Facebook data search and analysis

Greetings,

I have been trying to process Facebook data for analysis. Is there a way to pull (comments, likes, shares) from Facebook on Rapidminer like Twitter search operator?

Respectfully

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Accepted answers

curious95

@AleckN

The current extension pulls only pages and the posts for a search term. The next build will have operators for pulling shares, likes, and comments for a particular post. It's under development and hopefully, it will be available in 2-3 days.

All comments

Thomas_Ott

You will have to use the Zapier operator to do that.

robin

Zapier? Is that on the marketplace? For some reason I do not see it, maybe just tierd.

Thomas_Ott

I think the correct name for the operator is "Trigger Zapier" operator. It's located under the Data Access > Applications folder

Klaus_FRA

Thomas, i use the find pages facebook operator and it brings back the page ids, but connecting it with find page content does not produce any results. Do you have a tip for me?

Thanks Klaus

sgenzer

hello @Klaus_FRA - welcome to the community. The Facebook Extension was just published a week or so ago. To be honest, I only started using it this morning and find it a little clunky. Here's what I built to look for "rapidminer":

<?xml version="1.0" encoding="UTF-8"?><process version="8.0.000">
  <context>
    <input/>
    <output/>
    <macros/>
  </context>
  <operator activated="true" class="process" compatibility="8.0.000" expanded="true" name="Process">
    <process expanded="true">
      <operator activated="true" class="facebook:MyOperator2" compatibility="1.0.000" expanded="true" height="68" name="Find Pages" width="90" x="179" y="34">
        <parameter key="FB Connection" value="Facebook"/>
        <parameter key="Query" value="rapidminer"/>
      </operator>
      <operator activated="true" class="loop_examples" compatibility="8.0.000" expanded="true" height="103" name="Loop Examples" width="90" x="313" y="34">
        <process expanded="true">
          <operator activated="true" class="extract_macro" compatibility="8.0.000" expanded="true" height="68" name="Extract Macro" width="90" x="45" y="34">
            <parameter key="macro" value="page"/>
            <parameter key="macro_type" value="data_value"/>
            <parameter key="attribute_name" value="Page ID"/>
            <parameter key="example_index" value="%{example}"/>
            <list key="additional_macros">
              <parameter key="name" value="Page Name"/>
            </list>
          </operator>
          <operator activated="true" class="generate_data_user_specification" compatibility="8.0.000" expanded="true" height="68" name="Generate Data by User Specification" width="90" x="246" y="34">
            <list key="attribute_values"/>
            <list key="set_additional_roles"/>
          </operator>
          <operator activated="true" class="facebook:fb_conn" compatibility="1.0.000" expanded="true" height="68" name="Find Page Content" width="90" x="380" y="34">
            <parameter key="Page ID" value="%{page}"/>
            <parameter key="FB Connection" value="Facebook"/>
          </operator>
          <operator activated="true" class="generate_attributes" compatibility="8.0.000" expanded="true" height="82" name="Generate Attributes" width="90" x="514" y="34">
            <list key="function_descriptions">
              <parameter key="Page Name" value="%{name}"/>
              <parameter key="Page ID" value="%{page}"/>
            </list>
          </operator>
          <connect from_port="example set" to_op="Extract Macro" to_port="example set"/>
          <connect from_op="Generate Data by User Specification" from_port="output" to_op="Find Page Content" to_port="example set"/>
          <connect from_op="Find Page Content" from_port="example set" to_op="Generate Attributes" to_port="example set input"/>
          <connect from_op="Generate Attributes" from_port="example set output" to_port="output 1"/>
          <portSpacing port="source_example set" spacing="0"/>
          <portSpacing port="sink_example set" spacing="0"/>
          <portSpacing port="sink_output 1" spacing="0"/>
          <portSpacing port="sink_output 2" spacing="0"/>
        </process>
      </operator>
      <operator activated="true" class="append" compatibility="8.0.000" expanded="true" height="82" name="Append" width="90" x="447" y="85"/>
      <operator activated="true" class="set_role" compatibility="8.0.000" expanded="true" height="82" name="Set Role" width="90" x="581" y="85">
        <parameter key="attribute_name" value="Page ID"/>
        <parameter key="target_role" value="id"/>
        <list key="set_additional_roles"/>
      </operator>
      <connect from_op="Find Pages" from_port="example set" to_op="Loop Examples" to_port="example set"/>
      <connect from_op="Loop Examples" from_port="output 1" to_op="Append" to_port="example set 1"/>
      <connect from_op="Append" from_port="merged set" to_op="Set Role" to_port="example set input"/>
      <connect from_op="Set Role" from_port="example set output" to_port="result 1"/>
      <portSpacing port="source_input 1" spacing="0"/>
      <portSpacing port="sink_result 1" spacing="0"/>
      <portSpacing port="sink_result 2" spacing="0"/>
    </process>
  </operator>
</process>

Scott

curious95

@sgenzer @Klaus_FRA we are working on the extension to fix the existing issue and add more features. Hopefully, a new build will be coming tomorrow.

curious95

@AleckN

curious95

Here is a sample process file where you can fetch all the posts with a particular term from various pages. Please create a new facebook connection before running it.

<?xml version="1.0" encoding="UTF-8"?><process version="7.6.001">
  <context>
    <input/>
    <output/>
    <macros/>
  </context>
  <operator activated="true" class="process" compatibility="7.6.001" expanded="true" name="Process">
    <parameter key="logverbosity" value="init"/>
    <parameter key="random_seed" value="2001"/>
    <parameter key="send_mail" value="never"/>
    <parameter key="notification_email" value="kamal.flyhigh@gmail.com"/>
    <parameter key="process_duration_for_mail" value="30"/>
    <parameter key="encoding" value="SYSTEM"/>
    <process expanded="true">
      <operator activated="true" class="facebook:FindPages" compatibility="1.0.001" expanded="true" height="68" name="Find Pages" width="90" x="112" y="136">
        <parameter key="FB Connection" value="NewConnection"/>
        <parameter key="Query" value="salman khan"/>
      </operator>
      <operator activated="true" class="concurrency:loop_values" compatibility="7.6.001" expanded="true" height="82" name="Loop Values" width="90" x="313" y="34">
        <parameter key="attribute" value="Page ID"/>
        <parameter key="iteration_macro" value="loop_value"/>
        <parameter key="reuse_results" value="false"/>
        <parameter key="enable_parallel_execution" value="true"/>
        <process expanded="true">
          <operator activated="true" class="facebook:FindPageContent" compatibility="1.0.001" expanded="true" height="68" name="Find Page Content" width="90" x="246" y="85">
            <parameter key="Page ID" value="%{loop_value}"/>
            <parameter key="FB Connection" value="NewConnection"/>
          </operator>
          <connect from_port="input 1" to_op="Find Page Content" to_port="example set"/>
          <connect from_op="Find Page Content" from_port="example set" to_port="output 1"/>
          <portSpacing port="source_input 1" spacing="0"/>
          <portSpacing port="source_input 2" spacing="0"/>
          <portSpacing port="sink_output 1" spacing="0"/>
          <portSpacing port="sink_output 2" spacing="0"/>
        </process>
      </operator>
      <operator activated="true" class="append" compatibility="7.6.001" expanded="true" height="82" name="Append" width="90" x="514" y="34">
        <parameter key="datamanagement" value="double_array"/>
        <parameter key="data_management" value="auto"/>
        <parameter key="merge_type" value="all"/>
      </operator>
      <connect from_op="Find Pages" from_port="example set" to_op="Loop Values" to_port="input 1"/>
      <connect from_op="Loop Values" from_port="output 1" to_op="Append" to_port="example set 1"/>
      <connect from_op="Append" from_port="merged set" to_port="result 1"/>
      <portSpacing port="source_input 1" spacing="0"/>
      <portSpacing port="sink_result 1" spacing="0"/>
      <portSpacing port="sink_result 2" spacing="0"/>
    </process>
  </operator>
</process>

sgenzer

this is GREAT. Thank you @curious95! Perhaps you can write a knowledgebase article for us so other users can find this information easily?

EDIT: just curious about the authentication. When I used this yesterday, the extension went through an OAuth process with Facebook (similar to our Twitter extension) which made sense to me. This morning when I updated to your new version, it goes instead to Aptus' Azure acct. What's the process here?

Screen Shot 2017-12-05 at 9.35.48 AM.png

Also you may want to update the "About" section:

Screen Shot 2017-12-05 at 9.39.32 AM.png

Again thank you for producing such a great idea.

Scott

Screen Shot 2017-12-05 at 9.35.48 AM.png

Screen Shot 2017-12-05 at 9.39.32 AM.png

AleckN

This is good news indeed. This was a very necessary to RapidMiner. Looking forward to try the new build.

Thank you @curious95

Klaus_FRA

@curious95 @sgenzer thank you both for this fast and helpful answer. Now i can search facebook for a given term.

snizam48

The FB Oauth seems like not working anymore. It is pointing to a non-functioning IP address. Anybody know how to fix this? This is from the URL copied from OAuth for FB

Screen Shot 2018-01-21 at 10.56.12 AM.png

curious95

@snizam48 The oAuth credential page is under maintenance. It will be available soon.

curious95

@snizam48 @sgenzer The extension is up and running now.

snizam48

Hi @curious95 . Tried the FB OAuth again today, but by copying the url and accessing it thru chrome, I still get the same result as below: Screen Shot 2018-01-25 at 3.22.50 PM.png

Screen Shot 2018-01-25 at 3.22.13 PM.png

Screen Shot 2018-01-25 at 3.22.50 PM.png

vomer

Hi RM Community,

I was trying to create a facebook connection today but it gave the following message -

Facebook has detected RapidMiner isn't using a secure connection to transfer information.

Until RapidMiner updates its security settings, you won't be able to use Facebook to log into it.

Any idea, why this message?

Thanks!

vomer

I was able to fix this by changing http to https in authorization URL.

yy7777

Hi vomer I got the same problem trying to request an access token. Could you provide some further details how you fixed it? This was really my first try for facebook analysis. Thanks!