可视化设计Assignment01

Posted 2022-11-14 文恒

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一、Assignment设计要求：

1、Your task is to design a static (i.e., single image) visualization
2、Which effectively communicates the data and provide a short write-up describing your design
3、While you must use the data set given, note that you are free to transform the data as you see fit
4、You are also free to incorporate external data as you see fit
5、Your chart image should be interpretable without recourse to your short write-up
6、Do not forget to include title, axis labels or legends as needed

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二、设计理由：
1、目的：
* 清晰地展示三种抗生素对16种细菌的不同效果
* 突出在Positive Gram与Positive Gram最有效的抗生素
2、数据的特点：
* 涉及两种对象（抗生素与细菌），一种属性（Gram Staning）
* 数据的波动幅度较大（0.001 ~ 870），分组数据有不同的波动范围
3、尝试的可视化形式（最后选择Split Bars）：
* Stacked Bars
* Lines Chart
* Column Chart

* 同心圆模式（他人作品）

三、原始数据：

1、The values in the table represent the minimum inhibitory concentration (MIC)
2、The reaction of the bacteria to Gram staining is described by the covariate “gram staining”
3、Bacteria that are stained dark blue or violet are Gram-positive，Otherwise, they are Gram-negative
4、Which drug worked most effectively for which bacterial infection

Bacteria	Penicilin	Streptomycin	Streptomycin	Gram Staining
Aerobacter aerogenes	870	1	1.6	negative
Brucella abortus	1	2	0.02	negative
Brucella anthracis	0.001	0.01	0.007	positive
Diplococcus pneumoniae	0.005	11	10	positive
Escherichia coli	100	0.4	0.1	negative
Klebsiella pneumoniae	850	1.2	1	negative
Mycobacterium tuberculosis	800	5	2	negative
Proteus vulgaris	3	0.1	0.1	negative
Pseudomonas aeruginosa	850	2	0.4	negative
Salmonella (Eberthella) typhosa	1	0.4	0.008	negative
Salmonella schottmuelleri	10	0.8	0.09	negative
Staphylococcus albus	0.007	0.1	0.001	positive
Staphylococcus aureus	0.03	0.03	0.001	positive
Streptococcus fecalis	1	1	0.1	positive
Streptococcus hemolyticus	0.001	14	10	positive
Streptococcus viridans	0.005	10	40	positive

设计的展现的效果
It illustrates the most effective antibiotic on negative or positive gram
Showing the effectiveness of three antibiotics on 16 different bacteria