Sunshineliststats Csv __link__ 【Linux】

df = pd.read_csv('sunshineliststats.csv') df['timestamp'] = pd.to_datetime(df['timestamp']) df.set_index('timestamp', inplace=True)

Histogram of network_latency_ms – show right skew. Figure 2: Time series of bitrate_mbps – annotate a period of instability. sunshineliststats csv

Ontario Sunshine List | Search for People, Employers, Positions df = pd

However, analyzing the data over the last decade reveals a drastic shift in the volume of entries. According to Bank of Canada inflation calculators, $100,000 in 1996 is equivalent to roughly $175,000 today. By refusing to adjust the threshold, the government has inadvertently transformed the list from a "who’s who" of executives into a roster of mid-level professionals. Fire captains, high school teachers with tenure, and registered nurses now appear alongside deputy ministers. The data argues that $100,000 is no longer a symbol of luxury; in the Greater Toronto Area, it is increasingly the entry fee to the middle class. According to Bank of Canada inflation calculators, $100,000

Perfect for creating interactive dashboards that show geographic distribution or departmental spending. Common Findings in the Stats

Search for "Public sector salary disclosure."