Skip to content

Instantly share code, notes, and snippets.

@talha1503

talha1503/task.ipynb

Created March 23, 2020 05:07
Show Gist options
  • Save talha1503/855f302fed736e1b7dff40ce64f7310f to your computer and use it in GitHub Desktop.
Save talha1503/855f302fed736e1b7dff40ce64f7310f to your computer and use it in GitHub Desktop.
Download ZIP
Display the source blob
Display the rendered blob
Raw
task.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import re"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>text</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Vardhaman Kochar\\nSadhana Kochar\\n9822342076\\...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>I Tarachand\\n9370237313\\nBALAJI\\n7972464762\\n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Manan Mathur\\nRelationship Manager - Sales\\n+...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Help Ever Hurt Never....\\nRahul Gholap\\nManag...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>तক ई\\nतसुणम\\n1.&amp; SONS\\nCANVASING AGENT\\nNAYA ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>Manan Mathur\\nRelationship Manager - Sales\\n+...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>P. Aanand\\nMob.:7875042230\\n9011409121\\nश्री ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Satramdas S. Chandwani\\nPrakash Kapurwani\\nMA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>Tel : SRIMATHA\\nM.Narayana Murty\\n08814) 2245...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>Suhas Saraf\\nC.E.O.\\nVasundhara\\nEnterprises\\...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>(0) 6501982, 4618756\\n4618738\\nGram : MANAVTA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>Vinod Gala\\nM: 93229 09013\\nKRISAANVI\\nCREATI...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>Since - 1978\\nShashikant C. Shaha\\nLavate Par...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>Mob : 98210 10700\\nANILBHAI\\n98208 10109\\nS. ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>www.SIXONICTECH.COM\\nSIXONIC TECHNOLOGIES PVT...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>11 Jai Mata Di II\\nMob.: 9869644680\\n88983897...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>K. GNANAMANI PILLAI\\n(a) MANIRATHNAM\\nMob. 09...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>Prakash\\nRajesh\\n094253 28288\\n094259 23900\\n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>Cell: 93253 13803\\n99675 53803\\nBhavesh\\nShre...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>Help Ever Hurt Never....\\nRahul Gholap\\nManag...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>Off\\nRes\\nMobile :098481-84915\\ne-mail : jail...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>77690\\n10450\\n'N\\nZa\\nNARAYANDAS DAMODARDAS Z...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>Nehaal Fakih\\n+91-9004488330\\nnehaal@91spring...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>N.K. RATHI\\nPremier Technologies Ltd.\\n23/F M...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>(0) 6501982, 4618756\\n4618738\\nGram : MANAVTA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>Amit Kumthekar\\nDirector\\nM.: 9595383216\\nE: ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>9440243827 (Suranna)\\n9494659251 (Ravindra)\\n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>Resi : 09242643772\\nShivananda : 09901923533\\...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>+919730704929\\nCA\\n+91 9421833600\\nCA Pushkar...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>The Venga Project\\nReal Connections. Great Me...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>501, Sahyadri Business Park,\\nO Mico Circle, ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>Cell : 9370762286\\n9373962286\\n- Plywood\\n- L...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>Manish Katariya\\nS.S.D.\\nNarain Katariya\\nM: ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>Nilesh\\n9373250625\\nBhagwandas\\n9422942625\\nC...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>Vivek Singhal\\nM: 94271 09283\\nBrijesh Singha...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>Ashok Agrowal 099499 76002\\nAnkit Agruwal 098...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>CA\\n+919730704929\\n+ 91 9421833600\\nCA Pushka...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>।। श्री निहाल खूब फ़ुल शांति गुरूवे नमः॥\\nVar...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>Pritesh Khiwwansara\\n9822059833\\nMAHALAXMI\\nT...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>Babasaheb Harde\\n(Managing Director)\\nMob.: 9...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>Rajendra Kela\\n9595050076\\nPrasad R. Kela\\n94...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>Pankaj B. Patil (Kantaiay)\\nMob. 9422249955\\n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>SAURABH SHARMA\\n@saurabh667\\nIndia\\nCEO &amp; Co-...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>inbound\\ngrowth\\nRashika Dass\\n+919167605010\\...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>:(0253) 2463561\\n2461102/2456579\\nRAM BHAI\\nP...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>Office: +91-233 2621721\\nTel.Fax :+91-233 262...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>Offi 2333731\\nCell : 94432 63731\\nK. MANI\\nSA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>AICICI PRUDENTIAL\\nLIFE INSURANCE\\nSushilkuma...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>MITESH POKAR\\nOPERATION MANAGER\\nINTERNAUTS\\n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>(0) 6501982, 4618756\\n4618738\\nGram : MANAVTA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>Event management.\\nBrand building.\\nBusiness ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>ABHAY ATHAVLE\\nB. Com., ACS, LL. B.\\nCOMPANY ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>Hans Raj Agrawal\\nCell: 09440178202\\nPh.:0884...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>RAJENDRA PURI\\nGAJENDRA NAGDA\\nM: 8114450275\\...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" text\n",
"0 Vardhaman Kochar\\nSadhana Kochar\\n9822342076\\...\n",
"1 I Tarachand\\n9370237313\\nBALAJI\\n7972464762\\n...\n",
"2 Manan Mathur\\nRelationship Manager - Sales\\n+...\n",
"3 Help Ever Hurt Never....\\nRahul Gholap\\nManag...\n",
"4 तক ई\\nतसुणम\\n1.& SONS\\nCANVASING AGENT\\nNAYA ...\n",
"5 Manan Mathur\\nRelationship Manager - Sales\\n+...\n",
"6 P. Aanand\\nMob.:7875042230\\n9011409121\\nश्री ...\n",
"7 Satramdas S. Chandwani\\nPrakash Kapurwani\\nMA...\n",
"8 Tel : SRIMATHA\\nM.Narayana Murty\\n08814) 2245...\n",
"9 Suhas Saraf\\nC.E.O.\\nVasundhara\\nEnterprises\\...\n",
"10 (0) 6501982, 4618756\\n4618738\\nGram : MANAVTA...\n",
"11 Vinod Gala\\nM: 93229 09013\\nKRISAANVI\\nCREATI...\n",
"12 Since - 1978\\nShashikant C. Shaha\\nLavate Par...\n",
"13 Mob : 98210 10700\\nANILBHAI\\n98208 10109\\nS. ...\n",
"14 www.SIXONICTECH.COM\\nSIXONIC TECHNOLOGIES PVT...\n",
"15 11 Jai Mata Di II\\nMob.: 9869644680\\n88983897...\n",
"16 K. GNANAMANI PILLAI\\n(a) MANIRATHNAM\\nMob. 09...\n",
"17 Prakash\\nRajesh\\n094253 28288\\n094259 23900\\n...\n",
"18 Cell: 93253 13803\\n99675 53803\\nBhavesh\\nShre...\n",
"19 Help Ever Hurt Never....\\nRahul Gholap\\nManag...\n",
"20 Off\\nRes\\nMobile :098481-84915\\ne-mail : jail...\n",
"21 77690\\n10450\\n'N\\nZa\\nNARAYANDAS DAMODARDAS Z...\n",
"22 Nehaal Fakih\\n+91-9004488330\\nnehaal@91spring...\n",
"23 N.K. RATHI\\nPremier Technologies Ltd.\\n23/F M...\n",
"24 (0) 6501982, 4618756\\n4618738\\nGram : MANAVTA...\n",
"25 Amit Kumthekar\\nDirector\\nM.: 9595383216\\nE: ...\n",
"26 9440243827 (Suranna)\\n9494659251 (Ravindra)\\n...\n",
"27 Resi : 09242643772\\nShivananda : 09901923533\\...\n",
"28 +919730704929\\nCA\\n+91 9421833600\\nCA Pushkar...\n",
"29 The Venga Project\\nReal Connections. Great Me...\n",
"30 501, Sahyadri Business Park,\\nO Mico Circle, ...\n",
"31 Cell : 9370762286\\n9373962286\\n- Plywood\\n- L...\n",
"32 Manish Katariya\\nS.S.D.\\nNarain Katariya\\nM: ...\n",
"33 Nilesh\\n9373250625\\nBhagwandas\\n9422942625\\nC...\n",
"34 Vivek Singhal\\nM: 94271 09283\\nBrijesh Singha...\n",
"35 Ashok Agrowal 099499 76002\\nAnkit Agruwal 098...\n",
"36 CA\\n+919730704929\\n+ 91 9421833600\\nCA Pushka...\n",
"37 ।। श्री निहाल खूब फ़ुल शांति गुरूवे नमः॥\\nVar...\n",
"38 Pritesh Khiwwansara\\n9822059833\\nMAHALAXMI\\nT...\n",
"39 Babasaheb Harde\\n(Managing Director)\\nMob.: 9...\n",
"40 Rajendra Kela\\n9595050076\\nPrasad R. Kela\\n94...\n",
"41 Pankaj B. Patil (Kantaiay)\\nMob. 9422249955\\n...\n",
"42 SAURABH SHARMA\\n@saurabh667\\nIndia\\nCEO & Co-...\n",
"43 inbound\\ngrowth\\nRashika Dass\\n+919167605010\\...\n",
"44 :(0253) 2463561\\n2461102/2456579\\nRAM BHAI\\nP...\n",
"45 Office: +91-233 2621721\\nTel.Fax :+91-233 262...\n",
"46 Offi 2333731\\nCell : 94432 63731\\nK. MANI\\nSA...\n",
"47 AICICI PRUDENTIAL\\nLIFE INSURANCE\\nSushilkuma...\n",
"48 MITESH POKAR\\nOPERATION MANAGER\\nINTERNAUTS\\n...\n",
"49 (0) 6501982, 4618756\\n4618738\\nGram : MANAVTA...\n",
"50 Event management.\\nBrand building.\\nBusiness ...\n",
"51 ABHAY ATHAVLE\\nB. Com., ACS, LL. B.\\nCOMPANY ...\n",
"52 Hans Raj Agrawal\\nCell: 09440178202\\nPh.:0884...\n",
"53 RAJENDRA PURI\\nGAJENDRA NAGDA\\nM: 8114450275\\..."
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"data = pd.read_csv('data.csv')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>text</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Vardhaman Kochar\\nSadhana Kochar\\n9822342076\\...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>I Tarachand\\n9370237313\\nBALAJI\\n7972464762\\n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Manan Mathur\\nRelationship Manager - Sales\\n+...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Help Ever Hurt Never....\\nRahul Gholap\\nManag...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>तক ई\\nतसुणम\\n1.&amp; SONS\\nCANVASING AGENT\\nNAYA ...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" text\n",
"0 Vardhaman Kochar\\nSadhana Kochar\\n9822342076\\...\n",
"1 I Tarachand\\n9370237313\\nBALAJI\\n7972464762\\n...\n",
"2 Manan Mathur\\nRelationship Manager - Sales\\n+...\n",
"3 Help Ever Hurt Never....\\nRahul Gholap\\nManag...\n",
"4 तক ई\\nतसुणम\\n1.& SONS\\nCANVASING AGENT\\nNAYA ..."
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.head()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"' Vardhaman Kochar\\\\nSadhana Kochar\\\\n9822342076\\\\n9970177076\\\\nSadhana Dry Fruits\\\\n& Food Products\\\\nBest Quality Dry Fruits,\\\\nFrozen Dry Fruits, Attractive Gift\\\\nPacks at Very Reasonable Price\\\\nC-204, Shivramnagar, Behind Navakar Hospital,\\\\nGovind Nagar, Nashik-9. Ph.: 2471024, M : 8668489189'"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data['text'][0]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"tokens_n_separated = []\n",
"for index,row in data.iterrows():\n",
" row_data = row['text']\n",
" row_data = row_data.split('\\\\n')\n",
" tokens_n_separated.append(row_data) "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"tokens_n_separated = [token.strip() for token_list in tokens_n_separated for token in token_list ]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['Vardhaman Kochar',\n",
" 'Sadhana Kochar',\n",
" '9822342076',\n",
" '9970177076',\n",
" 'Sadhana Dry Fruits',\n",
" '& Food Products',\n",
" 'Best Quality Dry Fruits,',\n",
" 'Frozen Dry Fruits, Attractive Gift',\n",
" 'Packs at Very Reasonable Price',\n",
" 'C-204, Shivramnagar, Behind Navakar Hospital,',\n",
" 'Govind Nagar, Nashik-9. Ph.: 2471024, M : 8668489189',\n",
" 'I Tarachand',\n",
" '9370237313',\n",
" 'BALAJI',\n",
" '7972464762',\n",
" 'CANVASSING COMPANY',\n",
" 'I Raju',\n",
" '9423777151',\n",
" 'Canvassing Agents in : Rice, Paddy & Foodgrains',\n",
" '9373557700',\n",
" 'Gosavi Wadi, Shastri Path, Opp. Bytco',\n",
" 'Hospital, Nashik Road, Nashik- 422 101',\n",
" 'Tel.: 0253-2460216, 2454688',\n",
" 'Email : balajicanvassingcompany@gmail.com',\n",
" 'I Dharmendra',\n",
" '9623769100',\n",
" '7620557700',\n",
" 'Manan Mathur',\n",
" 'Relationship Manager - Sales',\n",
" '+918657592788',\n",
" 'manan.mathur@questoffices.com',\n",
" 'Quest Coworks Pvt. Ltd.',\n",
" '5th Floor, Technopolis Knowledge Park,',\n",
" 'Mahakali Caves Road, Chakala,',\n",
" 'Andheri (East), Mumbai- 400093',\n",
" 'Help Ever Hurt Never....',\n",
" 'Rahul Gholap',\n",
" 'Managing Director',\n",
" 'PROPERTY JUNCTIONS',\n",
" 'TOTAL REAL ESTATE SOLUTIONS &',\n",
" 'INVESTMENT CONSULTANT',\n",
" '+918888887791',\n",
" 'shivament.pune@gmail.com',\n",
" 'property.junction27@gmail.com',\n",
" 'Maha, Rera No.: A52100008609',\n",
" 'तক ई',\n",
" 'तसुणम',\n",
" '1.& SONS',\n",
" 'CANVASING AGENT',\n",
" 'NAYA BAZAR, BAGHANA,',\n",
" 'NEEMUCH-458 441 (M.P.) INDIA',\n",
" 'Cell : 094253 25555, 091796 62322',\n",
" 'e-mail : tarungarg55@in.com',\n",
" 'EGO',\n",
" 'Manan Mathur',\n",
" 'Relationship Manager - Sales',\n",
" '+918657592788',\n",
" 'manan.mathur@questoffices.com',\n",
" 'Quest Coworks Pvt. Ltd.',\n",
" '5th Floor, Technopolis Knowledge Park,',\n",
" 'Mahakali Caves Road, Chakala,',\n",
" 'Andheri (East), Mumbai- 400093',\n",
" 'P. Aanand',\n",
" 'Mob.:7875042230',\n",
" '9011409121',\n",
" 'श्री बालाजी आटा सेंटर',\n",
" 'Shree Balaji Atta Center',\n",
" 'इडली, डोसा, वडा आटा',\n",
" 'Idali, Dosa, Wada Atta',\n",
" 'शॉप. नं. ३, शिवयशोदा सोसा.,',\n",
" 'श्री स्वामी समर्थ मंदिराजवळ,',\n",
" 'दत्तमंदिर रोड, नाशिकरोड.',\n",
" 'Shop No. 3, Shivyashoda Soc.,',\n",
" 'Near Swami Samarth Tempal,',\n",
" 'Datta Mandir Road, Nashik Road.',\n",
" 'Satramdas S. Chandwani',\n",
" 'Prakash Kapurwani',\n",
" 'MAYA',\n",
" 'Canvassing Agency',\n",
" 'Rice, Broken Rice & Poha Suppliers',\n",
" 'Shop No. 1, Daulat Complex, Bhawani Chowk, Gondia -441 601 (M.S.)',\n",
" 'Mob.:9422132290, 9371667306 (Satramdas), 9422830268 (Prakash)',\n",
" 'Ph.:(07182) (Off.) 325208, 235553, 236571 (Resi.) 223029, 232662 P.P.',\n",
" 'Tel : SRIMATHA',\n",
" 'M.Narayana Murty',\n",
" '08814) 224530, 224796 (ỞJ',\n",
" 'M.V.V.NarasinER',\n",
" 'Cell: 98481 44196',\n",
" '222153 (R)',\n",
" 'Cell:94401 80153',\n",
" '2BKJUBILE',\n",
" 'Murty',\n",
" '224196 (R)',\n",
" 'LAKSHMI VENKATA RAMANA',\n",
" 'COCOANUT MERCHANTS',\n",
" 'COCOANUT EXPORTERS-',\n",
" 'Yadla Bazar, PALAKOL -534 260. W.G.Dist, (A.P.)',\n",
" 'E-mail : Ivrcocoanutmerchants@gmail.com',\n",
" 'Suhas Saraf',\n",
" 'C.E.O.',\n",
" 'Vasundhara',\n",
" 'Enterprises',\n",
" 'Plot No. 21/2B, M.I.D.C. Satpur,',\n",
" 'Nashik - 422 007. Maharashtra, India.',\n",
" 'Tel.: 0253-2355424',\n",
" 'www.vasundharaenterprises.in',\n",
" 'e-mail : saraf.suhas@yahoo.com',\n",
" 'marketing@vasundharaenterprises.in',\n",
" 'Cell : 9422255226',\n",
" '(0) 6501982, 4618756',\n",
" '4618738',\n",
" 'Gram : MANAVTA',\n",
" 'Dinesh : 09394865950',\n",
" 'Fax : 4613914',\n",
" '(R) 4576921, 4064274',\n",
" 'Ss',\n",
" 'Sawalram Shyamsunder',\n",
" 'Canvassing Agents in :',\n",
" '15-2-449/13, Kishan Gunj, Hyderabad - 500 012 (A.P.) Mob. 8055803830',\n",
" 'Vinod Gala',\n",
" 'M: 93229 09013',\n",
" 'KRISAANVI',\n",
" 'CREATION',\n",
" 'WHOLESALER IN FANCY DESIGNER SAREES',\n",
" '& CHANIYA CHOLI',\n",
" '64E, Dabliwala Building, Shop No. 2,',\n",
" 'Ground Floor, Old Hanuman Lane, Kalbadevi Road,',\n",
" 'Mumbai 400 002',\n",
" 'GST NO 27AHFPG2712H1ZP',\n",
" 'Since - 1978',\n",
" 'Shashikant C. Shaha',\n",
" 'Lavate Park, Raviwar Karanja, Nashik - 422 001.',\n",
" '© (0253) 2575973, 2570872.',\n",
" 'Shashikantbhai : 98226-22244',\n",
" 'Vipul : 98223-44244',\n",
" \"GRAIN'S BROKER\",\n",
" 'Mob : 98210 10700',\n",
" 'ANILBHAI',\n",
" '98208 10109',\n",
" 'S. K. BROKERS',\n",
" 'Convassing Agents',\n",
" 'M-26, A.P.M.C. Market- II, Phase- 1I, Vashi, Navi Mumbai- 400 703.',\n",
" '(0) : 2780 2610, 2780 2611',\n",
" 'HI',\n",
" 'www.SIXONICTECH.COM',\n",
" 'SIXONIC TECHNOLOGIES PVT LTD.',\n",
" 'Sixonic',\n",
" 'Technologies Pvt Ltd.',\n",
" '+91 - 9834800422',\n",
" 'PRAMOD MORE',\n",
" 'pramod@sixonictech.com',\n",
" 'Founder & CEO',\n",
" 'OSandbox Startups, Next to Airport, Gokul Road, HUBLI, Karnataka - 580030.',\n",
" '11 Jai Mata Di II',\n",
" 'Mob.: 9869644680',\n",
" '8898389720',\n",
" 'Jai Gurudev',\n",
" 'Si MumbadEvi',\n",
" 'DA',\n",
" 'RI',\n",
" '= TRADING CO.',\n",
" 'SRIFAL, ATTA, RAVA, MAIDA',\n",
" 'MERCHANT & COMMISSION AGENT',\n",
" 'K59, APMC Market-I, Phase-II, Turbhe,',\n",
" 'Navi Mumbai - 400 703.',\n",
" 'K. GNANAMANI PILLAI',\n",
" '(a) MANIRATHNAM',\n",
" 'Mob. 09425056290',\n",
" '09425056390',\n",
" 'SINCE 1995',\n",
" 'MAHALAKSHMI AGENCIES',\n",
" 'ALL INDIA COCONUT MARKETING AGENT',\n",
" 'Plot No. 39, Type-D, Sector-B, Slice No. 4, Scheme No. 78,',\n",
" 'Aranya Nagar, Near Government Higher',\n",
" 'Secondary School, INDORE-452 010 (M.P.)',\n",
" '0731 (O) 2550290, 2577590, (R) 2555390, 2553390',\n",
" 'Prakash',\n",
" 'Rajesh',\n",
" '094253 28288',\n",
" '094259 23900',\n",
" '093029 06123',\n",
" '090398 88005',\n",
" 'SHREEJ MARKETINGS',\n",
" 'Balaji Ganesh Market, Station Road, Neemuch (M.P.)',\n",
" 'Tele. & Fax : 07423 - 223009',\n",
" 'Deals in: Dharia, Methi, Ajwain; Tilli, Suwa, Kalonji & Other Spices',\n",
" 'Cell: 93253 13803',\n",
" '99675 53803',\n",
" 'Bhavesh',\n",
" 'Shreenath',\n",
" 'Sales Corporation',\n",
" 'CANVASSERS • POHA • MURMURA',\n",
" 'A/905, Blué Oasis - I, Blue Empire Complex,',\n",
" 'Off Link Road, Mahavir Nagar,',\n",
" 'Kandivali (west), Mumbai - 400 067.',\n",
" 'Help Ever Hurt Never....',\n",
" 'Rahul Gholap',\n",
" 'Managing Director',\n",
" 'PROPERTY JUNCTIONS',\n",
" 'TOTAL REAL ESTATE SOLUTIONS &',\n",
" 'INVESTMENT CONSULTANT',\n",
" '+918888887791',\n",
" 'shivament.pune@gmail.com',\n",
" 'property.junction27@gmail.com',\n",
" 'Maha. Rera No.: A52100008609',\n",
" 'Off',\n",
" 'Res',\n",
" 'Mobile :098481-84915',\n",
" 'e-mail : jaileshmht@gmail.com',\n",
" ':224204',\n",
" ':224572',\n",
" 'Jailesh Mehta',\n",
" 'JAYSON',\n",
" 'Commission Agent',\n",
" 'Canal Road, Beside SBI, PALAKOL -534 260, (A.P.)',\n",
" '77690',\n",
" '10450',\n",
" \"'N\",\n",
" 'Za',\n",
" 'NARAYANDAS DAMODARDAS ZAWAR',\n",
" 'General Merchant & Commission Agent',\n",
" 'Wholesaler of Coriander Seeds',\n",
" '148, Bhavani Peth, Bohra Galli, Jalgaon - 425 001',\n",
" 'Tel.: 0257 - 2223148, Cell : 9422283430 Email : ndzawar@yaboo.com',\n",
" 'Nehaal Fakih',\n",
" '+91-9004488330',\n",
" 'nehaal@91springboard.com',\n",
" 'mum.andheri.lotus@91springboard.com',\n",
" '91 SPRINGBOARD',\n",
" 'cowork.network.grow',\n",
" 'Plot No. D-5 Road No. 20, Marol MIDC, Andheri East',\n",
" 'Mumbai - 400069',\n",
" 'www.91springboard.com',\n",
" 'N.K. RATHI',\n",
" 'Premier Technologies Ltd.',\n",
" '23/F Metro Loft, 38 Kwai Hei Street,',\n",
" 'Kwai Chung, N.T. Hong Kong',\n",
" '金豐科研有限公司',\n",
" '香港葵涌葵喜街38號都會坊23F',\n",
" 'Tel: (852) 2541 9010',\n",
" 'Fax: (852) 2541 8875',\n",
" 'www.bentoncharger.com',\n",
" 'Email: info@bentoncharger.com',\n",
" 'BBENTON',\n",
" 'N.K.',\n",
" '(0) 6501982, 4618756',\n",
" '4618738',\n",
" 'Gram : MANAVTA',\n",
" 'Dinesh : 09394865950',\n",
" 'Fax:4613914',\n",
" '(R) 4576921, 4064274',\n",
" 'Ss',\n",
" 'Sawalram Shyamsunder',\n",
" 'уат',\n",
" 'Canvassing Agents in :',\n",
" 'ип',\n",
" '15-2-449/13, Kishan Gunj, Hyderabad - 500 012 (A.P.) Mob. 8055803830',\n",
" 'Amit Kumthekar',\n",
" 'Director',\n",
" 'M.: 9595383216',\n",
" 'E: amitkumthekar007@gmail.com',\n",
" 'Swadesh Food & Marketing',\n",
" '00',\n",
" 'Manufacture : All Types of Chocolates & Namkin Productes',\n",
" 'Add: Plot No. 11, Bhadravati Residency, Bandavane Nagar, Kamatwade, Nashik-422010.',\n",
" '9440243827 (Suranna)',\n",
" '9494659251 (Ravindra)',\n",
" '08856-243287',\n",
" 'Tel : \"GULAB\"',\n",
" 'G.V.R.TRADERS',\n",
" 'COPRA, COCONUT MERCHANTS',\n",
" '11-76/3, AG ROAD, AMBAJIPETA-533214',\n",
" 'East Godavari District (A.P.)',\n",
" 'Resi : 09242643772',\n",
" 'Shivananda : 09901923533',\n",
" 'Ashokbhai : 08105687807',\n",
" 'Shiddanna : 09242748374',\n",
" 'SBT,',\n",
" 'Vinayak : 09241692722',\n",
" 'Vijay : 8453399663',\n",
" 'SHREE BASAV TRADERS',\n",
" 'ASHOK AGENCY',\n",
" 'Chillies, Chillies Powder, Merchants & Commission Agents.',\n",
" 'A.P.M.C. Market Yard, BYADGI-581 106',\n",
" 'Dist : HAVERI',\n",
" 'KARNATAK STATE',\n",
" '+919730704929',\n",
" 'CA',\n",
" '+91 9421833600',\n",
" 'CA Pushkar S. Solanki',\n",
" 'B.Com, ACA',\n",
" 'Flat No. 04, Dwarka Complex, Savedi,',\n",
" 'Near Hotel Premdan, Ahmednagar 414 003.',\n",
" 'capushkarsolanki@gmail.com',\n",
" 'The Venga Project',\n",
" 'Real Connections. Great Memories. Live.',\n",
" 'Sarthak Sidharth',\n",
" '+918007143297 ; +917972224099',\n",
" 'Founder',\n",
" 'O @thevengaproject',\n",
" 'sidharth@thevengaproject.in',\n",
" 'www.thevengaproject.in',\n",
" '501, Sahyadri Business Park,',\n",
" 'O Mico Circle, Trimbak Road,',\n",
" 'Nashik, 422002, MH, India',\n",
" 'Ayurvedic',\n",
" 'ESSENTIALS',\n",
" '+91 8668402457',\n",
" '+0253 2583438',\n",
" 'Shubham Vhanmane',\n",
" '× shubham.jyayur@gmail.com',\n",
" 'Sales Executive',\n",
" 'Cell : 9370762286',\n",
" '9373962286',\n",
" '- Plywood',\n",
" '- Laminates',\n",
" '. Vineers',\n",
" 'GHP',\n",
" '. Flush Doors',\n",
" '- P.V.C. Doors',\n",
" 'GOODLUCK',\n",
" 'Fancy Hardware Fittings',\n",
" 'HARDWARE & PLYWOOD',\n",
" '- Aluminium Section',\n",
" '\"Chaitanya\" Shastri Path, Rajendra Colony,',\n",
" 'Nashik Road - 422 101. Ph.: 0253-2462286',\n",
" '- Stainless Steel Section',\n",
" 'Manish Katariya',\n",
" 'S.S.D.',\n",
" 'Narain Katariya',\n",
" 'M: 9890279991',\n",
" 'M: 9970181991',\n",
" 'SEEMA',\n",
" 'REAL ESTATE & INVESTMENTS',\n",
" 'Office Address: 262, Howson Road, Near Bank of Baroda, Deolali Camp.',\n",
" 'Nilesh',\n",
" '9373250625',\n",
" 'Bhagwandas',\n",
" '9422942625',\n",
" 'Chhajed Trading Company',\n",
" 'Jaggery Merchant & Comission Agent',\n",
" '93, Gultekdi Market yard, Pune 411037',\n",
" 'Ph: 020/ 24270245, Emal: nileshchhajed 13@gmail.com',\n",
" 'Vivek Singhal',\n",
" 'M: 94271 09283',\n",
" 'Brijesh Singhal',\n",
" 'M: 94260 72857',\n",
" 'Shri Girraj Canvassers¬',\n",
" 'Canvassing Agent - Bajara, Wheat, Juwar & Maize',\n",
" '23/3, Sindhi Commercial Market, Chokha Bazar,',\n",
" 'Kalupur, Ahmedabad-380 002.-',\n",
" 'Ph.: (079) 22165268. 22164025 (R) 26622050',\n",
" 'Ashok Agrowal 099499 76002',\n",
" 'Ankit Agruwal 098480 70457',\n",
" 'MITTAL TRADERS',\n",
" 'Canvassing Agents in Watery and Dry Coconuts',\n",
" '#25-6-35, Ganjamvari Street, Near Dena Bank, KAKINADA-1., E.G. Dist., A.P.',\n",
" 'Ph: 0884-2361838, 2362721, 2372722, 094401 76002, 094401 76607',\n",
" 'E-mail: mittlacoco.kkd@gmail.com',\n",
" 'VENKA T',\n",
" 'CA',\n",
" '+919730704929',\n",
" '+ 91 9421833600',\n",
" 'CA Pushkar S. Solanki',\n",
" 'B.Com, ACA',\n",
" 'Flat No. 04, Dwarka Complex, Savedi,',\n",
" 'Near Hotel Premdan, Ahmednagar 414 003.',\n",
" 'capushkarsolanki@gmail.com',\n",
" '।। श्री निहाल खूब फ़ुल शांति गुरूवे नमः॥',\n",
" 'Vardhaman',\n",
" '- CORPORATION',\n",
" 'COCONUT, COPRA, KHAMAN',\n",
" 'WHOLESALE MERCHANT',\n",
" 'Bagur Road, Masjid Chowk, Near Subh Jewellers, C.R. Patana,',\n",
" 'Karnataka - 573 116. Cell: +9198696 44680 / 88983 89720.',\n",
" 'Pritesh Khiwwansara',\n",
" '9822059833',\n",
" 'MAHALAXMI',\n",
" 'TOURS',\n",
" 'MAHALAXMI TOURS',\n",
" 'Gold Circle partner of Thomas cook',\n",
" 'Thomas',\n",
" 'Cook',\n",
" 'TAAI',\n",
" 'IATA',\n",
" 'Gold Circle',\n",
" 'Prakash Apt. Mahatma Nagar, Near ABB Circle, Nashik - 422 007.',\n",
" 'Ph. : (0253) 2363700 / 2363800 E-mail: mahalaxmiturs@gmail.com',\n",
" 'Babasaheb Harde',\n",
" '(Managing Director)',\n",
" 'Mob.: 9225146555',\n",
" 'email : bsh_shament@rediffmail.com',\n",
" 'Solazaro',\n",
" 'प्वाल',\n",
" 'SIPL',\n",
" 'SUJEET INDUSTRIES PVT. LTD.',\n",
" 'su',\n",
" 'Manufacturing:',\n",
" 'Transmission & Telecommunication Tower',\n",
" 'Solar Mounting Structures',\n",
" 'Hot Dip Galvanizing',\n",
" 'Industrial Packaging (Wooden & Corrugated Box)',\n",
" 'E-21, M.I.D.C. Malegaon, Sinnar, Nashik - 422 113. Ph.: (02551) 230331',\n",
" 'Rajendra Kela',\n",
" '9595050076',\n",
" 'Prasad R. Kela',\n",
" '9404796276',\n",
" '9657000076',\n",
" '9423971876',\n",
" 'Kela CANVASSING',\n",
" 'JAWAR, BAJRA, WHEAT, ATTA',\n",
" 'S-20, Regimental Plaza, Bitco Point, Nashik Road, Nashik.',\n",
" 'Pankaj B. Patil (Kantaiay)',\n",
" 'Mob. 9422249955',\n",
" 'Vt',\n",
" 'Df Vaishali Inavels',\n",
" 'All Types of Cars (A/c) & Non (A/c) Daily Bus Service',\n",
" 'Shop No.1; Rajan Complex, Datta Mandir Stop,',\n",
" 'Nashik Road - 422 101. Ph. 2463694, 2459611 (R) 2469612',\n",
" 'E-Mail-vaishalitravelsvt@gmail.com www.vaishalitravels.in',\n",
" 'Monthly Contract Vehicles Also available',\n",
" '• RELIANCE GENERAL INSURANCE For All Four /Two Wheelers',\n",
" '• CREDIT CARDS Accepted.',\n",
" 'es',\n",
" 'ROualis, Scropio, Tavera, Innova, umo, Trax, Indica & 4 to 60 S',\n",
" 'SAURABH SHARMA',\n",
" '@saurabh667',\n",
" 'India',\n",
" 'CEO & Co-founder',\n",
" 'www.theblockchainschool.io',\n",
" 'C +91 75594 53867',\n",
" 'saurabh@theblockthainschool.io',\n",
" 'inbound',\n",
" 'growth',\n",
" 'Rashika Dass',\n",
" '+919167605010',\n",
" 'rashikadass28@gmail.com',\n",
" ':(0253) 2463561',\n",
" '2461102/2456579',\n",
" 'RAM BHAI',\n",
" 'PURUSHOTTAM BHAI',\n",
" 'GOVIND BHAI',\n",
" 'Cell : 94222 54109/9372564774',\n",
" 'VINAYAK CANVASSING COMPANY',\n",
" '* CANVASSING AGENT',\n",
" 'PULSES AND CATTLEFEED',\n",
" 'GANESH MARKET, DR. AMBEDKAR ROAD, NASIK ROAD-422 101',\n",
" 'SISTER CONCERN : DHARAMDAS & SONS',\n",
" 'Office: +91-233 2621721',\n",
" 'Tel.Fax :+91-233 2620621',\n",
" 'Fact :+91-233 2644126',\n",
" \"Shrikanth : 9890365111, 9403724071'\",\n",
" 'email : vyankateshtraders@yahoo.com',\n",
" '( Director)',\n",
" 'Venkatesh Traders',\n",
" 'Merchannt Exporter, Value Added Spices',\n",
" '100 -B, Mahaveer Nagar, Post Box No. 137, Sangli (Mah) 416416.',\n",
" 'Offi 2333731',\n",
" 'Cell : 94432 63731',\n",
" 'K. MANI',\n",
" 'SAGO & STARCH MERCHANTS AND',\n",
" 'COMMISSION AGENTS.',\n",
" '242/2, Periyasamy Nagar,',\n",
" 'Periyapudhur,',\n",
" 'SALEM -636 016.',\n",
" 'AICICI PRUDENTIAL',\n",
" 'LIFE INSURANCE',\n",
" 'Sushilkumar Shinde',\n",
" 'ASSO. FINANCIAL SERVICES MGR',\n",
" 'Mobile : 8412902672',\n",
" 'ICICI Prudential Life Insurance Co. Ltd.',\n",
" '3rd Floor, R Square, Plot No: 62, College Road,',\n",
" 'Nashik - 422005. E-mail : sushilkumar.shinde@iciciprulife.com',\n",
" 'Visit us at : www.iciciprulife.com',\n",
" 'MITESH POKAR',\n",
" 'OPERATION MANAGER',\n",
" 'INTERNAUTS',\n",
" 'INFOTECH',\n",
" 'L-11, Suyojit Modern Point',\n",
" 'Nashik, Maharashtra, India',\n",
" 'mitesh.pokar@internauts.io',\n",
" '+919021212807',\n",
" '@internautsIT',\n",
" 'www.internauts.io',\n",
" 'f.',\n",
" 'in',\n",
" '(0) 6501982, 4618756',\n",
" '4618738',\n",
" 'Gram : MANAVTA',\n",
" 'Dinesh : 09394865950',\n",
" 'Fax : 4613914',\n",
" '(R) 4576921, 4064274',\n",
" 'Sawalram Shyamsunder',\n",
" 'Canvassing Agents in :',\n",
" '15-2-449/13, Kishan Gunj, Hyderabad - 500 012 (A.P.) Mob. 8055803830',\n",
" 'Event management.',\n",
" 'Brand building.',\n",
" 'Business training.',\n",
" 'BIS',\n",
" 'Seminar.',\n",
" 'Exhibition.',\n",
" 'Product launch.',\n",
" 'Power Your Vision',\n",
" 'Musical show.',\n",
" 'Broadvision Marketing Solutions',\n",
" 'www.bvmsevents.com',\n",
" 'ABHAY ATHAVLE',\n",
" 'B. Com., ACS, LL. B.',\n",
" 'COMPANY SECRETARY',\n",
" 'Flat No. 10, Ankur Apartments,',\n",
" 'Sanewadi, ITI Road, Aundh, Pune-411007',\n",
" 'M: 9767759567 E-mail : csabhayathavle@gmail.com',\n",
" 'EGO',\n",
" 'Hans Raj Agrawal',\n",
" 'Cell: 09440178202',\n",
" 'Ph.:0884-2352373',\n",
" 'VITHAL TRADERS',\n",
" 'CANVASSING AGENTS IN WATERY & DRY COCONUTS',\n",
" '# 25-6-9/16, Flat No. D1,Mutha Apartments,',\n",
" 'Ganjamvari Street, KAKINADA - 533 001, (A.P.)',\n",
" 'Where service is the way of life',\n",
" 'RAJENDRA PURI',\n",
" 'GAJENDRA NAGDA',\n",
" 'M: 8114450275',\n",
" 'M: 9610067333',\n",
" '9950037982',\n",
" 'O 9001931919',\n",
" 'SWASTIK CARE',\n",
" 'All Type of Laptop & Printers Accessories & Repairing',\n",
" 'LED, Motherboard Repairing & Toner Refilling',\n",
" 'Ankur Complex, Sector-4, Opp. Narayan Sewa Sansthan, Udaipur (Raj.)']"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tokens_n_separated"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"def consists_of_numbers(input_string):\n",
" return any(char.isdigit() for char in input_string)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"numerical_tokens = [token.lower() for token in tokens_n_separated if consists_of_numbers(token)]"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['9822342076',\n",
" '9970177076',\n",
" 'c-204, shivramnagar, behind navakar hospital,',\n",
" 'govind nagar, nashik-9. ph.: 2471024, m : 8668489189',\n",
" '9370237313',\n",
" '7972464762',\n",
" '9423777151',\n",
" '9373557700',\n",
" 'hospital, nashik road, nashik- 422 101',\n",
" 'tel.: 0253-2460216, 2454688',\n",
" '9623769100',\n",
" '7620557700',\n",
" '+918657592788',\n",
" '5th floor, technopolis knowledge park,',\n",
" 'andheri (east), mumbai- 400093',\n",
" '+918888887791',\n",
" 'property.junction27@gmail.com',\n",
" 'maha, rera no.: a52100008609',\n",
" '1.& sons',\n",
" 'neemuch-458 441 (m.p.) india',\n",
" 'cell : 094253 25555, 091796 62322',\n",
" 'e-mail : tarungarg55@in.com',\n",
" '+918657592788',\n",
" '5th floor, technopolis knowledge park,',\n",
" 'andheri (east), mumbai- 400093',\n",
" 'mob.:7875042230',\n",
" '9011409121',\n",
" 'शॉप. नं. ३, शिवयशोदा सोसा.,',\n",
" 'shop no. 3, shivyashoda soc.,',\n",
" 'shop no. 1, daulat complex, bhawani chowk, gondia -441 601 (m.s.)',\n",
" 'mob.:9422132290, 9371667306 (satramdas), 9422830268 (prakash)',\n",
" 'ph.:(07182) (off.) 325208, 235553, 236571 (resi.) 223029, 232662 p.p.',\n",
" '08814) 224530, 224796 (ởj',\n",
" 'cell: 98481 44196',\n",
" '222153 (r)',\n",
" 'cell:94401 80153',\n",
" '2bkjubile',\n",
" '224196 (r)',\n",
" 'yadla bazar, palakol -534 260. w.g.dist, (a.p.)',\n",
" 'plot no. 21/2b, m.i.d.c. satpur,',\n",
" 'nashik - 422 007. maharashtra, india.',\n",
" 'tel.: 0253-2355424',\n",
" 'cell : 9422255226',\n",
" '(0) 6501982, 4618756',\n",
" '4618738',\n",
" 'dinesh : 09394865950',\n",
" 'fax : 4613914',\n",
" '(r) 4576921, 4064274',\n",
" '15-2-449/13, kishan gunj, hyderabad - 500 012 (a.p.) mob. 8055803830',\n",
" 'm: 93229 09013',\n",
" '64e, dabliwala building, shop no. 2,',\n",
" 'mumbai 400 002',\n",
" 'gst no 27ahfpg2712h1zp',\n",
" 'since - 1978',\n",
" 'lavate park, raviwar karanja, nashik - 422 001.',\n",
" '© (0253) 2575973, 2570872.',\n",
" 'shashikantbhai : 98226-22244',\n",
" 'vipul : 98223-44244',\n",
" 'mob : 98210 10700',\n",
" '98208 10109',\n",
" 'm-26, a.p.m.c. market- ii, phase- 1i, vashi, navi mumbai- 400 703.',\n",
" '(0) : 2780 2610, 2780 2611',\n",
" '+91 - 9834800422',\n",
" 'osandbox startups, next to airport, gokul road, hubli, karnataka - 580030.',\n",
" '11 jai mata di ii',\n",
" 'mob.: 9869644680',\n",
" '8898389720',\n",
" 'k59, apmc market-i, phase-ii, turbhe,',\n",
" 'navi mumbai - 400 703.',\n",
" 'mob. 09425056290',\n",
" '09425056390',\n",
" 'since 1995',\n",
" 'plot no. 39, type-d, sector-b, slice no. 4, scheme no. 78,',\n",
" 'secondary school, indore-452 010 (m.p.)',\n",
" '0731 (o) 2550290, 2577590, (r) 2555390, 2553390',\n",
" '094253 28288',\n",
" '094259 23900',\n",
" '093029 06123',\n",
" '090398 88005',\n",
" 'tele. & fax : 07423 - 223009',\n",
" 'cell: 93253 13803',\n",
" '99675 53803',\n",
" 'a/905, blué oasis - i, blue empire complex,',\n",
" 'kandivali (west), mumbai - 400 067.',\n",
" '+918888887791',\n",
" 'property.junction27@gmail.com',\n",
" 'maha. rera no.: a52100008609',\n",
" 'mobile :098481-84915',\n",
" ':224204',\n",
" ':224572',\n",
" 'canal road, beside sbi, palakol -534 260, (a.p.)',\n",
" '77690',\n",
" '10450',\n",
" '148, bhavani peth, bohra galli, jalgaon - 425 001',\n",
" 'tel.: 0257 - 2223148, cell : 9422283430 email : ndzawar@yaboo.com',\n",
" '+91-9004488330',\n",
" 'nehaal@91springboard.com',\n",
" 'mum.andheri.lotus@91springboard.com',\n",
" '91 springboard',\n",
" 'plot no. d-5 road no. 20, marol midc, andheri east',\n",
" 'mumbai - 400069',\n",
" 'www.91springboard.com',\n",
" '23/f metro loft, 38 kwai hei street,',\n",
" '香港葵涌葵喜街38號都會坊23f',\n",
" 'tel: (852) 2541 9010',\n",
" 'fax: (852) 2541 8875',\n",
" '(0) 6501982, 4618756',\n",
" '4618738',\n",
" 'dinesh : 09394865950',\n",
" 'fax:4613914',\n",
" '(r) 4576921, 4064274',\n",
" '15-2-449/13, kishan gunj, hyderabad - 500 012 (a.p.) mob. 8055803830',\n",
" 'm.: 9595383216',\n",
" 'e: amitkumthekar007@gmail.com',\n",
" '00',\n",
" 'add: plot no. 11, bhadravati residency, bandavane nagar, kamatwade, nashik-422010.',\n",
" '9440243827 (suranna)',\n",
" '9494659251 (ravindra)',\n",
" '08856-243287',\n",
" '11-76/3, ag road, ambajipeta-533214',\n",
" 'resi : 09242643772',\n",
" 'shivananda : 09901923533',\n",
" 'ashokbhai : 08105687807',\n",
" 'shiddanna : 09242748374',\n",
" 'vinayak : 09241692722',\n",
" 'vijay : 8453399663',\n",
" 'a.p.m.c. market yard, byadgi-581 106',\n",
" '+919730704929',\n",
" '+91 9421833600',\n",
" 'flat no. 04, dwarka complex, savedi,',\n",
" 'near hotel premdan, ahmednagar 414 003.',\n",
" '+918007143297 ; +917972224099',\n",
" '501, sahyadri business park,',\n",
" 'nashik, 422002, mh, india',\n",
" '+91 8668402457',\n",
" '+0253 2583438',\n",
" 'cell : 9370762286',\n",
" '9373962286',\n",
" 'nashik road - 422 101. ph.: 0253-2462286',\n",
" 'm: 9890279991',\n",
" 'm: 9970181991',\n",
" 'office address: 262, howson road, near bank of baroda, deolali camp.',\n",
" '9373250625',\n",
" '9422942625',\n",
" '93, gultekdi market yard, pune 411037',\n",
" 'ph: 020/ 24270245, emal: nileshchhajed 13@gmail.com',\n",
" 'm: 94271 09283',\n",
" 'm: 94260 72857',\n",
" '23/3, sindhi commercial market, chokha bazar,',\n",
" 'kalupur, ahmedabad-380 002.-',\n",
" 'ph.: (079) 22165268. 22164025 (r) 26622050',\n",
" 'ashok agrowal 099499 76002',\n",
" 'ankit agruwal 098480 70457',\n",
" '#25-6-35, ganjamvari street, near dena bank, kakinada-1., e.g. dist., a.p.',\n",
" 'ph: 0884-2361838, 2362721, 2372722, 094401 76002, 094401 76607',\n",
" '+919730704929',\n",
" '+ 91 9421833600',\n",
" 'flat no. 04, dwarka complex, savedi,',\n",
" 'near hotel premdan, ahmednagar 414 003.',\n",
" 'karnataka - 573 116. cell: +9198696 44680 / 88983 89720.',\n",
" '9822059833',\n",
" 'prakash apt. mahatma nagar, near abb circle, nashik - 422 007.',\n",
" 'ph. : (0253) 2363700 / 2363800 e-mail: mahalaxmiturs@gmail.com',\n",
" 'mob.: 9225146555',\n",
" 'e-21, m.i.d.c. malegaon, sinnar, nashik - 422 113. ph.: (02551) 230331',\n",
" '9595050076',\n",
" '9404796276',\n",
" '9657000076',\n",
" '9423971876',\n",
" 's-20, regimental plaza, bitco point, nashik road, nashik.',\n",
" 'mob. 9422249955',\n",
" 'shop no.1; rajan complex, datta mandir stop,',\n",
" 'nashik road - 422 101. ph. 2463694, 2459611 (r) 2469612',\n",
" 'roualis, scropio, tavera, innova, umo, trax, indica & 4 to 60 s',\n",
" '@saurabh667',\n",
" 'c +91 75594 53867',\n",
" '+919167605010',\n",
" 'rashikadass28@gmail.com',\n",
" ':(0253) 2463561',\n",
" '2461102/2456579',\n",
" 'cell : 94222 54109/9372564774',\n",
" 'ganesh market, dr. ambedkar road, nasik road-422 101',\n",
" 'office: +91-233 2621721',\n",
" 'tel.fax :+91-233 2620621',\n",
" 'fact :+91-233 2644126',\n",
" \"shrikanth : 9890365111, 9403724071'\",\n",
" '100 -b, mahaveer nagar, post box no. 137, sangli (mah) 416416.',\n",
" 'offi 2333731',\n",
" 'cell : 94432 63731',\n",
" '242/2, periyasamy nagar,',\n",
" 'salem -636 016.',\n",
" 'mobile : 8412902672',\n",
" '3rd floor, r square, plot no: 62, college road,',\n",
" 'nashik - 422005. e-mail : sushilkumar.shinde@iciciprulife.com',\n",
" 'l-11, suyojit modern point',\n",
" '+919021212807',\n",
" '(0) 6501982, 4618756',\n",
" '4618738',\n",
" 'dinesh : 09394865950',\n",
" 'fax : 4613914',\n",
" '(r) 4576921, 4064274',\n",
" '15-2-449/13, kishan gunj, hyderabad - 500 012 (a.p.) mob. 8055803830',\n",
" 'flat no. 10, ankur apartments,',\n",
" 'sanewadi, iti road, aundh, pune-411007',\n",
" 'm: 9767759567 e-mail : csabhayathavle@gmail.com',\n",
" 'cell: 09440178202',\n",
" 'ph.:0884-2352373',\n",
" '# 25-6-9/16, flat no. d1,mutha apartments,',\n",
" 'ganjamvari street, kakinada - 533 001, (a.p.)',\n",
" 'm: 8114450275',\n",
" 'm: 9610067333',\n",
" '9950037982',\n",
" 'o 9001931919',\n",
" 'ankur complex, sector-4, opp. narayan sewa sansthan, udaipur (raj.)']"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"numerical_tokens"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"def all_nums(input_string):\n",
" return all(char.isdigit() for char in input_string)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"def is_phone_number(input_string):\n",
" condition_1 = True if len(input_string) == 10 and all_nums(input_string) else False\n",
" condition_2 = True if len(input_string) == 13 and '+91' in input_string else False\n",
" return condition_1 or condition_2"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"def all_chars(input_string):\n",
" return all(char.isalpha() for char in input_string)"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"c204 shivramnagar behind navakar hospital \n",
"govind nagar nashik9 ph 2471024 m\n",
"hospital nashik road nashik 422101\n",
"tel 02532460216 2454688\n",
"5th floor technopolis knowledge park \n",
"andheri east mumbai 400093\n",
"propertyjunction27@gmailcom\n",
"maha rera no a52100008609\n",
"1& sons\n",
"neemuch458 441 mp india\n",
"cell 09179662322\n",
"email tarungarg55@incom\n",
"5th floor technopolis knowledge park \n",
"andheri east mumbai 400093\n",
"mob7875042230\n",
"शॉप नं ३ शिवयशोदा सोसा \n",
"shop no 3 shivyashoda soc \n",
"shop no 1 daulat complex bhawani chowk gondia 441601 ms\n",
"mob9422132290 satramdas prakash\n",
"ph 07182 off 235553236571 resi 223029232662 pp\n",
"224530224796 ởj\n",
"cell 9848144196\n",
"222153 r\n",
"cell94401 80153\n",
"2bkjubile\n",
"224196 r\n",
"yadla bazar palakol 534260 wgdist ap\n",
"plot no 21/2b midc satpur \n",
"nashik 422007 maharashtra india\n",
"tel 02532355424\n",
"cell\n",
"0 6501982 4618756\n",
"4618738\n",
"dinesh 09394865950\n",
"fax 4613914\n",
"r 4576921 4064274\n",
"152449/13 kishan gunj hyderabad 500012 ap mob\n",
"m 9322909013\n",
"64e dabliwala building shop no 2\n",
"mumbai 400002\n",
"gst no 27ahfpg2712h1zp\n",
"since 1978\n",
"lavate park raviwar karanja nashik 422001\n",
"© 0253 2575973 2570872\n",
"shashikantbhai\n",
"vipul\n",
"mob 9821010700\n",
"9820810109\n",
"m26 apmc market ii phase 1i vashi navi mumbai 400703\n",
"27802611\n",
"+91\n",
"osandbox startups next to airport gokul road hubli karnataka 580030\n",
"11 jai mata di ii\n",
"mob\n",
"k59 apmc marketi phaseii turbhe \n",
"navi mumbai 400703\n",
"mob 09425056290\n",
"09425056390\n",
"since 1995\n",
"plot no 39 typed sectorb slice no 4 scheme no 78\n",
"secondary school indore452 010 mp\n",
"0731 o 2550290 2577590 r 2555390 2553390\n",
"09425328288\n",
"09425923900\n",
"09302906123\n",
"09039888005\n",
"tele & fax 07423223009\n",
"cell 9325313803\n",
"9967553803\n",
"a/905 blué oasis i blue empire complex \n",
"kandivali west mumbai 400067\n",
"propertyjunction27@gmailcom\n",
"maha rera no a52100008609\n",
"mobile 09848184915\n",
"224204\n",
"224572\n",
"canal road beside sbi palakol 534260 ap\n",
"77690\n",
"10450\n",
"148 bhavani peth bohra galli jalgaon 425001\n",
"tel 0257 2223148 cell email ndzawar@yaboocom\n",
"nehaal@91springboardcom\n",
"mumandherilotus@91springboardcom\n",
"91 springboard\n",
"plot no d5 road no 20 marol midc andheri east\n",
"mumbai 400069\n",
"www91springboardcom\n",
"23/f metro loft 38 kwai hei street \n",
"香港葵涌葵喜街38號都會坊23f\n",
"tel 25419010\n",
"fax 25418875\n",
"0 6501982 4618756\n",
"4618738\n",
"dinesh 09394865950\n",
"fax4613914\n",
"r 4576921 4064274\n",
"152449/13 kishan gunj hyderabad 500012 ap mob\n",
"m\n",
"e amitkumthekar007@gmailcom\n",
"00\n",
"add plot no 11 bhadravati residency bandavane nagar kamatwade nashik422010\n",
"suranna\n",
"ravindra\n",
"08856243287\n",
"1176/3 ag road ambajipeta533214\n",
"resi 09242643772\n",
"shivananda 09901923533\n",
"ashokbhai 08105687807\n",
"shiddanna 09242748374\n",
"vinayak 09241692722\n",
"vijay\n",
"apmc market yard byadgi581 106\n",
"+91\n",
"flat no 04 dwarka complex savedi \n",
"near hotel premdan ahmednagar 414003\n",
"501 sahyadri business park \n",
"nashik 422002 mh india\n",
"+91\n",
"+0253 2583438\n",
"cell\n",
"nashik road 422101 ph 02532462286\n",
"m\n",
"m\n",
"office address 262 howson road near bank of baroda deolali camp\n",
"93 gultekdi market yard pune 411037\n",
"ph 020/ 24270245 emal nileshchhajed 13@gmailcom\n",
"m 9427109283\n",
"m 9426072857\n",
"23/3 sindhi commercial market chokha bazar \n",
"kalupur ahmedabad380 002\n",
"ph 079 22165268 22164025 r 26622050\n",
"ashok agrowal 09949976002\n",
"ankit agruwal 09848070457\n",
"#25635 ganjamvari street near dena bank kakinada1 eg dist ap\n",
"ph 08842361838 2362721 2372722 09440176607\n",
"+ 91\n",
"flat no 04 dwarka complex savedi \n",
"near hotel premdan ahmednagar 414003\n",
"karnataka 573116 cell +9198696 44680 / 8898389720\n",
"prakash apt mahatma nagar near abb circle nashik 422007\n",
"ph 0253 2363700 / 2363800 email mahalaxmiturs@gmailcom\n",
"mob\n",
"e21 midc malegaon sinnar nashik 422113 ph 02551230331\n",
"s20 regimental plaza bitco point nashik road nashik\n",
"mob\n",
"shop no1 rajan complex datta mandir stop \n",
"nashik road 422101 ph 2463694 2459611 r 2469612\n",
"roualis scropio tavera innova umo trax indica & 4 to 60 s\n",
"@saurabh667\n",
"c +91 7559453867\n",
"rashikadass28@gmailcom\n",
"0253 2463561\n",
"2461102/2456579\n",
"cell 94222 54109/9372564774\n",
"ganesh market dr ambedkar road nasik road422 101\n",
"office +91233 2621721\n",
"telfax +91233 2620621\n",
"fact +91233 2644126\n",
"shrikanth 9403724071'\n",
"100 b mahaveer nagar post box no 137 sangli mah 416416\n",
"offi 2333731\n",
"cell 9443263731\n",
"242/2 periyasamy nagar \n",
"salem 636016\n",
"mobile\n",
"3rd floor r square plot no 62 college road \n",
"nashik 422005 email sushilkumarshinde@iciciprulifecom\n",
"l11 suyojit modern point\n",
"0 6501982 4618756\n",
"4618738\n",
"dinesh 09394865950\n",
"fax 4613914\n",
"r 4576921 4064274\n",
"152449/13 kishan gunj hyderabad 500012 ap mob\n",
"flat no 10 ankur apartments \n",
"sanewadi iti road aundh pune411007\n",
"m email csabhayathavle@gmailcom\n",
"cell 09440178202\n",
"ph08842352373\n",
"# 2569/16 flat no d1 mutha apartments \n",
"ganjamvari street kakinada 533001 ap\n",
"m\n",
"m\n",
"o\n",
"ankur complex sector4 opp narayan sewa sansthan udaipur raj\n"
]
}
],
"source": [
"def clean_token(input_string):\n",
" input_string = re.sub(r'[()]',' ',input_string)\n",
" input_string = re.sub(r'[-.:]','',input_string)\n",
" input_string = input_string.strip()\n",
" return input_string\n",
"\n",
"final_list = []\n",
"for token in numerical_tokens:\n",
" token_list = token.split()\n",
" cleaned_tokens = [clean_token(token) for token in token_list if clean_token(token)!=''] \n",
" cleaned_tokens = ' '.join(cleaned_tokens)\n",
" cleaned_tokens = re.split(r'[;,\\s]\\s*',cleaned_tokens)\n",
" temp_list = []\n",
" \n",
" for index,tok in enumerate(cleaned_tokens):\n",
" if is_phone_number(tok):\n",
" continue\n",
" if index!=0:\n",
" if all_nums(cleaned_tokens[index]) and all_nums(cleaned_tokens[index-1]) and len(cleaned_tokens[index-1])<7 and len(cleaned_tokens[index])<7:\n",
" new_num = str(cleaned_tokens[index-1]) + str(cleaned_tokens[index])\n",
" temp_list.pop(-1)\n",
" temp_list.append(new_num)\n",
" else:\n",
" temp_list.append(cleaned_tokens[index])\n",
" else:\n",
" temp_list.append(cleaned_tokens[index])\n",
" temp_list = ' '.join(temp_list)\n",
" if temp_list!='':\n",
" final_list.append(temp_list) \n",
" print(temp_list)\n"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['02532460216', '02532462286', '2550290', '02551230331', '08856243287', '02532355424', '2363800', '2372722', '2471024', '2454688', '2223148', '4613914', '2459611', '08842361838', '08842352373', '2363700', '07423223009', '2555390', '08105687807', '2469612', '2553390', '2463694', '4576921', '4064274', '2577590', '2362721']\n"
]
}
],
"source": [
"phone_nums = []\n",
"overall_set = set(['ph','tel','resi','r','fax','o'])\n",
"tel_starter=''\n",
"for token in final_list:\n",
" tokens = token.split()\n",
" window_set = set()\n",
" tokens_till_now = []\n",
" for index,single_token in enumerate(tokens):\n",
" if single_token in overall_set:\n",
" window_set.add(single_token)\n",
" elif any([word_token in single_token for word_token in window_set]) or any([word_token in single_token for word_token in overall_set]):\n",
" if len(single_token) > 2:\n",
" if single_token[1]!='9' and not all_chars(single_token):\n",
" phone_nums.append(single_token)\n",
" tokens_till_now.append(single_token)\n",
" elif all_nums(single_token) and len(single_token) == 11:\n",
" if single_token[1]!='9'and not all_chars(single_token):\n",
" phone_nums.append(single_token)\n",
" tokens_till_now.append(single_token)\n",
" elif all_nums(single_token) and len(single_token) == 7 and len(window_set)!=0:\n",
" if single_token[1]!='9'and not all_chars(single_token):\n",
" phone_nums.append(single_token)\n",
"\n",
"new_list = set([]) \n",
"for num in phone_nums:\n",
" for identifier in list(overall_set):\n",
" new_list.add(num.replace(identifier,' ').strip())\n",
"new_list = list(new_list)\n",
"new_list = [token for token in new_list if all_nums(token)]\n",
"print(new_list)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment