print(df.describe(percentiles=[.5, .95, .99]))
Searching for "sunshineliststats csv" typically refers to tools like SunshineListStats.com or SunshineList.ca , which provide searchable databases and downloadable formats of the Ontario Public Sector Salary Disclosure. These platforms are generally reviewed as helpful for quickly analyzing trends that are harder to see in the raw Ontario Government releases. Reddit +1 Overview of Data and Access The "Sunshine List" discloses public sector employees earning more than $100,000 annually. Third-party sites often offer CSV downloads to help users run pivot tables or filter data beyond what a mobile phone or basic web search allows. Reddit +1 SunshineListStats.com
Data is typically organized by year, ranging from 1996 to the most recent disclosure (usually released in late March).
SunshineListStats.com is a third-party website that provides tools to search and analyze the (often called the "Sunshine List"). While the official government data is released annually on Ontario.ca (which includes a downloadable CSV file ), SunshineListStats offers a more user-friendly interface for historical comparisons and individual searches. Key Findings & Review Points Public sector salary disclosure 2025 - Ontario.ca Download data * Spreadsheet. * CSV. * JSON (UTF-8) ontario.ca sunshineliststats csv
Use name-recognition algorithms to estimate pay equity across public roles.
There is an inherent tension in the data: it serves a political purpose that is often disconnected from economic reality. The Sunshine List is often cited by critics to argue that the public sector is bloated. Yet, the sunshineliststats reveal that the majority of names on the list are not "bureaucrats" but essential service providers.
The is more than just a list of names; it is a vital tool for civic transparency. By downloading the raw data, you move beyond simple curiosity and gain the power to hold public institutions accountable through rigorous data analysis. print(df
Briefly state:
df = pd.read_csv('sunshineliststats.csv') df['timestamp'] = pd.to_datetime(df['timestamp']) df.set_index('timestamp', inplace=True)
Visualize how many new six-figure earners are added to the list year-over-year. How to Access the Data Third-party sites often offer CSV downloads to help
Searching for a single name on the government website is easy, but if you want to answer complex questions, you need the raw data. A CSV (Comma-Separated Values) file allows you to:
If the goal is to monitor executive excess, the threshold needs to be raised to $200,000 or indexed to inflation. As it stands, the list dilutes its own power. By including the teacher and the surgeon alongside the deputy minister, it creates a false equivalency. The Sunshine List is no longer a spotlight on the rich; it is a mirror reflecting the rising cost of living and the changing value of a dollar. It teaches us that in data analysis, context is everything, and a static number in a dynamic economy is a recipe for distortion.