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Tselmeg Chenlemuge Tselmeg-C

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Tselmeg-C / model_training_for_text_analysis.py
Created June 3, 2020 06:14 — forked from moritzkoerber/model_training_for_text_analysis.py
Trains a model to analyze text messages.
import argparse
import pickle
import string
import sys
import nltk
import pandas as pd
from nltk.corpus import stopwords
from nltk.stem.wordnet import WordNetLemmatizer
from nltk.tokenize import word_tokenize
@Tselmeg-C
Tselmeg-C / df_cattonum.csv
Created May 16, 2020 16:45
df_cat_to_num
price brand model year title_status mileage color state country converted_condition
0 6300 28 26 2008 1 274117.0 3 25 2 14400
1 2899 9 93 2011 1 190552.0 40 36 2 8640
2 5350 8 76 2018 1 39590.0 40 8 2 2880
3 25000 9 33 2014 1 64146.0 5 40 2 1320
4 27700 6 1 2018 1 6654.0 35 7 2 1320
@Tselmeg-C
Tselmeg-C / data_clean.csv
Last active May 16, 2020 16:55
price brand model year title_status mileage color state country converted_condition
0 6300 toyota cruiser 2008 clean vehicle 274117.0 black new jersey usa 14400
1 2899 ford se 2011 clean vehicle 190552.0 silver tennessee usa 8640
2 5350 dodge mpv 2018 clean vehicle 39590.0 silver georgia usa 2880
3 25000 ford door 2014 clean vehicle 64146.0 blue virginia usa 1320
4 27700 chevrolet 1500 2018 clean vehicle 6654.0 red florida usa 1320
@Tselmeg-C
Tselmeg-C / data_clean_condition_converted.csv
Last active May 16, 2020 16:58
data_clean_condition_converted
0 6300 toyota cruiser 2008 clean vehicle 274117.0 black new jersey usa 14400
1 2899 ford se 2011 clean vehicle 190552.0 silver tennessee usa 8640
2 5350 dodge mpv 2018 clean vehicle 39590.0 silver georgia usa 2880
3 25000 ford door 2014 clean vehicle 64146.0 blue virginia usa 1320
4 27700 chevrolet 1500 2018 clean vehicle 6654.0 red florida usa 1320
@Tselmeg-C
Tselmeg-C / us_clear_head.csv
Last active May 16, 2020 20:48
us_car_clear_head.csv
price brand model year title_status mileage color state country condition
0 6300 toyota cruiser 2008 clean vehicle 274117.0 black new jersey usa 10 days left
1 2899 ford se 2011 clean vehicle 190552.0 silver tennessee usa 6 days left
2 5350 dodge mpv 2018 clean vehicle 39590.0 silver georgia usa 2 days left
3 25000 ford door 2014 clean vehicle 64146.0 blue virginia usa 22 hours left
4 27700 chevrolet 1500 2018 clean vehicle 6654.0 red florida usa 22 hours left
@Tselmeg-C
Tselmeg-C / usa_car_datasets_head.csv
Last active May 16, 2020 16:59
us_car_data_before_clear
price brand model year title_status mileage color vin lot state country condition
0 6300 toyota cruiser 2008 clean vehicle 274117.0 black jtezu11f88k007763 159348797 new jersey usa 10 days left
1 2899 ford se 2011 clean vehicle 190552.0 silver 2fmdk3gc4bbb02217 166951262 tennessee usa 6 days left
2 5350 dodge mpv 2018 clean vehicle 39590.0 silver 3c4pdcgg5jt346413 167655728 georgia usa 2 days left
3 25000 ford door 2014 clean vehicle 64146.0 blue 1ftfw1et4efc23745 167753855 virginia usa 22 hours left
4 27700 chevrolet 1500 2018 clean vehicle 6654.0 red 3gcpcrec2jg473991 167763266 florida usa 22 hours left