Posted: February 28th, 2023

week 4 ass chf

attached 

Running head: INFOGRAPHIC 1

INFOGRAPHIC 5

Complete the following analysis of the 

CHF data set

 Download CHF data set

.

Variable Types

Variables can be measured as categories (nominal or ordinal) or on a continuous range of scores (interval or ratio). For each of the variables in the CHF data set,

· Create a table and indicate if the variable is nominal, ordinal, ratio, or interval.

Descriptive Statistics

Using the formulas provided in the 
A Practical Approach to Analyzing Healthcare Data textbook or the Data Analytics Toolpak, for the admission source (admsrc), sex, discharge destination (dischdest), and patient age category (age),

· Generate the following information for each of the following descriptive statistics:

· Mean

· Standard Error

· Median

· Mode

· Standard Deviation

· Sample Variance

· Kurtosis

· Skewness

· Range

· Minimum

· Maximum

· Sum

· Count

Frequency Distribution

· Create a frequency distribution table for the admission source that includes each of the following:

· Gender

· Discharge Status

· Age Category

· Number of Diagnosis Codes

Chi Squared Test of Independence

The chi-squared test of independence is a statistical test used to test if there is a relationship between categorical (categories) data. For additional assistance calculating chi-square, review the 

Chi-Square Help

 Download Chi-Square Help

resource.

Complete the following:

· Determine if there is an association between sex and admission source from the CHD data set.

· Create the null hypothesis that there is no association between the patient sex and admission source.

· Create the alternative hypothesis that there is an association between the patient sex and admission source.

· Calculate the 
p-value.

· Excel has a function called CHISQ.test to compute the probability of a particular chi-square value. Using the CHF data for sex and admission source, select a cell into which you want to enter the CHIQ.TEST function. Click on “Formulas,” “More functions,” “Statistical menu option” and scroll down to select “CHISQ.TEST.” Enter the sex range of values in the actual-range box. Enter the admission source range of values in the expected -range box. Click OK to calculate the 
p-value.

· Indicate whether you are rejecting or accepting the null hypothesis.

· A chi-square test will give you a 
p-value. The 
p-value will tell you if your test results are significant or not. A 
p-value of 0.05 is 5%. Small 
p-values, generally under 5%, usually mean you should reject the null hypothesis.

The premise of CHART (contrast, hierarchy, accuracy, relevance, truth) in Tutorial

I agree with the premise of CHART because demand for infographics moved into high gear. It is important to follow these aspects to enhance the audience’s attention toward the infographic(Allovub, 2014). It can also become the best source for promoting a business because hierarchy, accuracy, relevancy, contrast, and truth are crucial aspects of business presentations.

Example of Infographic

Critique the Infographic. What do you like or dislike about the Infographic, and why?

The infographic given is an excellent piece because all of the important things are described in it. What I like the most about the infographic is the statistics given in it. The statistics increase the credibility of the infographic. The infographic is also very attractive due to the choice of colour.

Describe how you would create an Infographic.

For creating an infographic, I will use several steps:

· Determine the main goal of the infographic and the target audience it is meant for.

· It will help in deciding on the content, tone, and design elements that should be included.

· Research and gather data relevant to the topic of the infographic. It can be in the form of statistics, facts, or other information that can be presented visually.

· The best decision regarding the structure and layout of the infographic. It may include dividing the information into categories and creating a hierarchy.

Discuss whether there are free templates for creating an Infographic in addition to the site in your required reading.

Yes, there are several free templates available for creating an infographic. Some popular websites that offer free infographic templates include:

· Canva

· Piktochart

· Venngage

· Easelly

· Infogram

So many other websites offer free templates for creating infographics, so it is worth exploring a few to find one that meets your needs. The infographic can be easily created using the free templates provided on the website.

Discuss whether there are any tutorials on creating an Infographic.

Yes, many tutorials are available on creating an infographic, both online and in print. Here are some sources where you can find tutorials on creating an infographic: many online tutorials and articles provide step-by-step instructions on creating an infographic. There are several books and eBooks available that provide detailed guidance on creating infographics. Graphic design forums and communities, such as Dribbble and Behance, offer discussion threads and resources to learn how to create infographics.

Identify and summarize an article on Infographic.

The article “Getting Graphic about Infographics: Design Lessons Learned from Popular Infographics” by Joanna C. Dunlap and Patrick R. Lowenthal explores the design elements of successful infographics and presents lessons learned from popular infographics (Dunlap, 2023). The authors analyze a sample of popular infographics and identify common design elements, such as visual hierarchy, colour usage, and typography. They also discuss the importance of effectively communicating information through an infographic, including simplifying complex data and using appropriate visual cues to guide the reader. The authors conclude by presenting a set of design lessons that can be applied to creating an effective infographic.

References
Allovub. (2014). 5 keys to a great infographic. Retrieved 02 05, 2023, from allovusdesign: https://allovusdesign.blog/2014/10/09/5-keys-to-a-great-infographic/
Dunlap, J. C. (2023). Getting graphic about infographics: design lessons learned from popular infographics. Journal of Visual Literacy, 42-59.

image1

Data

Patient
LOS
Age
Sex
AmtReim
TotAccomChg
TotDeptChg
NumDxCodes
admsrc
dischdest
drgcode

1
8
4
1
10372
19632
8144
9
4
06
291

2
5
4
2
10306
12270
23259
9
1
01
291

3
2
4
2
10306
4908
12834
9
1
01
291

4
2
5
2
10372
4908
5459
9
7
01
291

5
2
3
2
6200
4908
8893
7
1
01
293

6
5
4
1
6186
12270
25758
6
7
01
293

7
7
6
2
10372
18816
14516
9
7
06
291

8
6
7
2
7224
14724
8105
4
1
01
293

9
4
7
2
6200
9816
22244
9
1
06
293

10
8
7
1
6200
19632
6506
8
4
01
293

11
6
9
1
7328
14724
9108
9
1
06
292

12
7
3
2
7307
18816
17622
9
1
62
292

13
8
3
1
10372
21816
15152
9
7
06
291

14
17
4
2
10306
59718
39275
9
4
06
291

15
3
7
1
6200
7362
23293
9
7
06
293

16
6
8
2
7328
14724
11008
9
1
06
292

17
5
8
2
7328
12270
7951
9
1
06
292

18
3
5
1
9604
8181
6400
9
1
01
291

19
3
3
1
7307
7362
15891
9
1
01
292

20
18
8
2
9348
44172
44636
9
1
62
291

21
8
4
1
10306
22632
16528
9
4
62
291

22
3
9
2
7111
7362
7642
9
6
03
291

23
3
5
1
8352
7362
21648
9
4
01
292

24
6
5
2
7224
14724
13808
7
1
06
293

25
3
3
1
7125
7362
7051
9
7
06
292

26
3
3
1
7307
7362
13726
9
7
01
292

27
7
9
2
7328
17178
11598
9
5
01
292

28
6
9
2
10372
16362
9502
9
7
03
291

29
6
6
1
7224
14724
3841
9
4
01
293

30
7
9
2
10372
17178
11772
9
1
20
291

31
3
9
2
8096
8181
12812
9
5
03
292

32
3
9
2
7224
7362
18325
9
7
62
293

33
7
4
2
10372
17178
25524
9
7
01
291

34
2
3
2
6186
4908
20305
8
7
01
293

35
3
6
1
7156
8181
7851
9
7
06
292

36
13
7
1
10372
31902
38027
9
4
62
291

37
7
6
2
10306
17178
21988
9
4
01
291

38
12
6
1
7307
29448
33959
9
7
06
292

39
7
8
2
10306
17178
7653
9
7
03
291

40
10
8
2
9348
27270
12287
9
5
03
291

41
4
7
2
7224
9816
6545
6
4
62
293

42
10
3
1
7328
27270
51831
9
1
06
292

43
4
8
1
7328
10089
8197
9
1
06
292

44
14
7
2
9314
36290
26885
9
1
63
291

45
5
7
2
7328
12270
7381
9
1
01
292

46
11
6
1
10372
27813
29640
9
6
20
291

47
3
4
1
10306
7362
16110
9
1
01
291

48
4
8
1
8352
10635
16165
9
1
06
292

49
4
8
2
8352
9816
9050
9
5
03
292

50
14
6
1
10372
52356
54000
9
4
63
291

51
4
6
2
7307
9816
19578
9
4
01
292

52
2
7
2
5077
5454
7349
9
7
06
291

53
6
7
2
10372
16089
14907
9
2
03
291

54
6
7
1
6200
14724
7592
9
1
01
293

55
1
8
1
6200
2454
12934
9
7
01
293

56
7
8
1
8352
17178
20868
5
7
06
292

57
2
8
2
6946
4908
5275
7
1
06
293

58
2
8
2
8299
4908
6669
7
1
01
292

59
3
7
2
7091
7362
16887
9
7
06
291

60
4
8
2
8352
9816
19391
9
7
01
292

61
8
4
1
10306
21543
34499
9
1
06
291

62
12
3
1
10372
29721
36984
9
7
06
291

63
5
9
2
9348
12270
14455
9
7
01
291

64
3
4
2
8135
7362
21724
9
4
62
291

65
5
9
1
8352
12270
9817
9
7
06
292

66
9
8
1
7328
22086
12891
9
1
01
292

67
4
5
1
8352
9816
8099
7
1
01
292

68
16
6
2
9389
39264
56077
9
7
20
291

69
4
7
2
8299
9816
6609
9
7
06
292

70
2
7
2
5954
4908
11836
9
7
06
293

71
10
6
2
7307
27270
11076
9
1
62
292

72
6
6
2
9348
16362
8068
9
1
03
291

73
7
7
2
8385
17178
3737
9
1
03
292

74
1
4
1
7307
2454
6343
9
1
01
292

75
4
9
1
8352
9816
9802
9
7
06
292

76
2
5
2
6200
4908
17325
7
1
01
293

77
2
7
1
7328
4908
10749
9
1
01
292

78
18
4
2
8352
49086
23614
9
7
03
292

79
6
4
1
9348
14724
39146
7
1
01
291

80
4
5
1
6186
9816
14517
9
1
01
293

81
5
8
2
6200
12270
10710
9
1
06
293

82
11
3
1
5176
29724
13601
9
7
07
293

83
4
3
1
10104
9816
17515
9
7
06
291

84
6
3
1
9348
14724
8024
9
7
06
291

85
12
6
2
7328
29448
17512
9
7
06
292

86
1
6
2
7307
5454
13419
9
7
20
292

87
1
8
1
7307
2454
7257
9
1
01
292

88
17
7
2
24691
81537
92645
9
5
20
291

89
19
4
2
7307
51813
22010
9
7
06
292

90
8
5
2
9348
19632
28685
9
7
62
291

91
8
5
2
10372
19632
12937
9
6
62
291

92
10
8
2
7328
24540
20389
9
1
03
292

93
3
6
2
7224
7362
4845
8
7
01
293

94
5
8
1
10306
12270
11413
9
4
01
291

95
3
8
1
7111
7635
7573
9
1
06
291

96
8
8
1
7328
19632
9014
9
1
06
292

97
6
9
2
9348
14724
15619
9
7
06
291

98
2
3
1
0
5454
14680
9
1
01
291

99
8
4
1
7178
19632
27023
8
7
06
293

100
7
8
1
6200
17178
15861
9
1
06
293

101
5
3
2
8299
12270
9417
9
1
06
292

102
47
7
1
19293
115897
40341
9
4
50
291

103
6
8
1
9348
14724
16173
9
7
03
291

104
6
8
1
7307
14724
7696
9
1
06
292

105
8
6
1
9348
21816
11337
9
1
06
291

106
3
7
1
6200
7362
4854
6
7
01
293

107
12
7
2
6200
29448
22170
9
7
03
293

108
2
9
1
5077
4908
4975
9
7
06
291

109
13
9
2
8352
35451
22129
9
7
62
292

110
4
6
1
8299
9816
20513
9
7
01
292

111
14
6
1
7224
43356
31181
9
7
62
293

112
5
7
2
8352
13635
7406
9
4
06
292

113
9
5
1
7307
22086
15972
9
7
06
292

114
6
7
1
9348
14724
14957
9
7
06
291

115
13
7
2
7252
31902
15884
9
7
06
293

116
5
3
1
7328
12270
15440
9
1
01
292

117
5
5
2
10372
12270
12367
9
4
06
291

118
6
3
2
9314
14724
9204
9
1
01
291

119
6
4
1
9348
14724
14024
9
1
06
291

120
11
6
1
9314
26994
17687
9
4
06
291

121
25
8
2
13283
70350
61336
9
1
03
291

122
11
9
2
8299
26994
10189
9
7
06
292

123
4
8
2
8299
9816
5602
9
4
03
292

124
4
8
1
10372
9816
6083
9
7
01
291

125
15
8
2
7328
39267
42305
9
7
06
292

126
17
7
1
8352
41718
56768
9
6
65
292

127
8
7
1
7328
19632
21843
9
7
06
292

128
3
7
2
9314
7362
11111
9
7
01
291

129
4
5
1
8352
9816
5931
9
7
06
292

130
6
7
2
9314
13054
35895
9
7
06
291

131
2
8
2
9348
4908
7574
7
1
01
291

132
9
4
1
9389
22086
38094
9
1
01
291

133
10
8
1
8352
24540
14220
9
7
62
292

134
5
8
1
7224
12270
9956
9
6
62
293

135
8
7
1
7307
21816
18192
8
7
62
292

136
7
7
2
10058
18270
21166
9
5
03
291

137
6
7
2
7328
14724
19871
9
7
03
292

138
6
9
2
6200
16362
9560
9
1
06
293

139
4
8
1
7328
9816
8393
9
1
03
292

140
5
8
2
9348
12270
12906
9
1
06
291

141
2
9
2
5088
4908
4317
9
1
06
292

142
11
8
2
9348
26994
37174
9
1
01
291

143
22
7
2
10372
59721
31004
9
1
06
291

144
3
7
2
7224
7362
8213
8
7
06
293

145
7
7
2
6200
17178
21553
9
7
06
293

146
6
7
1
6186
14724
8024
9
7
06
293

147
4
8
2
6200
9816
6995
6
1
06
293

148
7
7
2
9348
17178
14906
9
5
03
291

149
7
7
1
8352
17178
13895
9
1
06
292

150
7
7
1
9348
23178
13867
9
7
06
291

151
10
6
1
0
27270
19106
9
7
06
291

152
4
4
1
7178
13635
13328
9
7
06
293

153
9
4
1
10372
24543
16223
9
7
06
291

154
10
4
1
10372
27270
14859
9
1
06
291

155
5
9
1
7328
13635
22619
9
7
06
292

156
10
8
2
8352
24813
20491
9
1
06
292

157
2
8
2
7224
4908
7530
6
1
01
293

158
3
6
2
8096
7362
8240
9
1
06
292

159
4
7
1
9389
9816
8370
9
7
01
291

160
7
7
2
7328
17178
8819
9
1
06
292

161
6
7
2
10372
20724
19088
9
7
20
291

162
7
7
1
8299
17178
23280
9
7
63
292

163
3
6
1
7224
7362
7926
9
1
06
293

164
4
6
1
9145
9816
7965
9
1
06
291

165
17
6
1
10413
41718
21486
9
1
51
291

166
10
6
2
8352
26451
18721
9
7
03
292

167
4
5
2
6186
9816
11391
8
1
01
293

168
2
4
2
9348
4908
25068
9
5
01
291

169
5
8
2
7328
12270
13065
9
7
01
292

170
1
9
2
8299
5454
14773
9
5
20
292

171
4
8
2
8299
9816
17999
9
7
03
292

172
14
7
2
9348
34356
39941
9
7
03
291

173
15
7
2
10372
36810
35288
9
5
03
291

174
5
7
2
10306
12270
6764
9
7
03
291

175
2
7
1
5077
4908
4450
9
7
06
291

176
4
7
1
10169
9816
12498
9
7
06
291

177
1
7
1
6200
2454
4546
9
7
20
293

178
9
6
1
8299
22086
24650
9
1
06
292

179
18
5
2
10413
49086
24523
9
1
01
291

180
4
8
1
7307
9816
13703
9
1
06
292

181
10
8
1
10372
25359
27084
9
6
20
291

182
4
7
2
7328
9816
9117
9
1
62
292

183
4
8
2
7328
9816
16523
9
1
03
292

184
10
9
1
10372
24540
20580
9
7
03
291

185
5
9
1
8352
12270
14783
9
7
06
292

186
4
9
1
8352
10908
9856
8
7
06
292

187
2
9
1
6062
4908
4814
9
7
06
291

188
3
6
1
7125
7362
10933
9
4
06
292

189
16
6
1
9996
81537
48878
9
6
20
291

190
6
6
2
7307
14724
14252
9
4
06
292

191
4
3
1
9348
10908
22982
9
7
01
291

192
10
7
2
10306
24540
21039
9
7
03
291

193
3
6
2
8083
7362
7839
8
7
06
291

194
8
6
2
7328
19632
9017
9
1
06
292

195
8
9
1
9348
19632
11476
5
1
03
291

196
3
6
1
9348
7362
13545
9
1
01
291

197
6
3
1
6200
14724
20531
9
1
06
293

198
2
6
1
6112
4908
6006
9
1
03
292

199
4
7
2
6186
9816
8047
8
7
06
293

200
12
7
2
10372
29448
26315
9
5
03
291

201
17
7
1
9348
41718
29424
9
1
06
291

202
10
4
2
8299
24540
13549
9
1
03
292

203
3
4
2
8135
7362
15985
9
5
03
291

204
4
9
2
9145
9816
5648
9
7
06
291

205
5
4
2
7307
12270
13066
9
1
01
292

206
4
8
1
9348
9816
14594
9
7
01
291

207
10
4
1
7307
24540
21355
9
7
03
292

208
5
9
2
10306
12270
7470
9
7
06
291

209
9
9
2
10306
22086
20359
9
7
06
291

210
1
9
1
6200
2454
11895
9
7
01
293

211
11
6
1
7328
26994
12474
9
7
50
292

212
16
6
1
8352
39810
49354
9
7
62
292

213
3
6
1
6186
7362
5371
9
7
50
293

214
4
6
2
6186
9816
17176
9
7
06
293

215
4
8
1
8299
9816
5386
9
5
03
292

216
4
8
1
7224
9816
20038
8
7
06
293

217
4
8
2
8299
8814
4159
5
7
06
292

218
1
4
1
7224
2454
3631
6
1
01
293

219
10
4
2
9314
24540
45508
9
1
62
291

220
5
7
1
7328
12270
5904
9
1
01
292

221
2
7
2
0
4908
14757
7
7
01
293

222
12
7
1
7328
29448
27402
9
1
03
292

223
15
9
2
9314
36810
19218
9
7
62
291

224
5
9
2
8352
12270
4125
9
1
06
292

225
5
9
2
7224
12270
9425
9
7
06
293

226
5
9
2
6228
12270
4807
9
1
06
293

227
17
8
2
13203
64558
62748
9
7
20
291

228
6
8
1
7178
14724
13875
6
7
01
293

229
4
8
1
6200
9816
18811
9
7
06
293

230
10
8
1
10372
24540
15363
9
7
06
291

231
6
6
1
9314
13054
7594
9
1
06
291

232
6
7
1
6200
16362
8481
9
1
01
293

233
11
8
1
4850
29997
28589
9
6
20
291

234
1
9
2
3050
2454
6291
9
7
06
292

235
1
2
2
10306
2727
18699
9
4
01
291

236
2
5
2
7307
4908
5110
9
1
01
292

237
4
5
2
7328
9816
9821
9
1
01
292

238
1
3
1
6186
2454
12585
9
1
01
293

239
5
8
2
10372
12270
23082
8
7
06
291

240
9
9
2
10306
23178
12147
9
5
01
291

241
3
8
1
9348
7362
8456
9
7
01
291

242
2
5
1
5088
4908
13418
9
7
06
292

243
4
9
2
10104
9816
8225
9
4
06
291

244
2
6
1
6946
4908
7100
9
1
06
293

245
6
6
2
7328
14724
10096
9
7
06
292

246
5
8
2
6200
12270
11347
9
7
06
293

247
4
8
2
6186
9816
10900
7
7
06
293

248
17
9
2
10306
41718
24289
9
4
20
291

249
13
7
2
7307
31902
22532
9
7
06
292

250
11
8
1
6200
29997
13888
9
1
06
293

251
2
7
1
6991
4908
10297
9
1
06
293

252
5
8
2
7224
12816
5951
9
7
06
293

253
5
4
2
9348
13635
22709
9
7
06
291

254
7
6
2
6200
19089
15749
9
7
62
293

255
11
6
2
9348
26994
21738
9
7
62
291

256
8
6
1
8299
19632
18865
9
4
06
292

257
4
8
1
7224
9816
9616
9
1
06
293

258
10
5
1
9314
24540
42265
9
7
03
291

259
5
8
2
8352
12270
12269
9
1
06
292

260
18
8
2
10306
49086
30427
9
7
03
291

261
4
7
2
8299
9816
25656
9
1
06
292

262
23
4
1
0
89445
39396
9
7
51
291

263
2
6
1
8352
5454
7815
8
7
01
292

264
3
6
2
8096
7362
8185
9
7
06
292

265
3
5
1
7178
7362
8012
9
7
06
293

266
6
5
1
8299
14724
5542
9
7
06
292

267
2
6
1
6200
4908
16489
9
7
01
293

268
5
6
1
8352
12270
12246
9
1
01
292

269
34
8
1
32788
119436
87820
9
7
20
291

270
3
8
1
7104
7362
2484
9
1
06
292

271
5
8
1
7178
12270
6066
9
1
06
293

272
9
6
1
8352
22086
22238
9
1
06
292

273
3
8
1
8135
7362
15272
9
7
63
291

274
3
8
1
8149
10908
20721
9
7
06
292

275
6
8
1
10306
14724
9614
9
7
03
291

276
4
5
2
7328
9816
14719
9
1
01
292

277
16
8
2
10413
39264
40591
9
7
20
291

278
20
4
2
6090
54267
48128
9
7
06
291

279
9
3
1
10306
40086
62025
9
1
20
291

280
7
7
2
7178
17178
18664
9
4
65
293

281
10
7
1
5293
26997
18455
9
5
03
291

282
2
8
1
6186
4908
9125
9
1
01
293

283
9
6
1
10306
22086
16268
9
1
01
291

284
5
4
1
7328
13635
8158
9
7
20
292

285
1
4
1
3056
2727
4455
9
7
06
292

286
2
4
2
9348
4908
10009
9
1
01
291

287
3
3
1
10413
10362
33567
9
7
01
291

288
3
8
1
6200
7362
9463
9
2
06
293

289
2
7
2
7328
5181
7370
9
7
01
292

290
9
8
2
9348
22086
14179
9
7
06
291

291
11
8
2
8352
26994
14936
9
7
03
292

292
4
8
2
9112
9816
15547
9
7
05
291

293
7
8
2
8352
17178
21798
9
7
06
292

294
11
7
2
7328
29997
17736
9
1
06
292

295
6
7
2
0
16089
14351
9
1
06
291

296
10
7
2
0
27270
13234
9
1
06
292

297
12
6
1
10306
29448
41799
9
4
06
291

298
12
8
2
10306
31632
24625
9
1
03
291

299
5
5
2
6186
12270
13170
9
7
01
293

300
1
3
1
3800
2727
6118
9
4
06
292

301
38
3
1
7320
190890
262383
9
7
20
291

302
7
9
1
10306
17178
15214
9
5
03
291

303
5
3
1
9348
12270
18549
9
4
01
291

304
6
8
2
7328
14724
9972
9
4
01
292

305
12
3
1
7328
29448
32845
9
1
06
292

306
15
9
1
9348
36810
40286
9
7
03
291

307
7
6
1
7252
17178
9586
9
7
03
293

308
4
6
1
9112
9816
11703
9
7
06
291

309
6
9
2
8385
16089
7453
9
5
03
292

310
7
9
2
7307
18270
24993
9
7
62
292

311
4
5
1
7307
9816
14962
9
4
06
292

312
2
6
2
10372
10908
19015
9
7
20
291

313
8
8
2
7224
21543
11179
9
5
20
293

314
4
8
1
7224
9816
5276
9
4
06
293

315
5
9
2
9348
12270
9704
9
7
06
291

316
5
9
2
7224
12270
7748
9
7
06
293

317
3
7
1
31
7362
16668
9
1
06
292

318
6
5
2
9348
14724
10998
9
1
01
291

319
4
6
2
7178
10908
7304
9
7
01
293

320
3
8
1
6228
7362
5733
9
7
01
293

321
5
8
1
7328
12270
22359
9
1
01
292

322
8
7
2
8299
19632
24769
9
6
03
292

323
5
7
2
6200
12270
13403
8
1
01
293

324
7
8
1
6200
17178
13961
9
4
06
293

325
4
7
1
7178
9816
7718
7
7
03
293

326
7
4
1
8352
17178
17080
9
1
01
292

327
3
3
1
9348
7362
14889
9
7
01
291

328
6
9
1
9389
14724
17634
9
7
06
291

329
5
5
1
8352
12270
7398
9
7
01
292

330
2
4
2
7361
4908
3530
9
1
01
292

331
6
3
1
7328
16362
23076
9
1
01
292

332
4
7
2
9112
9816
6107
9
1
06
291

333
4
8
1
7307
11576
10013
9
1
06
292

334
12
7
1
8352
32724
10951
9
4
62
292

335
5
8
1
7224
12270
9561
9
7
06
293

336
9
7
1
8352
22086
10719
9
7
62
292

337
3
6
1
7111
7362
6079
9
1
06
291

338
9
5
2
8352
22086
26121
9
7
01
292

339
4
5
2
7328
9816
13562
9
1
01
292

340
4
3
1
7328
9816
12504
9
7
01
292

341
6
7
1
9314
14724
14311
9
1
06
291

342
18
6
2
9348
44172
44078
9
7
03
291

343
5
6
1
7328
12270
8970
9
1
01
292

344
21
7
1
38442
54534
165852
9
4
06
291

345
5
9
2
10306
10934
5263
9
4
50
291

346
3
4
1
7328
7362
8339
9
1
01
292

347
8
6
2
7555
19632
11634
9
7
03
292

348
10
5
1
9314
24540
23142
9
1
01
291

349
8
6
2
9389
19632
23894
9
7
06
291

350
1
4
2
10372
2454
8134
9
7
01
291

351
4
4
2
10209
11576
18696
9
7
06
291

352
9
9
1
10306
22905
16157
9
1
06
291

353
4
7
1
7307
9816
9596
9
1
06
292

354
6
7
1
7178
14724
12643
9
7
01
293

355
4
7
2
7361
10635
29103
9
7
06
292

356
26
2
2
20992
70902
94002
9
1
50
292

357
8
8
2
7328
19632
7407
9
7
07
292

358
5
9
1
9314
12270
7433
9
1
03
291

359
4
6
1
8385
9816
27877
4
1
01
292

360
5
7
2
6186
12270
14449
8
4
01
293

361
3
7
2
8096
7908
6675
9
5
06
292

362
2
8
1
5954
5454
7418
9
1
06
293

363
20
7
2
29308
76080
107910
9
7
51
291

364
2
7
1
7307
4908
7635
9
1
01
292

365
1
3
1
9314
2727
12252
9
7
07
291

366
14
3
1
6834
46359
24719
9
1
01
291

367
11
2
1
9314
28359
42020
9
7
06
291

368
3
4
1
9389
7362
17404
9
7
01
291

369
7
5
1
9314
17178
9520
9
1
01
291

370
3
5
2
7104
7362
36842
9
7
06
292

371
2
8
2
6200
4908
8601
9
7
01
293

372
15
6
1
9348
36810
17515
9
1
06
291

373
7
8
1
9348
29178
22667
9
7
03
291

374
3
8
1
10372
7362
11432
9
5
20
291

375
6
9
2
7307
14724
8867
9
1
06
292

376
5
9
2
9348
12270
8019
9
7
06
291

377
4
6
2
9314
10908
16195
9
1
50
291

378
6
4
1
10372
14724
37746
9
7
06
291

379
3
4
1
8135
7362
26073
9
1
06
291

380
18
8
2
10372
48540
50009
9
4
50
291

381
4
8
2
7328
9816
14916
9
7
06
292

382
20
5
2
10372
49080
20857
9
4
03
291

383
15
4
2
9314
36810
17626
9
1
06
291

384
2
7
1
5954
4908
4386
9
7
06
293

385
24
7
1
11539
58896
61342
9
4
62
291

386
15
4
1
8352
48810
51408
9
4
06
292

387
2
4
2
9348
4908
32164
7
7
50
291

388
12
7
2
7361
29448
29337
9
7
03
292

389
2
3
2
5088
4908
8346
8
4
06
292

390
13
6
1
9314
29787
40885
9
1
06
291

Data Dictionary

Data Element
Definition
Values

Patient ID
Patient ID Number

LOS
Length of Stay

Age
Patient Age Category

Sex
Patient Gender

AmtReim
Amount Paid by Medicare

TotAccomChg
Total Accomodation Charges

TotDeptChg
Total Departmental Charges

NumDxCodes
Number of Diagnosis Codes on Claim

admsrc
Admission Source

dischdest
Discharge Destination

drgcode
MS-DRG Code