R for Business Analytics available in Chinese

My first book R for Business Analytics is available in Chinese

https://www.amazon.cn/dp/B01HEJWWKU/ref=sr_1_1?ie=UTF8&qid=1517040434&sr=8-1&keywords=R%E8%AF%AD%E8%A8%80%E5%9C%A8%E5%95%86%E5%8A%A1%E5%88%86%E6%9E%90%E4%B8%AD%E7%9A%84%E5%BA%94%E7%94%A8

the Chinese edition had been published in January 2016 with the list price of RMB 58.00, first printing of 2,000 copies.

Fighting Fake News and Fake Tweets

We live in the age of misinformation. Tweets, Shares, Likes , Comments, Social Media Spam cleverly and cunningly disguised to influence sentiment, amplify it or distort it, by both domestic and foreign actors using automated and manual methods.

The only way to counter social media manipulation is better big data social media analysis in real time. This includes better applications of topic models, sentiment analysis and correlation and association of words in text mining. Bag of words would fail alone.

Better Math is the solution to fake news and social media manipulation

Oft repeated lies become the truth

Repeat a lie often enough and it becomes the truth”, is a law of propaganda often attributed to the Nazi Joseph Goebbels. The 2016 election showed how critically timed social media news can damage fatally the candidacy of electoral candidates with little or no remedy in law. (It is not illegal to spread rumours in a foreign country).

Yet tech majors can help. With browser embedded plugins, they can analyze and scrutinize the sentiment, the polarity, the word association of a web page. With the added advantage of IP address lookups, the social media can be a fair place for  news just like  credit bureaus are fair places for credit ratings.

Unless you like Russian Hackers for the people, of the people, by the people.

See http://bit.ly/hackeRusski

Click to access fakenews.pdf

fakenews

Working with Cloudera’s VM and Python and R

  1. Download Cloudera VM from https://www.cloudera.com/downloads/quickstart_vms/5-12.html
  2. Boot it up using VMware using instructions from  https://community.cloudera.com/t5/Hadoop-101-Training-Quickstart/How-to-setup-Cloudera-Quickstart-Virtual-Machine/ta-p/35056 and  (after download from  https://my.vmware.com/en/web/vmware/free#desktop_end_user_computing/vmware_workstation_player/12_0)
    1. Procedure

      1

      Select File > Open.
      2

      In the file selection window, find and select the virtual machine package or configuration file for the virtual machine to open.

      Virtual machine package files have the extension .vmwarevm. Virtual machine configuration files have the extension .vmx. You can view a file’s extension by selecting File > Get info.
      3

      Click the Open button.

      VMware opens the virtual machine and powers it on.

  3. Download putty from (seriously dude) https://www.chiark.greenend.org.uk/~sgtatham/putty/latest.html
  4. login to Cloudera VM using Putty as followScreenshot 2018-01-02 12.06.42IP address for connecting 192.168.72.128
    1. Username and Password – cloudera
  5. Install R using – sudo yum install R https://cran.r-project.org/bin/linux/redhat/READMEscreenshot-2018-01-02-12-04-35.png
  6. For Python see latest version at http://repo.continuum.io/archive/ Screenshot 2018-01-02 12.24.13
  7. cd /opt
  8. sudo wget https://repo.continuum.io/archive/Anaconda3-5.0.1-Linux-x86_64.sh
  9. bash Anaconda3-5.0.1-Linux-x86_64.sh
  10. Accept all conditions!
  11. type jupyter notebook to launch Python in Notebook screenshot-2018-01-02-14-11-13.png
  12. For RStudio
    1. See download link https://download1.rstudio.org/rstudio-1.1.383-x86_64.rpm from https://www.rstudio.com/products/rstudio/download/#download
    2.  sudo wget https://download1.rstudio.org/rstudio-1.1.383-x86_64.rpm
    3. sudo bash
    4. yum install rstudio-1.1.383-x86_64.rpm
  13. For RStudio Server (better alternative since RStudio didnt work above)
    1. instructions from https://www.rstudio.com/products/rstudio/download-server/ 
    2. $ wget https://download2.rstudio.org/rstudio-server-rhel-1.1.383-x86_64.rpm
      $ sudo yum install --nogpgcheck rstudio-server-rhel-1.1.383-x86_64.rpm
    3. Open this http://localhost:8787/ in browser in VM and use cloudera cloudera as username and password
    4. Install packages as needed 🙂
    5. To check rstudio sessions type this in command line

sudo rstudio-server active-sessions 

Screenshot 2018-01-02 14.07.32

Hat tip – http://linuxpitstop.com/install-anaconda-miniconda-conda-on-ubuntu-centos-linux/

https://www.vultr.com/docs/how-to-install-rstudio-server-on-centos-7

https://support.rstudio.com/hc/en-us/articles/200532327-Managing-the-Server

TO BE CONTINUED