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ds_​jobs_​official_​v2

DATA SCIENTISTS ANALYSIS Replacing ColumnsNode 27Salary MeanNode 41Cleaning salary variableBinning SalaryFilter for descriptive Age distribution globallyJob TitleOverallNodeUS NodeItalyformal educationUS NodeIndiaNodeData scientistscode experienceDecision Tree ModelCode experienceML experienceML ExperienceML ExperienceDevelopmentCompany SizeUsage of MLTeam SizeDevelopmentATTEMPT TO ANALYZE MULTIPLE COLUMNSTPU (Tensor Process Unit)Age binnedCode Experience BinnedML Experience Binned (Data Scientists)ML Experience Binned (General)Random Forest ModelNode 879Node 883Node 884Node 885Node 886Node 887Country zones BinningReplace ? with AsiaNode 890Node 891Node 892Node 894 Python Script (1⇒1) Python Source Column Filter Cell Replacer Nominal ValueRow Filter Python Script (1⇒1) Auto-Binner Column Filter Bar Chart Pie chart (local) Bar Chart Bar Chart Row Filter Bar Chart Row Filter Bar Chart Row Filter Bar Chart Row Filter Bar Chart Row Filter Bar Chart Decision Tree Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Frameworks Bar Chart Rule Engine Rule Engine Rule Engine Rule Engine Random Forest Column Filter Statistics Statistics Column Filter Statistics Histogram (local) Rule Engine Missing Value Python Script (1⇒1) Crosstab (local) Nominal ValueRow Filter Gradient Boosting DATA SCIENTISTS ANALYSIS Replacing ColumnsNode 27Salary MeanNode 41Cleaning salary variableBinning SalaryFilter for descriptive Age distribution globallyJob TitleOverallNodeUS NodeItalyformal educationUS NodeIndiaNodeData scientistscode experienceDecision Tree ModelCode experienceML experienceML ExperienceML ExperienceDevelopmentCompany SizeUsage of MLTeam SizeDevelopmentATTEMPT TO ANALYZE MULTIPLE COLUMNSTPU (Tensor Process Unit)Age binnedCode Experience BinnedML Experience Binned (Data Scientists)ML Experience Binned (General)Random Forest ModelNode 879Node 883Node 884Node 885Node 886Node 887Country zones BinningReplace ? with AsiaNode 890Node 891Node 892Node 894Python Script (1⇒1) Python Source Column Filter Cell Replacer Nominal ValueRow Filter Python Script (1⇒1) Auto-Binner Column Filter Bar Chart Pie chart (local) Bar Chart Bar Chart Row Filter Bar Chart Row Filter Bar Chart Row Filter Bar Chart Row Filter Bar Chart Row Filter Bar Chart Decision Tree Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Bar Chart Frameworks Bar Chart Rule Engine Rule Engine Rule Engine Rule Engine Random Forest Column Filter Statistics Statistics Column Filter Statistics Histogram (local) Rule Engine Missing Value Python Script (1⇒1) Crosstab (local) Nominal ValueRow Filter Gradient Boosting

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