Update README.md

chore: add latest values

append latest values for apr and roi

feat: enable auto-ranging for x-axis and y-axis in APR and ROI charts

feat: add corrected APR and ROI data CSV file and update .gitignore

feat: add requirements.txt with necessary dependencies

feat: refactore code and add corrected apr and roi values

feat: enhance responsiveness and styling of APR vs Agent Hash graph

feat: rename APR vs Agent Hash tab to Performance Graph and update title in graph layout

feat: adding baseline for performance graph

feat: adding volumne graph

feat: ROI runtime calculation fixed and log individual agent runtimes

feat: update active agent count logic

feat: enhance hover data to include formatted timestamps and active agent counts for the last 24 hours

feat: add initial data files and API test scripts for agent statistics and APR analysis

feat: convert ROI values to percentages and update related annotations and ranges

feat: add roi graph

chore: missing adjusted apr data

feat: update hover text and trace names for average APR consistency

feat: set fixed x-axis range start date

feat: update graph text labels to use brackets for consistency

feat: remove x-axis title annotations from combined time series graphs for cleaner presentation

feat: adjust font sizes in combined time series graph for improved readability

feat: enhance graph annotations and increase font sizes for better readability

feat: update graph titles and enhance font styling for clarity and consistency

feat: enhance graph responsiveness and add annotations for clarity

feat: update dashboard title to reflect Average Modius Agent Performance

feat: update README title and short description to reflect Modius Agent Performance

checking migration to modius dashboard

feat: change default visibility of agents to hidden and update y-axis range for improved clarity

chore: add line for ajusted apr graph button to select the graph line

refactor: update logging configuration for reduced verbosity and improved outlier handling

feat: enable autoscaling for y-axis and x-axis in combined time series graph

feat: enhance graph layout with increased dimensions and improved x-axis formatting

fix: set fixed y-axis range and filter out agent with high APR values

feat: add markers for all agents and toggle for top agents

chore: clean up the graph and add cumulative average graph

fix: add moving avg and top 5 agents to toggle

Merge remote changes and resolve conflicts in apr_visualization.py

fix line graph

feat: add detailed debug logging for time series graph creation and simplify APR data plotting

feat: update combined time series graph to connect APR data points with consistent line color and improved legend handling

feat: update APR data filtering to exclude zero and -100 values, enhance graph handling for negative APR

feat: filter out non-positive APR values and update graph handling for positive values only

feat: enhance combined time series graph with fixed y-axis range and improved marker handling

feat: enhance data consistency and logging in combined time series graph

fix: run diagnostics

feat: add timezone adjustment function and enhance logging for timestamp handling

refactor: streamline APR visualization generation and update graph handling

feat: add debug print statements for combined agent data in time series graph