Textrics API Stack

Topic Analysis API Implementation

This API works on a sentence and given us extracts abstract "topics" from text based on the frequency of the particular terms used. . This organizing and extracting information from large chunks of unstructured text can be pretty time-consuming

Endpoint

https://api.textrics.ai/topic_file_analysis.php

We support POST method to communicate with API.

Parameters

1. dataset - This parameter is required
This is the upload file name which you wish to send to application to analyse.

2. api_key - This parameter is required
This is used to identify the user and the active subscription plan.

3. api_token - This parameter is required
This is used to authenticate the above user account.

4. language - This parameter is required
This is used to detect language of sentence in file.

API Script

<?php
if ($_SERVER["REQUEST_METHOD"] == "POST") {

    $cfile = new CURLFile(                                // input file  containing text //
        $_FILES['dataset']['tmp_name'],
        $_FILES['dataset']['type'],
        $_FILES['dataset']['name']
        );		           
	
        $apiUrl = 'https://api.textrics.ai/topic_file_analysis.php';		// API URL //
        $args['language'] = $_POST['language'];            // Pass language  used in file// 
	    $args['dataset'] = $cfile;                                       // pass uploaded file object //
	    $args['col_name'] = $_POST['col_name'];                // Pass Column Name used in file//
	    $args['api_key'] = 'A32NBK55K3'; 		// user specific key to validate the account //
	    $args['api_token'] = 'P4lwpqT0YZYSVefSh44ADkvlJ8pesZDI';   // respective token to validate user credentials //
	

    $options=[
      CURLOPT_RETURNTRANSFER => true,
      CURLOPT_POSTFIELDS => $args,
      CURLOPT_CUSTOMREQUEST => "POST",
      CURLOPT_HTTPHEADER => ['Content-Type: multipart/form-data']
      ];
    $ch = curl_init($apiUrl);
    curl_setopt_array($ch, $options);
    $response1 = curl_exec($ch);
    echo $err = curl_error($ch); 
    curl_close($ch);	
    $response =  json_decode($response1,true);		// API output is stored in $response variable //
	
}

?>

Sample of retrieving the output

<?php
if(!empty($response))
{
    echo "<br/>";
	echo "Response";
	echo "<br/>";
	echo "<pre style='text-align:left;'>"; 
	print_r($response);				// Printing the $response output on page //
	echo "</pre>"; 
}
if(!empty($message))
{
	echo $message;
}

?>

Response Format

The response is structured in JSON as follows:

Array
(
    [response] => 1
    [data] => Array
        (
            [columns] => Array
                (
                    [0] => Word 0
                    [1] => Word 1
                    [2] => Word 2
                    [3] => Word 3
                    [4] => Word 4
                    [5] => Word 5
                    [6] => Word 6
                    [7] => Word 7
                    [8] => Word 8
                    [9] => Word 9
                )
            [index] => Array
                (
                    [0] => Topic 0
                    [1] => Topic 1
                    [2] => Topic 2
                    [3] => Topic 3
                    [4] => Topic 4
                    [5] => Topic 5
                    [6] => Topic 6
                    [7] => Topic 7
                    [8] => Topic 8
                    [9] => Topic 9
                )
            [data] => Array
                (
                    [0] => Array
                        (
                            [0] => single
                            [1] => family
                            [2] => large
                            [3] => face
                            [4] => builder
                            [5] => relative
                            [6] => overall
                            [7] => particularly
                            [8] => builders
                            [9] => hurt
                        )
                    [1] => Array
                        (
                            [0] => segment
                            [1] => price
                            [2] => empower
                            [3] => siloed
                            [4] => strategy
                            [5] => cohesive
                            [6] => company
                            [7] => decision
                            [8] => result
                            [9] => benefit
                        )
                    [2] => Array
                        (
                            [0] => segment
                            [1] => effectively
                            [2] => create
                            [3] => channel
                            [4] => address
                            [5] => customer
                            [6] => conflict
                            [7] => bridge
                            [8] => blame
                            [9] => large
                        )
                    [3] => Array
                        (
                            [0] => time
                            [1] => direct
                            [2] => resource
                            [3] => cost
                            [4] => customer
                            [5] => view
                            [6] => valuable
                            [7] => develope
                            [8] => information
                            [9] => believe
                        )
                    [4] => Array
                        (
                            [0] => trade
                            [1] => design
                            [2] => segment
                            [3] => develop
                            [4] => retail
                            [5] => rise
                            [6] => particular
                            [7] => believe
                            [8] => urban
                            [9] => different
                        )
                    [5] => Array
                        (
                            [0] => address
                            [1] => effort
                            [2] => project
                            [3] => conflict
                            [4] => blame
                            [5] => field
                            [6] => gatekeeper
                            [7] => areas
                            [8] => channel
                            [9] => competition
                        )
                    [6] => Array
                        (
                            [0] => segment
                            [1] => effectively
                            [2] => address
                            [3] => channel
                            [4] => bridge
                            [5] => create
                            [6] => customer
                            [7] => shop
                            [8] => retail
                            [9] => improve
                        )
                    [7] => Array
                        (
                            [0] => value
                            [1] => develope
                            [2] => innovation
                            [3] => ago
                            [4] => price
                            [5] => time
                            [6] => brand
                            [7] => accountability
                            [8] => market
                            [9] => win
                        )
                    [8] => Array
                        (
                            [0] => view
                            [1] => customer
                            [2] => program
                            [3] => decade
                            [4] => time
                            [5] => year
                            [6] => depth
                            [7] => serve
                            [8] => commoditizing
                            [9] => effectively
                        )
                    [9] => Array
                        (
                            [0] => shop
                            [1] => retail
                            [2] => segment
                            [3] => improve
                            [4] => understand
                            [5] => areas
                            [6] => pro
                            [7] => spend
                            [8] => talk
                            [9] => decade
                        )
                )
        )
    [message] => success
)

API Response Codes