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Temperatures in Melbourne - historical data
Use this links to download the data: For max temp: http://www.bom.gov.au/climate/change/hqsites/data/temp/tmax.086338.daily.csv For min temp: http://www.bom.gov.au/climate/change/hqsites/data/temp/tmin.086338.daily.csv
Python
Everything related to python programing.
Plot monthly temperature
To clean the plot we compute monthly average: Generated by this code: import matplotlib.pyplot as plt import pandas as pd df_max = pd.read_csv('tmax.csv') df_min = pd.read_csv('tmin.csv') # Assuming df_max and df_min are your DataFrames df_max = df_...
UV trend analysis using python
Get the UV data. Link will come soon.
Artificial Intelligence
Everything related to machine learning and AI
Plot daily temperatures
Here is the attempt to plot the daily max and min temperature. The plot looks very crowded: Here is the code that generate it: import pandas as pd import matplotlib.pyplot as plt import matplotlib.dates as mdates df_max = pd.read_csv('tmax.csv') df_min...
Machine learning classification problems
Generally 2D space with various groups of samples
Additive Manufacturing
Inside additive manufacturing.
Plot yearly average temperature
Here is the result, much cleaner and shows a small trend in temperature increase over 100 years by 2 degrees. Here is the code to plot yearly average temperature: import matplotlib.pyplot as plt import pandas as pd df_max = pd.read_csv('tmax.csv') df_...
Data recorded during a flight from Adelaide to Melbourne
Using a Raspberry Pi and Pi-Hat during a flight from Adelaide to Melbourne the following parameters were recoded: temperature, pressure, humidity, magnetic field, acceleration and orientations.
Microscopy
Microscopy images.
Predict the temperature rise for the next 500 years
Using a linear interpolation here is the trend in temperature increase. Interesting to see that the max temperatures will increase from around 20C to 23 in 500 years whereas the minimum temperatures have a steeper trend going from 11C to 19C for the same p...
Scanning Electron Images
Hobbies
Wrist and wall time keepers that I made myself.
Prediction using SARIMAX
It is interesting to come across this SARIMAX prediction model suggested by Ollama model qwen2.5:13b. Here is the prediction for the existing maximum temperatures. And here we have the predicted minimum temperatures. It seems pretty accurate. And the...
Microscopy images of additive manufactured (3D) parts
Days over 35 °C
Interesting to see how many days are over 35 C. It seems that between 1995 and 2020 we got more days over 35C than before. And here is the code: import matplotlib.pyplot as plt import pandas as pd import matplotlib.ticker as ticker df_max = pd.read_cs...