Description
Descriptive statistics: You have the NFB data set. The client does not know the story contained in the data. Help them understand what they were doing by creating relevant charts, tabulations, etc. The whole objective of this process is to be able to understand the data and create relevant information. You may need to read chapters 3 and 4 of the textbook to learn about data visualization and descriptive statistics.
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Explanation & Answer
Attached.
1
NFB Data Summary
Student name:
Institutional affiliation:
2
NFB Data Summary
The attached word document and excel file addresses the question “How to summarize the NFB
data set by creating relevant charts, tabulations, etc” by summarizing the following:
1.
Beneficiary transaction and item together ( the item is blender):
2.
Donor transactions and Items together ( the Item is coffee maker)
3.
Items
4.
New Mattresses
5.
Fees
1
NFB Data Summary
Student name:
Institutional affiliation:
2
NFB Data Summary
The attached word document and excel file addresses the question “How to summarize the NFB
data set by creating relevant charts, tabulations, etc” by summarizing the following:
1.
Beneficiary transaction and item together ( the item is blender):
2.
Donor transactions and Items together ( the Item is coffee maker)
3.
Items
4.
New Mattresses
5.
Fees
TransactionID
942
943
946
956
958
991
1050
1088
1154
1148
1155
1167
1168
1194
1198
1231
1238
1248
1271
1272
1280
1285
1294
1304
1320
1321
1325
1326
1358
1384
1392
1396
1415
1419
1438
1470
1505
1509
1538
1570
1589
1600
1606
1613
id
738
740
744
755
758
779
858
893
922
951
958
967
969
998
1003
1012
1017
1026
1047
1048
1055
1059
1067
1076
1094
1095
1102
1103
1132
1156
1165
1171
1190
1193
1211
1238
1274
1278
1306
1336
1353
1365
1371
1378
first_name
type
city
postal
Fredia
Shirlee
Florida
Louella
Loriann
Lynda
Abdul
Hyman
Domingo
Deb
Clifton
Suk
Lila
Danny
Twyla
Deandra
Rachal
Sudie
Gudrun
Luz
Timothy
Norah
Salena
Marion
Johnny
Austin
Britney
Roslyn
Gretta
Samuel
Shanti
Eldridge
Jeni
Twana
Micah
Theodore
Savannah
Marylee
Warner
Larisa
Bruno
Joannie
Maris
Erlinda
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St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
Niagara Falls
ST. Catharines
St. Catharines
Niagara Falls
Welland
Niagara Falls
st. catharines
St. Catharines
Port Colborne
Welland
St. Catharines
St. Catharines
Niagara Falls
St. Catharines
Niagara Falls
Niagara Falls
St. Catharines
Niagara Falls
Grimsby
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
Ridgeway
St. Catharines
St. catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
L2M7W5
L2M4T1
L2P3X9
L2M5M4
L2N4N9
L2T3K7
L2M5R5
L2G5X4
L2G5R8
L2P3K3
L2R3M7
L2R7B4
L3C1Z3
L2G1J5
L2R4M9
L2R4AS
L3K4R1
L3B4A4
L2S2B4
L2R7G3
L2E5H1
L2S1G9
L2G6H9
L2E2R9
L2R7G3
L2G1J5
L3M4J3
L2T1H5
L2S1R4
L2P2L4
L2R4A9
L2M4Y8
L2E2B7
L2M6W4
L2R3Z9
L0S1J0
L2G6X8
L0S1NO
L2M7W6
L2R1K9
L2R7R1
L2T3Y7
L2R2Z7
gender
1627
1644
1667
1681
1685
1688
1693
1706
1717
1732
1736
1751
1755
1766
1785
1799
1800
1817
1828
1844
1848
1873
1879
1887
1891
1902
1924
1967
1968
1973
1993
2001
2009
2010
2033
2040
2053
2076
2077
2088
2113
2129
2169
2171
2294
2369
2379
1393
1407
1430
1437
1441
1443
1449
1462
1475
1488
1492
1507
1510
1519
1539
1553
1554
1572
1583
1598
1602
1622
1627
1633
1638
1645
1662
1703
1704
1711
1730
1735
1741
1742
1773
1781
1790
1811
1817
1830
1859
1873
1909
1911
2022
2093
2100
Erminia
Larissa
Clarita
Erin
Antonia
Blanche
Kirstin
Coreen
Justine
Francis
Maggie
Garfield
Rena
Evelyne
Maxima
Lue
Sarita
Hillary
Trena
Sunny
Anita
Alfreda
Otha
Johnna
Pam
Jeffrey
Vernie
Andree
Joanne
Jami
Vernia
Hyacinth
Eleanor
Pearly
Andreas
Winona
Tamera
Georgia
Carmelina
Aileen
Loida
Catherina
Elyse
Wei
Hong
Nicolas
Lourie
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Niagara Falls
St. Catharines
Niagara Falls
St. Catharines
Niagara Falls
St. Catharines
Niagara Falls
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
Caistorville
St. Catharines
Thorold
Welland
St. Catharines
Niagara Falls
Port Colborne
Welland
Niagara falls
St. Catharines
St. Catharines
St. Catharines
Port Colborne
Fort Erie
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
Welland
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Thorold
Welland
St. Catharines
Welland
Niagara Falls
Welland
L2E1W4
L2R7G7
L2E3W8
L2S1M9
L2E6E8
L2R4A9
L2G3M2
L2G7M5
L2P3P2
L2R2H1
L2S2R4
L0R1E0
L2M7N5
L2V1W8
L3C6Y9
L2R3W8
L2E4H5
L3K5V4
L3B3J4
L2H1S7
L2R2Y7
L2R1P8
L2S1Z3
L3K3G3
L2A2P3
L2M7P9
L2M5M4
L2S3R3
L2R2S3
L2R1P1
L2S1Y8
L2R2Z1
L2R2M5
L2E1E9
L3C5E2
L2W1B5
L2M3W5
L2R2M5
L2M6W4
L2R1P8
L2T2T9
L2V2S3
L3B5B8
L2R1P1
L3B1N8
L2G-7V7
L3C3T3
F
F
F
M
F
F
2432
2466
2487
2506
2550
2559
2563
2578
2592
2603
2609
2637
2646
2660
2662
2703
2727
2728
2799
2846
2857
2904
2942
2958
2986
2989
2997
3002
3012
3031
3033
3036
3037
3046
3063
3065
3077
3109
3118
3135
3139
3162
3166
3172
3186
3187
3235
2145
2169
2188
2205
2247
2257
2261
2275
2286
2297
2305
2332
2339
2353
2355
2390
2406
2407
2479
2523
2533
2579
2615
2631
2659
2664
2673
2680
2690
2707
2710
2713
2715
2725
2738
2740
2753
2788
2801
2815
2818
2844
2848
2854
2868
2869
2910
Khalilah
Seema
Alyse
Helen
Michael
Bettina
Gwenda
Eleanora
Breann
Chauncey
Haywood
Lowell
Albertine
Daniel
Cristina
Merlene
Asa
Dorcas
Aide
Lisha
Yolande
Harris
Erlene
Karyl
Sanjuanita
Meryl
Nellie
Dale
Sueann
Marth
Mellisa
Catheryn
Samuel
Darlena
Savannah
Chanelle
Chery
Tod
Dorian
Sonya
Breanne
Micaela
Lizabeth
Hyman
Talia
Tim
Ivelisse
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Thorold
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
Vineland
St. Catharines
St. Catharines
Welland
Fort Erie
Niagara Falls
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
GRIMSBY
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
L2V4G3
L2M7P9
L2R6J2
L2G4H1
L2R1P1
L2R2Z7
L2R7R1
L2M7P1
L2R6K6
L2R5K4
L2G2W5
L2S1R5
L2S1Y8
L0R2E0
L2M7P7
L2R5E8
L2A2L5
L3G5X4
L2E1A3
L2R2A9
L2T3K
L2M4T3
L2R3X9
L2M1N3
L2R7G3
L2R5K4
L3M0G1
L2R2N8
L2T1K2
L2S2V4
L2W1B5
L2W1B6
L2M2P6
L2S2N2
L2M7X4
L2S3S5
L2T3Y7
L2R5S5
L2R5S5
L2R3W8
F
F
F
F
M
F
F
F
F
M
M
F
F
F
F
F
F
F
M
F
F
F
F
F
F
F
F
M
M
F
M
F
F
M
M
M
M
M
F
M
F
F
M
M
M
M
M
3247
3255
3262
3268
3303
3339
3367
3381
3415
3419
3430
3436
3451
3453
3495
3499
3530
3662
3686
3735
3740
3762
3768
3781
3805
3837
3850
3862
3873
3884
3894
3898
3904
3951
3966
3973
4022
4031
4068
4071
4080
4102
4110
4132
4169
4187
4194
2920
2928
2934
2940
2976
3011
3039
3051
3081
3085
3098
3103
3115
3116
3158
3165
3194
3314
3335
3378
3383
3402
3408
3418
3434
3464
3474
3484
3491
3501
3510
3516
3524
3562
3577
3583
3625
3635
3670
3674
3682
3702
3709
3730
3767
3784
3788
Diana
Cherilyn
Dottie
Bobbye
Yukiko
Cyril
Tana
Nada
Adriene
Devorah
Nettie
Temple
Kathyrn
Yuonne
Jeraldine
Barrett
Aldo
Ruthanne
Sunny
Brigid
Antony
Gillian
Quintin
Desirae
Ira
Terrence
Riley
Fran
Willodean
Robert
Daryl
Dylan
Socorro
Alecia
Heriberto
Kellie
Orpha
Latarsha
Nathanael
Zachariah
Antwan
Charles
Brenda
Royce
Keith
Maile
Lino
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Referral
St. Catharines
Thorold
St. Catharines
St. Catharines
St. Catharines
Welland
St. Catharines
Niagara Falls
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Hamilton
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Welland
St. Catharines
Fort Erie
Niagara Falls
Niagara Falls
St. Catharines
St. Catharines
Niagara Falls
St. Catharines
Welland
Fonthill
St. Catharines
Niagara Falls
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
St. Catharines
Welland
M
l2v1w8 M
L2M6W5 M
L2P2V4 M
M
L3C6J6
M
L2R2M5 F
L2G7K3 M
L2G6W4 F
L2N2H2 F
L2R1r1 M
M
L2R3Z2 M
L2M3K6 F
L2R1H8 F
L8S1A8 M
l2r2n1
M
L2S3K7 F
L2M6W4 M
L2T3Y7 M
L2P3C3 M
L2M6P9 M
L2R3W7 F
L2T1G9 M
L2R6K7 F
L2R3H1 M
M
L2R3G4 M
L2A3P2 F
L2E3P9 M
M
L2T3Y7 M
L2R2M4 F
L2E3N4 M
L2N4V5 M
M
L0S1E0 M
L2S1G9 M
L2G1M5 F
L2P2T1 F
L2R4A7 F
F
M
L2T1N5 M
L2M3W6 F
M
L3C6P1 M
4204
4209
4229
4262
3798
3805
3829
3861
Joe
Brenna
Francina
Beulah
Referral
Referral
Referral
Referral
St. Catharines
St. Catharines
St. Catharines
St. Catharines
L2S3S6
L2R
L2N4R1
L2N1E9
F
M
M
M
children
youth
2
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
2
0
0
0
0
4
0
0
0
0
0
0
0
0
0
2
0
0
2
0
0
0
0
0
0
2
adults
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
seniors
2
1
1
1
1
1
1
1
2
3
1
2
1
1
2
1
1
2
2
0
1
1
1
2
1
1
1
1
0
1
1
1
1
2
1
1
2
1
1
1
1
1
1
2
item
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
quantity
value
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
0
3
0
0
0
1
2
0
0
1
0
1
0
0
2
0
0
3
1
4
0
3
0
0
3
4
2
0
1
3
0
0
0
3
1
1
4
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
0
1
2
2
1
1
1
1
1
2
2
1
1
1
1
1
1
1
1
1
1
2
1
2
1
1
1
1
1
3
1
1
1
1
1
1
1
2
1
2
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
3
0
4
1
2
4
0
0
0
0
1
1
1
2
1
0
0
1
2
0
0
0
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
0
0
3
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
1
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
2
1
1
1
1
1
1
1
1
1
2
2
1
1
1
1
2
1
1
1
1
1
1
4
2
1
2
0
4
2
2
1
2
1
1
2
1
1
2
2
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2
0
0
1
3
2
0
0
0
2
0
2
1
0
0
2
2
4
0
2
1
2
0
0
0
0
0
0
2
4
3
0
0
0
0
3
0
0
0
0
0
0
0
1
0
0
0
0
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
1
2
2
1
0
1
2
1
1
1
1
2
1
1
2
1
3
3
2
2
1
1
1
1
2
1
1
1
1
1
2
1
2
2
2
1
2
1
1
1
1
1
1
1
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
Blender
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
5
0
0
0
1
1
2
1
2
0
0
0
0
Blender
Blender
Blender
Blender
1
1
1
1
185
0
0
0
0
0
delivered
accepted created
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
1
1
1
0
0
0
0
1
1
0
1
0
1
0
1
0
0
0
0
1
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
1
1
0
0
0
0
1
1
0
1
0
1
0
1
0
0
0
0
1
1
0
0
1
0
1
0
9/11/2015
9/11/2015
9/11/2015
9/14/2015
9/15/2015
9/17/2015
9/30/2015
10/8/2015
10/22/2015
10/21/2015
10/22/2015
10/23/2015
10/23/2015
10/30/2015
10/30/2015
11/3/2015
11/3/2015
11/5/2015
11/10/2015
11/10/2015
11/13/2015
11/16/2015
11/17/2015
11/20/2015
11/24/2015
11/24/2015
11/25/2015
11/25/2015
11/30/2015
12/4/2015
12/8/2015
12/8/2015
12/11/2015
12/14/2015
12/15/2015
1/4/2016
1/11/2016
1/12/2016
1/19/2016
1/26/2016
1/29/2016
1/29/2016
2/1/2016
2/1/2016
completed
agency
9/14/2015
9/14/2015
9/15/2015
9/15/2015
9/16/2015
9/24/2015
10/6/2015
10/15/2015
10/23/2015
10/22/2015
10/26/2015
10/27/2015
10/28/2015
11/4/2015
11/5/2015
11/4/2015
11/9/2015
11/9/2015
11/12/2015
11/13/2015
11/17/2015
11/18/2015
11/20/2015
11/24/2015
11/26/2015
11/27/2015
11/30/2015
12/1/2015
12/3/2015
12/10/2015
12/15/2015
12/16/2015
12/14/2015
12/17/2015
12/22/2015
1/8/2016
1/13/2016
1/15/2016
1/25/2016
1/28/2016
2/2/2016
2/5/2016
2/3/2016
2/25/2016
Salvation Army
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Niagara Furniture Bank
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Niagara Furniture Bank
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Niagara Furniture Bank
Niagara Furniture Bank
Ontario Works
Islamic society of St. Catharines
0
0
0
1
0
1
1
0
0
0
0
0
1
0
1
0
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
1
0
1
0
0
0
1
0
1
0
0
0
0
0
0
1
0
1
0
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
1
0
1
2/4/2016
2/8/2016
2/12/2016
2/18/2016
2/18/2016
2/19/2016
2/22/2016
2/24/2016
3/1/2016
3/4/2016
3/7/2016
3/8/2016
3/10/2016
3/14/2016
3/17/2016
3/21/2016
3/21/2016
3/29/2016
3/30/2016
4/1/2016
4/4/2016
4/7/2016
4/8/2016
4/12/2016
4/12/2016
4/14/2016
4/19/2016
4/28/2016
4/28/2016
4/29/2016
5/4/2016
5/5/2016
5/6/2016
5/6/2016
5/12/2016
5/16/2016
5/19/2016
5/25/2016
5/26/2016
5/30/2016
6/3/2016
6/7/2016
6/15/2016
6/15/2016
7/8/2016
7/22/2016
7/26/2016
2/9/2016
2/12/2016
2/17/2016
2/22/2016
2/23/2016
2/24/2016
2/26/2016
3/11/2016
3/3/2016
3/7/2016
3/8/2016
3/14/2016
3/15/2016
4/6/2016
3/21/2016
3/22/2016
3/23/2016
4/15/2016
4/5/2016
4/7/2016
4/7/2016
4/12/2016
5/19/2016
4/19/2016
4/20/2016
4/19/2016
4/27/2016
5/2/2016
5/3/2016
5/4/2016
5/13/2016
5/10/2016
5/11/2016
5/11/2016
5/20/2016
5/19/2016
5/25/2016
6/1/2016
6/6/2016
6/15/2016
7/4/2016
6/9/2016
6/24/2016
6/24/2016
7/18/2016
9/16/2016
7/28/2016
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Port Cares
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Y.W.C.A.
Ontario Works
Halton Region
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Gillian's Place
Ontario Works
Ontario Works
Ontario Works
Y.W.C.A.
Niagara Furniture Bank
Ontario Works
Ontario Works
1
0
1
0
1
1
1
0
0
0
0
1
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
0
0
0
1
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8/5/2016
8/15/2016
8/17/2016
8/22/2016
8/30/2016
9/1/2016
9/1/2016
9/6/2016
9/7/2016
9/12/2016
9/13/2016
9/19/2016
9/20/2016
9/23/2016
9/23/2016
9/29/2016
10/3/2016
10/3/2016
10/18/2016
10/27/2016
10/31/2016
11/8/2016
11/17/2016
11/21/2016
11/25/2016
11/28/2016
11/29/2016
11/30/2016
11/30/2016
12/5/2016
12/6/2016
12/6/2016
12/6/2016
12/8/2016
12/13/2016
12/15/2016
12/20/2016
1/4/2017
1/5/2017
1/10/2017
1/10/2017
1/16/2017
1/16/2017
1/17/2017
1/19/2017
1/19/2017
1/26/2017
8/19/2016
8/19/2016
8/26/2016
9/7/2016
9/23/2016
9/21/2016
9/6/2016
9/19/2016
9/13/2016
10/4/2016
9/22/2016
10/20/2016
9/22/2016
9/26/2016
10/4/2016
10/7/2016
10/11/2016
10/12/2016
11/21/2016
11/7/2016
11/8/2016
11/15/2016
11/29/2016
11/24/2016
11/29/2016
11/30/2016
12/15/2016
12/12/2016
12/14/2016
12/9/2016
12/13/2016
12/13/2016
12/21/2016
12/20/2016
12/16/2016
1/4/2017
1/13/2017
1/18/2017
1/12/2017
1/16/2017
1/20/2017
1/23/2017
1/23/2017
1/24/2017
1/26/2017
2/2/2017
2/6/2017
Ontario Works
Ontario Works
Gillian's Place
Bethlehem Housing & Support Services
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Start me Up Niagara
Ontario Works
Canadian Mental Health
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Niagara Region Community Services
Ontario Works
O.D.S.P.
Y.W.C.A.
Ontario Works
Y.W.C.A.
Ontario Works
Ontario Works
Niagara Furniture Bank
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Niagara Furniture Bank
Y.W.C.A.
Niagara Region Community Services
Ontario Works
Ontario Works
Salvation Army
Salvation Army
Ontario Works
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
1
1
0
1
1
0
0
0
0
1
0
0
0
0
0
1
0
1
0
1
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
1
1
0
1
1
0
0
0
0
1
0
0
0
0
0
1
0
1
0
1
1
1
0
0
0
0
0
1
0
0
1/30/2017
2/1/2017
2/2/2017
2/3/2017
2/10/2017
2/21/2017
2/24/2017
2/28/2017
3/6/2017
3/6/2017
3/8/2017
3/8/2017
3/10/2017
3/13/2017
3/22/2017
3/23/2017
3/29/2017
4/21/2017
4/25/2017
5/5/2017
5/8/2017
5/10/2017
5/10/2017
5/12/2017
5/17/2017
5/24/2017
5/25/2017
5/29/2017
5/30/2017
5/31/2017
6/1/2017
6/2/2017
6/5/2017
6/12/2017
6/13/2017
6/14/2017
6/22/2017
6/23/2017
7/4/2017
7/5/2017
7/7/2017
7/12/2017
7/12/2017
7/18/2017
7/27/2017
8/1/2017
8/1/2017
2/2/2017
2/15/2017
2/9/2017
2/9/2017
3/1/2017
2/28/2017
3/20/2017
3/7/2017
3/13/2017
3/20/2017
3/30/2017
3/21/2017
3/22/2017
3/28/2017
3/29/2017
3/31/2017
4/6/2017
5/4/2017
5/5/2017
5/19/2017
5/15/2017
6/1/2017
5/17/2017
5/24/2017
5/26/2017
6/5/2017
6/2/2017
6/9/2017
6/21/2017
6/8/2017
6/7/2017
6/14/2017
6/20/2017
7/5/2017
6/23/2017
6/22/2017
6/27/2017
7/6/2017
7/7/2017
7/12/2017
7/13/2017
7/21/2017
7/18/2017
7/25/2017
8/2/2017
8/8/2017
8/15/2017
Salvation Army
Salvation Army
Niagara Furniture Bank
Ontario Works
Salvation Army
Niagara Furniture Bank
Bethlehem Housing & Support Services
Ontario Works
Ontario Works
Ontario Works
Community Care
Salvation Army
Ontario Works
Ontario Works
Ontario Works
City of Toronto, Family Residence
Southridge
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Ontario Works
Southridge
Ontario Works
Niagara Furniture Bank
Southridge
Southridge
The R.A.F.T.
Ontario Works
Salvation Army
Ontario Works
Y.W.C.A.
Niagara Furniture Bank
Ontario Works
John Howard Society
Niagara Furniture Bank
Southridge
Ontario Works
Southridge
Niagara Furniture Bank
Salvation Army
Salvation Army
Ontario Works
Ontario Works
Salvation Army
Welland Heritage Council & Multicultural Centre
0
0
1
1
56
0
0
1
1
54
8/4/2017
8/8/2017
8/11/2017
8/17/2017
8/15/2017
8/10/2017
8/18/2017
8/25/2017
The R.A.F.T.
Ontario Works
Salvation Army
Ontario Works
bill_to
Client
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Client
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Client
Client
Agency
Agency
route_order
2
1
1
2
1
0
3
2
1
2
1
2
2
2
2
1
2
1
1
1
2
1
3
1
2
1
3
2
2
1
1
1
3
1
1
1
2
3
0
1
2
0
2
2
route_nu
mber
1
1
1
1
1
2
1
1
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
arrived
finished
0000-00-00 00:00:000000-00-00 00:00:00
0000-00-00 00:00:000000-00-00 00:00:00
0000-00-00 00:00:000000-00-00 00:00:00
0000-00-00 00:00:000000-00-00 00:00:00
0000-00-00 00:00:000000-00-00 00:00:00
0000-00-00 00:00:000000-00-00 00:00:00
10/7/2015 2:20
10/7/2015 2:22
10/16/2015 2:35 10/16/2015 2:36
10/23/2015 13:31 10/23/2015 13:32
10/22/2015 15:55 10/22/2015 15:56
10/26/2015 9:21 10/26/2015 9:49
10/28/2015 8:48 10/28/2015 8:48
10/28/2015 14:20 10/28/2015 14:21
11/4/2015 9:41 11/4/2015 10:22
11/5/2015 10:55 11/5/2015 11:12
11/4/2015 9:06
11/4/2015 9:19
11/9/2015 12:06 11/9/2015 13:01
11/9/2015 11:45 11/9/2015 12:05
11/12/2015 10:49 11/12/2015 10:59
11/13/2015 11:01 11/13/2015 11:15
11/17/2015 10:24 11/17/2015 10:45
11/18/2015 9:58 11/18/2015 10:29
11/20/2015 10:14 11/20/2015 11:31
11/24/2015 10:28 11/24/2015 11:41
11/27/2015 8:41 11/27/2015 8:41
11/27/2015 15:00 11/27/2015 15:01
12/1/2015 8:31
12/1/2015 8:32
12/1/2015 15:08 12/1/2015 15:08
12/3/2015 14:27 12/3/2015 14:28
12/10/2015 15:17 12/10/2015 15:17
12/15/2015 9:44 12/15/2015 10:15
12/16/2015 11:48 12/16/2015 12:13
12/14/2015 15:00 12/14/2015 15:00
12/17/2015 10:06 12/17/2015 10:33
12/22/2015 9:51 12/22/2015 10:13
1/8/2016 10:33
1/8/2016 10:59
1/13/2016 14:10 1/13/2016 14:11
1/15/2016 14:29 1/15/2016 14:30
1/25/2016 15:57 1/25/2016 15:57
1/28/2016 10:22 1/28/2016 10:56
2/2/2016 12:38
2/2/2016 12:45
2/5/2016 10:16
2/5/2016 11:06
2/3/2016 12:38
2/3/2016 12:38
2/25/2016 11:40 2/25/2016 12:49
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Agency
Agency
Third party Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Agency
Agency
Third party Agency
Agency
Agency
Agency
0
1
3
2
1
1
3
3
2
1
2
3
1
1
2
1
1
2
1
1
2
1
1
2
2
3
1
1
2
2
1
2
1
3
0
2
1
1
2
1
3
1
2
1
1
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
2/9/2016 11:25
2/12/2016 10:57
2/17/2016 10:36
2/22/2016 10:51
2/23/2016 9:41
2/24/2016 9:28
2/26/2016 11:12
3/11/2016 12:46
3/4/2016 10:13
3/7/2016 11:50
3/9/2016 15:47
3/14/2016 12:51
3/15/2016 9:49
4/6/2016 11:19
3/21/2016 14:35
3/22/2016 10:29
3/23/2016 10:26
4/15/2016 10:46
4/5/2016 11:17
4/7/2016 10:22
4/7/2016 10:27
4/12/2016 10:27
5/19/2016 10:42
4/19/2016 11:17
4/20/2016 12:01
4/19/2016 14:11
4/27/2016 10:01
5/2/2016 10:27
5/3/2016 11:14
5/4/2016 9:38
5/13/2016 9:01
5/10/2016 9:56
5/11/2016 9:03
5/11/2016 10:17
5/20/2016 9:51
5/19/2016 9:43
5/25/2016 9:28
6/1/2016 11:15
6/6/2016 12:13
6/15/2016 9:26
7/4/2016 12:53
6/9/2016 10:05
6/24/2016 11:45
6/24/2016 11:02
7/18/2016 9:50
9/16/2016 10:09
7/28/2016 10:31
2/9/2016 12:15
2/12/2016 11:01
2/17/2016 11:02
2/22/2016 10:52
2/23/2016 10:45
2/24/2016 9:55
2/26/2016 11:14
3/11/2016 12:47
3/4/2016 10:13
3/7/2016 12:30
3/9/2016 15:48
3/14/2016 12:52
3/15/2016 10:07
4/6/2016 11:20
3/21/2016 14:35
3/22/2016 10:46
3/23/2016 10:26
4/15/2016 11:26
4/5/2016 12:07
4/7/2016 10:25
4/7/2016 11:06
4/12/2016 10:31
5/19/2016 11:44
4/19/2016 11:54
4/20/2016 12:04
4/19/2016 14:11
4/27/2016 10:44
5/2/2016 11:28
5/3/2016 11:37
5/4/2016 10:22
5/13/2016 9:12
5/10/2016 10:37
5/11/2016 9:22
5/11/2016 10:50
5/20/2016 10:29
5/19/2016 10:17
5/25/2016 10:19
6/1/2016 11:16
6/6/2016 12:14
6/15/2016 10:51
7/4/2016 13:35
6/9/2016 10:26
6/24/2016 12:06
6/24/2016 11:02
7/18/2016 10:07
9/16/2016 10:38
7/28/2016 10:32
Agency
Agency
Third party Agency
Third party Agency
Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Third party Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Third party Agency
Third party Agency
Agency
Third party Agency
Agency
Agency
Client
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Agency
Client
Third party Agency
Third party Agency
Agency
Agency
Third party Agency
Third party Agency
Agency
2
3
1
3
1
1
1
1
2
2
1
2
2
1
1
3
3
1
3
1
2
2
0
2
0
3
2
2
2
1
3
1
1
2
2
3
1
2
2
2
1
2
1
3
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
8/22/2016 10:21
8/22/2016 10:22
8/26/2016 12:05
9/7/2016 10:59
9/27/2016 11:17
9/21/2016 11:09
9/6/2016 14:32
9/19/2016 10:48
9/13/2016 11:01
10/4/2016 11:09
9/22/2016 10:24
10/20/2016 11:00
9/22/2016 10:39
9/26/2016 9:39
10/4/2016 11:50
10/7/2016 12:24
10/11/2016 11:13
10/12/2016 11:59
11/21/2016 11:11
11/7/2016 10:03
11/8/2016 9:44
11/15/2016 10:03
11/29/2016 12:42
11/24/2016 9:43
11/29/2016 10:35
11/30/2016 10:30
12/15/2016 10:36
12/12/2016 10:30
12/14/2016 11:39
12/9/2016 9:36
12/13/2016 12:54
12/13/2016 9:50
12/21/2016 9:08
12/20/2016 10:13
12/16/2016 11:42
1/4/2017 11:49
1/13/2017 9:49
1/18/2017 10:06
1/12/2017 10:30
1/16/2017 10:06
1/20/2017 9:23
1/23/2017 10:58
1/23/2017 9:52
1/24/2017 11:02
1/26/2017 11:02
2/2/2017 9:52
2/6/2017 10:49
8/22/2016 10:22
8/22/2016 10:22
8/26/2016 12:06
9/7/2016 11:57
9/27/2016 11:20
9/21/2016 11:32
9/6/2016 14:33
9/19/2016 11:19
9/13/2016 11:27
10/4/2016 11:27
9/22/2016 10:38
10/20/2016 11:18
9/22/2016 11:05
9/26/2016 10:08
10/4/2016 12:16
10/7/2016 13:02
10/11/2016 11:33
10/12/2016 12:30
11/21/2016 11:29
11/7/2016 11:05
11/8/2016 9:54
11/15/2016 10:21
11/29/2016 13:18
11/24/2016 10:24
11/29/2016 11:43
11/30/2016 11:14
12/15/2016 10:50
12/12/2016 11:07
12/14/2016 11:40
12/9/2016 9:42
12/13/2016 12:54
12/13/2016 10:20
12/21/2016 10:08
12/20/2016 11:06
12/16/2016 12:18
1/4/2017 11:50
1/13/2017 9:51
1/18/2017 10:06
1/12/2017 10:30
1/16/2017 11:15
1/20/2017 9:40
1/23/2017 10:58
1/23/2017 10:08
1/24/2017 11:34
1/26/2017 11:16
2/2/2017 9:52
2/6/2017 10:50
Third party Agency
Third party Agency
Client
Agency
Third party Agency
Client
Third party Agency
Agency
Agency
Agency
Third party Agency
Third party Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Agency
Agency
Agency
Agency
Agency
Third party Agency
Agency
Client
Third party Agency
Third party Agency
Third party Agency
Agency
Third party Agency
Agency
Third party Agency
Client
Agency
Agency
Client
Third party Agency
Agency
Third party Agency
Client
Third party Agency
Third party Agency
Agency
Agency
Third party Agency
Third party Agency
2
2
2
1
2
2
1
1
3
3
1
2
2
2
1
4
1
2
1
3
1
2
2
2
1
3
4
1
1
3
2
1
2
2
3
3
3
3
3
2
2
1
1
1
2
1
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
2/2/2017 10:09
2/15/2017 9:57
2/9/2017 9:33
2/9/2017 9:08
3/1/2017 10:31
2/28/2017 11:12
3/20/2017 10:30
3/7/2017 11:45
3/13/2017 12:10
3/20/2017 11:01
3/30/2017 10:35
3/21/2017 11:09
3/22/2017 11:16
3/28/2017 10:50
3/29/2017 10:20
3/31/2017 11:24
4/6/2017 11:11
5/4/2017 11:19
5/5/2017 10:16
5/19/2017 12:27
5/15/2017 11:01
6/1/2017 10:36
5/17/2017 10:06
5/24/2017 10:36
5/26/2017 9:55
6/5/2017 11:32
6/2/2017 10:52
6/9/2017 10:54
6/21/2017 10:16
6/8/2017 11:03
6/7/2017 10:49
6/14/2017 10:31
6/20/2017 10:57
7/5/2017 11:32
6/23/2017 10:56
6/22/2017 11:42
6/27/2017 11:49
7/6/2017 14:36
7/7/2017 12:53
7/12/2017 10:33
7/13/2017 11:17
7/21/2017 10:16
7/18/2017 10:35
7/25/2017 10:35
8/2/2017 10:53
8/8/2017 11:04
8/15/2017 11:03
2/2/2017 10:22
2/15/2017 10:18
2/9/2017 10:09
2/9/2017 9:32
3/1/2017 10:54
2/28/2017 11:55
3/20/2017 10:45
3/7/2017 11:47
3/13/2017 12:10
3/20/2017 11:17
3/30/2017 10:57
3/21/2017 11:44
3/22/2017 11:29
3/28/2017 11:13
3/29/2017 10:48
3/31/2017 12:25
4/6/2017 11:35
5/4/2017 11:20
5/5/2017 11:06
5/19/2017 12:52
5/15/2017 11:41
6/1/2017 11:02
5/17/2017 10:35
5/24/2017 11:03
5/26/2017 10:16
6/5/2017 11:45
6/2/2017 11:31
6/9/2017 11:05
6/21/2017 11:19
6/8/2017 12:15
6/7/2017 11:22
6/14/2017 10:55
6/20/2017 11:23
7/5/2017 11:54
6/23/2017 11:32
6/22/2017 12:56
6/27/2017 12:26
7/6/2017 14:37
7/7/2017 13:11
7/12/2017 10:54
7/13/2017 12:05
7/21/2017 10:42
7/18/2017 10:57
7/25/2017 10:53
8/2/2017 11:32
8/8/2017 14:30
8/15/2017 12:15
Third party Agency
Agency
Third party Agency
Agency
1
1
1
1
1
1
1
1
8/15/2017 10:48
8/10/2017 10:19
8/18/2017 10:38
8/25/2017 10:16
8/15/2017 11:03
8/10/2017 10:43
8/18/2017 11:05
8/25/2017 11:58
quantity
Mean
Standard Error
Median
Mode
Standard Deviation
Sample Variance
Kurtosis
Skewness
Range
Minimum
Maximum
Sum
Count
value
1.285777126
0.00724389
1
1
0.84601691
0.715744612
13.16297117
3.162689366
11
0
11
17538
13640
Mean
Standard Error
Median
Mode
Standard Deviation
Sample Variance
Kurtosis
Skewness
Range
Minimum
Maximum
Sum
Count
delivered
0
0
0
0
0
0
#DIV/0!
#DIV/0!
0
0
0
0
13640
Mean
Standard Error
Median
Mode
Standard Deviation
Sample Variance
Kurtosis
Skewness
Range
Minimum
Maximum
Sum
Count
0.994648
0.007549
1
1
0.881605
0.777228
11.26139
2.376581
12
0
12
13567
13640
accepted
Mean
Standard Error
Median
Mode
Standar...