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Project description
StatViz
is a comprehensive Python library designed to streamline your data exploration process. It offers a suite of functions that cater to various aspects of data analysis:
-
stats_info_viz
: This powerful function acts as a one-stop shop, delivering both statistical summaries and corresponding visualizations. Gain valuable insights into your data through informative statistics alongside clear visual representations. -
stats_info
: If you're seeking in-depth statistical information about your data, the stats_info function is your go-to tool. It calculates and presents relevant statistical measures, aiding you in data exploration and informed decision-making. -
stats_viz
: Focus on creating impactful data visualizations with the stats_viz function. Generate charts and graphs that effectively reveal patterns, trends, and relationships within your data set, enhancing clarity and communication.
To install Python follow this link: text
Implementation
from StatViz.statviz import stats_info_viz, stats_info, stats_viz
Function provides both statistical data and visualizations.
stats_info_viz(file_path="xyz.csv", file_type="csv",init_column=True/False)
or
stats_info_viz(file_path="xyz.xlsx", file_type="excel",init_column=True/False)
Function provides both statistical information.
stats_info(file_path="xyz.csv",file_type="csv",init_column=True/False)
or
stats_info(file_path="xyz.xlsx",file_type="excel",init_column=True/False)
Function provides both statistical visualizations.
stats_viz(file_path="xyz.csv", file_type="csv")
or
stats_viz(file_path="xyz.xlsx", file_type="excel")
Contributers
- Namitha Kolur
- Ashok Kumar S
Project details
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