pos.ipynb

       "    <tr>\n",
       "      <th>633</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>VERB</td>\n",
       "      <td>wysłać</td>\n",
       "      <td>VERB</td>\n",
       "      <td>buduje</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>634</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>raz</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>powrót</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>635</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>PART</td>\n",
       "      <td>jeszcze</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>636</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>DET</td>\n",
       "      <td>ten</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>637</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>fragment</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>potężnym</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>638</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>regulaminu</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>drygulec</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>639</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>DET</td>\n",
       "      <td>który</td>\n",
       "      <td>DET</td>\n",
       "      <td>który</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>640</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>VERB</td>\n",
       "      <td>mówi</td>\n",
       "      <td>VERB</td>\n",
       "      <td>mówiąc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADP</td>\n",
       "      <td>o</td>\n",
       "      <td>ADP</td>\n",
       "      <td>o</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>642</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>DET</td>\n",
       "      <td>tym</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>643</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>przeniesieniu</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>644</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>kosztów</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>645</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>ADV</td>\n",
       "      <td>bardzo</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>PRON</td>\n",
       "      <td>mi</td>\n",
       "      <td>PRON</td>\n",
       "      <td>niej</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>647</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>ADV</td>\n",
       "      <td>przykro</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>648</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>SCONJ</td>\n",
       "      <td>że</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>DET</td>\n",
       "      <td>takie</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>całkowitą</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>650</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>informacje</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>domy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>651</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>VERB</td>\n",
       "      <td>muszę</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>652</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>panu</td>\n",
       "      <td>CCONJ</td>\n",
       "      <td>i</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>653</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>VERB</td>\n",
       "      <td>przekazać</td>\n",
       "      <td>VERB</td>\n",
       "      <td>polecił</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>654</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>CCONJ</td>\n",
       "      <td>ale</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>655</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>sam</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>panu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>656</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>pan</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>akademii</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>657</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>VERB</td>\n",
       "      <td>rozumie</td>\n",
       "      <td>VERB</td>\n",
       "      <td>wypytuje</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>658</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>INTJ</td>\n",
       "      <td>no</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>659</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>SCONJ</td>\n",
       "      <td>że</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>660</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>AUX</td>\n",
       "      <td>jest</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>661</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>AUX</td>\n",
       "      <td>to</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>662</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>konieczność</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>663</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADP</td>\n",
       "      <td>w</td>\n",
       "      <td>ADP</td>\n",
       "      <td>o</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>664</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>DET</td>\n",
       "      <td>takim</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>665</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>razie</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>konieczności</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>666</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>INTJ</td>\n",
       "      <td>no</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>667</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>INTJ</td>\n",
       "      <td>cóż</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>668</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>PRON</td>\n",
       "      <td>ja</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>rozwoju</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>669</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>PART</td>\n",
       "      <td>nie</td>\n",
       "      <td>CCONJ</td>\n",
       "      <td>i</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>670</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>VERB</td>\n",
       "      <td>zabieram</td>\n",
       "      <td>VERB</td>\n",
       "      <td>notują</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>671</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>DET</td>\n",
       "      <td>więcej</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>672</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>czasu</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>tytuły</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>673</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>PART</td>\n",
       "      <td>chyba</td>\n",
       "      <td>PART</td>\n",
       "      <td>niestety</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>SCONJ</td>\n",
       "      <td>że</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>675</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>VERB</td>\n",
       "      <td>ma</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>676</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>pan</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>677</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>DET</td>\n",
       "      <td>jakieś</td>\n",
       "      <td>PROPN</td>\n",
       "      <td>batyskaf</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>678</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>pytania</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>uczelnia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>679</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>SCONJ</td>\n",
       "      <td>co</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>680</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADP</td>\n",
       "      <td>do</td>\n",
       "      <td>ADP</td>\n",
       "      <td>do</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>DET</td>\n",
       "      <td>tej</td>\n",
       "      <td>DET</td>\n",
       "      <td>tej</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>682</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>sytuacji</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>sytuacji</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>683</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADV</td>\n",
       "      <td>oczywiście</td>\n",
       "      <td>PART</td>\n",
       "      <td>nie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>684</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADV</td>\n",
       "      <td>jak</td>\n",
       "      <td>AUX</td>\n",
       "      <td>były</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>685</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADV</td>\n",
       "      <td>najbardziej</td>\n",
       "      <td>ADV</td>\n",
       "      <td>bardziej</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>686</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>ADP</td>\n",
       "      <td>w</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>687</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>DET</td>\n",
       "      <td>takim</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>razie</td>\n",
       "      <td>PROPN</td>\n",
       "      <td>curie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>689</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>VERB</td>\n",
       "      <td>dziękuję</td>\n",
       "      <td>VERB</td>\n",
       "      <td>dziękuje</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>690</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>panu</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>691</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADP</td>\n",
       "      <td>za</td>\n",
       "      <td>DET</td>\n",
       "      <td>swym</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>692</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>rozmowę</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>nauczycielom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>693</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>VERB</td>\n",
       "      <td>życzę</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>694</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>PART</td>\n",
       "      <td>no</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>695</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADP</td>\n",
       "      <td>mimo</td>\n",
       "      <td>ADP</td>\n",
       "      <td>mimo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>696</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>PRON</td>\n",
       "      <td>wszystko</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>697</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>spokojnego</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>spokojnego</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>dnia</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>699</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>CCONJ</td>\n",
       "      <td>i</td>\n",
       "      <td>DET</td>\n",
       "      <td>niejeden</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>700</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADV</td>\n",
       "      <td>serdecznie</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>powiatu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>pana</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>dramie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>702</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>VERB</td>\n",
       "      <td>pozdrawiam</td>\n",
       "      <td>AUX</td>\n",
       "      <td>był</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADP</td>\n",
       "      <td>do</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>usunięty</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>704</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>usłyszenia</td>\n",
       "      <td>SPACE</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        step_type reference_word_pos        reference_word_text  \\\n",
       "0        DELETION               NOUN                      dzień   \n",
       "1        DELETION                ADJ                      dobry   \n",
       "2    SUBSTITUTION               VERB                    nazywam   \n",
       "3    SUBSTITUTION               PRON                        się   \n",
       "4    SUBSTITUTION              PROPN                     dorota   \n",
       "5         CORRECT                ADJ                  pawłowska   \n",
       "6    SUBSTITUTION               VERB                    dzwonię   \n",
       "7         CORRECT                ADP                          z   \n",
       "8    SUBSTITUTION               NOUN               wypożyczalni   \n",
       "9    SUBSTITUTION               NOUN                 samochodów   \n",
       "10        CORRECT               NOUN                       auto   \n",
       "11       DELETION                NUM                dwadzieścia   \n",
       "12       DELETION              PROPN                     cztery   \n",
       "13        CORRECT              CCONJ                        czy   \n",
       "14   SUBSTITUTION               VERB                  rozmawiam   \n",
       "15        CORRECT                ADP                          z   \n",
       "16   SUBSTITUTION               NOUN                      panem   \n",
       "17   SUBSTITUTION              PROPN                    arturem   \n",
       "18        CORRECT                ADJ                drzewieckim   \n",
       "19        CORRECT               NOUN                      dzień   \n",
       "20        CORRECT                ADJ                      dobry   \n",
       "21        CORRECT               NOUN                       panu   \n",
       "22       DELETION                ADV                     bardzo   \n",
       "23   SUBSTITUTION               PRON                         mi   \n",
       "24        CORRECT                ADV                       miło   \n",
       "25   SUBSTITUTION               VERB                    dzwonię   \n",
       "26   SUBSTITUTION                ADP                         do   \n",
       "27        CORRECT               NOUN                       pana   \n",
       "28   SUBSTITUTION                ADP                          w   \n",
       "29        CORRECT               NOUN                    związku   \n",
       "30        CORRECT                ADP                          z   \n",
       "31      INSERTION                                                 \n",
       "32   SUBSTITUTION                ADJ                   ostatnim   \n",
       "33        CORRECT               NOUN              wypożyczeniem   \n",
       "34        CORRECT                ADJ                    jednego   \n",
       "35        CORRECT                ADP                          z   \n",
       "36        CORRECT                DET                    naszych   \n",
       "37        CORRECT               NOUN                 samochodów   \n",
       "38        CORRECT                ADP                         na   \n",
       "39        CORRECT               NOUN                    terenie   \n",
       "40        CORRECT              PROPN                   holandii   \n",
       "41        CORRECT                ADP                          w   \n",
       "42        CORRECT               NOUN                rotterdamie   \n",
       "43        CORRECT              CCONJ                        czy   \n",
       "44        CORRECT               VERB                 potwierdza   \n",
       "45        CORRECT               NOUN                        pan   \n",
       "46      INSERTION                                                 \n",
       "47      INSERTION                                                 \n",
       "48   SUBSTITUTION              SCONJ                         że   \n",
       "49        CORRECT               VERB                  korzystał   \n",
       "50   SUBSTITUTION               NOUN                        pan   \n",
       "51   SUBSTITUTION                ADP                          z   \n",
       "52        CORRECT               NOUN                      usług   \n",
       "53   SUBSTITUTION               NOUN                    wynajmu   \n",
       "54        CORRECT                ADP                          w   \n",
       "55   SUBSTITUTION                DET                        tym   \n",
       "56        CORRECT               NOUN                    miejscu   \n",
       "57      INSERTION                                                 \n",
       "58      INSERTION                                                 \n",
       "59   SUBSTITUTION                ADV                        mmh   \n",
       "60   SUBSTITUTION               PART                        już   \n",
       "61   SUBSTITUTION               PRON                   wszystko   \n",
       "62   SUBSTITUTION               VERB                      mówię   \n",
       "63   SUBSTITUTION              CCONJ                  natomiast   \n",
       "64        CORRECT                ADP                          w   \n",
       "65        CORRECT               NOUN                     ramach   \n",
       "66   SUBSTITUTION               NOUN                formalności   \n",
       "67        CORRECT              CCONJ                          i   \n",
       "68       DELETION               NOUN              potwierdzenia   \n",
       "69   SUBSTITUTION                ADJ                   pańskiej   \n",
       "70        CORRECT               NOUN                 tożsamości   \n",
       "71   SUBSTITUTION               VERB                    pozwoli   \n",
       "72        CORRECT               NOUN                        pan   \n",
       "73   SUBSTITUTION              SCONJ                         że   \n",
       "74   SUBSTITUTION               PART                    jeszcze   \n",
       "75   SUBSTITUTION               PART                      tylko   \n",
       "76        CORRECT               VERB                      zadam   \n",
       "77        CORRECT                DET                      kilka   \n",
       "78        CORRECT                ADJ                dodatkowych   \n",
       "79        CORRECT               NOUN                      pytań   \n",
       "80   SUBSTITUTION              SCONJ                       żeby   \n",
       "81        CORRECT               VERB                    upewnić   \n",
       "82       DELETION               PRON                        się   \n",
       "83   SUBSTITUTION              SCONJ                         że   \n",
       "84        CORRECT               NOUN                 informacje   \n",
       "85   SUBSTITUTION                DET                      które   \n",
       "86   SUBSTITUTION               VERB                        mam   \n",
       "87   SUBSTITUTION                ADP                         do   \n",
       "88        CORRECT               NOUN                przekazania   \n",
       "89   SUBSTITUTION               VERB                     trafią   \n",
       "90   SUBSTITUTION                ADP                         do   \n",
       "91   SUBSTITUTION                ADJ                  właściwej   \n",
       "92        CORRECT               NOUN                      osoby   \n",
       "93   SUBSTITUTION                ADP                         na   \n",
       "94        CORRECT               NOUN                   początku   \n",
       "95   SUBSTITUTION                AUX                        bym   \n",
       "96   SUBSTITUTION               VERB                  poprosiła   \n",
       "97        CORRECT               NOUN                       pana   \n",
       "98        CORRECT                ADP                          o   \n",
       "99        CORRECT               NOUN                    podanie   \n",
       "100       CORRECT               NOUN                       daty   \n",
       "101       CORRECT               NOUN                    wynajmu   \n",
       "102       CORRECT               NOUN                       auta   \n",
       "103       CORRECT                ADP                          w   \n",
       "104       CORRECT               NOUN                rotterdamie   \n",
       "105      DELETION              SCONJ                         to   \n",
       "106      DELETION                ADV                 oczywiście   \n",
       "107  SUBSTITUTION               PART                        nie   \n",
       "108  SUBSTITUTION               VERB                       musi   \n",
       "109       CORRECT                AUX                        być   \n",
       "110       CORRECT                ADJ                   dokładna   \n",
       "111       CORRECT                ADJ                    dzienna   \n",
       "112      DELETION               NOUN                       data   \n",
       "113  SUBSTITUTION               VERB                  wystarczy   \n",
       "114  SUBSTITUTION               NOUN                    miesiąc   \n",
       "115  SUBSTITUTION              CCONJ                          i   \n",
       "116       CORRECT                DET                      który   \n",
       "117      DELETION                AUX                         to   \n",
       "118       CORRECT                AUX                        był   \n",
       "119  SUBSTITUTION               NOUN                    tydzień   \n",
       "120  SUBSTITUTION                DET                       tego   \n",
       "121       CORRECT               NOUN                   miesiąca   \n",
       "122  SUBSTITUTION                ADV                     bardzo   \n",
       "123  SUBSTITUTION               NOUN                       panu   \n",
       "124  SUBSTITUTION               VERB                   dziękuję   \n",
       "125       CORRECT                ADV                     dobrze   \n",
       "126  SUBSTITUTION               PRON                         to   \n",
       "127       CORRECT               VERB                   poproszę   \n",
       "128  SUBSTITUTION               NOUN                       pana   \n",
       "129  SUBSTITUTION               PART                    jeszcze   \n",
       "130       CORRECT                ADP                          o   \n",
       "131       CORRECT               NOUN                    podanie   \n",
       "132      DELETION                NUM                   czterech   \n",
       "133       CORRECT                ADJ                  ostatnich   \n",
       "134       CORRECT               NOUN                       cyfr   \n",
       "135  SUBSTITUTION                ADP                          z   \n",
       "136  SUBSTITUTION               NOUN                     numeru   \n",
       "137       CORRECT               NOUN                      karty   \n",
       "138       CORRECT                DET                      którą   \n",
       "139       CORRECT               VERB                    opłacał   \n",
       "140      DELETION               NOUN                        pan   \n",
       "141      DELETION               NOUN                 rezerwację   \n",
       "142      DELETION                NUM                     cztery   \n",
       "143       CORRECT                ADJ                   ostatnie   \n",
       "144      DELETION               NOUN                      cyfry   \n",
       "145      DELETION               PART                      tylko   \n",
       "146      DELETION                ADV                 oczywiście   \n",
       "147      DELETION                ADV                        jak   \n",
       "148  SUBSTITUTION                ADV                najbardziej   \n",
       "149  SUBSTITUTION               PRON                         ja   \n",
       "150  SUBSTITUTION               PART                        też   \n",
       "151  SUBSTITUTION                DET                    swojego   \n",
       "152       CORRECT               NOUN                     numeru   \n",
       "153  SUBSTITUTION               NOUN                      karty   \n",
       "154  SUBSTITUTION               PART                        nie   \n",
       "155       CORRECT               VERB                       znam   \n",
       "156      DELETION                ADP                         na   \n",
       "157       CORRECT               NOUN                     pamięć   \n",
       "158  SUBSTITUTION                ADV                        tak   \n",
       "159  SUBSTITUTION              SCONJ                         że   \n",
       "160  SUBSTITUTION               PART                        nie   \n",
       "161       CORRECT               VERB                      dziwi   \n",
       "162      DELETION               PRON                       mnie   \n",
       "163      DELETION               PRON                         to   \n",
       "164  SUBSTITUTION                ADV                 absolutnie   \n",
       "165       CORRECT               VERB                         ma   \n",
       "166      DELETION               NOUN                        pan   \n",
       "167  SUBSTITUTION                DET                       tyle   \n",
       "168       CORRECT               NOUN                      czasu   \n",
       "169      DELETION                DET                        ile   \n",
       "170  SUBSTITUTION               NOUN                        pan   \n",
       "171       CORRECT               VERB                 potrzebuje   \n",
       "172  SUBSTITUTION                ADV                     bardzo   \n",
       "173  SUBSTITUTION               NOUN                       panu   \n",
       "174  SUBSTITUTION               VERB                   dziękuję   \n",
       "175  SUBSTITUTION               PART                         no   \n",
       "176  SUBSTITUTION                ADV                     dobrze   \n",
       "177       CORRECT               PRON                         ja   \n",
       "178      DELETION               PART                        już   \n",
       "179  SUBSTITUTION               VERB                 przechodzę   \n",
       "180  SUBSTITUTION                ADP                         do   \n",
       "181       CORRECT               NOUN                    meritum   \n",
       "182  SUBSTITUTION              SCONJ                         bo   \n",
       "183  SUBSTITUTION                ADV                 oczywiście   \n",
       "184       CORRECT               PRON                   wszystko   \n",
       "185  SUBSTITUTION               PRON                        się   \n",
       "186  SUBSTITUTION               VERB                     zgadza   \n",
       "187  SUBSTITUTION               NOUN                weryfikacja   \n",
       "188  SUBSTITUTION               VERB                 przebiegła   \n",
       "189  SUBSTITUTION                ADV                  pomyślnie   \n",
       "190  SUBSTITUTION              CCONJ                  natomiast   \n",
       "191       CORRECT               PART                         no   \n",
       "192       CORRECT               VERB                    dzwonię   \n",
       "193  SUBSTITUTION                ADP                         do   \n",
       "194  SUBSTITUTION               NOUN                       pana   \n",
       "195       CORRECT                ADP                          z   \n",
       "196       CORRECT               NOUN                     powodu   \n",
       "197      DELETION               PART                      dosyć   \n",
       "198      DELETION                DET                    takiego   \n",
       "199       CORRECT                ADV                       mało   \n",
       "200      DELETION                ADJ                przyjemnego   \n",
       "201      DELETION               PART                        nie   \n",
       "202  SUBSTITUTION               VERB                    ukrywam   \n",
       "203       CORRECT                ADP                          z   \n",
       "204      DELETION                DET                       tego   \n",
       "205       CORRECT               NOUN                    względu   \n",
       "206  SUBSTITUTION              SCONJ                         że   \n",
       "207  SUBSTITUTION                ADP                         za   \n",
       "208       CORRECT               NOUN                      okres   \n",
       "209      DELETION                ADJ                wynajmowana   \n",
       "210       CORRECT               VERB                       prze   \n",
       "211       CORRECT               NOUN               wynajmowania   \n",
       "212     INSERTION                                                 \n",
       "213       CORRECT               VERB                przepraszam   \n",
       "214  SUBSTITUTION                ADP                      przez   \n",
       "215  SUBSTITUTION               NOUN                       pana   \n",
       "216  SUBSTITUTION                ADJ                    jednego   \n",
       "217  SUBSTITUTION                ADP                          z   \n",
       "218       CORRECT                DET                    naszych   \n",
       "219      DELETION               NOUN                 samochodów   \n",
       "220      DELETION               VERB               otrzymaliśmy   \n",
       "221      DELETION               NOUN                     mandat   \n",
       "222       CORRECT                ADP                         za   \n",
       "223       CORRECT               NOUN              przekroczenie   \n",
       "224  SUBSTITUTION               NOUN                  prędkości   \n",
       "225       CORRECT                ADP                         na   \n",
       "226      DELETION               NOUN                     drodze   \n",
       "227      DELETION                ADJ                   krajowej   \n",
       "228      DELETION                  X                          k   \n",
       "229       CORRECT                NUM              osiemdziesiąt   \n",
       "230       CORRECT                NUM                       pięć   \n",
       "231      DELETION                ADP                     między   \n",
       "232       CORRECT               NOUN                amsterdamem   \n",
       "233       CORRECT              CCONJ                          a   \n",
       "234  SUBSTITUTION               NOUN                rotterdamem   \n",
       "235       CORRECT              CCONJ                          i   \n",
       "236      DELETION                ADP                          z   \n",
       "237      DELETION                DET                        tej   \n",
       "238       CORRECT               NOUN             korespondencji   \n",
       "239       CORRECT                DET                      którą   \n",
       "240      DELETION               VERB               otrzymaliśmy   \n",
       "241       CORRECT               VERB                     wynika   \n",
       "242      DELETION              SCONJ                         że   \n",
       "243      DELETION                DET                        ten   \n",
       "244       CORRECT               NOUN                     mandat   \n",
       "245  SUBSTITUTION                AUX                     został   \n",
       "246  SUBSTITUTION                ADJ                 wystawiony   \n",
       "247  SUBSTITUTION                ADP                          w   \n",
       "248  SUBSTITUTION               NOUN                    miejscu   \n",
       "249  SUBSTITUTION                ADV                      gdzie   \n",
       "250       CORRECT                ADJ               dopuszczalna   \n",
       "251       CORRECT               NOUN                   prędkość   \n",
       "252       CORRECT               VERB                     wynosi   \n",
       "253       CORRECT                NUM              sześćdziesiąt   \n",
       "254     INSERTION                                                 \n",
       "255       CORRECT               NOUN                 kilometrów   \n",
       "256       CORRECT                ADP                         na   \n",
       "257       CORRECT               NOUN                    godzinę   \n",
       "258  SUBSTITUTION               PART                         no   \n",
       "259       CORRECT              CCONJ                          i   \n",
       "260      DELETION                DET                        ten   \n",
       "261       CORRECT               NOUN                      limit   \n",
       "262      DELETION                AUX                     został   \n",
       "263      DELETION                ADJ               przekroczony   \n",
       "264      DELETION                ADP                          o   \n",
       "265  SUBSTITUTION                NUM                dwadzieścia   \n",
       "266  SUBSTITUTION                NUM                       trzy   \n",
       "267       CORRECT               NOUN                  kilometry   \n",
       "268       CORRECT                ADP                         na   \n",
       "269       CORRECT               NOUN                    godzinę   \n",
       "270       CORRECT                ADP                          w   \n",
       "271     INSERTION                                                 \n",
       "272       CORRECT               NOUN                    związku   \n",
       "273  SUBSTITUTION                ADP                          z   \n",
       "274  SUBSTITUTION               PRON                       czym   \n",
       "275       CORRECT               PART                         no   \n",
       "276      DELETION                ADP                         po   \n",
       "277      DELETION                ADJ                     prostu   \n",
       "278      DELETION                AUX                   będziemy   \n",
       "279      DELETION                ADJ                   zmuszeni   \n",
       "280       CORRECT               VERB                   obciążyć   \n",
       "281       CORRECT               NOUN                       pana   \n",
       "282       CORRECT               NOUN                 wysokością   \n",
       "283  SUBSTITUTION                DET                       tego   \n",
       "284       CORRECT               NOUN                    mandatu   \n",
       "285       CORRECT                DET                      który   \n",
       "286      DELETION                AUX                     został   \n",
       "287       CORRECT                ADP                         do   \n",
       "288      DELETION               PRON                        nas   \n",
       "289  SUBSTITUTION                ADJ                    wysłany   \n",
       "290       CORRECT              CCONJ                          i   \n",
       "291      DELETION                AUX                         to   \n",
       "292  SUBSTITUTION                AUX                       jest   \n",
       "293  SUBSTITUTION               NOUN                     mandat   \n",
       "294  SUBSTITUTION                ADP                          w   \n",
       "295       CORRECT               NOUN                  wysokości   \n",
       "296      DELETION                NUM                    trzystu   \n",
       "297      DELETION                NUM             pięćdziesięciu   \n",
       "298       CORRECT               NOUN                       euro   \n",
       "299      DELETION                ADV                  dokładnie   \n",
       "300      DELETION                ADV                        tak   \n",
       "301  SUBSTITUTION              SCONJ                        jak   \n",
       "302  SUBSTITUTION                ADV                najbardziej   \n",
       "303       CORRECT               VERB               otrzymaliśmy   \n",
       "304       CORRECT               NOUN                     mandat   \n",
       "305  SUBSTITUTION                ADP                          z   \n",
       "306       CORRECT               NOUN             korespondencji   \n",
       "307       CORRECT                DET                      którą   \n",
       "308       CORRECT               VERB               otrzymaliśmy   \n",
       "309      DELETION                ADP                         od   \n",
       "310       CORRECT               NOUN                    policji   \n",
       "311      DELETION                ADJ              holenderskiej   \n",
       "312       CORRECT               VERB                     wynika   \n",
       "313      DELETION              SCONJ                         że   \n",
       "314      DELETION                DET                         ta   \n",
       "315      DELETION               NOUN                       data   \n",
       "316  SUBSTITUTION                ADV                      gdzie   \n",
       "317  SUBSTITUTION                AUX                       było   \n",
       "318       CORRECT                ADJ                   zrobione   \n",
       "319       CORRECT               NOUN                    zdjęcie   \n",
       "320      DELETION                AUX                        był   \n",
       "321       CORRECT               NOUN                      zapis   \n",
       "322  SUBSTITUTION                ADP                          z   \n",
       "323       CORRECT               NOUN                 fotoradaru   \n",
       "324     INSERTION                                                 \n",
       "325  SUBSTITUTION               PRON                        ona   \n",
       "326       CORRECT               VERB                    pokrywa   \n",
       "327       CORRECT               PRON                        się   \n",
       "328      DELETION                ADP                          z   \n",
       "329  SUBSTITUTION               PRON                        tym   \n",
       "330       CORRECT                ADV                      kiedy   \n",
       "331       CORRECT               NOUN                        pan   \n",
       "332       CORRECT               VERB                 wynajmował   \n",
       "333      DELETION                ADP                         od   \n",
       "334      DELETION               PRON                        nas   \n",
       "335      DELETION               NOUN                   samochód   \n",
       "336       CORRECT                ADP                          z   \n",
       "337      DELETION                DET                       tego   \n",
       "338       CORRECT               NOUN                    względu   \n",
       "339  SUBSTITUTION              SCONJ                         że   \n",
       "340       CORRECT               NOUN                  fotoradar   \n",
       "341       CORRECT               VERB                     zrobił   \n",
       "342  SUBSTITUTION               NOUN                    zdjęcie   \n",
       "343       CORRECT                ADJ               dwudziestego   \n",
       "344       CORRECT                ADJ                   drugiego   \n",
       "345       CORRECT               NOUN                   sierpnia   \n",
       "346       CORRECT              CCONJ                          i   \n",
       "347       CORRECT                ADV                  dokładnie   \n",
       "348     INSERTION                                                 \n",
       "349       CORRECT                ADP                          o   \n",
       "350     INSERTION                                                 \n",
       "351       CORRECT               NOUN                   godzinie   \n",
       "352  SUBSTITUTION                ADJ               siedemnastej   \n",
       "353  SUBSTITUTION                NUM               czterdzieści   \n",
       "354  SUBSTITUTION                NUM                     siedem   \n",
       "355       CORRECT                ADP                         na   \n",
       "356     INSERTION                                                 \n",
       "357       CORRECT               NOUN                     drodze   \n",
       "358     INSERTION                                                 \n",
       "359       CORRECT                ADJ                   krajowej   \n",
       "360     INSERTION                                                 \n",
       "361  SUBSTITUTION                  X                          k   \n",
       "362  SUBSTITUTION                NUM              sześćdziesiąt   \n",
       "363  SUBSTITUTION                NUM                      osiem   \n",
       "364  SUBSTITUTION                AUX                    zostało   \n",
       "365  SUBSTITUTION                AUX                    została   \n",
       "366  SUBSTITUTION                ADJ               przekroczona   \n",
       "367       CORRECT               NOUN                   prędkość   \n",
       "368       CORRECT                ADP                          o   \n",
       "369       CORRECT                NUM                dwadzieścia   \n",
       "370       CORRECT                NUM                      osiem   \n",
       "371       CORRECT               NOUN                 kilometrów   \n",
       "372       CORRECT                ADP                         na   \n",
       "373       CORRECT               NOUN                    godzinę   \n",
       "374      DELETION               PART                         no   \n",
       "375       CORRECT              CCONJ                          i   \n",
       "376      DELETION              SCONJ                   ponieważ   \n",
       "377      DELETION                ADV                      tutaj   \n",
       "378      DELETION               PART                        nie   \n",
       "379       CORRECT               VERB                         ma   \n",
       "380       CORRECT               NOUN                wątpliwości   \n",
       "381  SUBSTITUTION              SCONJ                         co   \n",
       "382  SUBSTITUTION                ADP                         do   \n",
       "383  SUBSTITUTION               PRON                       tego   \n",
       "384       CORRECT               PRON                        kto   \n",
       "385      DELETION               VERB                 wynajmował   \n",
       "386      DELETION               NOUN                       auto   \n",
       "387  SUBSTITUTION                ADP                          w   \n",
       "388  SUBSTITUTION                DET                        tym   \n",
       "389       CORRECT               NOUN                     czasie   \n",
       "390       CORRECT               VERB                    dzwonię   \n",
       "391      DELETION                ADP                         do   \n",
       "392      DELETION               NOUN                       pana   \n",
       "393       CORRECT              SCONJ                       żeby   \n",
       "394       CORRECT               VERB               poinformować   \n",
       "395       CORRECT                ADP                          o   \n",
       "396       CORRECT               NOUN               konieczności   \n",
       "397  SUBSTITUTION               NOUN                 obciążenia   \n",
       "398       CORRECT               NOUN                       pana   \n",
       "399  SUBSTITUTION               NOUN                      karty   \n",
       "400  SUBSTITUTION               PART                         no   \n",
       "401  SUBSTITUTION               PART                        też   \n",
       "402       CORRECT               VERB                   chciałam   \n",
       "403       CORRECT               VERB               poinformować   \n",
       "404       CORRECT               NOUN                       pana   \n",
       "405       CORRECT                ADP                          o   \n",
       "406       CORRECT               PRON                        tym   \n",
       "407  SUBSTITUTION                ADV                  wcześniej   \n",
       "408  SUBSTITUTION              SCONJ                      zanim   \n",
       "409  SUBSTITUTION                ADP                         do   \n",
       "410  SUBSTITUTION                DET                       tego   \n",
       "411       CORRECT               NOUN                 obciążenia   \n",
       "412      DELETION               VERB                    dojdzie   \n",
       "413  SUBSTITUTION              SCONJ                       żeby   \n",
       "414  SUBSTITUTION                ADV                      tutaj   \n",
       "415  SUBSTITUTION               PART                         no   \n",
       "416       CORRECT               PART                        nie   \n",
       "417       CORRECT               VERB                       było   \n",