1706260001 PO1706250001 PO1706240003 PO1706240002
[633] PO1706240001 PO1706230002 PO1706230001 PO1706220002 PO1706220001 PO1706210001 PO1706200001 PO1706190013
[641] PO1706190011 PO1706190010 PO1706190009 PO1706190008 PO1706190007 PO1706190006 PO1706190005 PO1706190004
[649] PO1706190003 PO1706190002 PO1706190001 PO1706180002 PO1706180001 PO1706170009 PO1706170008 PO1706170003
[657] PO1706170002 PO1706170001 PO1706160001 PO1706150002 PO1706150001 PO1706140012 PO1706140011 PO1706140010
[665] PO1706140009 PO1706140008 PO1706140007 PO1706140006 PO1706140005 PO1706140004 PO1706140003 PO1706140002
[673] PO1706140001 PO1706130002 PO1706130001 PO1706120001 PO1706110001 PO1706100003 PO1706100002 PO1706100001
[681] PO1706090001 PO1706080007 PO1706080006 PO1706080005 PO1706080004 PO1706080003 PO1706080002 PO1706080001
[689] PO1706070001 PO1706060001 PO1706050001 PO1706040001 PO1706030001 PO1706020001 PO1706010002 PO1706010001
[697] PO1706000008 PO1706000007 PO1706000006 PO1706000005 PO1706000004 PO1706000003 PO1706000002 PO1706000001
[705] PO1705990003 PO1705990002 PO1705990001 PO1705980005 PO1705980001 PO1705970001 PO1705960006 PO1705950007
[713] PO1705950006 PO1705950005 PO1705950004 PO1705950003 PO1705950002 PO1705950001 PO1705940013 PO1705940012
[721] PO1705940011 PO1705940010 PO1705940009 PO1705940008 PO1705940007 PO1705940006 PO1705940005 PO1705940004
[729] PO1705940003 PO1705940002 PO1705940001 PO1705930002 PO1705930001 PO1705920001 PO1705910003 PO1705910002
[737] PO1705910001 PO1705900001 PO1705890001 PO1705880001 PO1705870001 PO1705860001 PO1705850001 PO1705840001
[745] PO1705830001 PO1705820001 PO1705810001 PO1705800001 PO1705790001 PO1705780001 PO1705770003 PO1705770002
[753] PO1705770001 PO1705760004 PO1705760003 PO1705760002 PO1705760001 PO1705750001 PO1705740005 PO1705740004
[761] PO1705740003 PO1705740002 PO1705740001 PO1705730002 PO1705730001 PO1705720002 PO1705720001 PO1705710001
[769] PO1705700001 PO1705690001 PO1705680001 PO1705670002 PO1705670001 PO1705660001 PO1705650001 PO1705640005
[777] PO1705640004 PO1705640003 PO1705640002 PO1705640001 PO1705630006 PO1705630005 PO1705630004 PO1705630003
[785] PO1705630002 PO1705630001 PO1705620001 PO1705610001 PO1705600003 PO1705600002 PO1705600001 PO1705590001
[793] PO1705580001 PO1705570001 PO1705560001 PO1705550001 PO1705540001 PO1705530001 PO1705520001 PO1705510001
[801] PO1705500001 PO1705480001 PO1705470001 PO1705460001 PO1705450001 PO1705440001 PO1705430018 PO1705430017
[809] PO1705430016 PO1705430015 PO1705430014 PO1705430013 PO1705430012 PO1705430011 PO1705430010 PO1705430009
[817] PO1705430008 PO1705430007 PO1705430006 PO1705430005 PO1705430004 PO1705430003 PO1705430002 PO1705430001
[825] PO1705420001 PO1705410003 PO1705410001 PO1705400003 PO1705400002 PO1705400001 PO1705390004 PO1705390003
[833] PO1705390002 PO1705390001 PO1705380004 PO1705380003 PO1705380002 PO1705380001 PO1705370019 PO1705370018
[841] PO1705370017 PO1705370016 PO1705370015 PO1705370014 PO1705370013 PO1705370012 PO1705370011 PO1705370010
[849] PO1705370009 PO1705370008 PO1705370007 PO1705370006 PO1705370005 PO1705370004 PO1705370003 PO1705370002
[857] PO1705370001 PO1705360017 PO1705360016 PO1705360015 PO1705360014 PO1705360013 PO1705360012 PO1705360011
[865] PO1705360010 PO1705360009 PO1705360008 PO1705360007 PO1705360006 PO1705360005 PO1705360004 PO1705360003
[873] PO1705360002 PO1705360001 PO1705350001 PO1705340001 PO1705330001 PO1705320001 PO1705310001 PO1705300001
[881] PO1705290001 PO1705280001 PO1705270004 PO1705270003 PO1705270002 PO1705270001 PO1705260001 PO1705250002
[889] PO1705250001 PO1705240005 PO1705240004 PO1705240003 PO1705240002 PO1705240001 PO1705230004 PO1705230003
[897] PO1705230002 PO1705230001 PO1705220001 PO1705210001 PO1705200001 PO1705190001 PO1705180001 PO1705170001
[905] PO1705160001 PO1705150001 PO1705140001 PO1705130001 PO1705120001 PO1705110006 PO1705110005 PO1705110002
[913] PO1705110001 PO1705100001 PO1705090004 PO1705090003 PO1705090002 PO1705090001 PO1705080001 PO1705070001
[921] PO1705060001 PO1705050001 PO1705040001 PO1705030001 PO1705020003 PO1705020002 PO1705020001 PO1705010001
[929] PO1705000002 PO1705000001 PO1704990001 PO1704980001 PO1704970001 PO1704960001 PO1704950002 PO1704950001
[937] PO1704940001 PO1704930001 PO1704920002 PO1704920001 PO1704910001 PO1704900001 PO1704890005 PO1704890004
[945] PO1704890003 PO1704890002 PO1704890001 PO1704880005 PO1704880004 PO1704880003 PO1704880002 PO1704880001
[953] PO1704870004 PO1704870003 PO1704870002 PO1704870001 PO1704860002 PO1704860001 PO1704850006 PO1704850005
[961] PO1704850004 PO1704850003 PO1704850002 PO1704850001 PO1704840001 PO1704830001 PO1704820003 PO1704820002
[969] PO1704820001 PO1704810001 PO1704800004 PO1704800003 PO1704800002 PO1704800001 PO1704790001 PO1704780001
[977] PO1704770001 PO1704760002 PO1704760001 PO1704750006 PO1704750005 PO1704750004 PO1704750003 PO1704750002
[985] PO1704750001 PO1704740001 PO1704730001 PO1704720001 PO1704710001 PO1704700001 PO1704690003 PO1704690002
[993] PO1704690001 PO1704680002 PO1704680001 PO1704670001 PO1704660001 PO1704650002 PO1704650001 PO1704640004
[ reached getOption("max.print") -- omitted 31452 entries ]
32452 Levels: P97007420001 PO0006550001 PO0105230001 PO0105230002 PO0105230003 PO0105230004 ... VO0141510001For CATEGORICAL variables it is useful to know the frequency of the different categories/levels of the variable. Hence, we will do that by using the table() function.
- Below you will see a frequency table for the vendor state and department name*
# Command to create a frequency table: variable_table = table(variable)
# variable_table
vendor_table= table(mydata$VENDOR.STATE)
vendor_table
, AL AR AZ CA CD CO CT DC FL GA IA ID IL IN KS KY
2 62 400 125 189 877 1 114 99 69 418 555 1089 14 330 180 76 100
LA MA MD ME MI MN MO MS NC ND NE NH NJ NM NV NY OH OK
20178 149 32 12 55 233 74 361 313 4 56 14 1633 3 12 210 180 9
OR PA RI SC SD TN TX UT VA VT WA WI WV
27 401 15 41 6 152 2561 77 295 3 60 583 3 dept_table = table(mydata$DEPARTMENT.NAME)
dept_table
ANIMAL CONTROL CENTER BATON ROUGE CONVENTION & VISTORS COMMISSION
79 4
BATON ROUGE RIVER CENTER CITY CONSTABLE
134 115
CITY COURT COMMUNITY DEVELOPMENT PROGRAMS
1412 1674
CONSTRUCTION PROJECTS CORONER
2224 47
COUNCIL ADMINISTRATOR COUNCIL BUDGET OFFICE
182 84
DEPARTMENT OF PUBLIC WORKS DEPT OF BUILDINGS AND GROUNDS
5523 326
DEPT OF BUSINESS OPERATIONS AND CAPITAL PRO DEPT OF DEVELOPMENT
107 69
DEPT OF FLEET MANAGEMENT DEPT OF MAINTENANCE
325 220
DEPT OF TRANSPORTATION AND DRAINAGE DISTRICT COURT
200 20
DOWNTOWN DEVELOPMENT DISTRICT EMERGENCY MEDICAL SERVICES
182 1640
FINANCE DEPARTMENT FIRE DEPARTMENT
758 498
FIRE PROTECTION DISTRICT GREATER BATON ROUGE AIRPORT DISTRICT
217 1677
HUMAN DEVELOPMENT AND SERVICES HUMAN RESOURCES
2733 561
INFORMATION SERVICES JUVENILE COURT
1156 1
JUVENILE SERVICES LIBRARY BOARD OF CONTROL
376 2620
METROPOLITAN COUNCIL MOSQUITO & RODENT CONTROL
186 413
MUNICIPAL FIRE & POLICE CIVIL SERVICE BOARD OFC. OF HOMELAND SECURITY & EMERGENCY PREPA
11 472
OFFICE OF THE MAYOR-PRESIDENT OUTSIDE AGENCIES
386 161
PARISH ATTORNEY PLANNING COMMISSION
259 138
POLICE DEPARTMENT PUBLIC INFORMATION OFFICE
4066 94
PURCHASING REGISTRAR OF VOTERS
253 43
RETIREMENT OFFICE ROAD REHABILITATION PROGRAM
4 607
SHERIFF'S OFFICE
195 Below is a frequency table of department name for values 1 through 10
dept_table = table(mydata$DEPARTMENT.NAME)
mydata$DEPARTMENT.NAME[1:10] [1] DEPARTMENT OF PUBLIC WORKS DEPARTMENT OF PUBLIC WORKS ROAD REHABILITATION PROGRAM
[4] COMMUNITY DEVELOPMENT PROGRAMS ROAD REHABILITATION PROGRAM CONSTRUCTION PROJECTS
[7] CONSTRUCTION PROJECTS CONSTRUCTION PROJECTS CONSTRUCTION PROJECTS
[10] POLICE DEPARTMENT
45 Levels: ANIMAL CONTROL CENTER BATON ROUGE CONVENTION & VISTORS COMMISSION ... SHERIFF'S OFFICEBelow is a frequency table of vendor state for values 1 through 10
vendor_table = table(mydata$VENDOR.STATE)
mydata$VENDOR.STATE[1:10] [1] LA LA LA LA LA LA LA LA LA LA
49 Levels: , AL AR AZ CA CD CO CT DC FL GA IA ID IL IN KS KY LA MA MD ME MI MN MO MS NC ND NE NH NJ NM ... WVNow, we will visualize some of the veriables to observe some patterns and differences.
First create a bar chart of the vendor state frequency table and department name frequency table Remember to extract the sales variable before calling it.
VARIABLES: vendor state and department name
Below is a plot of `department name. From the barplot below we can see that the values throughout the graph increase and decrease. There isn’t a clear trend.
# Plot a bar plot using the " barplot(variable) " command where variable is the extracted variable
barplot(dept_table)
From the barplot below we can see that CA has the highest value, whereas the rest of the values are much less.
barplot(vendor_table[1:10])
Next, create a histogram of vendor state frequency table and department name frequency table
The histogram below is that of the department table which has the data of ‘department name’. From the image below we can conclude that there is a downward trend, given that it starts a very high point and then decreases for the remainder of the graph
# Plot a histogram using the " hist(variable) " command where variable is the extracted variable
hist(dept_table)
histfunction (x, ...)
UseMethod("hist")
<bytecode: 0x000000000bd24f10>
<environment: namespace:graphics>hist(vendor_table)
histfunction (x, ...)
UseMethod("hist")
<bytecode: 0x000000000bd24f10>
<environment: namespace:graphics>boxplot(vendor_table)Error in Axis.table(x = c(1, 15, 99, 313, 583), side = 2) :
only for 1-D table
box_table= boxplot(dept_table)Error in Axis.table(x = c(1, 107, 220, 607, 1156), side = 2) :
only for 1-D table
What are some observable differences between the boxplot and the histogram? Please record your observations here. Based on the histograms and boxplots above. The histograms seem to be giving a better representation of the data given that we can see value (that of our x and y axis) giving us a better view and understanding of what the data is saying. With the boxplot we are unable to see the increases and decreases whereas with the histograms we can.
Lastly, create a pie chart of vendor state frequency table. Plot only values greather than 10.
VARIABLE: Vendor State
# Plot a pie chart using:
# pie(variable) (command to make a pie chart)
# To get only values greather than N from a frequency table use:
# new_table = my_table[ my_table > N ] (command to select values greather than N)
new_table = vendor_table[ vendor_table > 10 ]
pie(new_table)
Why is this visual not a good representation of the data? What makes the barplot a better representation? the pie chart above is not a good representation of the data because you are unable to identify the data name or the amount. It is not legible and we have no values associated with the names
Task 2
Lets explore the Illinois Tax dataset (READ the “state_tax_illinois.csv” file) and create a scatterplot of corporate tax vs. personal income tax.
The dataset start in 1994 but we want to tax revenue since 2000 for the first quarter of the year “Q1”
VARIABLES: personal_income_tax and corporate_income_tax
mydata = read.csv("data/state_tax_illinois.csv")
mydata# To change the way that R shows very large or small values we can use the following command:
options(scipen = 9999)
# read the dataset extract the year variable and order the dataset by year in decreasing order using the command:
year = mydata$year
# mydata = mydata[order(year, decreasing = TRUE),] (! Order the data in decreasing order)
mydata = mydata[order(year,decreasing = TRUE),]
mydata# From the ordered dataset Extract personal_income_tax variable
Personal_IT = mydata$personal_income_tax
# From the ordered dataset Extract corporate_income_tax variable
corporate_IT= mydata$corporate_income_tax
plot(Personal_IT,corporate_IT)
plot(mydata)
The previous task focused on visualizing one variable. A good way to visualize two variables would be a scatter plot or a correlation matrix. Below you will see a plot of our personal IT and our corporate IT
# Plot personal_income_tax vs. corporate_income_tax
# personal_income_tax will be on the x-axis
# corporate_income_tax will be on the y-axis
plot(Personal_IT,corporate_IT)
plot(mydata)
- Select only entries grather than year 1999
- After selecting entries greather than year 1999, select entries for quarter “Q1”
Below are the seleted entries greater than 1999 and for quarter one are also seen below
# To create a new_data filtering for an N NUMERIC value we can do the following
# new_data = mydata[ mydata$NUMERIC_VARIABLE > N, ]
new_data = mydata[mydata$year>1999,]
new_data# If we need to make another filter on a NON-NUMERIC we can do the following
# new_data = new_data[ new_data$CHAR_VARIABLE == "Q1", ]
new_data = mydata[new_data$quarter == "Q1",]
head(new_data)It might be easier to notice a trend if there was a line that fit through the points. So, lets repeat using the function ‘scatter.smooth’. This functions adds a smooth curve computed by loess, a method to locally smooth a curve.
corporate_IT = new_data$corporate_income_tax
Personal_IT = new_data$personal_income_tax
scatter.smooth(corporate_IT,Personal_IT)
scatter.smooth(new_data$corporate_income_tax,new_data$personal_income_tax)
in this plot the values are not as close to the line as we would like them to be, hence there could be some descrepencies when saying that one variable affects the other. For instance as our corporate IT gets larger the less ofa relationship we see with personal IT. The less corporate IT the more personal IT we get.
Now, we will repeat the same steps for total_tax_US vs. total_state, following the example that was just provided. Observe and note any trends in the scatter plots and potential relationships below. Do the same for all numeric variables.
# total_tax_US vs. total_state
scatter.smooth(new_data$total_tax_US,new_data$total_state)
in the plit above we can see that the line is not perfectly linear but most point are close to it. Hence this gives us a clear understanding of what the data values mean. In this case the greater the total us tax the greater the state total is.
To quantify the data, its best to look at the correlation between two variables. What does this correlation explain?
the correalation below shows that as total us tax increases total tax decreases by a few
corr= cor(new_data[3:8])
corr total_tax_US total_state personal_income_tax corporate_income_tax general_sales_tax
total_tax_US 1.00000000 0.9772814 0.9287605 0.9121218 0.97115049
total_state 0.97728144 1.0000000 0.9764952 0.9421202 0.94316676
personal_income_tax 0.92876050 0.9764952 1.0000000 0.9285015 0.87396931
corporate_income_tax 0.91212182 0.9421202 0.9285015 1.0000000 0.85350458
general_sales_tax 0.97115049 0.9431668 0.8739693 0.8535046 1.00000000
motor_fuel_tax -0.03569144 -0.1202894 -0.2146447 -0.2200843 0.03778849
motor_fuel_tax
total_tax_US -0.03569144
total_state -0.12028945
personal_income_tax -0.21464469
corporate_income_tax -0.22008427
general_sales_tax 0.03778849
motor_fuel_tax 1.00000000Below, compute the correlation between every pair of variables (total_tax_US,total_state, personal_income_tax, corporate_income_tax, general_sales_tax, motor_fuel_tax ).
Make sure to extract the variables first and then compute the correlation.
corr01 = mydata[c(3:8)]
cor(corr01)Task 3 - TABLEAU
The data that we are using is that of ‘states_purchase_orders.csv’
DOUBLE click on the ‘Department.Name’, then DOUBLE click on ‘Number of Records’ variable located on the bottom left of the screen. Note the bar like view and breakdowns.
- What department ‘bin’ has the highest count? What is the count?* Department of Public Works with 5,523
The screenshot below gives us a nice bar graph of all the data in the file. We can clearly see that DPW is by far the highest value on their while the rest of the fluctuate and seem to be less. There are also fields which dont have a bar at all meaning that they did not have any data attached to them
- Create a new sheet by clicking on the icon next to your current sheet.
Then DOUBLE click on ‘Number of Records’ variable then DOUBLE click on ‘Vendor.Zip’, then on the top left select the recommend view.
What are the highlights on the map? some of the highlights on the map are Iowa, Texas, Mississippi, as well as a majority of the east coast. I believe this has to do with age population and customer brand preferences. If residents are not finding what they need at their local grocery stores then they are more than likely to look online and make an online purchase.
Can you give an explanation of why there is a concentration on a particular region? there is a concentration of highlights in Mississippi, Texas, Iowa. I think this may be so due to lack of resources avaialable. Perhaps residents of these states make most of their purchases online. It could also have to do with the age population. If we are talking about the elderly for instance they are more prone to make purchases online if unable to physically go to the store.
---
title: "Business Analytics Lab Worksheet 04"
author: "Marlen Sotelo"
date: "August 2, 2017"
output:
  html_notebook: default
  html_document: default
  pdf_document: default
subtitle: CME Group Foundation Business Analytics Lab
---

### Task 1

First, we read in the `states_purchase_orders.csv` file and made sure all the columns were captured. We wil also check the first couple of rows of the dataset "head(mydata)"

```{r}
mydata = read.csv(file="data/states_purchase_orders.csv")
head(mydata)
#loan_purpose = mydata$Loan.Purpose !Do the same for all the columns!
```

##Below are allt the columns read individually

**Record Type**
```{r}
record_type = mydata$RECORD.TYPE
record_type
```
**Purchase order number**
```{r}
po_number = mydata$PURCHASE.ORDER.NUMBER
po_number
```
**input date**
```{r}
input_type = mydata$INPUT.DATE
input_type
```
**total amount**
```{r}
total_amount = mydata$TOTAL.AMOUNT
total_amount
```
**department number**
```{r}
dept_number = mydata$DEPARTMENT.NUMBER
dept_number
```
**department name**
```{r}
dept_name = mydata$DEPARTMENT.NAME
dept_name
```
**category description**
```{r}
cat_descp = mydata$PO.CATEGORY.DESCRIPTION
cat_descp
```
**vouched amount**
```{r}
vouch_amt = mydata$VOUCHED.AMOUNT
vouch_amt
```
**vendor name 1**
```{r}
vendor_name = mydata$VENDOR.NAME.1
vendor_name
```

```{r}
cat_descp = mydata$VENDOR.ADDRESS.1
cat_descp
```

```{r}
cat_descp = mydata$VENDOR.CITY
cat_descp
```

**Vendor State**
```{r}
vendor_state = mydata$VENDOR.STATE
vendor_state
```
**vendor zip**
```{r}
vendor_zip = mydata$VENDOR.ZIP
vendor_zip
```
**total items**
```{r}
total_items = mydata$TOTAL.ITEMS
total_items
```
**item unit cost**
```{r}
item_unit_cost = mydata$ITEM.UNIT.COST
item_unit_cost
```
**item total cost**
```{r}
item_total_cost = mydata$ITEM.TOTAL.COST
item_total_cost
```
**unique id**
```{r}
unique_ID = mydata$UNIQUE.ID
unique_ID
```

For CATEGORICAL variables it is useful to know the frequency of the different categories/levels of the variable. Hence, we will do that by using the table() function. 

* Below you will see a frequency table for the **vendor state** and **department name***
```{r}
# Command to create a frequency table: variable_table = table(variable) 
# variable_table

vendor_table= table(mydata$VENDOR.STATE)
vendor_table

dept_table = table(mydata$DEPARTMENT.NAME)
dept_table
```

*Below is a frequency table of department name for values 1 through 10*
```{r}
dept_table = table(mydata$DEPARTMENT.NAME)
mydata$DEPARTMENT.NAME[1:10]
```
*Below is a frequency table of vendor state for values 1 through 10*
```{r}
vendor_table = table(mydata$VENDOR.STATE)
mydata$VENDOR.STATE[1:10]
```
Now, we will visualize some of the veriables to observe some patterns and differences. 

First create a bar chart of the vendor state frequency table and department name frequency table Remember to extract the sales variable before calling it.

VARIABLES: vendor state and department name


*Below is a plot of `department name. From the barplot below we can see that the values throughout the graph increase and decrease. There isn't a clear trend. *
```{r}
# Plot a bar plot using the " barplot(variable) " command where variable is the extracted variable
barplot(dept_table)
```
*From the barplot below we can see that CA has the highest value, whereas the rest of the values are much less.*
```{r}
barplot(vendor_table[1:10])
```

Next, create a histogram of vendor state frequency table and department name frequency table

*The histogram below is that of the department table which has the data of 'department name'. From the image below we can conclude that there is a downward trend, given that it starts a very high point and then decreases for the remainder of the graph*
```{r}
# Plot a histogram using the " hist(variable) " command where variable is the extracted variable
hist(dept_table)
hist
```
```{r}
hist(vendor_table)
hist
```

```{r}
boxplot(vendor_table)
boxplot
```

```{r}
boxplot(dept_table)
boxplot
```
What are some observable differences between the boxplot and the histogram? Please record your observations here. 
*Based on the histograms and boxplots above. The histograms seem to be giving a better representation of the data given that we can see value (that of our x and y axis) giving us a better view and understanding of what the data is saying. With the boxplot we are unable to see the increases and decreases whereas with the histograms we can.*

Lastly, create a pie chart of vendor state frequency table. Plot only values greather than 10.

VARIABLE: Vendor State
```{r}
# Plot a pie chart using:
# pie(variable)  (command to make a pie chart)
# To get only values greather than N from a frequency table use:
# new_table = my_table[ my_table > N ]  (command to select values greather than N)

new_table = vendor_table[ vendor_table > 10 ]
pie(new_table)
```

Why is this visual not a good representation of the data? What makes the barplot a better representation?
*the pie chart above is not a good representation of the data because you are unable to identify the data name or the amount. It is not legible and we have no values associated with the names*

----------

### Task 2

Lets explore the Illinois Tax dataset (READ the "state_tax_illinois.csv" file) and create a scatterplot of corporate tax vs. personal income tax.  

The dataset start in 1994 but we want to tax revenue since 2000 for the first quarter of the year "Q1"

VARIABLES: personal_income_tax and corporate_income_tax

```{r}
mydata = read.csv("data/state_tax_illinois.csv")
mydata
```

```{r}
# To change the way that R shows very large or small values we can use the following command:
options(scipen = 9999)

# read the dataset extract the year variable and order the dataset by year in decreasing order using the command:
year = mydata$year

# mydata = mydata[order(year, decreasing = TRUE),] (! Order the data in decreasing order)

mydata = mydata[order(year,decreasing = TRUE),]
mydata

# From the ordered dataset Extract personal_income_tax variable
Personal_IT = mydata$personal_income_tax

# From the ordered dataset Extract corporate_income_tax variable
corporate_IT= mydata$corporate_income_tax
plot(Personal_IT,corporate_IT)
plot(mydata)
```

The previous task focused on visualizing one variable. A good way to visualize two variables would be a scatter plot or a correlation matrix. Below you will see a plot of our personal IT and our corporate IT

```{r}
# Plot personal_income_tax vs. corporate_income_tax 
# personal_income_tax will be on the x-axis
# corporate_income_tax will be on the y-axis

plot(Personal_IT,corporate_IT)
plot(mydata)
```

* Select only entries grather than year 1999
* After selecting entries greather than year 1999, select entries for quarter "Q1"



Below are the seleted entries greater than 1999 and for quarter one are also seen below
```{r}
# To create a new_data filtering for an N NUMERIC value we can do the following
# new_data = mydata[ mydata$NUMERIC_VARIABLE > N, ]

new_data = mydata[mydata$year>1999,]
new_data
```

```{r}
# If we need to make another filter on a NON-NUMERIC we can do the following
# new_data = new_data[ new_data$CHAR_VARIABLE == "Q1", ]
new_data = mydata[new_data$quarter == "Q1",]
head(new_data)
```

It might be easier to notice a trend if there was a line that fit through the points. So, lets repeat using the function 'scatter.smooth'. This functions adds a smooth curve computed by loess, a method to locally smooth a curve. 

```{r}
corporate_IT = new_data$corporate_income_tax
Personal_IT = new_data$personal_income_tax

scatter.smooth(corporate_IT,Personal_IT)
scatter.smooth(new_data$corporate_income_tax,new_data$personal_income_tax)
```
*in this plot the values are not as close to the line as we would like them to be, hence there could be some descrepencies when saying that one variable affects the other. For instance as our corporate IT gets larger the less ofa relationship we see with personal IT. The less corporate IT the more personal IT we get.*



Now, we will repeat the same steps for total_tax_US vs. total_state, following the example that was just provided. Observe and note any trends in the scatter plots and potential relationships below. Do the same for all numeric variables.

```{r}
# total_tax_US vs. total_state
scatter.smooth(new_data$total_tax_US,new_data$total_state)
```
*in the plit above we can see that the line is not perfectly linear but most point are close to it. Hence this gives us a clear understanding of what the data values mean. In this case the greater the total us tax the greater the state total is.*

To quantify the data, its best to look at the correlation between two variables.
What does this correlation explain?

*the correalation below shows that as total us tax increases total tax decreases by a few*
```{r}
corr= cor(new_data[3:8])
corr
```
Below, compute the correlation between every pair of variables (total_tax_US,total_state, personal_income_tax, corporate_income_tax, general_sales_tax, motor_fuel_tax ). 

Make sure to extract the variables first and then compute the correlation. 
```{r}
corr01 = mydata[c(3:8)]
cor(corr01)
```

```{r}
# To make a correlation table of all the NUMERIC variables you can select some columns or a range of columns, with the following command:

# corr01 = mydata[ c(3,4) ] (The command c(3,4,...) inside the brackets selects a given column )
# cor(corr01) (will give you the correlation table for variables in columns 3 and 4)

# corr02 = mydata[3:5] ( the command [3:5] selects a range of columns from 3 to 5)
# cor(corr02)
```

----------

### Task 3 - TABLEAU

 The data that we are using is that of 'states_purchase_orders.csv'

DOUBLE click  on the 'Department.Name', then DOUBLE click on 'Number of Records' variable located on the bottom left of the screen. Note the bar like view and breakdowns.

* What department 'bin' has the highest count? What is the count?*
**Department of Public Works with 5,523**

*The screenshot below gives us a nice bar graph of all the data in the file. We can clearly see that DPW is by far the highest value on their while the rest of the fluctuate and seem to be less. There are also fields which dont have a bar at all meaning that they did not have any data attached to them*

![](imgs/Sheet 1.png)

5. Create a new sheet by clicking on the icon next to your current sheet.

Then DOUBLE click on 'Number of Records' variable then DOUBLE click on 'Vendor.Zip', then on the top left select the recommend view. 

*What are the highlights on the map?*
**some of the highlights on the map are Iowa, Texas, Mississippi, as well as a majority of the east coast. I believe this has to do with age population and customer brand preferences. If residents are not finding what they need at their local grocery stores then they are more than likely to look online and make an online purchase.**

*Can you give an explanation of why there is a concentration on a particular region?*
**there is a concentration of highlights in Mississippi, Texas, Iowa. I think this may be so due to lack of resources avaialable. Perhaps residents of these states make most of their purchases online. It could also have to do with the age population. If we are talking about the elderly for instance they are more prone to make purchases online if unable to physically go to the store.**

![](imgs/Sheet 2.png)
