选择正确的可视化技术来进行数据展示

Hello There , Namaste!!What Is Data Visualization?Data visualization is the technique of converting raw data into a visual representation , such as a map or graph, to make data easier for us to understand and extract useful insights .The main goal of data visualization is to put large datasets into visual representation . It is one of the important steps and simple steps when it comes to data scienceSelecting Best Data Visualization TechniquesPicking out best techniques solely depends upon the type of visualization we want to achieve between various data sets, such as:1 Relation2 Distribution3 Composition4 Comparison1 RelationIf our main goal is to show a relation between between two or more sets of variables , the best choices would be:Bubble Plot ( in case of three variables/dimensions)Scatter Plot ( in case of two variables/dimensions)2 DistributionIf our main goal is to show the distribution of the data points , the best choices would be:Histogram/Column Chart( in case of few data points )Line Histogram ( in case of large number of data points)Scatter plot ( in case of two variables)3 CompositionIf our aim is to highlight the composition of our data, having following properties:a. Dynamic Nature Of composition:Best Choices would be:Stacked Column ChartStacked Area Chartb. Static Nature Of composition:Best Choices would be:Pie ChartWaterfall Chart4 ComparisonIf our main goal is to show a direct comparison between two or more sets of data points / information in following way:a. Comparison on the basis of Multiple itemsBest Choices would be:Spider charts( In case of Less Items)Bar charts( In case of More Items)Tableb. Comparison Over TimeBest Choices would be:Line ChartColumn Chart( just like we used for distribution as mentioned above)Area ChartSumming up all the above mentioned topicsWith this I finish this blogThank you so much for taking your precious time to read this blog. Feel free to point out any mistake(I’m a learner after all) and provide respective feedback or leave a comment.运用 Hightopo 自主研发的 HT for Web ，能轻松实现数据可视化。