Index of code examples:
Important:
The scripts in this blog are not licensed and you are free to use them as you see fit, however the code is provided on an "as is" basis, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work.
Coursera R course weekly assignments:
assignment 2
assignment 2, part 2
assignment 2, part 3
Week 3 assignmnet
R scripts
ggplot2-basic tutorial
Using R to get Wikipedia stats (depricated)
pandas and Python
Pandas beginner tutorial
remove or add rows and columns to a pandas dataset
Pandas - conditionally select rows by column values
reshaping data with pandas
visualise a correlation matrix using Python
using plotly to plot geographic data
using basemap to plot geographic data
using pandas to get historical forex data
plot pandas value_counts()
generate a word cloud
load data into an SQLite table using python
importing numbers with commas into pandas (for example: 1,234)
putting multiple plots on the same axes - matplotlib
Natural Language Processing
NLTK-analyse data from the web
NLTK-measuring frequency distributions
NLTK-find key words in text
NLTK's clean_html() function
NLTK-ngrams
NLTK-analyse first 2016 Presidential debate
Create lexical dispersion plot using NLTK
stemming and lemmatizing
compare document similarity using genism
Data Science
getting started in data visualisation
Bayesian probability example
what is a vector
bag of words example
Plotting data on a map
D3-plotting points on a map, combining data from a json and a geojson file
Basemap-plot data on a map
Matplotlib-combine multiple plots on one graph
Data Mining
Mine data from json files
Mine data from docx files
Mine data from pdf files
Mine data from xml files
Webscraping and text analysis (beautiful soup example)
Flask-basic example combining Pandas and Flask
Important:
The scripts in this blog are not licensed and you are free to use them as you see fit, however the code is provided on an "as is" basis, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work.
Coursera R course weekly assignments:
assignment 2
assignment 2, part 2
assignment 2, part 3
Week 3 assignmnet
R scripts
ggplot2-basic tutorial
Using R to get Wikipedia stats (depricated)
pandas and Python
Pandas beginner tutorial
remove or add rows and columns to a pandas dataset
Pandas - conditionally select rows by column values
reshaping data with pandas
visualise a correlation matrix using Python
using plotly to plot geographic data
using basemap to plot geographic data
using pandas to get historical forex data
plot pandas value_counts()
generate a word cloud
load data into an SQLite table using python
importing numbers with commas into pandas (for example: 1,234)
putting multiple plots on the same axes - matplotlib
Natural Language Processing
NLTK-analyse data from the web
NLTK-measuring frequency distributions
NLTK-find key words in text
NLTK's clean_html() function
NLTK-ngrams
NLTK-analyse first 2016 Presidential debate
Create lexical dispersion plot using NLTK
stemming and lemmatizing
compare document similarity using genism
Data Science
getting started in data visualisation
Bayesian probability example
what is a vector
bag of words example
Plotting data on a map
D3-plotting points on a map, combining data from a json and a geojson file
Basemap-plot data on a map
Matplotlib-combine multiple plots on one graph
Data Mining
Mine data from json files
Mine data from docx files
Mine data from pdf files
Mine data from xml files
Webscraping and text analysis (beautiful soup example)
Flask-basic example combining Pandas and Flask
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